id	sid	tid	token	lemma	pos
10_1101-2021_01_08_425952	1	1	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	1	2	:	:	:
10_1101-2021_01_08_425952	1	3	An	an	DT
10_1101-2021_01_08_425952	1	4	R	r	NN
10_1101-2021_01_08_425952	1	5	Package	package	NN
10_1101-2021_01_08_425952	1	6	for	for	IN
10_1101-2021_01_08_425952	1	7	the	the	DT
10_1101-2021_01_08_425952	1	8	Analysis	Analysis	NNP
10_1101-2021_01_08_425952	1	9	of	of	IN
10_1101-2021_01_08_425952	1	10	Drug	Drug	NNP
10_1101-2021_01_08_425952	1	11	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	1	12	in	in	IN
10_1101-2021_01_08_425952	1	13	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	1	14	Health	Health	NNP
10_1101-2021_01_08_425952	1	15	Care	Care	NNP
10_1101-2021_01_08_425952	1	16	Records	Records	NNPS
10_1101-2021_01_08_425952	1	17	JSS	JSS	NNP
10_1101-2021_01_08_425952	1	18	Journal	Journal	NNP
10_1101-2021_01_08_425952	1	19	of	of	IN
10_1101-2021_01_08_425952	1	20	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	1	21	Software	Software	NNP
10_1101-2021_01_08_425952	1	22	MMMMMM	MMMMMM	NNS
10_1101-2021_01_08_425952	1	23	YYYY	YYYY	NNP
10_1101-2021_01_08_425952	1	24	,	,	,
10_1101-2021_01_08_425952	1	25	Volume	volume	NN
10_1101-2021_01_08_425952	1	26	VV	VV	NNP
10_1101-2021_01_08_425952	1	27	,	,	,
10_1101-2021_01_08_425952	1	28	Issue	Issue	NNP
10_1101-2021_01_08_425952	1	29	II	II	NNP
10_1101-2021_01_08_425952	1	30	.	.	.
10_1101-2021_01_08_425952	2	1	Reddoi	reddoi	NN
10_1101-2021_01_08_425952	2	2	:	:	:
10_1101-2021_01_08_425952	2	3	10.18637	10.18637	CD
10_1101-2021_01_08_425952	2	4	/	/	SYM
10_1101-2021_01_08_425952	2	5	jss.v000.i00	jss.v000.i00	NNP
10_1101-2021_01_08_425952	2	6	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	2	7	:	:	:
10_1101-2021_01_08_425952	2	8	An	an	DT
10_1101-2021_01_08_425952	2	9	R	r	NN
10_1101-2021_01_08_425952	2	10	Package	package	NN
10_1101-2021_01_08_425952	2	11	for	for	IN
10_1101-2021_01_08_425952	2	12	the	the	DT
10_1101-2021_01_08_425952	2	13	Analysis	Analysis	NNP
10_1101-2021_01_08_425952	2	14	of	of	IN
10_1101-2021_01_08_425952	2	15	Drug	Drug	NNP
10_1101-2021_01_08_425952	2	16	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	2	17	in	in	IN
10_1101-2021_01_08_425952	2	18	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	2	19	Health	Health	NNP
10_1101-2021_01_08_425952	2	20	Care	Care	NNP
10_1101-2021_01_08_425952	2	21	Records	Records	NNPS
10_1101-2021_01_08_425952	2	22	Anthony	Anthony	NNP
10_1101-2021_01_08_425952	2	23	Nash	Nash	NNP
10_1101-2021_01_08_425952	2	24	University	University	NNP
10_1101-2021_01_08_425952	2	25	of	of	IN
10_1101-2021_01_08_425952	2	26	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	2	27	Tingyee	Tingyee	NNP
10_1101-2021_01_08_425952	2	28	E.	E.	NNP
10_1101-2021_01_08_425952	2	29	Chang	Chang	NNP
10_1101-2021_01_08_425952	2	30	University	University	NNP
10_1101-2021_01_08_425952	2	31	of	of	IN
10_1101-2021_01_08_425952	2	32	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	2	33	Benjamin	Benjamin	NNP
10_1101-2021_01_08_425952	2	34	Wan	Wan	NNP
10_1101-2021_01_08_425952	2	35	Kings	Kings	NNP
10_1101-2021_01_08_425952	2	36	College	College	NNP
10_1101-2021_01_08_425952	2	37	London	London	NNP
10_1101-2021_01_08_425952	2	38	M.	M.	NNP
10_1101-2021_01_08_425952	2	39	Zameel	Zameel	NNP
10_1101-2021_01_08_425952	2	40	Cader	Cader	NNP
10_1101-2021_01_08_425952	2	41	University	University	NNP
10_1101-2021_01_08_425952	2	42	of	of	IN
10_1101-2021_01_08_425952	2	43	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	2	44	Abstract	Abstract	NNP
10_1101-2021_01_08_425952	2	45	Primary	Primary	NNP
10_1101-2021_01_08_425952	2	46	care	care	VB
10_1101-2021_01_08_425952	2	47	electronic	electronic	JJ
10_1101-2021_01_08_425952	2	48	health	health	NN
10_1101-2021_01_08_425952	2	49	care	care	NN
10_1101-2021_01_08_425952	2	50	records	record	NNS
10_1101-2021_01_08_425952	2	51	are	be	VBP
10_1101-2021_01_08_425952	2	52	rich	rich	JJ
10_1101-2021_01_08_425952	2	53	with	with	IN
10_1101-2021_01_08_425952	2	54	patient	patient	JJ
10_1101-2021_01_08_425952	2	55	and	and	CC
10_1101-2021_01_08_425952	2	56	clinical	clinical	JJ
10_1101-2021_01_08_425952	2	57	infor-	infor-	XX
10_1101-2021_01_08_425952	2	58	mation	mation	NN
10_1101-2021_01_08_425952	2	59	.	.	.
10_1101-2021_01_08_425952	3	1	Studying	study	VBG
10_1101-2021_01_08_425952	3	2	electronic	electronic	JJ
10_1101-2021_01_08_425952	3	3	health	health	NN
10_1101-2021_01_08_425952	3	4	care	care	NN
10_1101-2021_01_08_425952	3	5	records	record	NNS
10_1101-2021_01_08_425952	3	6	has	have	VBZ
10_1101-2021_01_08_425952	3	7	resulted	result	VBN
10_1101-2021_01_08_425952	3	8	in	in	IN
10_1101-2021_01_08_425952	3	9	marked	mark	VBN
10_1101-2021_01_08_425952	3	10	improvements	improvement	NNS
10_1101-2021_01_08_425952	3	11	to	to	IN
10_1101-2021_01_08_425952	3	12	national	national	JJ
10_1101-2021_01_08_425952	3	13	health	health	NN
10_1101-2021_01_08_425952	3	14	care	care	NN
10_1101-2021_01_08_425952	3	15	processes	process	NNS
10_1101-2021_01_08_425952	3	16	and	and	CC
10_1101-2021_01_08_425952	3	17	patient	patient	JJ
10_1101-2021_01_08_425952	3	18	-	-	HYPH
10_1101-2021_01_08_425952	3	19	care	care	NN
10_1101-2021_01_08_425952	3	20	decision	decision	NN
10_1101-2021_01_08_425952	3	21	making	making	NN
10_1101-2021_01_08_425952	3	22	,	,	,
10_1101-2021_01_08_425952	3	23	and	and	CC
10_1101-2021_01_08_425952	3	24	is	be	VBZ
10_1101-2021_01_08_425952	3	25	a	a	DT
10_1101-2021_01_08_425952	3	26	powerful	powerful	JJ
10_1101-2021_01_08_425952	3	27	supple-	supple-	NN
10_1101-2021_01_08_425952	3	28	mentary	mentary	NNP
10_1101-2021_01_08_425952	3	29	source	source	NN
10_1101-2021_01_08_425952	3	30	of	of	IN
10_1101-2021_01_08_425952	3	31	data	datum	NNS
10_1101-2021_01_08_425952	3	32	for	for	IN
10_1101-2021_01_08_425952	3	33	drug	drug	NN
10_1101-2021_01_08_425952	3	34	discovery	discovery	NN
10_1101-2021_01_08_425952	3	35	effort	effort	NN
10_1101-2021_01_08_425952	3	36	.	.	.
10_1101-2021_01_08_425952	4	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	4	2	present	present	VBP
10_1101-2021_01_08_425952	4	3	the	the	DT
10_1101-2021_01_08_425952	4	4	R	r	NN
10_1101-2021_01_08_425952	4	5	package	package	NN
10_1101-2021_01_08_425952	4	6	rdrugtrajec-	rdrugtrajec-	XX
10_1101-2021_01_08_425952	4	7	tory	tory	NN
10_1101-2021_01_08_425952	4	8	,	,	,
10_1101-2021_01_08_425952	4	9	designed	design	VBN
10_1101-2021_01_08_425952	4	10	to	to	TO
10_1101-2021_01_08_425952	4	11	yield	yield	VB
10_1101-2021_01_08_425952	4	12	demographic	demographic	JJ
10_1101-2021_01_08_425952	4	13	and	and	CC
10_1101-2021_01_08_425952	4	14	patient	patient	JJ
10_1101-2021_01_08_425952	4	15	-	-	HYPH
10_1101-2021_01_08_425952	4	16	level	level	NN
10_1101-2021_01_08_425952	4	17	characteristics	characteristic	NNS
10_1101-2021_01_08_425952	4	18	of	of	IN
10_1101-2021_01_08_425952	4	19	drug	drug	NN
10_1101-2021_01_08_425952	4	20	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	4	21	in	in	IN
10_1101-2021_01_08_425952	4	22	the	the	DT
10_1101-2021_01_08_425952	4	23	UK	UK	NNP
10_1101-2021_01_08_425952	4	24	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	4	25	Practice	Practice	NNP
10_1101-2021_01_08_425952	4	26	Research	Research	NNP
10_1101-2021_01_08_425952	4	27	Datalink	Datalink	NNP
10_1101-2021_01_08_425952	4	28	dataset	dataset	NN
10_1101-2021_01_08_425952	4	29	.	.	.
10_1101-2021_01_08_425952	5	1	The	the	DT
10_1101-2021_01_08_425952	5	2	package	package	NN
10_1101-2021_01_08_425952	5	3	operates	operate	VBZ
10_1101-2021_01_08_425952	5	4	over	over	IN
10_1101-2021_01_08_425952	5	5	Clin-	clin-	RB
10_1101-2021_01_08_425952	5	6	ical	ical	JJ
10_1101-2021_01_08_425952	5	7	Practice	Practice	NNP
10_1101-2021_01_08_425952	5	8	Research	Research	NNP
10_1101-2021_01_08_425952	5	9	Datalink	Datalink	NNP
10_1101-2021_01_08_425952	5	10	Gold	Gold	NNP
10_1101-2021_01_08_425952	5	11	clinical	clinical	JJ
10_1101-2021_01_08_425952	5	12	,	,	,
10_1101-2021_01_08_425952	5	13	referral	referral	NN
10_1101-2021_01_08_425952	5	14	and	and	CC
10_1101-2021_01_08_425952	5	15	therapy	therapy	NN
10_1101-2021_01_08_425952	5	16	datasets	dataset	NNS
10_1101-2021_01_08_425952	5	17	and	and	CC
10_1101-2021_01_08_425952	5	18	includes	include	VBZ
10_1101-2021_01_08_425952	5	19	features	feature	NNS
10_1101-2021_01_08_425952	5	20	such	such	JJ
10_1101-2021_01_08_425952	5	21	as	as	IN
10_1101-2021_01_08_425952	5	22	first	first	JJ
10_1101-2021_01_08_425952	5	23	drug	drug	NN
10_1101-2021_01_08_425952	5	24	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	5	25	analysis	analysis	NN
10_1101-2021_01_08_425952	5	26	,	,	,
10_1101-2021_01_08_425952	5	27	cohort	cohort	NN
10_1101-2021_01_08_425952	5	28	-	-	HYPH
10_1101-2021_01_08_425952	5	29	wide	wide	JJ
10_1101-2021_01_08_425952	5	30	prescription	prescription	NN
10_1101-2021_01_08_425952	5	31	information	information	NN
10_1101-2021_01_08_425952	5	32	,	,	,
10_1101-2021_01_08_425952	5	33	cu-	cu-	VBP
10_1101-2021_01_08_425952	5	34	mulative	mulative	JJ
10_1101-2021_01_08_425952	5	35	drug	drug	NN
10_1101-2021_01_08_425952	5	36	prescription	prescription	NN
10_1101-2021_01_08_425952	5	37	events	event	NNS
10_1101-2021_01_08_425952	5	38	,	,	,
10_1101-2021_01_08_425952	5	39	the	the	DT
10_1101-2021_01_08_425952	5	40	longitudinal	longitudinal	JJ
10_1101-2021_01_08_425952	5	41	trajectory	trajectory	NN
10_1101-2021_01_08_425952	5	42	of	of	IN
10_1101-2021_01_08_425952	5	43	drug	drug	NN
10_1101-2021_01_08_425952	5	44	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	5	45	,	,	,
10_1101-2021_01_08_425952	5	46	and	and	CC
10_1101-2021_01_08_425952	5	47	a	a	DT
10_1101-2021_01_08_425952	5	48	survival	survival	NN
10_1101-2021_01_08_425952	5	49	analysis	analysis	NN
10_1101-2021_01_08_425952	5	50	timeline	timeline	NN
10_1101-2021_01_08_425952	5	51	builder	builder	NN
10_1101-2021_01_08_425952	5	52	to	to	TO
10_1101-2021_01_08_425952	5	53	identify	identify	VB
10_1101-2021_01_08_425952	5	54	risks	risk	NNS
10_1101-2021_01_08_425952	5	55	related	relate	VBN
10_1101-2021_01_08_425952	5	56	to	to	IN
10_1101-2021_01_08_425952	5	57	drug	drug	NN
10_1101-2021_01_08_425952	5	58	prescription	prescription	NN
10_1101-2021_01_08_425952	5	59	switching	switching	NN
10_1101-2021_01_08_425952	5	60	.	.	.
10_1101-2021_01_08_425952	6	1	The	the	DT
10_1101-2021_01_08_425952	6	2	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	6	3	package	package	NN
10_1101-2021_01_08_425952	6	4	has	have	VBZ
10_1101-2021_01_08_425952	6	5	been	be	VBN
10_1101-2021_01_08_425952	6	6	made	make	VBN
10_1101-2021_01_08_425952	6	7	freely	freely	RB
10_1101-2021_01_08_425952	6	8	available	available	JJ
10_1101-2021_01_08_425952	6	9	via	via	IN
10_1101-2021_01_08_425952	6	10	the	the	DT
10_1101-2021_01_08_425952	6	11	GitHub	GitHub	NNP
10_1101-2021_01_08_425952	6	12	repository	repository	NN
10_1101-2021_01_08_425952	6	13	.	.	.
10_1101-2021_01_08_425952	7	1	Keywords	keyword	NNS
10_1101-2021_01_08_425952	7	2	:	:	:
10_1101-2021_01_08_425952	7	3	EHR	ehr	NN
10_1101-2021_01_08_425952	7	4	,	,	,
10_1101-2021_01_08_425952	7	5	electronic	electronic	JJ
10_1101-2021_01_08_425952	7	6	health	health	NN
10_1101-2021_01_08_425952	7	7	care	care	NN
10_1101-2021_01_08_425952	7	8	records	record	NNS
10_1101-2021_01_08_425952	7	9	,	,	,
10_1101-2021_01_08_425952	7	10	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	7	11	,	,	,
10_1101-2021_01_08_425952	7	12	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	7	13	Practice	Practice	NNP
10_1101-2021_01_08_425952	7	14	Research	Research	NNP
10_1101-2021_01_08_425952	7	15	Datalink	Datalink	NNP
10_1101-2021_01_08_425952	7	16	,	,	,
10_1101-2021_01_08_425952	7	17	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	7	18	,	,	,
10_1101-2021_01_08_425952	7	19	R	r	NN
10_1101-2021_01_08_425952	7	20	,	,	,
10_1101-2021_01_08_425952	7	21	therapeutics	therapeutic	NNS
10_1101-2021_01_08_425952	7	22	,	,	,
10_1101-2021_01_08_425952	7	23	drug	drug	NN
10_1101-2021_01_08_425952	7	24	discovery	discovery	NN
10_1101-2021_01_08_425952	7	25	,	,	,
10_1101-2021_01_08_425952	7	26	clinical	clinical	JJ
10_1101-2021_01_08_425952	7	27	epidemiology	epidemiology	NN
10_1101-2021_01_08_425952	7	28	.	.	.
10_1101-2021_01_08_425952	8	1	1	1	LS
10_1101-2021_01_08_425952	8	2	.	.	.
10_1101-2021_01_08_425952	9	1	Introduction	introduction	NN
10_1101-2021_01_08_425952	9	2	The	the	DT
10_1101-2021_01_08_425952	9	3	UK	UK	NNP
10_1101-2021_01_08_425952	9	4	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	9	5	Practice	Practice	NNP
10_1101-2021_01_08_425952	9	6	Research	Research	NNP
10_1101-2021_01_08_425952	9	7	Datalink	Datalink	NNP
10_1101-2021_01_08_425952	9	8	(	(	-LRB-
10_1101-2021_01_08_425952	9	9	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	9	10	)	)	-RRB-
10_1101-2021_01_08_425952	9	11	service	service	NN
10_1101-2021_01_08_425952	9	12	offers	offer	VBZ
10_1101-2021_01_08_425952	9	13	high	high	JJ
10_1101-2021_01_08_425952	9	14	quality	quality	NN
10_1101-2021_01_08_425952	9	15	longitudinal	longitudinal	JJ
10_1101-2021_01_08_425952	9	16	data	datum	NNS
10_1101-2021_01_08_425952	9	17	on	on	IN
10_1101-2021_01_08_425952	9	18	50	50	CD
10_1101-2021_01_08_425952	9	19	million	million	CD
10_1101-2021_01_08_425952	9	20	patients	patient	NNS
10_1101-2021_01_08_425952	9	21	with	with	IN
10_1101-2021_01_08_425952	9	22	up	up	IN
10_1101-2021_01_08_425952	9	23	to	to	TO
10_1101-2021_01_08_425952	9	24	20	20	CD
10_1101-2021_01_08_425952	9	25	years	year	NNS
10_1101-2021_01_08_425952	9	26	of	of	IN
10_1101-2021_01_08_425952	9	27	follow	follow	NN
10_1101-2021_01_08_425952	9	28	-	-	HYPH
10_1101-2021_01_08_425952	9	29	up	up	NN
10_1101-2021_01_08_425952	9	30	for	for	IN
10_1101-2021_01_08_425952	9	31	25	25	CD
10_1101-2021_01_08_425952	9	32	%	%	NN
10_1101-2021_01_08_425952	9	33	of	of	IN
10_1101-2021_01_08_425952	9	34	those	those	DT
10_1101-2021_01_08_425952	9	35	patients	patient	NNS
10_1101-2021_01_08_425952	9	36	.	.	.
10_1101-2021_01_08_425952	10	1	The	the	DT
10_1101-2021_01_08_425952	10	2	service	service	NN
10_1101-2021_01_08_425952	10	3	provides	provide	VBZ
10_1101-2021_01_08_425952	10	4	drug	drug	NN
10_1101-2021_01_08_425952	10	5	treatment	treatment	NN
10_1101-2021_01_08_425952	10	6	patterns	pattern	NNS
10_1101-2021_01_08_425952	10	7	,	,	,
10_1101-2021_01_08_425952	10	8	feasibility	feasibility	NN
10_1101-2021_01_08_425952	10	9	studies	study	NNS
10_1101-2021_01_08_425952	10	10	and	and	CC
10_1101-2021_01_08_425952	10	11	health	health	NN
10_1101-2021_01_08_425952	10	12	care	care	NN
10_1101-2021_01_08_425952	10	13	resource	resource	NN
10_1101-2021_01_08_425952	10	14	use	use	NN
10_1101-2021_01_08_425952	10	15	stud-	stud-	NNP
10_1101-2021_01_08_425952	10	16	ies	ies	NNP
10_1101-2021_01_08_425952	10	17	.	.	.
10_1101-2021_01_08_425952	11	1	Patient	patient	JJ
10_1101-2021_01_08_425952	11	2	electronic	electronic	JJ
10_1101-2021_01_08_425952	11	3	health	health	NN
10_1101-2021_01_08_425952	11	4	care	care	NN
10_1101-2021_01_08_425952	11	5	records	record	NNS
10_1101-2021_01_08_425952	11	6	(	(	-LRB-
10_1101-2021_01_08_425952	11	7	EHR	ehr	NN
10_1101-2021_01_08_425952	11	8	)	)	-RRB-
10_1101-2021_01_08_425952	11	9	are	be	VBP
10_1101-2021_01_08_425952	11	10	stored	store	VBN
10_1101-2021_01_08_425952	11	11	as	as	IN
10_1101-2021_01_08_425952	11	12	coded	code	VBN
10_1101-2021_01_08_425952	11	13	and	and	CC
10_1101-2021_01_08_425952	11	14	anonymised	anonymise	VBN
10_1101-2021_01_08_425952	11	15	data	datum	NNS
10_1101-2021_01_08_425952	11	16	and	and	CC
10_1101-2021_01_08_425952	11	17	sourced	source	VBN
10_1101-2021_01_08_425952	11	18	from	from	IN
10_1101-2021_01_08_425952	11	19	over	over	IN
10_1101-2021_01_08_425952	11	20	1,800	1,800	CD
10_1101-2021_01_08_425952	11	21	primary	primary	JJ
10_1101-2021_01_08_425952	11	22	care	care	NN
10_1101-2021_01_08_425952	11	23	practices	practice	NNS
10_1101-2021_01_08_425952	11	24	across	across	IN
10_1101-2021_01_08_425952	11	25	England	England	NNP
10_1101-2021_01_08_425952	11	26	.	.	.
10_1101-2021_01_08_425952	12	1	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	12	2	holds	hold	VBZ
10_1101-2021_01_08_425952	12	3	informa-	informa-	JJ
10_1101-2021_01_08_425952	12	4	tion	tion	NN
10_1101-2021_01_08_425952	12	5	on	on	IN
10_1101-2021_01_08_425952	12	6	consultation	consultation	NN
10_1101-2021_01_08_425952	12	7	events	event	NNS
10_1101-2021_01_08_425952	12	8	,	,	,
10_1101-2021_01_08_425952	12	9	medical	medical	JJ
10_1101-2021_01_08_425952	12	10	diagnoses	diagnosis	NNS
10_1101-2021_01_08_425952	12	11	,	,	,
10_1101-2021_01_08_425952	12	12	symptoms	symptom	NNS
10_1101-2021_01_08_425952	12	13	,	,	,
10_1101-2021_01_08_425952	12	14	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	12	15	,	,	,
10_1101-2021_01_08_425952	12	16	vaccination	vaccination	NN
10_1101-2021_01_08_425952	12	17	history	history	NN
10_1101-2021_01_08_425952	12	18	,	,	,
10_1101-2021_01_08_425952	12	19	laboratory	laboratory	NN
10_1101-2021_01_08_425952	12	20	tests	test	NNS
10_1101-2021_01_08_425952	12	21	,	,	,
10_1101-2021_01_08_425952	12	22	and	and	CC
10_1101-2021_01_08_425952	12	23	referrals	referral	NNS
10_1101-2021_01_08_425952	12	24	.	.	.
10_1101-2021_01_08_425952	13	1	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	13	2	can	can	MD
10_1101-2021_01_08_425952	13	3	provide	provide	VB
10_1101-2021_01_08_425952	13	4	routine	routine	JJ
10_1101-2021_01_08_425952	13	5	linkage	linkage	NN
10_1101-2021_01_08_425952	13	6	to	to	IN
10_1101-2021_01_08_425952	13	7	other	other	JJ
10_1101-2021_01_08_425952	13	8	health	health	NN
10_1101-2021_01_08_425952	13	9	-	-	HYPH
10_1101-2021_01_08_425952	13	10	related	relate	VBN
10_1101-2021_01_08_425952	13	11	patient	patient	JJ
10_1101-2021_01_08_425952	13	12	datasets	dataset	NNS
10_1101-2021_01_08_425952	13	13	,	,	,
10_1101-2021_01_08_425952	13	14	for	for	IN
10_1101-2021_01_08_425952	13	15	example	example	NN
10_1101-2021_01_08_425952	13	16	:	:	:
10_1101-2021_01_08_425952	13	17	Small	small	JJ
10_1101-2021_01_08_425952	13	18	area	area	NN
10_1101-2021_01_08_425952	13	19	level	level	NN
10_1101-2021_01_08_425952	13	20	data	datum	NNS
10_1101-2021_01_08_425952	13	21	,	,	,
10_1101-2021_01_08_425952	13	22	such	such	JJ
10_1101-2021_01_08_425952	13	23	as	as	IN
10_1101-2021_01_08_425952	13	24	patient	patient	NN
10_1101-2021_01_08_425952	13	25	and/or	and/or	CC
10_1101-2021_01_08_425952	13	26	practice	practice	NN
10_1101-2021_01_08_425952	13	27	postcode	postcode	NN
10_1101-2021_01_08_425952	13	28	.CC	.CC	,
10_1101-2021_01_08_425952	13	29	-	-	:
10_1101-2021_01_08_425952	13	30	BY	by	IN
10_1101-2021_01_08_425952	13	31	-	-	HYPH
10_1101-2021_01_08_425952	13	32	ND	ND	NNP
10_1101-2021_01_08_425952	13	33	4.0	4.0	CD
10_1101-2021_01_08_425952	13	34	International	international	JJ
10_1101-2021_01_08_425952	13	35	licensemade	licensemade	NN
10_1101-2021_01_08_425952	13	36	available	available	JJ
10_1101-2021_01_08_425952	13	37	under	under	IN
10_1101-2021_01_08_425952	13	38	a	a	DT
10_1101-2021_01_08_425952	13	39	(	(	-LRB-
10_1101-2021_01_08_425952	13	40	which	which	WDT
10_1101-2021_01_08_425952	13	41	was	be	VBD
10_1101-2021_01_08_425952	13	42	not	not	RB
10_1101-2021_01_08_425952	13	43	certified	certify	VBN
10_1101-2021_01_08_425952	13	44	by	by	IN
10_1101-2021_01_08_425952	13	45	peer	peer	NN
10_1101-2021_01_08_425952	13	46	review	review	NN
10_1101-2021_01_08_425952	13	47	)	)	-RRB-
10_1101-2021_01_08_425952	13	48	is	be	VBZ
10_1101-2021_01_08_425952	13	49	the	the	DT
10_1101-2021_01_08_425952	13	50	author	author	NN
10_1101-2021_01_08_425952	13	51	/	/	SYM
10_1101-2021_01_08_425952	13	52	funder	funder	NN
10_1101-2021_01_08_425952	13	53	,	,	,
10_1101-2021_01_08_425952	13	54	who	who	WP
10_1101-2021_01_08_425952	13	55	has	have	VBZ
10_1101-2021_01_08_425952	13	56	granted	grant	VBN
10_1101-2021_01_08_425952	13	57	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	13	58	a	a	DT
10_1101-2021_01_08_425952	13	59	license	license	NN
10_1101-2021_01_08_425952	13	60	to	to	TO
10_1101-2021_01_08_425952	13	61	display	display	VB
10_1101-2021_01_08_425952	13	62	the	the	DT
10_1101-2021_01_08_425952	13	63	preprint	preprint	NN
10_1101-2021_01_08_425952	13	64	in	in	IN
10_1101-2021_01_08_425952	13	65	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	13	66	.	.	.
10_1101-2021_01_08_425952	14	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	14	2	is	be	VBZ
10_1101-2021_01_08_425952	14	3	The	the	DT
10_1101-2021_01_08_425952	14	4	copyright	copyright	NN
10_1101-2021_01_08_425952	14	5	holder	holder	NN
10_1101-2021_01_08_425952	14	6	for	for	IN
10_1101-2021_01_08_425952	14	7	this	this	DT
10_1101-2021_01_08_425952	14	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	14	9	version	version	NN
10_1101-2021_01_08_425952	14	10	posted	post	VBD
10_1101-2021_01_08_425952	14	11	January	January	NNP
10_1101-2021_01_08_425952	14	12	9	9	CD
10_1101-2021_01_08_425952	14	13	,	,	,
10_1101-2021_01_08_425952	14	14	2021	2021	CD
10_1101-2021_01_08_425952	14	15	.	.	.
10_1101-2021_01_08_425952	14	16	;	;	:
10_1101-2021_01_08_425952	14	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	14	18	:	:	:
10_1101-2021_01_08_425952	14	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	14	20	preprint	preprint	NN
10_1101-2021_01_08_425952	14	21	http://dx.doi.org/10.18637/jss.v000.i00	http://dx.doi.org/10.18637/jss.v000.i00	NNP
10_1101-2021_01_08_425952	14	22	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NNP
10_1101-2021_01_08_425952	14	23	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	14	24	2	2	CD
10_1101-2021_01_08_425952	14	25	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	14	26	:	:	:
10_1101-2021_01_08_425952	14	27	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	14	28	Drug	Drug	NNP
10_1101-2021_01_08_425952	14	29	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	14	30	in	in	IN
10_1101-2021_01_08_425952	14	31	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	14	32	Health	Health	NNP
10_1101-2021_01_08_425952	14	33	Care	Care	NNP
10_1101-2021_01_08_425952	14	34	Records	Records	NNPS
10_1101-2021_01_08_425952	14	35	linked	link	VBD
10_1101-2021_01_08_425952	14	36	deprivation	deprivation	NN
10_1101-2021_01_08_425952	14	37	measures	measure	NNS
10_1101-2021_01_08_425952	14	38	;	;	:
10_1101-2021_01_08_425952	14	39	data	datum	NNS
10_1101-2021_01_08_425952	14	40	from	from	IN
10_1101-2021_01_08_425952	14	41	NHS	NHS	NNP
10_1101-2021_01_08_425952	14	42	digital	digital	NNP
10_1101-2021_01_08_425952	14	43	which	which	WDT
10_1101-2021_01_08_425952	14	44	includes	include	VBZ
10_1101-2021_01_08_425952	14	45	hospital	hospital	NN
10_1101-2021_01_08_425952	14	46	episode	episode	NNP
10_1101-2021_01_08_425952	14	47	statistic	statistic	NNP
10_1101-2021_01_08_425952	14	48	,	,	,
10_1101-2021_01_08_425952	14	49	outpatient	outpatient	NN
10_1101-2021_01_08_425952	14	50	and	and	CC
10_1101-2021_01_08_425952	14	51	accident	accident	NN
10_1101-2021_01_08_425952	14	52	and	and	CC
10_1101-2021_01_08_425952	14	53	emergency	emergency	NN
10_1101-2021_01_08_425952	14	54	data	datum	NNS
10_1101-2021_01_08_425952	14	55	;	;	:
10_1101-2021_01_08_425952	14	56	and	and	CC
10_1101-2021_01_08_425952	14	57	cancer	cancer	NN
10_1101-2021_01_08_425952	14	58	data	datum	NNS
10_1101-2021_01_08_425952	14	59	from	from	IN
10_1101-2021_01_08_425952	14	60	Public	Public	NNP
10_1101-2021_01_08_425952	14	61	Health	Health	NNP
10_1101-2021_01_08_425952	14	62	England	England	NNP
10_1101-2021_01_08_425952	14	63	.	.	.
10_1101-2021_01_08_425952	15	1	Evidence	evidence	NN
10_1101-2021_01_08_425952	15	2	from	from	IN
10_1101-2021_01_08_425952	15	3	EHRs	EHRs	NNPS
10_1101-2021_01_08_425952	15	4	is	be	VBZ
10_1101-2021_01_08_425952	15	5	making	make	VBG
10_1101-2021_01_08_425952	15	6	an	an	DT
10_1101-2021_01_08_425952	15	7	impact	impact	NN
10_1101-2021_01_08_425952	15	8	on	on	IN
10_1101-2021_01_08_425952	15	9	primary	primary	JJ
10_1101-2021_01_08_425952	15	10	care	care	NN
10_1101-2021_01_08_425952	15	11	decision	decision	NN
10_1101-2021_01_08_425952	15	12	-	-	HYPH
10_1101-2021_01_08_425952	15	13	making	making	NN
10_1101-2021_01_08_425952	15	14	and	and	CC
10_1101-2021_01_08_425952	15	15	best	good	JJS
10_1101-2021_01_08_425952	15	16	prac-	prac-	NN
10_1101-2021_01_08_425952	15	17	tice	tice	RB
10_1101-2021_01_08_425952	15	18	Oyinlola	Oyinlola	NNP
10_1101-2021_01_08_425952	15	19	et	et	FW
10_1101-2021_01_08_425952	15	20	al	al	NNP
10_1101-2021_01_08_425952	15	21	.	.	.
10_1101-2021_01_08_425952	16	1	(	(	-LRB-
10_1101-2021_01_08_425952	16	2	2016	2016	CD
10_1101-2021_01_08_425952	16	3	)	)	-RRB-
10_1101-2021_01_08_425952	16	4	.	.	.
10_1101-2021_01_08_425952	17	1	With	with	IN
10_1101-2021_01_08_425952	17	2	nationwide	nationwide	JJ
10_1101-2021_01_08_425952	17	3	longitudinal	longitudinal	JJ
10_1101-2021_01_08_425952	17	4	datasets	dataset	NNS
10_1101-2021_01_08_425952	17	5	more	more	RBR
10_1101-2021_01_08_425952	17	6	readily	readily	RB
10_1101-2021_01_08_425952	17	7	available	available	JJ
10_1101-2021_01_08_425952	17	8	,	,	,
10_1101-2021_01_08_425952	17	9	the	the	DT
10_1101-2021_01_08_425952	17	10	evaluation	evaluation	NN
10_1101-2021_01_08_425952	17	11	of	of	IN
10_1101-2021_01_08_425952	17	12	treatments	treatment	NNS
10_1101-2021_01_08_425952	17	13	over	over	IN
10_1101-2021_01_08_425952	17	14	long	long	JJ
10_1101-2021_01_08_425952	17	15	timescales	timescale	NNS
10_1101-2021_01_08_425952	17	16	can	can	MD
10_1101-2021_01_08_425952	17	17	contribute	contribute	VB
10_1101-2021_01_08_425952	17	18	to	to	IN
10_1101-2021_01_08_425952	17	19	clinical	clinical	JJ
10_1101-2021_01_08_425952	17	20	decision	decision	NN
10_1101-2021_01_08_425952	17	21	-	-	HYPH
10_1101-2021_01_08_425952	17	22	making	make	VBG
10_1101-2021_01_08_425952	17	23	Hepp	Hepp	NNP
10_1101-2021_01_08_425952	17	24	et	et	FW
10_1101-2021_01_08_425952	17	25	al	al	NNP
10_1101-2021_01_08_425952	17	26	.	.	.
10_1101-2021_01_08_425952	18	1	(	(	-LRB-
10_1101-2021_01_08_425952	18	2	2017	2017	CD
10_1101-2021_01_08_425952	18	3	)	)	-RRB-
10_1101-2021_01_08_425952	18	4	.	.	.
10_1101-2021_01_08_425952	19	1	For	for	IN
10_1101-2021_01_08_425952	19	2	example	example	NN
10_1101-2021_01_08_425952	19	3	,	,	,
10_1101-2021_01_08_425952	19	4	adverse	adverse	JJ
10_1101-2021_01_08_425952	19	5	events	event	NNS
10_1101-2021_01_08_425952	19	6	caused	cause	VBN
10_1101-2021_01_08_425952	19	7	by	by	IN
10_1101-2021_01_08_425952	19	8	prescription	prescription	NN
10_1101-2021_01_08_425952	19	9	medication	medication	NN
10_1101-2021_01_08_425952	19	10	can	can	MD
10_1101-2021_01_08_425952	19	11	be	be	VB
10_1101-2021_01_08_425952	19	12	studied	study	VBN
10_1101-2021_01_08_425952	19	13	using	use	VBG
10_1101-2021_01_08_425952	19	14	retrospective	retrospective	JJ
10_1101-2021_01_08_425952	19	15	data	datum	NNS
10_1101-2021_01_08_425952	19	16	in	in	IN
10_1101-2021_01_08_425952	19	17	situations	situation	NNS
10_1101-2021_01_08_425952	19	18	where	where	WRB
10_1101-2021_01_08_425952	19	19	randomized	randomized	JJ
10_1101-2021_01_08_425952	19	20	clinical	clinical	JJ
10_1101-2021_01_08_425952	19	21	trials	trial	NNS
10_1101-2021_01_08_425952	19	22	may	may	MD
10_1101-2021_01_08_425952	19	23	prove	prove	VB
10_1101-2021_01_08_425952	19	24	impracti-	impracti-	NN
10_1101-2021_01_08_425952	19	25	cal	cal	NNP
10_1101-2021_01_08_425952	19	26	Ghosh	Ghosh	NNP
10_1101-2021_01_08_425952	19	27	et	et	NNP
10_1101-2021_01_08_425952	19	28	al	al	NNP
10_1101-2021_01_08_425952	19	29	.	.	.
10_1101-2021_01_08_425952	20	1	(	(	-LRB-
10_1101-2021_01_08_425952	20	2	2019	2019	CD
10_1101-2021_01_08_425952	20	3	)	)	-RRB-
10_1101-2021_01_08_425952	20	4	;	;	:
10_1101-2021_01_08_425952	20	5	Bally	Bally	NNP
10_1101-2021_01_08_425952	20	6	et	et	NNP
10_1101-2021_01_08_425952	20	7	al	al	NNP
10_1101-2021_01_08_425952	20	8	.	.	.
10_1101-2021_01_08_425952	21	1	(	(	-LRB-
10_1101-2021_01_08_425952	21	2	2017	2017	CD
10_1101-2021_01_08_425952	21	3	)	)	-RRB-
10_1101-2021_01_08_425952	21	4	.	.	.
10_1101-2021_01_08_425952	22	1	This	this	DT
10_1101-2021_01_08_425952	22	2	publication	publication	NN
10_1101-2021_01_08_425952	22	3	serves	serve	VBZ
10_1101-2021_01_08_425952	22	4	as	as	IN
10_1101-2021_01_08_425952	22	5	an	an	DT
10_1101-2021_01_08_425952	22	6	introduction	introduction	NN
10_1101-2021_01_08_425952	22	7	to	to	IN
10_1101-2021_01_08_425952	22	8	the	the	DT
10_1101-2021_01_08_425952	22	9	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	22	10	R	r	NN
10_1101-2021_01_08_425952	22	11	package	package	NN
10_1101-2021_01_08_425952	22	12	and	and	CC
10_1101-2021_01_08_425952	22	13	whilst	whilst	IN
10_1101-2021_01_08_425952	22	14	this	this	DT
10_1101-2021_01_08_425952	22	15	publication	publication	NN
10_1101-2021_01_08_425952	22	16	is	be	VBZ
10_1101-2021_01_08_425952	22	17	by	by	IN
10_1101-2021_01_08_425952	22	18	no	no	DT
10_1101-2021_01_08_425952	22	19	means	means	NN
10_1101-2021_01_08_425952	22	20	a	a	DT
10_1101-2021_01_08_425952	22	21	complete	complete	JJ
10_1101-2021_01_08_425952	22	22	tutorial	tutorial	NN
10_1101-2021_01_08_425952	22	23	,	,	,
10_1101-2021_01_08_425952	22	24	we	-PRON-	PRP
10_1101-2021_01_08_425952	22	25	will	will	MD
10_1101-2021_01_08_425952	22	26	expand	expand	VB
10_1101-2021_01_08_425952	22	27	on	on	IN
10_1101-2021_01_08_425952	22	28	some	some	DT
10_1101-2021_01_08_425952	22	29	of	of	IN
10_1101-2021_01_08_425952	22	30	the	the	DT
10_1101-2021_01_08_425952	22	31	main	main	JJ
10_1101-2021_01_08_425952	22	32	pack-	pack-	NN
10_1101-2021_01_08_425952	22	33	age	age	NN
10_1101-2021_01_08_425952	22	34	features	feature	NNS
10_1101-2021_01_08_425952	22	35	,	,	,
10_1101-2021_01_08_425952	22	36	such	such	JJ
10_1101-2021_01_08_425952	22	37	as	as	IN
10_1101-2021_01_08_425952	22	38	,	,	,
10_1101-2021_01_08_425952	22	39	how	how	WRB
10_1101-2021_01_08_425952	22	40	to	to	TO
10_1101-2021_01_08_425952	22	41	:	:	:
10_1101-2021_01_08_425952	22	42	Isolate	isolate	VB
10_1101-2021_01_08_425952	22	43	patients	patient	NNS
10_1101-2021_01_08_425952	22	44	by	by	IN
10_1101-2021_01_08_425952	22	45	first	first	JJ
10_1101-2021_01_08_425952	22	46	drug	drug	NN
10_1101-2021_01_08_425952	22	47	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	22	48	at	at	IN
10_1101-2021_01_08_425952	22	49	given	give	VBN
10_1101-2021_01_08_425952	22	50	clinical	clinical	JJ
10_1101-2021_01_08_425952	22	51	events	event	NNS
10_1101-2021_01_08_425952	22	52	;	;	:
10_1101-2021_01_08_425952	22	53	calculate	calculate	VBP
10_1101-2021_01_08_425952	22	54	time	time	NN
10_1101-2021_01_08_425952	22	55	-	-	HYPH
10_1101-2021_01_08_425952	22	56	invariant	invariant	JJ
10_1101-2021_01_08_425952	22	57	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	22	58	;	;	:
10_1101-2021_01_08_425952	22	59	construct	construct	VB
10_1101-2021_01_08_425952	22	60	survival	survival	NN
10_1101-2021_01_08_425952	22	61	analysis	analysis	NN
10_1101-2021_01_08_425952	22	62	timelines	timeline	NNS
10_1101-2021_01_08_425952	22	63	(	(	-LRB-
10_1101-2021_01_08_425952	22	64	compati-	compati-	NNP
10_1101-2021_01_08_425952	22	65	ble	ble	NNP
10_1101-2021_01_08_425952	22	66	with	with	IN
10_1101-2021_01_08_425952	22	67	Cox	Cox	NNP
10_1101-2021_01_08_425952	22	68	proportional	proportional	JJ
10_1101-2021_01_08_425952	22	69	hazard	hazard	NN
10_1101-2021_01_08_425952	22	70	regression	regression	NN
10_1101-2021_01_08_425952	22	71	and	and	CC
10_1101-2021_01_08_425952	22	72	Kaplan	Kaplan	NNP
10_1101-2021_01_08_425952	22	73	Meier	Meier	NNP
10_1101-2021_01_08_425952	22	74	curves	curve	NNS
10_1101-2021_01_08_425952	22	75	)	)	-RRB-
10_1101-2021_01_08_425952	22	76	,	,	,
10_1101-2021_01_08_425952	22	77	and	and	CC
10_1101-2021_01_08_425952	22	78	;	;	:
10_1101-2021_01_08_425952	22	79	visualise	visualise	VB
10_1101-2021_01_08_425952	22	80	patient	patient	JJ
10_1101-2021_01_08_425952	22	81	prescription	prescription	NN
10_1101-2021_01_08_425952	22	82	switching	switching	NN
10_1101-2021_01_08_425952	22	83	.	.	.
10_1101-2021_01_08_425952	23	1	For	for	IN
10_1101-2021_01_08_425952	23	2	a	a	DT
10_1101-2021_01_08_425952	23	3	comprehensive	comprehensive	JJ
10_1101-2021_01_08_425952	23	4	list	list	NN
10_1101-2021_01_08_425952	23	5	of	of	IN
10_1101-2021_01_08_425952	23	6	functions	function	NNS
10_1101-2021_01_08_425952	23	7	please	please	UH
10_1101-2021_01_08_425952	23	8	visit	visit	VB
10_1101-2021_01_08_425952	23	9	the	the	DT
10_1101-2021_01_08_425952	23	10	Github	Github	NNP
10_1101-2021_01_08_425952	23	11	reposi-	reposi-	NN
10_1101-2021_01_08_425952	23	12	tory	tory	NN
10_1101-2021_01_08_425952	23	13	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NN
10_1101-2021_01_08_425952	23	14	.	.	.
10_1101-2021_01_08_425952	24	1	Almost	almost	RB
10_1101-2021_01_08_425952	24	2	all	all	DT
10_1101-2021_01_08_425952	24	3	features	feature	NNS
10_1101-2021_01_08_425952	24	4	can	can	MD
10_1101-2021_01_08_425952	24	5	be	be	VB
10_1101-2021_01_08_425952	24	6	controlled	control	VBN
10_1101-2021_01_08_425952	24	7	by	by	IN
10_1101-2021_01_08_425952	24	8	covariates	covariate	NNS
10_1101-2021_01_08_425952	24	9	or	or	CC
10_1101-2021_01_08_425952	24	10	stratified	stratify	VBN
10_1101-2021_01_08_425952	24	11	by	by	IN
10_1101-2021_01_08_425952	24	12	some	some	DT
10_1101-2021_01_08_425952	24	13	variable	variable	NN
10_1101-2021_01_08_425952	24	14	,	,	,
10_1101-2021_01_08_425952	24	15	for	for	IN
10_1101-2021_01_08_425952	24	16	example	example	NN
10_1101-2021_01_08_425952	24	17	,	,	,
10_1101-2021_01_08_425952	24	18	by	by	IN
10_1101-2021_01_08_425952	24	19	gender	gender	NN
10_1101-2021_01_08_425952	24	20	,	,	,
10_1101-2021_01_08_425952	24	21	age	age	NN
10_1101-2021_01_08_425952	24	22	,	,	,
10_1101-2021_01_08_425952	24	23	medical	medical	JJ
10_1101-2021_01_08_425952	24	24	codes	code	NNS
10_1101-2021_01_08_425952	24	25	or	or	CC
10_1101-2021_01_08_425952	24	26	treatment	treatment	NN
10_1101-2021_01_08_425952	24	27	product	product	NN
10_1101-2021_01_08_425952	24	28	codes	code	NNS
10_1101-2021_01_08_425952	24	29	.	.	.
10_1101-2021_01_08_425952	25	1	The	the	DT
10_1101-2021_01_08_425952	25	2	example	example	NN
10_1101-2021_01_08_425952	25	3	code	code	NN
10_1101-2021_01_08_425952	25	4	,	,	,
10_1101-2021_01_08_425952	25	5	figures	figure	NNS
10_1101-2021_01_08_425952	25	6	and	and	CC
10_1101-2021_01_08_425952	25	7	data	datum	NNS
10_1101-2021_01_08_425952	25	8	structures	structure	NNS
10_1101-2021_01_08_425952	25	9	presented	present	VBN
10_1101-2021_01_08_425952	25	10	here	here	RB
10_1101-2021_01_08_425952	25	11	mimic	mimic	VBP
10_1101-2021_01_08_425952	25	12	a	a	DT
10_1101-2021_01_08_425952	25	13	small	small	JJ
10_1101-2021_01_08_425952	25	14	fraction	fraction	NN
10_1101-2021_01_08_425952	25	15	of	of	IN
10_1101-2021_01_08_425952	25	16	our	-PRON-	PRP$
10_1101-2021_01_08_425952	25	17	own	own	JJ
10_1101-2021_01_08_425952	25	18	research	research	NN
10_1101-2021_01_08_425952	25	19	.	.	.
10_1101-2021_01_08_425952	26	1	In	in	IN
10_1101-2021_01_08_425952	26	2	the	the	DT
10_1101-2021_01_08_425952	26	3	interest	interest	NN
10_1101-2021_01_08_425952	26	4	of	of	IN
10_1101-2021_01_08_425952	26	5	patient	patient	JJ
10_1101-2021_01_08_425952	26	6	confidentiality	confidentiality	NN
10_1101-2021_01_08_425952	26	7	,	,	,
10_1101-2021_01_08_425952	26	8	the	the	DT
10_1101-2021_01_08_425952	26	9	clinical	clinical	JJ
10_1101-2021_01_08_425952	26	10	data	datum	NNS
10_1101-2021_01_08_425952	26	11	used	use	VBN
10_1101-2021_01_08_425952	26	12	in	in	IN
10_1101-2021_01_08_425952	26	13	the	the	DT
10_1101-2021_01_08_425952	26	14	analysis	analysis	NN
10_1101-2021_01_08_425952	26	15	have	have	VBP
10_1101-2021_01_08_425952	26	16	been	be	VBN
10_1101-2021_01_08_425952	26	17	fabricated	fabricate	VBN
10_1101-2021_01_08_425952	26	18	.	.	.
10_1101-2021_01_08_425952	27	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	27	2	present	present	VBP
10_1101-2021_01_08_425952	27	3	a	a	DT
10_1101-2021_01_08_425952	27	4	brief	brief	JJ
10_1101-2021_01_08_425952	27	5	tour	tour	NN
10_1101-2021_01_08_425952	27	6	of	of	IN
10_1101-2021_01_08_425952	27	7	some	some	DT
10_1101-2021_01_08_425952	27	8	of	of	IN
10_1101-2021_01_08_425952	27	9	the	the	DT
10_1101-2021_01_08_425952	27	10	functions	function	NNS
10_1101-2021_01_08_425952	27	11	available	available	JJ
10_1101-2021_01_08_425952	27	12	,	,	,
10_1101-2021_01_08_425952	27	13	starting	start	VBG
10_1101-2021_01_08_425952	27	14	with	with	IN
10_1101-2021_01_08_425952	27	15	a	a	DT
10_1101-2021_01_08_425952	27	16	discussion	discussion	NN
10_1101-2021_01_08_425952	27	17	on	on	IN
10_1101-2021_01_08_425952	27	18	the	the	DT
10_1101-2021_01_08_425952	27	19	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	27	20	data	data	NN
10_1101-2021_01_08_425952	27	21	structure	structure	NN
10_1101-2021_01_08_425952	27	22	and	and	CC
10_1101-2021_01_08_425952	27	23	how	how	WRB
10_1101-2021_01_08_425952	27	24	records	record	NNS
10_1101-2021_01_08_425952	27	25	must	must	MD
10_1101-2021_01_08_425952	27	26	be	be	VB
10_1101-2021_01_08_425952	27	27	formatted	format	VBN
10_1101-2021_01_08_425952	27	28	.	.	.
10_1101-2021_01_08_425952	28	1	A	a	DT
10_1101-2021_01_08_425952	28	2	glossary	glossary	NN
10_1101-2021_01_08_425952	28	3	of	of	IN
10_1101-2021_01_08_425952	28	4	terms	term	NNS
10_1101-2021_01_08_425952	28	5	has	have	VBZ
10_1101-2021_01_08_425952	28	6	been	be	VBN
10_1101-2021_01_08_425952	28	7	provided	provide	VBN
10_1101-2021_01_08_425952	28	8	(	(	-LRB-
10_1101-2021_01_08_425952	28	9	Table	table	NN
10_1101-2021_01_08_425952	28	10	1	1	CD
10_1101-2021_01_08_425952	28	11	)	)	-RRB-
10_1101-2021_01_08_425952	28	12	to	to	TO
10_1101-2021_01_08_425952	28	13	assist	assist	VB
10_1101-2021_01_08_425952	28	14	the	the	DT
10_1101-2021_01_08_425952	28	15	reader	reader	NN
10_1101-2021_01_08_425952	28	16	.	.	.
10_1101-2021_01_08_425952	29	1	2	2	LS
10_1101-2021_01_08_425952	29	2	.	.	.
10_1101-2021_01_08_425952	29	3	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	29	4	package	package	NN
10_1101-2021_01_08_425952	29	5	and	and	CC
10_1101-2021_01_08_425952	29	6	data	data	NN
10_1101-2021_01_08_425952	29	7	structures	structure	NNS
10_1101-2021_01_08_425952	29	8	2.1	2.1	CD
10_1101-2021_01_08_425952	29	9	.	.	.
10_1101-2021_01_08_425952	29	10	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	29	11	availability	availability	NN
10_1101-2021_01_08_425952	29	12	and	and	CC
10_1101-2021_01_08_425952	29	13	installation	installation	NN
10_1101-2021_01_08_425952	29	14	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	29	15	is	be	VBZ
10_1101-2021_01_08_425952	29	16	free	free	JJ
10_1101-2021_01_08_425952	29	17	to	to	TO
10_1101-2021_01_08_425952	29	18	download	download	VB
10_1101-2021_01_08_425952	29	19	from	from	IN
10_1101-2021_01_08_425952	29	20	the	the	DT
10_1101-2021_01_08_425952	29	21	Github	Github	NNP
10_1101-2021_01_08_425952	29	22	repository	repository	NN
10_1101-2021_01_08_425952	29	23	https://github.com/acnash/	https://github.com/acnash/	NNP
10_1101-2021_01_08_425952	29	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	29	25	and	and	CC
10_1101-2021_01_08_425952	29	26	holds	hold	VBZ
10_1101-2021_01_08_425952	29	27	an	an	DT
10_1101-2021_01_08_425952	29	28	MIT	MIT	NNP
10_1101-2021_01_08_425952	29	29	license	license	NN
10_1101-2021_01_08_425952	29	30	.	.	.
10_1101-2021_01_08_425952	30	1	Fabricated	fabricated	JJ
10_1101-2021_01_08_425952	30	2	CPRD	cprd	VBP
10_1101-2021_01_08_425952	30	3	clinical	clinical	JJ
10_1101-2021_01_08_425952	30	4	and	and	CC
10_1101-2021_01_08_425952	30	5	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	30	6	prescrip-	prescrip-	JJ
10_1101-2021_01_08_425952	30	7	tion	tion	NN
10_1101-2021_01_08_425952	30	8	records	record	NNS
10_1101-2021_01_08_425952	30	9	in	in	IN
10_1101-2021_01_08_425952	30	10	addition	addition	NN
10_1101-2021_01_08_425952	30	11	to	to	IN
10_1101-2021_01_08_425952	30	12	age	age	NN
10_1101-2021_01_08_425952	30	13	,	,	,
10_1101-2021_01_08_425952	30	14	gender	gender	NN
10_1101-2021_01_08_425952	30	15	and	and	CC
10_1101-2021_01_08_425952	30	16	index	index	NN
10_1101-2021_01_08_425952	30	17	of	of	IN
10_1101-2021_01_08_425952	30	18	multiple	multiple	JJ
10_1101-2021_01_08_425952	30	19	deprivation	deprivation	NN
10_1101-2021_01_08_425952	30	20	scores	score	NNS
10_1101-2021_01_08_425952	30	21	are	be	VBP
10_1101-2021_01_08_425952	30	22	included	include	VBN
10_1101-2021_01_08_425952	30	23	for	for	IN
10_1101-2021_01_08_425952	30	24	test	test	NN
10_1101-2021_01_08_425952	30	25	and	and	CC
10_1101-2021_01_08_425952	30	26	tutorial	tutorial	JJ
10_1101-2021_01_08_425952	30	27	purposes	purpose	NNS
10_1101-2021_01_08_425952	30	28	.	.	.
10_1101-2021_01_08_425952	31	1	Before	before	IN
10_1101-2021_01_08_425952	31	2	installing	instal	VBG
10_1101-2021_01_08_425952	31	3	the	the	DT
10_1101-2021_01_08_425952	31	4	package	package	NN
10_1101-2021_01_08_425952	31	5	,	,	,
10_1101-2021_01_08_425952	31	6	the	the	DT
10_1101-2021_01_08_425952	31	7	following	follow	VBG
10_1101-2021_01_08_425952	31	8	R	r	NN
10_1101-2021_01_08_425952	31	9	dependencies	dependency	NNS
10_1101-2021_01_08_425952	31	10	are	be	VBP
10_1101-2021_01_08_425952	31	11	required	require	VBN
10_1101-2021_01_08_425952	31	12	:	:	:
10_1101-2021_01_08_425952	31	13	plyr	plyr	NNP
10_1101-2021_01_08_425952	31	14	,	,	,
10_1101-2021_01_08_425952	31	15	dplyr	dplyr	NNP
10_1101-2021_01_08_425952	31	16	,	,	,
10_1101-2021_01_08_425952	31	17	foreach	foreach	NNP
10_1101-2021_01_08_425952	31	18	,	,	,
10_1101-2021_01_08_425952	31	19	doParallel	doParallel	NNP
10_1101-2021_01_08_425952	31	20	,	,	,
10_1101-2021_01_08_425952	31	21	data.table	data.table	NN
10_1101-2021_01_08_425952	31	22	,	,	,
10_1101-2021_01_08_425952	31	23	parallel	parallel	NN
10_1101-2021_01_08_425952	31	24	,	,	,
10_1101-2021_01_08_425952	31	25	splus2R	splus2r	NN
10_1101-2021_01_08_425952	31	26	,	,	,
10_1101-2021_01_08_425952	31	27	rlist	rlist	NN
10_1101-2021_01_08_425952	31	28	,	,	,
10_1101-2021_01_08_425952	31	29	reda	reda	NNS
10_1101-2021_01_08_425952	31	30	,	,	,
10_1101-2021_01_08_425952	31	31	ggplot2	ggplot2	NN
10_1101-2021_01_08_425952	31	32	,	,	,
10_1101-2021_01_08_425952	31	33	ggalluvial	ggalluvial	NN
10_1101-2021_01_08_425952	31	34	,	,	,
10_1101-2021_01_08_425952	31	35	stats	stat	NNS
10_1101-2021_01_08_425952	31	36	,	,	,
10_1101-2021_01_08_425952	31	37	utils	util	NNS
10_1101-2021_01_08_425952	31	38	and	and	CC
10_1101-2021_01_08_425952	31	39	useful	useful	JJ
10_1101-2021_01_08_425952	31	40	.	.	.
10_1101-2021_01_08_425952	32	1	The	the	DT
10_1101-2021_01_08_425952	32	2	latest	late	JJS
10_1101-2021_01_08_425952	32	3	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	32	4	binary	binary	NN
10_1101-2021_01_08_425952	32	5	is	be	VBZ
10_1101-2021_01_08_425952	32	6	install	install	NN
10_1101-2021_01_08_425952	32	7	using	use	VBG
10_1101-2021_01_08_425952	32	8	:	:	:
10_1101-2021_01_08_425952	32	9	install.packages("path	install.packages("path	NNP
10_1101-2021_01_08_425952	32	10	/	/	SYM
10_1101-2021_01_08_425952	32	11	to	to	IN
10_1101-2021_01_08_425952	32	12	/	/	SYM
10_1101-2021_01_08_425952	32	13	tar	tar	NN
10_1101-2021_01_08_425952	32	14	/	/	SYM
10_1101-2021_01_08_425952	32	15	file	file	NN
10_1101-2021_01_08_425952	32	16	"	"	''
10_1101-2021_01_08_425952	32	17	,	,	,
10_1101-2021_01_08_425952	32	18	source	source	NN
10_1101-2021_01_08_425952	32	19	=	=	-RRB-
10_1101-2021_01_08_425952	32	20	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	32	21	,	,	,
10_1101-2021_01_08_425952	32	22	repos	repos	NNP
10_1101-2021_01_08_425952	32	23	=	=	SYM
10_1101-2021_01_08_425952	32	24	NULL	NULL	NNP
10_1101-2021_01_08_425952	32	25	)	)	-RRB-
10_1101-2021_01_08_425952	32	26	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	32	27	was	be	VBD
10_1101-2021_01_08_425952	32	28	developed	develop	VBN
10_1101-2021_01_08_425952	32	29	and	and	CC
10_1101-2021_01_08_425952	32	30	tested	test	VBN
10_1101-2021_01_08_425952	32	31	on	on	IN
10_1101-2021_01_08_425952	32	32	R	r	NN
10_1101-2021_01_08_425952	32	33	version	version	NN
10_1101-2021_01_08_425952	32	34	4.0.1	4.0.1	NN
10_1101-2021_01_08_425952	32	35	.	.	.
10_1101-2021_01_08_425952	33	1	Please	please	UH
10_1101-2021_01_08_425952	33	2	consult	consult	VB
10_1101-2021_01_08_425952	33	3	the	the	DT
10_1101-2021_01_08_425952	33	4	Github	Github	NNP
10_1101-2021_01_08_425952	33	5	page	page	NN
10_1101-2021_01_08_425952	33	6	for	for	IN
10_1101-2021_01_08_425952	33	7	release	release	NN
10_1101-2021_01_08_425952	33	8	notes	note	NNS
10_1101-2021_01_08_425952	33	9	,	,	,
10_1101-2021_01_08_425952	33	10	the	the	DT
10_1101-2021_01_08_425952	33	11	latest	late	JJS
10_1101-2021_01_08_425952	33	12	version	version	NN
10_1101-2021_01_08_425952	33	13	and	and	CC
10_1101-2021_01_08_425952	33	14	up	up	IN
10_1101-2021_01_08_425952	33	15	to	to	IN
10_1101-2021_01_08_425952	33	16	date	date	NN
10_1101-2021_01_08_425952	33	17	installation	installation	NN
10_1101-2021_01_08_425952	33	18	instructions	instruction	NNS
10_1101-2021_01_08_425952	33	19	.	.	.
10_1101-2021_01_08_425952	34	1	2.2	2.2	CD
10_1101-2021_01_08_425952	34	2	.	.	.
10_1101-2021_01_08_425952	35	1	CPRD	cprd	JJ
10_1101-2021_01_08_425952	35	2	product	product	NN
10_1101-2021_01_08_425952	35	3	descirption	descirption	NN
10_1101-2021_01_08_425952	35	4	Several	several	JJ
10_1101-2021_01_08_425952	35	5	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	35	6	functions	function	NNS
10_1101-2021_01_08_425952	35	7	use	use	VBP
10_1101-2021_01_08_425952	35	8	the	the	DT
10_1101-2021_01_08_425952	35	9	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	35	10	product.txt	product.txt	CD
10_1101-2021_01_08_425952	35	11	file	file	NN
10_1101-2021_01_08_425952	35	12	for	for	IN
10_1101-2021_01_08_425952	35	13	assigning	assign	VBG
10_1101-2021_01_08_425952	35	14	a	a	DT
10_1101-2021_01_08_425952	35	15	text	text	NN
10_1101-2021_01_08_425952	35	16	descrip-	descrip-	VBZ
10_1101-2021_01_08_425952	35	17	tion	tion	NN
10_1101-2021_01_08_425952	35	18	to	to	IN
10_1101-2021_01_08_425952	35	19	a	a	DT
10_1101-2021_01_08_425952	35	20	prescription	prescription	NN
10_1101-2021_01_08_425952	35	21	prodcode	prodcode	NN
10_1101-2021_01_08_425952	35	22	.	.	.
10_1101-2021_01_08_425952	36	1	The	the	DT
10_1101-2021_01_08_425952	36	2	product.txt	product.txt	CD
10_1101-2021_01_08_425952	36	3	(	(	-LRB-
10_1101-2021_01_08_425952	36	4	and	and	CC
10_1101-2021_01_08_425952	36	5	medical.txt	medical.txt	NNS
10_1101-2021_01_08_425952	36	6	for	for	IN
10_1101-2021_01_08_425952	36	7	medcode	medcode	NNP
10_1101-2021_01_08_425952	36	8	description	description	NN
10_1101-2021_01_08_425952	36	9	)	)	-RRB-
10_1101-2021_01_08_425952	36	10	is	be	VBZ
10_1101-2021_01_08_425952	36	11	available	available	JJ
10_1101-2021_01_08_425952	36	12	in	in	IN
10_1101-2021_01_08_425952	36	13	the	the	DT
10_1101-2021_01_08_425952	36	14	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	36	15	Data	Data	NNP
10_1101-2021_01_08_425952	36	16	Dictionary	Dictionary	NNP
10_1101-2021_01_08_425952	36	17	Windows	Windows	NNP
10_1101-2021_01_08_425952	36	18	software	software	NN
10_1101-2021_01_08_425952	36	19	.	.	.
10_1101-2021_01_08_425952	37	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	37	2	is	be	VBZ
10_1101-2021_01_08_425952	37	3	important	important	JJ
10_1101-2021_01_08_425952	37	4	that	that	IN
10_1101-2021_01_08_425952	37	5	the	the	DT
10_1101-2021_01_08_425952	37	6	file	file	NN
10_1101-2021_01_08_425952	37	7	.CC	.CC	:
10_1101-2021_01_08_425952	37	8	-	-	:
10_1101-2021_01_08_425952	37	9	BY	by	IN
10_1101-2021_01_08_425952	37	10	-	-	HYPH
10_1101-2021_01_08_425952	37	11	ND	ND	NNP
10_1101-2021_01_08_425952	37	12	4.0	4.0	CD
10_1101-2021_01_08_425952	37	13	International	international	JJ
10_1101-2021_01_08_425952	37	14	licensemade	licensemade	NN
10_1101-2021_01_08_425952	37	15	available	available	JJ
10_1101-2021_01_08_425952	37	16	under	under	IN
10_1101-2021_01_08_425952	37	17	a	a	DT
10_1101-2021_01_08_425952	37	18	(	(	-LRB-
10_1101-2021_01_08_425952	37	19	which	which	WDT
10_1101-2021_01_08_425952	37	20	was	be	VBD
10_1101-2021_01_08_425952	37	21	not	not	RB
10_1101-2021_01_08_425952	37	22	certified	certify	VBN
10_1101-2021_01_08_425952	37	23	by	by	IN
10_1101-2021_01_08_425952	37	24	peer	peer	NN
10_1101-2021_01_08_425952	37	25	review	review	NN
10_1101-2021_01_08_425952	37	26	)	)	-RRB-
10_1101-2021_01_08_425952	37	27	is	be	VBZ
10_1101-2021_01_08_425952	37	28	the	the	DT
10_1101-2021_01_08_425952	37	29	author	author	NN
10_1101-2021_01_08_425952	37	30	/	/	SYM
10_1101-2021_01_08_425952	37	31	funder	funder	NN
10_1101-2021_01_08_425952	37	32	,	,	,
10_1101-2021_01_08_425952	37	33	who	who	WP
10_1101-2021_01_08_425952	37	34	has	have	VBZ
10_1101-2021_01_08_425952	37	35	granted	grant	VBN
10_1101-2021_01_08_425952	37	36	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	37	37	a	a	DT
10_1101-2021_01_08_425952	37	38	license	license	NN
10_1101-2021_01_08_425952	37	39	to	to	TO
10_1101-2021_01_08_425952	37	40	display	display	VB
10_1101-2021_01_08_425952	37	41	the	the	DT
10_1101-2021_01_08_425952	37	42	preprint	preprint	NN
10_1101-2021_01_08_425952	37	43	in	in	IN
10_1101-2021_01_08_425952	37	44	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	37	45	.	.	.
10_1101-2021_01_08_425952	38	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	38	2	is	be	VBZ
10_1101-2021_01_08_425952	38	3	The	the	DT
10_1101-2021_01_08_425952	38	4	copyright	copyright	NN
10_1101-2021_01_08_425952	38	5	holder	holder	NN
10_1101-2021_01_08_425952	38	6	for	for	IN
10_1101-2021_01_08_425952	38	7	this	this	DT
10_1101-2021_01_08_425952	38	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	38	9	version	version	NN
10_1101-2021_01_08_425952	38	10	posted	post	VBD
10_1101-2021_01_08_425952	38	11	January	January	NNP
10_1101-2021_01_08_425952	38	12	9	9	CD
10_1101-2021_01_08_425952	38	13	,	,	,
10_1101-2021_01_08_425952	38	14	2021	2021	CD
10_1101-2021_01_08_425952	38	15	.	.	.
10_1101-2021_01_08_425952	38	16	;	;	:
10_1101-2021_01_08_425952	38	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	38	18	:	:	:
10_1101-2021_01_08_425952	38	19	bioRxiv	biorxiv	VB
10_1101-2021_01_08_425952	38	20	preprint	preprint	JJ
10_1101-2021_01_08_425952	38	21	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NN
10_1101-2021_01_08_425952	38	22	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NN
10_1101-2021_01_08_425952	38	23	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NNP
10_1101-2021_01_08_425952	38	24	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NNP
10_1101-2021_01_08_425952	38	25	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	38	26	Journal	Journal	NNP
10_1101-2021_01_08_425952	38	27	of	of	IN
10_1101-2021_01_08_425952	38	28	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	38	29	Software	Software	NNP
10_1101-2021_01_08_425952	38	30	3	3	CD
10_1101-2021_01_08_425952	38	31	Term	term	NN
10_1101-2021_01_08_425952	38	32	Description	description	NN
10_1101-2021_01_08_425952	38	33	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	38	34	An	an	DT
10_1101-2021_01_08_425952	38	35	R	r	NN
10_1101-2021_01_08_425952	38	36	packaged	package	VBN
10_1101-2021_01_08_425952	38	37	designed	design	VBN
10_1101-2021_01_08_425952	38	38	for	for	IN
10_1101-2021_01_08_425952	38	39	the	the	DT
10_1101-2021_01_08_425952	38	40	management	management	NN
10_1101-2021_01_08_425952	38	41	of	of	IN
10_1101-2021_01_08_425952	38	42	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	38	43	prescription	prescription	NN
10_1101-2021_01_08_425952	38	44	data	datum	NNS
10_1101-2021_01_08_425952	38	45	.	.	.
10_1101-2021_01_08_425952	39	1	clinical	clinical	JJ
10_1101-2021_01_08_425952	39	2	The	the	DT
10_1101-2021_01_08_425952	39	3	ClinicalNNN.txt	clinicalnnn.txt	CD
10_1101-2021_01_08_425952	39	4	dataset	dataset	NN
10_1101-2021_01_08_425952	39	5	presented	present	VBD
10_1101-2021_01_08_425952	39	6	in	in	IN
10_1101-2021_01_08_425952	39	7	a	a	DT
10_1101-2021_01_08_425952	39	8	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	39	9	dataframe	dataframe	NN
10_1101-2021_01_08_425952	39	10	.	.	.
10_1101-2021_01_08_425952	40	1	referral	referral	NN
10_1101-2021_01_08_425952	40	2	The	the	DT
10_1101-2021_01_08_425952	40	3	ReferralNNN.txt	referralnnn.txt	CD
10_1101-2021_01_08_425952	40	4	dataset	dataset	NN
10_1101-2021_01_08_425952	40	5	presented	present	VBD
10_1101-2021_01_08_425952	40	6	in	in	IN
10_1101-2021_01_08_425952	40	7	a	a	DT
10_1101-2021_01_08_425952	40	8	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	40	9	dataframe	dataframe	NN
10_1101-2021_01_08_425952	40	10	.	.	.
10_1101-2021_01_08_425952	41	1	therapy	therapy	NN
10_1101-2021_01_08_425952	41	2	The	the	DT
10_1101-2021_01_08_425952	41	3	TherapyNNN.txt	therapynnn.txt	CD
10_1101-2021_01_08_425952	41	4	dataset	dataset	NN
10_1101-2021_01_08_425952	41	5	presented	present	VBD
10_1101-2021_01_08_425952	41	6	in	in	IN
10_1101-2021_01_08_425952	41	7	a	a	DT
10_1101-2021_01_08_425952	41	8	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	41	9	dataframe	dataframe	NN
10_1101-2021_01_08_425952	41	10	.	.	.
10_1101-2021_01_08_425952	42	1	AdditionalNNN.txt	additionalnnn.txt	CD
10_1101-2021_01_08_425952	42	2	The	the	DT
10_1101-2021_01_08_425952	42	3	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	42	4	dataset	dataset	NN
10_1101-2021_01_08_425952	42	5	of	of	IN
10_1101-2021_01_08_425952	42	6	additional	additional	JJ
10_1101-2021_01_08_425952	42	7	clinical	clinical	JJ
10_1101-2021_01_08_425952	42	8	information	information	NN
10_1101-2021_01_08_425952	42	9	,	,	,
10_1101-2021_01_08_425952	42	10	for	for	IN
10_1101-2021_01_08_425952	42	11	example	example	NN
10_1101-2021_01_08_425952	42	12	,	,	,
10_1101-2021_01_08_425952	42	13	patient	patient	NN
10_1101-2021_01_08_425952	42	14	smoking	smoking	NN
10_1101-2021_01_08_425952	42	15	status	status	NN
10_1101-2021_01_08_425952	42	16	and	and	CC
10_1101-2021_01_08_425952	42	17	alcohol	alcohol	NN
10_1101-2021_01_08_425952	42	18	comsumption	comsumption	NN
10_1101-2021_01_08_425952	42	19	.	.	.
10_1101-2021_01_08_425952	43	1	Data	datum	NNS
10_1101-2021_01_08_425952	43	2	can	can	MD
10_1101-2021_01_08_425952	43	3	be	be	VB
10_1101-2021_01_08_425952	43	4	retrieved	retrieve	VBN
10_1101-2021_01_08_425952	43	5	using	use	VBG
10_1101-2021_01_08_425952	43	6	CPRDLookups	cprdlookup	NNS
10_1101-2021_01_08_425952	43	7	.	.	.
10_1101-2021_01_08_425952	43	8	R.	R.	NNP
10_1101-2021_01_08_425952	44	1	modecode	modecode	NNP
10_1101-2021_01_08_425952	44	2	A	a	DT
10_1101-2021_01_08_425952	44	3	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	44	4	identifier	identifier	NN
10_1101-2021_01_08_425952	44	5	that	that	WDT
10_1101-2021_01_08_425952	44	6	denotes	denote	VBZ
10_1101-2021_01_08_425952	44	7	medical	medical	JJ
10_1101-2021_01_08_425952	44	8	conditions	condition	NNS
10_1101-2021_01_08_425952	44	9	,	,	,
10_1101-2021_01_08_425952	44	10	diagnosis	diagnosis	NN
10_1101-2021_01_08_425952	44	11	and	and	CC
10_1101-2021_01_08_425952	44	12	com-	com-	NN
10_1101-2021_01_08_425952	44	13	plaints	plaint	NNS
10_1101-2021_01_08_425952	44	14	made	make	VBN
10_1101-2021_01_08_425952	44	15	by	by	IN
10_1101-2021_01_08_425952	44	16	a	a	DT
10_1101-2021_01_08_425952	44	17	patient	patient	NN
10_1101-2021_01_08_425952	44	18	.	.	.
10_1101-2021_01_08_425952	45	1	medcodes	medcode	NNS
10_1101-2021_01_08_425952	45	2	are	be	VBP
10_1101-2021_01_08_425952	45	3	recorded	record	VBN
10_1101-2021_01_08_425952	45	4	in	in	IN
10_1101-2021_01_08_425952	45	5	the	the	DT
10_1101-2021_01_08_425952	45	6	ClinicalNNN.txt	clinicalnnn.txt	NN
10_1101-2021_01_08_425952	45	7	and	and	CC
10_1101-2021_01_08_425952	45	8	ReferralNNN.txt	referralnnn.txt	CD
10_1101-2021_01_08_425952	45	9	files	file	NNS
10_1101-2021_01_08_425952	45	10	.	.	.
10_1101-2021_01_08_425952	46	1	prodcode	prodcode	VB
10_1101-2021_01_08_425952	46	2	A	a	DT
10_1101-2021_01_08_425952	46	3	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	46	4	identifier	identifier	NN
10_1101-2021_01_08_425952	46	5	that	that	WDT
10_1101-2021_01_08_425952	46	6	denotes	denote	VBZ
10_1101-2021_01_08_425952	46	7	treatment	treatment	NN
10_1101-2021_01_08_425952	46	8	products	product	NNS
10_1101-2021_01_08_425952	46	9	,	,	,
10_1101-2021_01_08_425952	46	10	including	include	VBG
10_1101-2021_01_08_425952	46	11	drugs	drug	NNS
10_1101-2021_01_08_425952	46	12	,	,	,
10_1101-2021_01_08_425952	46	13	foods	food	NNS
10_1101-2021_01_08_425952	46	14	,	,	,
10_1101-2021_01_08_425952	46	15	and	and	CC
10_1101-2021_01_08_425952	46	16	medical	medical	JJ
10_1101-2021_01_08_425952	46	17	apparatus	apparatus	NN
10_1101-2021_01_08_425952	46	18	.	.	.
10_1101-2021_01_08_425952	47	1	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	47	2	are	be	VBP
10_1101-2021_01_08_425952	47	3	recorded	record	VBN
10_1101-2021_01_08_425952	47	4	in	in	IN
10_1101-2021_01_08_425952	47	5	the	the	DT
10_1101-2021_01_08_425952	47	6	Thera-	Thera-	NNP
10_1101-2021_01_08_425952	47	7	pyNNN.txt	pyNNN.txt	NNP
10_1101-2021_01_08_425952	47	8	files	file	NNS
10_1101-2021_01_08_425952	47	9	.	.	.
10_1101-2021_01_08_425952	48	1	patid	patid	VB
10_1101-2021_01_08_425952	48	2	A	a	DT
10_1101-2021_01_08_425952	48	3	unique	unique	JJ
10_1101-2021_01_08_425952	48	4	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	48	5	patient	patient	NN
10_1101-2021_01_08_425952	48	6	identifier	identifier	NN
10_1101-2021_01_08_425952	48	7	.	.	.
10_1101-2021_01_08_425952	49	1	Used	use	VBN
10_1101-2021_01_08_425952	49	2	to	to	TO
10_1101-2021_01_08_425952	49	3	link	link	VB
10_1101-2021_01_08_425952	49	4	datasets	dataset	NNS
10_1101-2021_01_08_425952	49	5	.	.	.
10_1101-2021_01_08_425952	50	1	event	event	NN
10_1101-2021_01_08_425952	50	2	Any	any	DT
10_1101-2021_01_08_425952	50	3	procode	procode	NN
10_1101-2021_01_08_425952	50	4	or	or	CC
10_1101-2021_01_08_425952	50	5	medcode	medcode	VB
10_1101-2021_01_08_425952	50	6	in	in	IN
10_1101-2021_01_08_425952	50	7	a	a	DT
10_1101-2021_01_08_425952	50	8	patient	patient	NN
10_1101-2021_01_08_425952	50	9	’s	’s	POS
10_1101-2021_01_08_425952	50	10	EHR	ehr	NN
10_1101-2021_01_08_425952	50	11	.	.	.
10_1101-2021_01_08_425952	51	1	eventdate	eventdate	VB
10_1101-2021_01_08_425952	51	2	The	the	DT
10_1101-2021_01_08_425952	51	3	date	date	NN
10_1101-2021_01_08_425952	51	4	of	of	IN
10_1101-2021_01_08_425952	51	5	an	an	DT
10_1101-2021_01_08_425952	51	6	event	event	NN
10_1101-2021_01_08_425952	51	7	recorded	record	VBN
10_1101-2021_01_08_425952	51	8	by	by	IN
10_1101-2021_01_08_425952	51	9	a	a	DT
10_1101-2021_01_08_425952	51	10	general	general	JJ
10_1101-2021_01_08_425952	51	11	practitioner	practitioner	NN
10_1101-2021_01_08_425952	51	12	.	.	.
10_1101-2021_01_08_425952	52	1	Present	present	JJ
10_1101-2021_01_08_425952	52	2	in	in	IN
10_1101-2021_01_08_425952	52	3	all	all	DT
10_1101-2021_01_08_425952	52	4	three	three	CD
10_1101-2021_01_08_425952	52	5	datasets	dataset	NNS
10_1101-2021_01_08_425952	52	6	and	and	CC
10_1101-2021_01_08_425952	52	7	corresponding	correspond	VBG
10_1101-2021_01_08_425952	52	8	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	52	9	dataframe	dataframe	NN
10_1101-2021_01_08_425952	52	10	.	.	.
10_1101-2021_01_08_425952	53	1	IMD	IMD	NNP
10_1101-2021_01_08_425952	53	2	Index	Index	NNP
10_1101-2021_01_08_425952	53	3	of	of	IN
10_1101-2021_01_08_425952	53	4	Multiple	Multiple	NNP
10_1101-2021_01_08_425952	53	5	Deprivation	Deprivation	NNP
10_1101-2021_01_08_425952	53	6	score	score	NN
10_1101-2021_01_08_425952	53	7	-	-	:
10_1101-2021_01_08_425952	53	8	a	a	DT
10_1101-2021_01_08_425952	53	9	UK	UK	NNP
10_1101-2021_01_08_425952	53	10	Government	Government	NNP
10_1101-2021_01_08_425952	53	11	socioeconomic	socioeconomic	JJ
10_1101-2021_01_08_425952	53	12	measurement	measurement	NN
10_1101-2021_01_08_425952	53	13	based	base	VBN
10_1101-2021_01_08_425952	53	14	on	on	IN
10_1101-2021_01_08_425952	53	15	postcode	postcode	NN
10_1101-2021_01_08_425952	53	16	of	of	IN
10_1101-2021_01_08_425952	53	17	the	the	DT
10_1101-2021_01_08_425952	53	18	clinic	clinic	NN
10_1101-2021_01_08_425952	53	19	or	or	CC
10_1101-2021_01_08_425952	53	20	a	a	DT
10_1101-2021_01_08_425952	53	21	patient	patient	NN
10_1101-2021_01_08_425952	53	22	’s	’	VBZ
10_1101-2021_01_08_425952	53	23	registered	registered	JJ
10_1101-2021_01_08_425952	53	24	ad-	ad-	CC
10_1101-2021_01_08_425952	53	25	dress	dress	NN
10_1101-2021_01_08_425952	53	26	.	.	.
10_1101-2021_01_08_425952	54	1	Prescription	prescription	NN
10_1101-2021_01_08_425952	54	2	A	a	DT
10_1101-2021_01_08_425952	54	3	general	general	JJ
10_1101-2021_01_08_425952	54	4	time	time	NN
10_1101-2021_01_08_425952	54	5	for	for	IN
10_1101-2021_01_08_425952	54	6	any	any	DT
10_1101-2021_01_08_425952	54	7	prodcode	prodcode	NN
10_1101-2021_01_08_425952	54	8	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	54	9	for	for	IN
10_1101-2021_01_08_425952	54	10	treatment	treatment	NN
10_1101-2021_01_08_425952	54	11	.	.	.
10_1101-2021_01_08_425952	55	1	medical	medical	JJ
10_1101-2021_01_08_425952	55	2	history	history	NN
10_1101-2021_01_08_425952	55	3	Indicates	indicate	VBZ
10_1101-2021_01_08_425952	55	4	a	a	DT
10_1101-2021_01_08_425952	55	5	combination	combination	NN
10_1101-2021_01_08_425952	55	6	of	of	IN
10_1101-2021_01_08_425952	55	7	one	one	CD
10_1101-2021_01_08_425952	55	8	or	or	CC
10_1101-2021_01_08_425952	55	9	more	more	JJR
10_1101-2021_01_08_425952	55	10	sets	set	NNS
10_1101-2021_01_08_425952	55	11	of	of	IN
10_1101-2021_01_08_425952	55	12	CPRD	cprd	JJ
10_1101-2021_01_08_425952	55	13	data	datum	NNS
10_1101-2021_01_08_425952	55	14	,	,	,
10_1101-2021_01_08_425952	55	15	for	for	IN
10_1101-2021_01_08_425952	55	16	example	example	NN
10_1101-2021_01_08_425952	55	17	,	,	,
10_1101-2021_01_08_425952	55	18	the	the	DT
10_1101-2021_01_08_425952	55	19	collection	collection	NN
10_1101-2021_01_08_425952	55	20	of	of	IN
10_1101-2021_01_08_425952	55	21	all	all	DT
10_1101-2021_01_08_425952	55	22	clinical	clinical	JJ
10_1101-2021_01_08_425952	55	23	and	and	CC
10_1101-2021_01_08_425952	55	24	therapy	therapy	NN
10_1101-2021_01_08_425952	55	25	EHR	ehr	NN
10_1101-2021_01_08_425952	55	26	for	for	IN
10_1101-2021_01_08_425952	55	27	patients	patient	NNS
10_1101-2021_01_08_425952	55	28	with	with	IN
10_1101-2021_01_08_425952	55	29	a	a	DT
10_1101-2021_01_08_425952	55	30	medcode	medcode	NN
10_1101-2021_01_08_425952	55	31	for	for	IN
10_1101-2021_01_08_425952	55	32	migraine	migraine	NN
10_1101-2021_01_08_425952	55	33	.	.	.
10_1101-2021_01_08_425952	56	1	product.txt	product.txt	LS
10_1101-2021_01_08_425952	56	2	A	a	DT
10_1101-2021_01_08_425952	56	3	plain	plain	JJ
10_1101-2021_01_08_425952	56	4	text	text	NN
10_1101-2021_01_08_425952	56	5	file	file	NN
10_1101-2021_01_08_425952	56	6	that	that	WDT
10_1101-2021_01_08_425952	56	7	contains	contain	VBZ
10_1101-2021_01_08_425952	56	8	all	all	DT
10_1101-2021_01_08_425952	56	9	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	56	10	with	with	IN
10_1101-2021_01_08_425952	56	11	a	a	DT
10_1101-2021_01_08_425952	56	12	description	description	NN
10_1101-2021_01_08_425952	56	13	and	and	CC
10_1101-2021_01_08_425952	56	14	comes	come	VBZ
10_1101-2021_01_08_425952	56	15	bundled	bundle	VBN
10_1101-2021_01_08_425952	56	16	with	with	IN
10_1101-2021_01_08_425952	56	17	the	the	DT
10_1101-2021_01_08_425952	56	18	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	56	19	Data	Data	NNP
10_1101-2021_01_08_425952	56	20	Dictionary	Dictionary	NNP
10_1101-2021_01_08_425952	56	21	.	.	.
10_1101-2021_01_08_425952	57	1	The	the	DT
10_1101-2021_01_08_425952	57	2	file	file	NN
10_1101-2021_01_08_425952	57	3	is	be	VBZ
10_1101-2021_01_08_425952	57	4	used	use	VBN
10_1101-2021_01_08_425952	57	5	to	to	TO
10_1101-2021_01_08_425952	57	6	link	link	VB
10_1101-2021_01_08_425952	57	7	a	a	DT
10_1101-2021_01_08_425952	57	8	prodcode	prodcode	NN
10_1101-2021_01_08_425952	57	9	with	with	IN
10_1101-2021_01_08_425952	57	10	a	a	DT
10_1101-2021_01_08_425952	57	11	description	description	NN
10_1101-2021_01_08_425952	57	12	.	.	.
10_1101-2021_01_08_425952	58	1	Table	table	NN
10_1101-2021_01_08_425952	58	2	1	1	CD
10_1101-2021_01_08_425952	58	3	:	:	:
10_1101-2021_01_08_425952	58	4	Table	table	NN
10_1101-2021_01_08_425952	58	5	of	of	IN
10_1101-2021_01_08_425952	58	6	frequently	frequently	RB
10_1101-2021_01_08_425952	58	7	used	use	VBN
10_1101-2021_01_08_425952	58	8	terms	term	NNS
10_1101-2021_01_08_425952	58	9	.	.	.
10_1101-2021_01_08_425952	59	1	remains	remain	VBZ
10_1101-2021_01_08_425952	59	2	in	in	IN
10_1101-2021_01_08_425952	59	3	plain	plain	JJ
10_1101-2021_01_08_425952	59	4	text	text	NN
10_1101-2021_01_08_425952	59	5	,	,	,
10_1101-2021_01_08_425952	59	6	with	with	IN
10_1101-2021_01_08_425952	59	7	columns	column	NNS
10_1101-2021_01_08_425952	59	8	tab	tab	NNP
10_1101-2021_01_08_425952	59	9	-	-	HYPH
10_1101-2021_01_08_425952	59	10	delimited	delimit	VBN
10_1101-2021_01_08_425952	59	11	.	.	.
10_1101-2021_01_08_425952	60	1	The	the	DT
10_1101-2021_01_08_425952	60	2	files	file	NNS
10_1101-2021_01_08_425952	60	3	can	can	MD
10_1101-2021_01_08_425952	60	4	be	be	VB
10_1101-2021_01_08_425952	60	5	simplified	simplify	VBN
10_1101-2021_01_08_425952	60	6	by	by	IN
10_1101-2021_01_08_425952	60	7	removing	remove	VBG
10_1101-2021_01_08_425952	60	8	all	all	DT
10_1101-2021_01_08_425952	60	9	non	non	JJ
10_1101-2021_01_08_425952	60	10	-	-	JJ
10_1101-2021_01_08_425952	60	11	essential	essential	JJ
10_1101-2021_01_08_425952	60	12	products	product	NNS
10_1101-2021_01_08_425952	60	13	.	.	.
10_1101-2021_01_08_425952	61	1	Finally	finally	RB
10_1101-2021_01_08_425952	61	2	,	,	,
10_1101-2021_01_08_425952	61	3	all	all	PDT
10_1101-2021_01_08_425952	61	4	the	the	DT
10_1101-2021_01_08_425952	61	5	eleven	eleven	CD
10_1101-2021_01_08_425952	61	6	columns	column	NNS
10_1101-2021_01_08_425952	61	7	that	that	WDT
10_1101-2021_01_08_425952	61	8	make	make	VBP
10_1101-2021_01_08_425952	61	9	up	up	RP
10_1101-2021_01_08_425952	61	10	the	the	DT
10_1101-2021_01_08_425952	61	11	product.txt	product.txt	CD
10_1101-2021_01_08_425952	61	12	file	file	NN
10_1101-2021_01_08_425952	61	13	must	must	MD
10_1101-2021_01_08_425952	61	14	be	be	VB
10_1101-2021_01_08_425952	61	15	available	available	JJ
10_1101-2021_01_08_425952	61	16	,	,	,
10_1101-2021_01_08_425952	61	17	with	with	IN
10_1101-2021_01_08_425952	61	18	the	the	DT
10_1101-2021_01_08_425952	61	19	first	first	JJ
10_1101-2021_01_08_425952	61	20	column	column	NN
10_1101-2021_01_08_425952	61	21	containing	contain	VBG
10_1101-2021_01_08_425952	61	22	all	all	DT
10_1101-2021_01_08_425952	61	23	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	61	24	and	and	CC
10_1101-2021_01_08_425952	61	25	the	the	DT
10_1101-2021_01_08_425952	61	26	fourth	fourth	JJ
10_1101-2021_01_08_425952	61	27	column	column	NN
10_1101-2021_01_08_425952	61	28	containing	contain	VBG
10_1101-2021_01_08_425952	61	29	the	the	DT
10_1101-2021_01_08_425952	61	30	product	product	NN
10_1101-2021_01_08_425952	61	31	description	description	NN
10_1101-2021_01_08_425952	61	32	.	.	.
10_1101-2021_01_08_425952	62	1	A	a	DT
10_1101-2021_01_08_425952	62	2	simplified	simplified	JJ
10_1101-2021_01_08_425952	62	3	product.txt	product.txt	CD
10_1101-2021_01_08_425952	62	4	file	file	NN
10_1101-2021_01_08_425952	62	5	,	,	,
10_1101-2021_01_08_425952	62	6	presented	present	VBN
10_1101-2021_01_08_425952	62	7	below	below	IN
10_1101-2021_01_08_425952	62	8	,	,	,
10_1101-2021_01_08_425952	62	9	can	can	MD
10_1101-2021_01_08_425952	62	10	be	be	VB
10_1101-2021_01_08_425952	62	11	downloaded	download	VBN
10_1101-2021_01_08_425952	62	12	from	from	IN
10_1101-2021_01_08_425952	62	13	the	the	DT
10_1101-2021_01_08_425952	62	14	Github	Github	NNP
10_1101-2021_01_08_425952	62	15	page	page	NN
10_1101-2021_01_08_425952	62	16	.	.	.
10_1101-2021_01_08_425952	63	1	>	>	XX
10_1101-2021_01_08_425952	63	2	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	63	3	)	)	-RRB-
10_1101-2021_01_08_425952	63	4	>	>	NFP
10_1101-2021_01_08_425952	63	5	productDF	productDF	NNP
10_1101-2021_01_08_425952	63	6	<	<	XX
10_1101-2021_01_08_425952	63	7	-	-	HYPH
10_1101-2021_01_08_425952	63	8	read.csv("	read.csv("	NNP
10_1101-2021_01_08_425952	63	9	..	..	NFP
10_1101-2021_01_08_425952	63	10	/RDrugTrajectory_Data	/RDrugTrajectory_Data	.
10_1101-2021_01_08_425952	63	11	/	/	SYM
10_1101-2021_01_08_425952	63	12	product.txt	product.txt	NNP
10_1101-2021_01_08_425952	63	13	"	"	''
10_1101-2021_01_08_425952	63	14	,	,	,
10_1101-2021_01_08_425952	63	15	+	+	CC
10_1101-2021_01_08_425952	63	16	sep="\t	sep="\t	NN
10_1101-2021_01_08_425952	63	17	"	"	''
10_1101-2021_01_08_425952	63	18	,	,	,
10_1101-2021_01_08_425952	63	19	+	+	CC
10_1101-2021_01_08_425952	63	20	header	header	NN
10_1101-2021_01_08_425952	63	21	=	=	SYM
10_1101-2021_01_08_425952	63	22	FALSE	false	NN
10_1101-2021_01_08_425952	63	23	)	)	-RRB-
10_1101-2021_01_08_425952	63	24	>	>	XX
10_1101-2021_01_08_425952	63	25	head(productDF	head(productdf	XX
10_1101-2021_01_08_425952	63	26	)	)	-RRB-
10_1101-2021_01_08_425952	63	27	V1	V1	NNP
10_1101-2021_01_08_425952	63	28	V2	V2	NNP
10_1101-2021_01_08_425952	63	29	V3	V3	NNP
10_1101-2021_01_08_425952	63	30	V4	V4	NNP
10_1101-2021_01_08_425952	63	31	V5	V5	NNP
10_1101-2021_01_08_425952	63	32	1	1	CD
10_1101-2021_01_08_425952	63	33	5	5	CD
10_1101-2021_01_08_425952	63	34	60153020	60153020	CD
10_1101-2021_01_08_425952	63	35	14958680	14958680	CD
10_1101-2021_01_08_425952	63	36	Atenolol	atenolol	NN
10_1101-2021_01_08_425952	63	37	50	50	CD
10_1101-2021_01_08_425952	63	38	mg	mg	NNP
10_1101-2021_01_08_425952	63	39	tablets	tablet	VBZ
10_1101-2021_01_08_425952	63	40	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	63	41	2	2	CD
10_1101-2021_01_08_425952	63	42	24	24	CD
10_1101-2021_01_08_425952	63	43	60152020	60152020	CD
10_1101-2021_01_08_425952	63	44	5354283	5354283	CD
10_1101-2021_01_08_425952	63	45	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	63	46	100	100	CD
10_1101-2021_01_08_425952	63	47	mg	mg	NNP
10_1101-2021_01_08_425952	63	48	tablets	tablet	VBZ
10_1101-2021_01_08_425952	63	49	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	63	50	3	3	CD
10_1101-2021_01_08_425952	63	51	26	26	CD
10_1101-2021_01_08_425952	63	52	67920020	67920020	CD
10_1101-2021_01_08_425952	63	53	6869099	6869099	CD
10_1101-2021_01_08_425952	63	54	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	63	55	25	25	CD
10_1101-2021_01_08_425952	63	56	mg	mg	NNP
10_1101-2021_01_08_425952	63	57	tablets	tablet	VBZ
10_1101-2021_01_08_425952	63	58	Atenolol	atenolol	NN
10_1101-2021_01_08_425952	63	59	.CC	.CC	NFP
10_1101-2021_01_08_425952	63	60	-	-	HYPH
10_1101-2021_01_08_425952	63	61	BY	by	IN
10_1101-2021_01_08_425952	63	62	-	-	HYPH
10_1101-2021_01_08_425952	63	63	ND	ND	NNP
10_1101-2021_01_08_425952	63	64	4.0	4.0	CD
10_1101-2021_01_08_425952	63	65	International	international	JJ
10_1101-2021_01_08_425952	63	66	licensemade	licensemade	NN
10_1101-2021_01_08_425952	63	67	available	available	JJ
10_1101-2021_01_08_425952	63	68	under	under	IN
10_1101-2021_01_08_425952	63	69	a	a	DT
10_1101-2021_01_08_425952	63	70	(	(	-LRB-
10_1101-2021_01_08_425952	63	71	which	which	WDT
10_1101-2021_01_08_425952	63	72	was	be	VBD
10_1101-2021_01_08_425952	63	73	not	not	RB
10_1101-2021_01_08_425952	63	74	certified	certify	VBN
10_1101-2021_01_08_425952	63	75	by	by	IN
10_1101-2021_01_08_425952	63	76	peer	peer	NN
10_1101-2021_01_08_425952	63	77	review	review	NN
10_1101-2021_01_08_425952	63	78	)	)	-RRB-
10_1101-2021_01_08_425952	63	79	is	be	VBZ
10_1101-2021_01_08_425952	63	80	the	the	DT
10_1101-2021_01_08_425952	63	81	author	author	NN
10_1101-2021_01_08_425952	63	82	/	/	SYM
10_1101-2021_01_08_425952	63	83	funder	funder	NN
10_1101-2021_01_08_425952	63	84	,	,	,
10_1101-2021_01_08_425952	63	85	who	who	WP
10_1101-2021_01_08_425952	63	86	has	have	VBZ
10_1101-2021_01_08_425952	63	87	granted	grant	VBN
10_1101-2021_01_08_425952	63	88	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	63	89	a	a	DT
10_1101-2021_01_08_425952	63	90	license	license	NN
10_1101-2021_01_08_425952	63	91	to	to	TO
10_1101-2021_01_08_425952	63	92	display	display	VB
10_1101-2021_01_08_425952	63	93	the	the	DT
10_1101-2021_01_08_425952	63	94	preprint	preprint	NN
10_1101-2021_01_08_425952	63	95	in	in	IN
10_1101-2021_01_08_425952	63	96	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	63	97	.	.	.
10_1101-2021_01_08_425952	64	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	64	2	is	be	VBZ
10_1101-2021_01_08_425952	64	3	The	the	DT
10_1101-2021_01_08_425952	64	4	copyright	copyright	NN
10_1101-2021_01_08_425952	64	5	holder	holder	NN
10_1101-2021_01_08_425952	64	6	for	for	IN
10_1101-2021_01_08_425952	64	7	this	this	DT
10_1101-2021_01_08_425952	64	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	64	9	version	version	NN
10_1101-2021_01_08_425952	64	10	posted	post	VBD
10_1101-2021_01_08_425952	64	11	January	January	NNP
10_1101-2021_01_08_425952	64	12	9	9	CD
10_1101-2021_01_08_425952	64	13	,	,	,
10_1101-2021_01_08_425952	64	14	2021	2021	CD
10_1101-2021_01_08_425952	64	15	.	.	.
10_1101-2021_01_08_425952	64	16	;	;	:
10_1101-2021_01_08_425952	64	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	64	18	:	:	:
10_1101-2021_01_08_425952	64	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	64	20	preprint	preprint	NN
10_1101-2021_01_08_425952	64	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	64	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	64	23	4	4	CD
10_1101-2021_01_08_425952	64	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	64	25	:	:	:
10_1101-2021_01_08_425952	64	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	64	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	64	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	64	29	in	in	IN
10_1101-2021_01_08_425952	64	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	64	31	Health	Health	NNP
10_1101-2021_01_08_425952	64	32	Care	Care	NNP
10_1101-2021_01_08_425952	64	33	Records	Records	NNPS
10_1101-2021_01_08_425952	64	34	4	4	CD
10_1101-2021_01_08_425952	64	35	49	49	CD
10_1101-2021_01_08_425952	64	36	58950020	58950020	CD
10_1101-2021_01_08_425952	64	37	4920857	4920857	CD
10_1101-2021_01_08_425952	64	38	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	64	39	25	25	CD
10_1101-2021_01_08_425952	64	40	mg	mg	NNP
10_1101-2021_01_08_425952	64	41	tablets	tablet	VBZ
10_1101-2021_01_08_425952	64	42	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	64	43	hydrochloride	hydrochloride	NN
10_1101-2021_01_08_425952	64	44	5	5	CD
10_1101-2021_01_08_425952	64	45	65	65	CD
10_1101-2021_01_08_425952	64	46	68572020	68572020	CD
10_1101-2021_01_08_425952	64	47	4771731	4771731	CD
10_1101-2021_01_08_425952	64	48	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	64	49	10	10	CD
10_1101-2021_01_08_425952	64	50	mg	mg	NNP
10_1101-2021_01_08_425952	64	51	tablets	tablet	VBZ
10_1101-2021_01_08_425952	64	52	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	64	53	6	6	CD
10_1101-2021_01_08_425952	64	54	78	78	CD
10_1101-2021_01_08_425952	64	55	68571020	68571020	CD
10_1101-2021_01_08_425952	64	56	4006669	4006669	CD
10_1101-2021_01_08_425952	64	57	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	64	58	5	5	CD
10_1101-2021_01_08_425952	64	59	mg	mg	NNP
10_1101-2021_01_08_425952	64	60	tablets	tablet	VBZ
10_1101-2021_01_08_425952	64	61	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	64	62	V6	V6	NNP
10_1101-2021_01_08_425952	64	63	V7	V7	NNP
10_1101-2021_01_08_425952	64	64	V8	V8	NNP
10_1101-2021_01_08_425952	64	65	V9	V9	NNP
10_1101-2021_01_08_425952	64	66	1	1	CD
10_1101-2021_01_08_425952	64	67	50	50	CD
10_1101-2021_01_08_425952	64	68	mg	mg	NNP
10_1101-2021_01_08_425952	64	69	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	70	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	71	2040000	2040000	CD
10_1101-2021_01_08_425952	64	72	2	2	CD
10_1101-2021_01_08_425952	64	73	100	100	CD
10_1101-2021_01_08_425952	64	74	mg	mg	NNP
10_1101-2021_01_08_425952	64	75	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	76	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	77	2040000	2040000	CD
10_1101-2021_01_08_425952	64	78	3	3	CD
10_1101-2021_01_08_425952	64	79	25	25	CD
10_1101-2021_01_08_425952	64	80	mg	mg	NNP
10_1101-2021_01_08_425952	64	81	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	82	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	83	2040000	2040000	CD
10_1101-2021_01_08_425952	64	84	4	4	CD
10_1101-2021_01_08_425952	64	85	25	25	CD
10_1101-2021_01_08_425952	64	86	mg	mg	NNP
10_1101-2021_01_08_425952	64	87	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	88	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	89	04030100/04070300/04070402	04030100/04070300/04070402	CD
10_1101-2021_01_08_425952	64	90	5	5	CD
10_1101-2021_01_08_425952	64	91	10	10	CD
10_1101-2021_01_08_425952	64	92	mg	mg	NNP
10_1101-2021_01_08_425952	64	93	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	94	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	95	2050501	2050501	CD
10_1101-2021_01_08_425952	64	96	6	6	CD
10_1101-2021_01_08_425952	64	97	5	5	CD
10_1101-2021_01_08_425952	64	98	mg	mg	NNP
10_1101-2021_01_08_425952	64	99	Tablet	Tablet	NNP
10_1101-2021_01_08_425952	64	100	Oral	Oral	NNP
10_1101-2021_01_08_425952	64	101	2050501	2050501	CD
10_1101-2021_01_08_425952	64	102	V10	V10	NNP
10_1101-2021_01_08_425952	64	103	1	1	CD
10_1101-2021_01_08_425952	64	104	Beta	beta	NN
10_1101-2021_01_08_425952	64	105	-	-	HYPH
10_1101-2021_01_08_425952	64	106	adrenoceptor	adrenoceptor	NN
10_1101-2021_01_08_425952	64	107	Blocking	block	VBG
10_1101-2021_01_08_425952	64	108	Drugs	drug	NNS
10_1101-2021_01_08_425952	64	109	2	2	CD
10_1101-2021_01_08_425952	64	110	Beta	beta	NN
10_1101-2021_01_08_425952	64	111	-	-	HYPH
10_1101-2021_01_08_425952	64	112	adrenoceptor	adrenoceptor	NN
10_1101-2021_01_08_425952	64	113	Blocking	block	VBG
10_1101-2021_01_08_425952	64	114	Drugs	drug	NNS
10_1101-2021_01_08_425952	64	115	3	3	CD
10_1101-2021_01_08_425952	64	116	Beta	beta	NN
10_1101-2021_01_08_425952	64	117	-	-	HYPH
10_1101-2021_01_08_425952	64	118	adrenoceptor	adrenoceptor	NN
10_1101-2021_01_08_425952	64	119	Blocking	Blocking	NNP
10_1101-2021_01_08_425952	64	120	Drugs	Drugs	NNP
10_1101-2021_01_08_425952	64	121	4	4	CD
10_1101-2021_01_08_425952	64	122	Tricyclic	Tricyclic	NNP
10_1101-2021_01_08_425952	64	123	And	and	CC
10_1101-2021_01_08_425952	64	124	Related	Related	NNP
10_1101-2021_01_08_425952	64	125	Antidepressant	Antidepressant	NNP
10_1101-2021_01_08_425952	64	126	Drugs	Drugs	NNPS
10_1101-2021_01_08_425952	64	127	/	/	SYM
10_1101-2021_01_08_425952	64	128	Neuropathic	Neuropathic	NNP
10_1101-2021_01_08_425952	64	129	Pain	Pain	NNP
10_1101-2021_01_08_425952	64	130	/	/	SYM
10_1101-2021_01_08_425952	64	131	Prophylaxis	Prophylaxis	NNP
10_1101-2021_01_08_425952	64	132	Of	of	IN
10_1101-2021_01_08_425952	64	133	Migraine	Migraine	NNP
10_1101-2021_01_08_425952	64	134	5	5	CD
10_1101-2021_01_08_425952	64	135	Angiotensin	Angiotensin	NNP
10_1101-2021_01_08_425952	64	136	-	-	HYPH
10_1101-2021_01_08_425952	64	137	converting	convert	VBG
10_1101-2021_01_08_425952	64	138	Enzyme	Enzyme	NNP
10_1101-2021_01_08_425952	64	139	Inhibitors	Inhibitors	NNP
10_1101-2021_01_08_425952	64	140	6	6	CD
10_1101-2021_01_08_425952	64	141	Angiotensin	Angiotensin	NNP
10_1101-2021_01_08_425952	64	142	-	-	HYPH
10_1101-2021_01_08_425952	64	143	converting	convert	VBG
10_1101-2021_01_08_425952	64	144	Enzyme	Enzyme	NNP
10_1101-2021_01_08_425952	64	145	Inhibitors	Inhibitors	NNP
10_1101-2021_01_08_425952	64	146	V11	V11	NNP
10_1101-2021_01_08_425952	64	147	V12	V12	NNP
10_1101-2021_01_08_425952	64	148	1	1	CD
10_1101-2021_01_08_425952	64	149	Feb-09	feb-09	NN
10_1101-2021_01_08_425952	64	150	3059002	3059002	CD
10_1101-2021_01_08_425952	64	151	2	2	CD
10_1101-2021_01_08_425952	64	152	Feb-09	Feb-09	NNP
10_1101-2021_01_08_425952	64	153	3059001	3059001	CD
10_1101-2021_01_08_425952	64	154	3	3	CD
10_1101-2021_01_08_425952	64	155	Feb-09	Feb-09	NNP
10_1101-2021_01_08_425952	64	156	5070002	5070002	CD
10_1101-2021_01_08_425952	64	157	4	4	CD
10_1101-2021_01_08_425952	64	158	Feb-09	Feb-09	NNP
10_1101-2021_01_08_425952	64	159	2776002	2776002	CD
10_1101-2021_01_08_425952	64	160	5	5	CD
10_1101-2021_01_08_425952	64	161	Feb-09	Feb-09	NNP
10_1101-2021_01_08_425952	64	162	5250003	5250003	CD
10_1101-2021_01_08_425952	64	163	6	6	CD
10_1101-2021_01_08_425952	64	164	Feb-09	Feb-09	NNP
10_1101-2021_01_08_425952	64	165	5250002	5250002	CD
10_1101-2021_01_08_425952	64	166	2.3	2.3	CD
10_1101-2021_01_08_425952	64	167	.	.	.
10_1101-2021_01_08_425952	64	168	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	64	169	package	package	NN
10_1101-2021_01_08_425952	64	170	structure	structure	NN
10_1101-2021_01_08_425952	64	171	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	64	172	contains	contain	VBZ
10_1101-2021_01_08_425952	64	173	three	three	CD
10_1101-2021_01_08_425952	64	174	R	r	NN
10_1101-2021_01_08_425952	64	175	files	file	NNS
10_1101-2021_01_08_425952	64	176	:	:	:
10_1101-2021_01_08_425952	64	177	(	(	-LRB-
10_1101-2021_01_08_425952	64	178	1	1	LS
10_1101-2021_01_08_425952	64	179	)	)	-RRB-
10_1101-2021_01_08_425952	64	180	all	all	DT
10_1101-2021_01_08_425952	64	181	functions	function	NNS
10_1101-2021_01_08_425952	64	182	related	relate	VBN
10_1101-2021_01_08_425952	64	183	to	to	IN
10_1101-2021_01_08_425952	64	184	data	datum	NNS
10_1101-2021_01_08_425952	64	185	curating	curate	VBG
10_1101-2021_01_08_425952	64	186	and	and	CC
10_1101-2021_01_08_425952	64	187	search-	search-	JJ
10_1101-2021_01_08_425952	64	188	ing	ing	NN
10_1101-2021_01_08_425952	64	189	reside	reside	NN
10_1101-2021_01_08_425952	64	190	within	within	IN
10_1101-2021_01_08_425952	64	191	PRDDrugTrajectory	PRDDrugTrajectory	NNP
10_1101-2021_01_08_425952	64	192	.	.	.
10_1101-2021_01_08_425952	64	193	R	r	NN
10_1101-2021_01_08_425952	64	194	;	;	:
10_1101-2021_01_08_425952	64	195	(	(	-LRB-
10_1101-2021_01_08_425952	64	196	2	2	LS
10_1101-2021_01_08_425952	64	197	)	)	-RRB-
10_1101-2021_01_08_425952	64	198	analysis	analysis	NN
10_1101-2021_01_08_425952	64	199	tools	tool	NNS
10_1101-2021_01_08_425952	64	200	and	and	CC
10_1101-2021_01_08_425952	64	201	timeline	timeline	NN
10_1101-2021_01_08_425952	64	202	construction	construction	NN
10_1101-2021_01_08_425952	64	203	reside	reside	VBP
10_1101-2021_01_08_425952	64	204	within	within	IN
10_1101-2021_01_08_425952	64	205	CPRDDrugTrajectoryStats	cprddrugtrajectorystat	NNS
10_1101-2021_01_08_425952	64	206	.	.	.
10_1101-2021_01_08_425952	64	207	R	r	UH
10_1101-2021_01_08_425952	64	208	;	;	:
10_1101-2021_01_08_425952	64	209	and	and	CC
10_1101-2021_01_08_425952	64	210	,	,	,
10_1101-2021_01_08_425952	64	211	(	(	-LRB-
10_1101-2021_01_08_425952	64	212	3	3	LS
10_1101-2021_01_08_425952	64	213	)	)	-RRB-
10_1101-2021_01_08_425952	64	214	all	all	DT
10_1101-2021_01_08_425952	64	215	utilities	utility	NNS
10_1101-2021_01_08_425952	64	216	including	include	VBG
10_1101-2021_01_08_425952	64	217	input	input	NN
10_1101-2021_01_08_425952	64	218	/	/	SYM
10_1101-2021_01_08_425952	64	219	output	output	NN
10_1101-2021_01_08_425952	64	220	operations	operation	NNS
10_1101-2021_01_08_425952	64	221	reside	reside	VBP
10_1101-2021_01_08_425952	64	222	within	within	IN
10_1101-2021_01_08_425952	64	223	CPRDDrugTrajectoryUtils	cprddrugtrajectoryutil	NNS
10_1101-2021_01_08_425952	64	224	.	.	.
10_1101-2021_01_08_425952	64	225	R.	R.	NNP
10_1101-2021_01_08_425952	65	1	The	the	DT
10_1101-2021_01_08_425952	65	2	packages	package	NNS
10_1101-2021_01_08_425952	65	3	contains	contain	VBZ
10_1101-2021_01_08_425952	65	4	several	several	JJ
10_1101-2021_01_08_425952	65	5	fabricated	fabricated	JJ
10_1101-2021_01_08_425952	65	6	CPRD	cprd	NN
10_1101-2021_01_08_425952	65	7	datasets	dataset	NNS
10_1101-2021_01_08_425952	65	8	:	:	:
10_1101-2021_01_08_425952	65	9	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	65	10	,	,	,
10_1101-2021_01_08_425952	65	11	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	65	12	,	,	,
10_1101-2021_01_08_425952	65	13	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	65	14	,	,	,
10_1101-2021_01_08_425952	65	15	imdDF	imddf	FW
10_1101-2021_01_08_425952	65	16	,	,	,
10_1101-2021_01_08_425952	65	17	and	and	CC
10_1101-2021_01_08_425952	65	18	drugListDF	drugListDF	NNP
10_1101-2021_01_08_425952	65	19	.	.	.
10_1101-2021_01_08_425952	66	1	A	a	DT
10_1101-2021_01_08_425952	66	2	de-	de-	JJ
10_1101-2021_01_08_425952	66	3	scription	scription	NN
10_1101-2021_01_08_425952	66	4	of	of	IN
10_1101-2021_01_08_425952	66	5	each	each	DT
10_1101-2021_01_08_425952	66	6	,	,	,
10_1101-2021_01_08_425952	66	7	along	along	IN
10_1101-2021_01_08_425952	66	8	with	with	IN
10_1101-2021_01_08_425952	66	9	information	information	NN
10_1101-2021_01_08_425952	66	10	on	on	IN
10_1101-2021_01_08_425952	66	11	data	datum	NNS
10_1101-2021_01_08_425952	66	12	types	type	NNS
10_1101-2021_01_08_425952	66	13	and	and	CC
10_1101-2021_01_08_425952	66	14	structures	structure	NNS
10_1101-2021_01_08_425952	66	15	are	be	VBP
10_1101-2021_01_08_425952	66	16	given	give	VBN
10_1101-2021_01_08_425952	66	17	below	below	RB
10_1101-2021_01_08_425952	66	18	.	.	.
10_1101-2021_01_08_425952	67	1	2.4	2.4	CD
10_1101-2021_01_08_425952	67	2	.	.	.
10_1101-2021_01_08_425952	68	1	The	the	DT
10_1101-2021_01_08_425952	68	2	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	68	3	EHR	ehr	NN
10_1101-2021_01_08_425952	68	4	data	datum	NNS
10_1101-2021_01_08_425952	68	5	structure	structure	NN
10_1101-2021_01_08_425952	68	6	The	the	DT
10_1101-2021_01_08_425952	68	7	structure	structure	NN
10_1101-2021_01_08_425952	68	8	of	of	IN
10_1101-2021_01_08_425952	68	9	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	68	10	Gold	Gold	NNP
10_1101-2021_01_08_425952	68	11	data	datum	NNS
10_1101-2021_01_08_425952	68	12	may	may	MD
10_1101-2021_01_08_425952	68	13	depend	depend	VB
10_1101-2021_01_08_425952	68	14	on	on	IN
10_1101-2021_01_08_425952	68	15	whether	whether	IN
10_1101-2021_01_08_425952	68	16	the	the	DT
10_1101-2021_01_08_425952	68	17	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	68	18	license	license	NN
10_1101-2021_01_08_425952	68	19	holder	holder	NN
10_1101-2021_01_08_425952	68	20	per-	per-	NN
10_1101-2021_01_08_425952	68	21	forms	form	NNS
10_1101-2021_01_08_425952	68	22	intermediate	intermediate	JJ
10_1101-2021_01_08_425952	68	23	data	data	NN
10_1101-2021_01_08_425952	68	24	management	management	NN
10_1101-2021_01_08_425952	68	25	steps	step	NNS
10_1101-2021_01_08_425952	68	26	before	before	IN
10_1101-2021_01_08_425952	68	27	releasing	release	VBG
10_1101-2021_01_08_425952	68	28	data	datum	NNS
10_1101-2021_01_08_425952	68	29	to	to	IN
10_1101-2021_01_08_425952	68	30	the	the	DT
10_1101-2021_01_08_425952	68	31	user	user	NN
10_1101-2021_01_08_425952	68	32	.	.	.
10_1101-2021_01_08_425952	69	1	However	however	RB
10_1101-2021_01_08_425952	69	2	,	,	,
10_1101-2021_01_08_425952	69	3	typ-	typ-	NN
10_1101-2021_01_08_425952	69	4	ically	ically	RB
10_1101-2021_01_08_425952	69	5	,	,	,
10_1101-2021_01_08_425952	69	6	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	69	7	Gold	gold	NN
10_1101-2021_01_08_425952	69	8	data	datum	NNS
10_1101-2021_01_08_425952	69	9	follows	follow	VBZ
10_1101-2021_01_08_425952	69	10	the	the	DT
10_1101-2021_01_08_425952	69	11	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	69	12	Gold	Gold	NNP
10_1101-2021_01_08_425952	69	13	specification	specification	NN
10_1101-2021_01_08_425952	69	14	https://cprdcw.cprd.com/	https://cprdcw.cprd.com/	NN
10_1101-2021_01_08_425952	69	15	_	_	NNP
10_1101-2021_01_08_425952	69	16	docs	docs	NNP
10_1101-2021_01_08_425952	69	17	/	/	SYM
10_1101-2021_01_08_425952	69	18	CPRD_GOLD_Full_Data_Specification_v2.0.pdf	CPRD_GOLD_Full_Data_Specification_v2.0.pdf	NNP
10_1101-2021_01_08_425952	69	19	.	.	.
10_1101-2021_01_08_425952	70	1	Currently	currently	RB
10_1101-2021_01_08_425952	70	2	,	,	,
10_1101-2021_01_08_425952	70	3	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	70	4	sup-	sup-	JJ
10_1101-2021_01_08_425952	70	5	ports	port	NNS
10_1101-2021_01_08_425952	70	6	EHR	ehr	NN
10_1101-2021_01_08_425952	70	7	data	datum	NNS
10_1101-2021_01_08_425952	70	8	from	from	IN
10_1101-2021_01_08_425952	70	9	the	the	DT
10_1101-2021_01_08_425952	70	10	flat	flat	JJ
10_1101-2021_01_08_425952	70	11	files	file	NNS
10_1101-2021_01_08_425952	70	12	ClinicalNNN.txt	clinicalnnn.txt	CD
10_1101-2021_01_08_425952	70	13	,	,	,
10_1101-2021_01_08_425952	70	14	ReferralNNN.txt	referralnnn.txt	CD
10_1101-2021_01_08_425952	70	15	,	,	,
10_1101-2021_01_08_425952	70	16	and	and	CC
10_1101-2021_01_08_425952	70	17	TherapyNNN.txt	therapynnn.txt	CD
10_1101-2021_01_08_425952	70	18	.	.	.
10_1101-2021_01_08_425952	71	1	The	the	DT
10_1101-2021_01_08_425952	71	2	Additional	Additional	NNP
10_1101-2021_01_08_425952	71	3	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	71	4	Details	Details	NNP
10_1101-2021_01_08_425952	71	5	files	file	NNS
10_1101-2021_01_08_425952	71	6	(	(	-LRB-
10_1101-2021_01_08_425952	71	7	AdditionalNNN.txt	AdditionalNNN.txt	NNP
10_1101-2021_01_08_425952	71	8	)	)	-RRB-
10_1101-2021_01_08_425952	71	9	are	be	VBP
10_1101-2021_01_08_425952	71	10	currently	currently	RB
10_1101-2021_01_08_425952	71	11	supported	support	VBN
10_1101-2021_01_08_425952	71	12	using	use	VBG
10_1101-2021_01_08_425952	71	13	our	-PRON-	PRP$
10_1101-2021_01_08_425952	71	14	re-	re-	JJ
10_1101-2021_01_08_425952	71	15	leased	lease	VBN
10_1101-2021_01_08_425952	71	16	R	r	NN
10_1101-2021_01_08_425952	71	17	script	script	NN
10_1101-2021_01_08_425952	71	18	CPRDLookups	cprdlookup	NNS
10_1101-2021_01_08_425952	71	19	.	.	.
10_1101-2021_01_08_425952	71	20	R	R	NNP
10_1101-2021_01_08_425952	71	21	https://github.com/acnash/CPRD_Additional_Clinical	https://github.com/acnash/cprd_additional_clinical	JJ
10_1101-2021_01_08_425952	71	22	?	?	.
10_1101-2021_01_08_425952	71	23	.	.	.
10_1101-2021_01_08_425952	72	1	Patients	patient	NNS
10_1101-2021_01_08_425952	72	2	are	be	VBP
10_1101-2021_01_08_425952	72	3	assigned	assign	VBN
10_1101-2021_01_08_425952	72	4	a	a	DT
10_1101-2021_01_08_425952	72	5	unique	unique	JJ
10_1101-2021_01_08_425952	72	6	numerical	numerical	JJ
10_1101-2021_01_08_425952	72	7	patid	patid	NN
10_1101-2021_01_08_425952	72	8	value	value	NN
10_1101-2021_01_08_425952	72	9	.	.	.
10_1101-2021_01_08_425952	73	1	The	the	DT
10_1101-2021_01_08_425952	73	2	operations	operation	NNS
10_1101-2021_01_08_425952	73	3	performed	perform	VBN
10_1101-2021_01_08_425952	73	4	by	by	IN
10_1101-2021_01_08_425952	73	5	rdrugtra-	rdrugtra-	NNP
10_1101-2021_01_08_425952	73	6	jectory	jectory	NNP
10_1101-2021_01_08_425952	73	7	requires	require	VBZ
10_1101-2021_01_08_425952	73	8	the	the	DT
10_1101-2021_01_08_425952	73	9	patid	patid	NN
10_1101-2021_01_08_425952	73	10	to	to	TO
10_1101-2021_01_08_425952	73	11	identify	identify	VB
10_1101-2021_01_08_425952	73	12	patients	patient	NNS
10_1101-2021_01_08_425952	73	13	and	and	CC
10_1101-2021_01_08_425952	73	14	subset	subset	VB
10_1101-2021_01_08_425952	73	15	patient	patient	JJ
10_1101-2021_01_08_425952	73	16	groups	group	NNS
10_1101-2021_01_08_425952	73	17	.	.	.
10_1101-2021_01_08_425952	74	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	74	2	recommend	recommend	VBP
10_1101-2021_01_08_425952	74	3	that	that	DT
10_1101-2021_01_08_425952	74	4	patid	patid	NN
10_1101-2021_01_08_425952	74	5	,	,	,
10_1101-2021_01_08_425952	74	6	medcode	medcode	NNP
10_1101-2021_01_08_425952	74	7	,	,	,
10_1101-2021_01_08_425952	74	8	prodcode	prodcode	NN
10_1101-2021_01_08_425952	74	9	are	be	VBP
10_1101-2021_01_08_425952	74	10	kept	keep	VBN
10_1101-2021_01_08_425952	74	11	as	as	IN
10_1101-2021_01_08_425952	74	12	character	character	NN
10_1101-2021_01_08_425952	74	13	data	datum	NNS
10_1101-2021_01_08_425952	74	14	throughout	throughout	IN
10_1101-2021_01_08_425952	74	15	any	any	DT
10_1101-2021_01_08_425952	74	16	preliminary	preliminary	JJ
10_1101-2021_01_08_425952	74	17	data	datum	NNS
10_1101-2021_01_08_425952	74	18	curating	curate	VBG
10_1101-2021_01_08_425952	74	19	.CC	.CC	NFP
10_1101-2021_01_08_425952	74	20	-	-	:
10_1101-2021_01_08_425952	74	21	BY	by	IN
10_1101-2021_01_08_425952	74	22	-	-	HYPH
10_1101-2021_01_08_425952	74	23	ND	ND	NNP
10_1101-2021_01_08_425952	74	24	4.0	4.0	CD
10_1101-2021_01_08_425952	74	25	International	international	JJ
10_1101-2021_01_08_425952	74	26	licensemade	licensemade	NN
10_1101-2021_01_08_425952	74	27	available	available	JJ
10_1101-2021_01_08_425952	74	28	under	under	IN
10_1101-2021_01_08_425952	74	29	a	a	DT
10_1101-2021_01_08_425952	74	30	(	(	-LRB-
10_1101-2021_01_08_425952	74	31	which	which	WDT
10_1101-2021_01_08_425952	74	32	was	be	VBD
10_1101-2021_01_08_425952	74	33	not	not	RB
10_1101-2021_01_08_425952	74	34	certified	certify	VBN
10_1101-2021_01_08_425952	74	35	by	by	IN
10_1101-2021_01_08_425952	74	36	peer	peer	NN
10_1101-2021_01_08_425952	74	37	review	review	NN
10_1101-2021_01_08_425952	74	38	)	)	-RRB-
10_1101-2021_01_08_425952	74	39	is	be	VBZ
10_1101-2021_01_08_425952	74	40	the	the	DT
10_1101-2021_01_08_425952	74	41	author	author	NN
10_1101-2021_01_08_425952	74	42	/	/	SYM
10_1101-2021_01_08_425952	74	43	funder	funder	NN
10_1101-2021_01_08_425952	74	44	,	,	,
10_1101-2021_01_08_425952	74	45	who	who	WP
10_1101-2021_01_08_425952	74	46	has	have	VBZ
10_1101-2021_01_08_425952	74	47	granted	grant	VBN
10_1101-2021_01_08_425952	74	48	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	74	49	a	a	DT
10_1101-2021_01_08_425952	74	50	license	license	NN
10_1101-2021_01_08_425952	74	51	to	to	TO
10_1101-2021_01_08_425952	74	52	display	display	VB
10_1101-2021_01_08_425952	74	53	the	the	DT
10_1101-2021_01_08_425952	74	54	preprint	preprint	NN
10_1101-2021_01_08_425952	74	55	in	in	IN
10_1101-2021_01_08_425952	74	56	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	74	57	.	.	.
10_1101-2021_01_08_425952	75	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	75	2	is	be	VBZ
10_1101-2021_01_08_425952	75	3	The	the	DT
10_1101-2021_01_08_425952	75	4	copyright	copyright	NN
10_1101-2021_01_08_425952	75	5	holder	holder	NN
10_1101-2021_01_08_425952	75	6	for	for	IN
10_1101-2021_01_08_425952	75	7	this	this	DT
10_1101-2021_01_08_425952	75	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	75	9	version	version	NN
10_1101-2021_01_08_425952	75	10	posted	post	VBD
10_1101-2021_01_08_425952	75	11	January	January	NNP
10_1101-2021_01_08_425952	75	12	9	9	CD
10_1101-2021_01_08_425952	75	13	,	,	,
10_1101-2021_01_08_425952	75	14	2021	2021	CD
10_1101-2021_01_08_425952	75	15	.	.	.
10_1101-2021_01_08_425952	75	16	;	;	:
10_1101-2021_01_08_425952	75	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	75	18	:	:	:
10_1101-2021_01_08_425952	75	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	75	20	preprint	preprint	JJ
10_1101-2021_01_08_425952	75	21	https://cprdcw.cprd.com/_docs/CPRD_GOLD_Full_Data_Specification_v2.0.pdf	https://cprdcw.cprd.com/_docs/cprd_gold_full_data_specification_v2.0.pdf	NN
10_1101-2021_01_08_425952	75	22	https://cprdcw.cprd.com/_docs/CPRD_GOLD_Full_Data_Specification_v2.0.pdf	https://cprdcw.cprd.com/_docs/cprd_gold_full_data_specification_v2.0.pdf	NN
10_1101-2021_01_08_425952	75	23	https://github.com/acnash/CPRD_Additional_Clinical	https://github.com/acnash/cprd_additional_clinical	JJ
10_1101-2021_01_08_425952	75	24	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NNP
10_1101-2021_01_08_425952	75	25	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	75	26	Journal	Journal	NNP
10_1101-2021_01_08_425952	75	27	of	of	IN
10_1101-2021_01_08_425952	75	28	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	75	29	Software	Software	NNP
10_1101-2021_01_08_425952	75	30	5	5	CD
10_1101-2021_01_08_425952	75	31	steps	step	NNS
10_1101-2021_01_08_425952	75	32	.	.	.
10_1101-2021_01_08_425952	76	1	Medical	medical	JJ
10_1101-2021_01_08_425952	76	2	events	event	NNS
10_1101-2021_01_08_425952	76	3	are	be	VBP
10_1101-2021_01_08_425952	76	4	recorded	record	VBN
10_1101-2021_01_08_425952	76	5	as	as	IN
10_1101-2021_01_08_425952	76	6	codes	code	NNS
10_1101-2021_01_08_425952	76	7	and	and	CC
10_1101-2021_01_08_425952	76	8	stored	store	VBN
10_1101-2021_01_08_425952	76	9	in	in	IN
10_1101-2021_01_08_425952	76	10	the	the	DT
10_1101-2021_01_08_425952	76	11	ClinicalNNN.txt	ClinicalNNN.txt	NNP
10_1101-2021_01_08_425952	76	12	and	and	CC
10_1101-2021_01_08_425952	76	13	Refer-	Refer-	NNP
10_1101-2021_01_08_425952	76	14	ralNNN.txt	ralnnn.txt	NN
10_1101-2021_01_08_425952	76	15	under	under	IN
10_1101-2021_01_08_425952	76	16	the	the	DT
10_1101-2021_01_08_425952	76	17	column	column	NN
10_1101-2021_01_08_425952	76	18	header	header	NN
10_1101-2021_01_08_425952	76	19	medcode	medcode	NNP
10_1101-2021_01_08_425952	76	20	.	.	.
10_1101-2021_01_08_425952	77	1	Prescription	prescription	NN
10_1101-2021_01_08_425952	77	2	events	event	NNS
10_1101-2021_01_08_425952	77	3	,	,	,
10_1101-2021_01_08_425952	77	4	such	such	JJ
10_1101-2021_01_08_425952	77	5	as	as	IN
10_1101-2021_01_08_425952	77	6	drug	drug	NN
10_1101-2021_01_08_425952	77	7	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	77	8	are	be	VBP
10_1101-2021_01_08_425952	77	9	also	also	RB
10_1101-2021_01_08_425952	77	10	recorded	record	VBN
10_1101-2021_01_08_425952	77	11	as	as	IN
10_1101-2021_01_08_425952	77	12	codes	code	NNS
10_1101-2021_01_08_425952	77	13	and	and	CC
10_1101-2021_01_08_425952	77	14	stored	store	VBN
10_1101-2021_01_08_425952	77	15	in	in	IN
10_1101-2021_01_08_425952	77	16	the	the	DT
10_1101-2021_01_08_425952	77	17	TherapyNNN.txt	therapynnn.txt	CD
10_1101-2021_01_08_425952	77	18	file	file	NN
10_1101-2021_01_08_425952	77	19	under	under	IN
10_1101-2021_01_08_425952	77	20	the	the	DT
10_1101-2021_01_08_425952	77	21	column	column	NN
10_1101-2021_01_08_425952	77	22	header	header	VBP
10_1101-2021_01_08_425952	77	23	prodcode	prodcode	NN
10_1101-2021_01_08_425952	77	24	and	and	CC
10_1101-2021_01_08_425952	77	25	the	the	DT
10_1101-2021_01_08_425952	77	26	sequences	sequence	NNS
10_1101-2021_01_08_425952	77	27	of	of	IN
10_1101-2021_01_08_425952	77	28	repeat	repeat	NN
10_1101-2021_01_08_425952	77	29	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	77	30	are	be	VBP
10_1101-2021_01_08_425952	77	31	under	under	IN
10_1101-2021_01_08_425952	77	32	the	the	DT
10_1101-2021_01_08_425952	77	33	issueseq	issueseq	NN
10_1101-2021_01_08_425952	77	34	column	column	NN
10_1101-2021_01_08_425952	77	35	header	header	NN
10_1101-2021_01_08_425952	77	36	.	.	.
10_1101-2021_01_08_425952	78	1	Dates	date	NNS
10_1101-2021_01_08_425952	78	2	associated	associate	VBD
10_1101-2021_01_08_425952	78	3	medical	medical	JJ
10_1101-2021_01_08_425952	78	4	and	and	CC
10_1101-2021_01_08_425952	78	5	prescription	prescription	NN
10_1101-2021_01_08_425952	78	6	events	event	NNS
10_1101-2021_01_08_425952	78	7	,	,	,
10_1101-2021_01_08_425952	78	8	recorded	record	VBN
10_1101-2021_01_08_425952	78	9	by	by	IN
10_1101-2021_01_08_425952	78	10	the	the	DT
10_1101-2021_01_08_425952	78	11	General	General	NNP
10_1101-2021_01_08_425952	78	12	Practitioner	Practitioner	NNP
10_1101-2021_01_08_425952	78	13	,	,	,
10_1101-2021_01_08_425952	78	14	are	be	VBP
10_1101-2021_01_08_425952	78	15	stored	store	VBN
10_1101-2021_01_08_425952	78	16	under	under	IN
10_1101-2021_01_08_425952	78	17	the	the	DT
10_1101-2021_01_08_425952	78	18	column	column	NN
10_1101-2021_01_08_425952	78	19	header	header	NN
10_1101-2021_01_08_425952	78	20	eventdate	eventdate	NN
10_1101-2021_01_08_425952	78	21	.	.	.
10_1101-2021_01_08_425952	79	1	2.5	2.5	CD
10_1101-2021_01_08_425952	79	2	.	.	.
10_1101-2021_01_08_425952	80	1	Essential	essential	JJ
10_1101-2021_01_08_425952	80	2	data	datum	NNS
10_1101-2021_01_08_425952	80	3	types	type	NNS
10_1101-2021_01_08_425952	80	4	and	and	CC
10_1101-2021_01_08_425952	80	5	data	datum	NNS
10_1101-2021_01_08_425952	80	6	structures	structure	NNS
10_1101-2021_01_08_425952	80	7	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	80	8	can	can	MD
10_1101-2021_01_08_425952	80	9	operate	operate	VB
10_1101-2021_01_08_425952	80	10	over	over	IN
10_1101-2021_01_08_425952	80	11	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	80	12	Gold	Gold	NNP
10_1101-2021_01_08_425952	80	13	EHR	EHR	NNP
10_1101-2021_01_08_425952	80	14	clinical	clinical	JJ
10_1101-2021_01_08_425952	80	15	,	,	,
10_1101-2021_01_08_425952	80	16	referral	referral	NN
10_1101-2021_01_08_425952	80	17	and	and	CC
10_1101-2021_01_08_425952	80	18	prescription	prescription	NN
10_1101-2021_01_08_425952	80	19	data	datum	NNS
10_1101-2021_01_08_425952	80	20	provided	provide	VBN
10_1101-2021_01_08_425952	80	21	each	each	DT
10_1101-2021_01_08_425952	80	22	dataset	dataset	JJ
10_1101-2021_01_08_425952	80	23	format	format	NN
10_1101-2021_01_08_425952	80	24	is	be	VBZ
10_1101-2021_01_08_425952	80	25	presented	present	VBN
10_1101-2021_01_08_425952	80	26	as	as	IN
10_1101-2021_01_08_425952	80	27	separate	separate	JJ
10_1101-2021_01_08_425952	80	28	R	r	NN
10_1101-2021_01_08_425952	80	29	dataframes	dataframe	NNS
10_1101-2021_01_08_425952	80	30	or	or	CC
10_1101-2021_01_08_425952	80	31	combined	combine	VBN
10_1101-2021_01_08_425952	80	32	into	into	IN
10_1101-2021_01_08_425952	80	33	a	a	DT
10_1101-2021_01_08_425952	80	34	rdrug-	rdrug-	JJ
10_1101-2021_01_08_425952	80	35	trajectory	trajectory	CD
10_1101-2021_01_08_425952	80	36	medical	medical	JJ
10_1101-2021_01_08_425952	80	37	history	history	NN
10_1101-2021_01_08_425952	80	38	dataframe	dataframe	NN
10_1101-2021_01_08_425952	80	39	.	.	.
10_1101-2021_01_08_425952	81	1	The	the	DT
10_1101-2021_01_08_425952	81	2	construction	construction	NN
10_1101-2021_01_08_425952	81	3	of	of	IN
10_1101-2021_01_08_425952	81	4	clinical	clinical	JJ
10_1101-2021_01_08_425952	81	5	,	,	,
10_1101-2021_01_08_425952	81	6	referral	referral	NN
10_1101-2021_01_08_425952	81	7	and	and	CC
10_1101-2021_01_08_425952	81	8	prescription	prescription	NN
10_1101-2021_01_08_425952	81	9	dataframes	dataframe	NNS
10_1101-2021_01_08_425952	81	10	require	require	VBP
10_1101-2021_01_08_425952	81	11	,	,	,
10_1101-2021_01_08_425952	81	12	as	as	IN
10_1101-2021_01_08_425952	81	13	a	a	DT
10_1101-2021_01_08_425952	81	14	minimum	minimum	NN
10_1101-2021_01_08_425952	81	15	,	,	,
10_1101-2021_01_08_425952	81	16	a	a	DT
10_1101-2021_01_08_425952	81	17	patid	patid	NN
10_1101-2021_01_08_425952	81	18	and	and	CC
10_1101-2021_01_08_425952	81	19	eventdate	eventdate	NN
10_1101-2021_01_08_425952	81	20	column	column	NN
10_1101-2021_01_08_425952	81	21	,	,	,
10_1101-2021_01_08_425952	81	22	and	and	CC
10_1101-2021_01_08_425952	81	23	either	either	CC
10_1101-2021_01_08_425952	81	24	medcode	medcode	NNP
10_1101-2021_01_08_425952	81	25	or	or	CC
10_1101-2021_01_08_425952	81	26	prod-	prod-	NNP
10_1101-2021_01_08_425952	81	27	code	code	NNP
10_1101-2021_01_08_425952	81	28	(	(	-LRB-
10_1101-2021_01_08_425952	81	29	for	for	IN
10_1101-2021_01_08_425952	81	30	therapy	therapy	NNP
10_1101-2021_01_08_425952	81	31	data	datum	NNS
10_1101-2021_01_08_425952	81	32	,	,	,
10_1101-2021_01_08_425952	81	33	issueseq	issueseq	NN
10_1101-2021_01_08_425952	81	34	is	be	VBZ
10_1101-2021_01_08_425952	81	35	necessary	necessary	JJ
10_1101-2021_01_08_425952	81	36	)	)	-RRB-
10_1101-2021_01_08_425952	81	37	,	,	,
10_1101-2021_01_08_425952	81	38	and	and	CC
10_1101-2021_01_08_425952	81	39	presented	present	VBN
10_1101-2021_01_08_425952	81	40	in	in	IN
10_1101-2021_01_08_425952	81	41	that	that	DT
10_1101-2021_01_08_425952	81	42	order	order	NN
10_1101-2021_01_08_425952	81	43	.	.	.
10_1101-2021_01_08_425952	82	1	Every	every	DT
10_1101-2021_01_08_425952	82	2	record	record	NN
10_1101-2021_01_08_425952	82	3	of	of	IN
10_1101-2021_01_08_425952	82	4	medcode	medcode	NN
10_1101-2021_01_08_425952	82	5	or	or	CC
10_1101-2021_01_08_425952	82	6	prodcode	prodcode	NN
10_1101-2021_01_08_425952	82	7	must	must	MD
10_1101-2021_01_08_425952	82	8	be	be	VB
10_1101-2021_01_08_425952	82	9	accompanied	accompany	VBN
10_1101-2021_01_08_425952	82	10	by	by	IN
10_1101-2021_01_08_425952	82	11	an	an	DT
10_1101-2021_01_08_425952	82	12	eventdate	eventdate	NN
10_1101-2021_01_08_425952	82	13	entry	entry	NN
10_1101-2021_01_08_425952	82	14	(	(	-LRB-
10_1101-2021_01_08_425952	82	15	encoded	encode	VBN
10_1101-2021_01_08_425952	82	16	as	as	IN
10_1101-2021_01_08_425952	82	17	a	a	DT
10_1101-2021_01_08_425952	82	18	Date	Date	NNP
10_1101-2021_01_08_425952	82	19	class	class	NN
10_1101-2021_01_08_425952	82	20	of	of	IN
10_1101-2021_01_08_425952	82	21	the	the	DT
10_1101-2021_01_08_425952	82	22	form	form	NN
10_1101-2021_01_08_425952	82	23	YYYY	YYYY	NNP
10_1101-2021_01_08_425952	82	24	-	-	HYPH
10_1101-2021_01_08_425952	82	25	MM	MM	NNP
10_1101-2021_01_08_425952	82	26	-	-	HYPH
10_1101-2021_01_08_425952	82	27	DD	DD	NNP
10_1101-2021_01_08_425952	82	28	)	)	-RRB-
10_1101-2021_01_08_425952	82	29	.	.	.
10_1101-2021_01_08_425952	83	1	Patients	patient	NNS
10_1101-2021_01_08_425952	83	2	can	can	MD
10_1101-2021_01_08_425952	83	3	have	have	VB
10_1101-2021_01_08_425952	83	4	duplicate	duplicate	JJ
10_1101-2021_01_08_425952	83	5	events	event	NNS
10_1101-2021_01_08_425952	83	6	within	within	IN
10_1101-2021_01_08_425952	83	7	the	the	DT
10_1101-2021_01_08_425952	83	8	same	same	JJ
10_1101-2021_01_08_425952	83	9	data	data	NN
10_1101-2021_01_08_425952	83	10	set	set	NN
10_1101-2021_01_08_425952	83	11	and	and	CC
10_1101-2021_01_08_425952	83	12	between	between	IN
10_1101-2021_01_08_425952	83	13	data	data	NN
10_1101-2021_01_08_425952	83	14	sets	set	NNS
10_1101-2021_01_08_425952	83	15	.	.	.
10_1101-2021_01_08_425952	84	1	Medical	medical	JJ
10_1101-2021_01_08_425952	84	2	and	and	CC
10_1101-2021_01_08_425952	84	3	prescription	prescription	NN
10_1101-2021_01_08_425952	84	4	codes	code	NNS
10_1101-2021_01_08_425952	84	5	can	can	MD
10_1101-2021_01_08_425952	84	6	be	be	VB
10_1101-2021_01_08_425952	84	7	retrieved	retrieve	VBN
10_1101-2021_01_08_425952	84	8	from	from	IN
10_1101-2021_01_08_425952	84	9	the	the	DT
10_1101-2021_01_08_425952	84	10	corresponding	corresponding	JJ
10_1101-2021_01_08_425952	84	11	medical.txt	medical.txt	NN
10_1101-2021_01_08_425952	84	12	and	and	CC
10_1101-2021_01_08_425952	84	13	product.txt	product.txt	CD
10_1101-2021_01_08_425952	84	14	files	file	NNS
10_1101-2021_01_08_425952	84	15	which	which	WDT
10_1101-2021_01_08_425952	84	16	come	come	VBP
10_1101-2021_01_08_425952	84	17	bundled	bundle	VBN
10_1101-2021_01_08_425952	84	18	with	with	IN
10_1101-2021_01_08_425952	84	19	the	the	DT
10_1101-2021_01_08_425952	84	20	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	84	21	Data	Data	NNPS
10_1101-2021_01_08_425952	84	22	Dictionary	Dictionary	NNP
10_1101-2021_01_08_425952	84	23	Win-	Win-	NNP
10_1101-2021_01_08_425952	84	24	dows	dow	VBZ
10_1101-2021_01_08_425952	84	25	application	application	NN
10_1101-2021_01_08_425952	84	26	.	.	.
10_1101-2021_01_08_425952	85	1	rdrugtrajectory	rdrugtrajectory	NNP
10_1101-2021_01_08_425952	85	2	comes	come	VBZ
10_1101-2021_01_08_425952	85	3	packaged	package	VBN
10_1101-2021_01_08_425952	85	4	with	with	IN
10_1101-2021_01_08_425952	85	5	fabricated	fabricated	JJ
10_1101-2021_01_08_425952	85	6	EHR	EHR	NNP
10_1101-2021_01_08_425952	85	7	data	datum	NNS
10_1101-2021_01_08_425952	85	8	in	in	IN
10_1101-2021_01_08_425952	85	9	the	the	DT
10_1101-2021_01_08_425952	85	10	structure	structure	NN
10_1101-2021_01_08_425952	85	11	of	of	IN
10_1101-2021_01_08_425952	85	12	:	:	:
10_1101-2021_01_08_425952	85	13	>	>	XX
10_1101-2021_01_08_425952	85	14	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	85	15	)	)	-RRB-
10_1101-2021_01_08_425952	85	16	>	>	XX
10_1101-2021_01_08_425952	85	17	#	#	$
10_1101-2021_01_08_425952	85	18	fabricated	fabricate	VBN
10_1101-2021_01_08_425952	85	19	clinical	clinical	JJ
10_1101-2021_01_08_425952	85	20	data	datum	NNS
10_1101-2021_01_08_425952	85	21	(	(	-LRB-
10_1101-2021_01_08_425952	85	22	referral	referral	JJ
10_1101-2021_01_08_425952	85	23	data	datum	NNS
10_1101-2021_01_08_425952	85	24	follows	follow	VBZ
10_1101-2021_01_08_425952	85	25	the	the	DT
10_1101-2021_01_08_425952	85	26	same	same	JJ
10_1101-2021_01_08_425952	85	27	format	format	NN
10_1101-2021_01_08_425952	85	28	)	)	-RRB-
10_1101-2021_01_08_425952	85	29	>	>	XX
10_1101-2021_01_08_425952	85	30	names(testClinicalDF	names(testClinicalDF	NNP
10_1101-2021_01_08_425952	85	31	)	)	-RRB-
10_1101-2021_01_08_425952	85	32	[	[	-LRB-
10_1101-2021_01_08_425952	85	33	1	1	CD
10_1101-2021_01_08_425952	85	34	]	]	-RRB-
10_1101-2021_01_08_425952	85	35	"	"	``
10_1101-2021_01_08_425952	85	36	patid	patid	JJ
10_1101-2021_01_08_425952	85	37	"	"	''
10_1101-2021_01_08_425952	85	38	"	"	``
10_1101-2021_01_08_425952	85	39	eventdate	eventdate	NN
10_1101-2021_01_08_425952	85	40	"	"	''
10_1101-2021_01_08_425952	85	41	"	"	``
10_1101-2021_01_08_425952	85	42	medcode	medcode	NN
10_1101-2021_01_08_425952	85	43	"	"	''
10_1101-2021_01_08_425952	85	44	"	"	``
10_1101-2021_01_08_425952	85	45	consid	consid	NN
10_1101-2021_01_08_425952	85	46	"	"	''
10_1101-2021_01_08_425952	85	47	>	>	XX
10_1101-2021_01_08_425952	85	48	#	#	:
10_1101-2021_01_08_425952	85	49	fabricated	fabricate	VBD
10_1101-2021_01_08_425952	85	50	prescription	prescription	NN
10_1101-2021_01_08_425952	85	51	data	datum	NNS
10_1101-2021_01_08_425952	85	52	>	>	XX
10_1101-2021_01_08_425952	85	53	names(testTherapyDF	names(testTherapyDF	NNS
10_1101-2021_01_08_425952	85	54	)	)	-RRB-
10_1101-2021_01_08_425952	85	55	[	[	-LRB-
10_1101-2021_01_08_425952	85	56	1	1	CD
10_1101-2021_01_08_425952	85	57	]	]	-RRB-
10_1101-2021_01_08_425952	85	58	"	"	``
10_1101-2021_01_08_425952	85	59	patid	patid	JJ
10_1101-2021_01_08_425952	85	60	"	"	''
10_1101-2021_01_08_425952	85	61	"	"	``
10_1101-2021_01_08_425952	85	62	eventdate	eventdate	NN
10_1101-2021_01_08_425952	85	63	"	"	''
10_1101-2021_01_08_425952	85	64	"	"	``
10_1101-2021_01_08_425952	85	65	prodcode	prodcode	NN
10_1101-2021_01_08_425952	85	66	"	"	''
10_1101-2021_01_08_425952	85	67	"	"	``
10_1101-2021_01_08_425952	85	68	consid	consid	NN
10_1101-2021_01_08_425952	85	69	"	"	''
10_1101-2021_01_08_425952	85	70	"	"	``
10_1101-2021_01_08_425952	85	71	issueseq	issueseq	NN
10_1101-2021_01_08_425952	85	72	"	"	''
10_1101-2021_01_08_425952	85	73	Users	user	NNS
10_1101-2021_01_08_425952	85	74	can	can	MD
10_1101-2021_01_08_425952	85	75	check	check	VB
10_1101-2021_01_08_425952	85	76	if	if	IN
10_1101-2021_01_08_425952	85	77	the	the	DT
10_1101-2021_01_08_425952	85	78	structure	structure	NN
10_1101-2021_01_08_425952	85	79	of	of	IN
10_1101-2021_01_08_425952	85	80	an	an	DT
10_1101-2021_01_08_425952	85	81	EHR	EHR	NNP
10_1101-2021_01_08_425952	85	82	dataframe	dataframe	NN
10_1101-2021_01_08_425952	85	83	meets	meet	VBZ
10_1101-2021_01_08_425952	85	84	the	the	DT
10_1101-2021_01_08_425952	85	85	requirements	requirement	NNS
10_1101-2021_01_08_425952	85	86	for	for	IN
10_1101-2021_01_08_425952	85	87	this	this	DT
10_1101-2021_01_08_425952	85	88	package	package	NN
10_1101-2021_01_08_425952	85	89	by	by	IN
10_1101-2021_01_08_425952	85	90	calling	call	VBG
10_1101-2021_01_08_425952	85	91	checkCPRDRecord	checkCPRDRecord	NNP
10_1101-2021_01_08_425952	85	92	;	;	:
10_1101-2021_01_08_425952	85	93	additional	additional	JJ
10_1101-2021_01_08_425952	85	94	columns	column	NNS
10_1101-2021_01_08_425952	85	95	such	such	JJ
10_1101-2021_01_08_425952	85	96	as	as	IN
10_1101-2021_01_08_425952	85	97	consultation	consultation	NN
10_1101-2021_01_08_425952	85	98	identification	identification	NN
10_1101-2021_01_08_425952	85	99	number	number	NN
10_1101-2021_01_08_425952	85	100	(	(	-LRB-
10_1101-2021_01_08_425952	85	101	consid	consid	NN
10_1101-2021_01_08_425952	85	102	)	)	-RRB-
10_1101-2021_01_08_425952	85	103	are	be	VBP
10_1101-2021_01_08_425952	85	104	not	not	RB
10_1101-2021_01_08_425952	85	105	considered	consider	VBN
10_1101-2021_01_08_425952	85	106	.	.	.
10_1101-2021_01_08_425952	86	1	In	in	IN
10_1101-2021_01_08_425952	86	2	the	the	DT
10_1101-2021_01_08_425952	86	3	following	follow	VBG
10_1101-2021_01_08_425952	86	4	instance	instance	NN
10_1101-2021_01_08_425952	86	5	,	,	,
10_1101-2021_01_08_425952	86	6	a	a	DT
10_1101-2021_01_08_425952	86	7	prescription	prescription	NN
10_1101-2021_01_08_425952	86	8	dataset	dataset	NN
10_1101-2021_01_08_425952	86	9	with	with	IN
10_1101-2021_01_08_425952	86	10	the	the	DT
10_1101-2021_01_08_425952	86	11	required	require	VBN
10_1101-2021_01_08_425952	86	12	columns	column	NNS
10_1101-2021_01_08_425952	86	13	and	and	CC
10_1101-2021_01_08_425952	86	14	the	the	DT
10_1101-2021_01_08_425952	86	15	optional	optional	JJ
10_1101-2021_01_08_425952	86	16	consultation	consultation	NN
10_1101-2021_01_08_425952	86	17	identification	identification	NN
10_1101-2021_01_08_425952	86	18	number	number	NN
10_1101-2021_01_08_425952	86	19	is	be	VBZ
10_1101-2021_01_08_425952	86	20	presented	present	VBN
10_1101-2021_01_08_425952	86	21	.	.	.
10_1101-2021_01_08_425952	87	1	>	>	XX
10_1101-2021_01_08_425952	87	2	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	87	3	)	)	-RRB-
10_1101-2021_01_08_425952	87	4	>	>	XX
10_1101-2021_01_08_425952	87	5	#	#	PRP
10_1101-2021_01_08_425952	87	6	check	check	VBP
10_1101-2021_01_08_425952	87	7	the	the	DT
10_1101-2021_01_08_425952	87	8	structure	structure	NN
10_1101-2021_01_08_425952	87	9	of	of	IN
10_1101-2021_01_08_425952	87	10	testTherapy	testtherapy	NN
10_1101-2021_01_08_425952	87	11	,	,	,
10_1101-2021_01_08_425952	87	12	specify	specify	VBP
10_1101-2021_01_08_425952	87	13	that	that	IN
10_1101-2021_01_08_425952	87	14	it	-PRON-	PRP
10_1101-2021_01_08_425952	87	15	is	be	VBZ
10_1101-2021_01_08_425952	87	16	therapy	therapy	NN
10_1101-2021_01_08_425952	87	17	data	datum	NNS
10_1101-2021_01_08_425952	87	18	>	>	XX
10_1101-2021_01_08_425952	87	19	checkCPRDRecord(df	checkCPRDRecord(df	NNS
10_1101-2021_01_08_425952	87	20	=	=	SYM
10_1101-2021_01_08_425952	87	21	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	87	22	,	,	,
10_1101-2021_01_08_425952	87	23	dataType="therapy	dataType="therapy	NNP
10_1101-2021_01_08_425952	87	24	"	"	''
10_1101-2021_01_08_425952	87	25	)	)	-RRB-
10_1101-2021_01_08_425952	87	26	[	[	-LRB-
10_1101-2021_01_08_425952	87	27	1	1	CD
10_1101-2021_01_08_425952	87	28	]	]	-RRB-
10_1101-2021_01_08_425952	87	29	"	"	``
10_1101-2021_01_08_425952	87	30	The	the	DT
10_1101-2021_01_08_425952	87	31	data.frame	data.frame	NN
10_1101-2021_01_08_425952	87	32	is	be	VBZ
10_1101-2021_01_08_425952	87	33	appropriately	appropriately	RB
10_1101-2021_01_08_425952	87	34	formatted	format	VBN
10_1101-2021_01_08_425952	87	35	.	.	.
10_1101-2021_01_08_425952	88	1	Returning	return	VBG
10_1101-2021_01_08_425952	88	2	TRUE	true	NN
10_1101-2021_01_08_425952	88	3	.	.	.
10_1101-2021_01_08_425952	88	4	"	"	''
10_1101-2021_01_08_425952	89	1	[	[	-LRB-
10_1101-2021_01_08_425952	89	2	1	1	LS
10_1101-2021_01_08_425952	89	3	]	]	-RRB-
10_1101-2021_01_08_425952	89	4	TRUE	true	JJ
10_1101-2021_01_08_425952	89	5	>	>	XX
10_1101-2021_01_08_425952	89	6	#	#	$
10_1101-2021_01_08_425952	89	7	display	display	VBP
10_1101-2021_01_08_425952	89	8	the	the	DT
10_1101-2021_01_08_425952	89	9	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	89	10	EHR	EHR	NNP
10_1101-2021_01_08_425952	89	11	therapy	therapy	NN
10_1101-2021_01_08_425952	89	12	dataframe	dataframe	NN
10_1101-2021_01_08_425952	89	13	>	>	XX
10_1101-2021_01_08_425952	89	14	str(testTherapyDF	str(testtherapydf	NN
10_1101-2021_01_08_425952	89	15	,	,	,
10_1101-2021_01_08_425952	89	16	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	89	17	"	"	''
10_1101-2021_01_08_425952	89	18	)	)	-RRB-
10_1101-2021_01_08_425952	89	19	.CC	.CC	NFP
10_1101-2021_01_08_425952	89	20	-	-	:
10_1101-2021_01_08_425952	89	21	BY	by	IN
10_1101-2021_01_08_425952	89	22	-	-	HYPH
10_1101-2021_01_08_425952	89	23	ND	ND	NNP
10_1101-2021_01_08_425952	89	24	4.0	4.0	CD
10_1101-2021_01_08_425952	89	25	International	international	JJ
10_1101-2021_01_08_425952	89	26	licensemade	licensemade	NN
10_1101-2021_01_08_425952	89	27	available	available	JJ
10_1101-2021_01_08_425952	89	28	under	under	IN
10_1101-2021_01_08_425952	89	29	a	a	DT
10_1101-2021_01_08_425952	89	30	(	(	-LRB-
10_1101-2021_01_08_425952	89	31	which	which	WDT
10_1101-2021_01_08_425952	89	32	was	be	VBD
10_1101-2021_01_08_425952	89	33	not	not	RB
10_1101-2021_01_08_425952	89	34	certified	certify	VBN
10_1101-2021_01_08_425952	89	35	by	by	IN
10_1101-2021_01_08_425952	89	36	peer	peer	NN
10_1101-2021_01_08_425952	89	37	review	review	NN
10_1101-2021_01_08_425952	89	38	)	)	-RRB-
10_1101-2021_01_08_425952	89	39	is	be	VBZ
10_1101-2021_01_08_425952	89	40	the	the	DT
10_1101-2021_01_08_425952	89	41	author	author	NN
10_1101-2021_01_08_425952	89	42	/	/	SYM
10_1101-2021_01_08_425952	89	43	funder	funder	NN
10_1101-2021_01_08_425952	89	44	,	,	,
10_1101-2021_01_08_425952	89	45	who	who	WP
10_1101-2021_01_08_425952	89	46	has	have	VBZ
10_1101-2021_01_08_425952	89	47	granted	grant	VBN
10_1101-2021_01_08_425952	89	48	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	89	49	a	a	DT
10_1101-2021_01_08_425952	89	50	license	license	NN
10_1101-2021_01_08_425952	89	51	to	to	TO
10_1101-2021_01_08_425952	89	52	display	display	VB
10_1101-2021_01_08_425952	89	53	the	the	DT
10_1101-2021_01_08_425952	89	54	preprint	preprint	NN
10_1101-2021_01_08_425952	89	55	in	in	IN
10_1101-2021_01_08_425952	89	56	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	89	57	.	.	.
10_1101-2021_01_08_425952	90	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	90	2	is	be	VBZ
10_1101-2021_01_08_425952	90	3	The	the	DT
10_1101-2021_01_08_425952	90	4	copyright	copyright	NN
10_1101-2021_01_08_425952	90	5	holder	holder	NN
10_1101-2021_01_08_425952	90	6	for	for	IN
10_1101-2021_01_08_425952	90	7	this	this	DT
10_1101-2021_01_08_425952	90	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	90	9	version	version	NN
10_1101-2021_01_08_425952	90	10	posted	post	VBD
10_1101-2021_01_08_425952	90	11	January	January	NNP
10_1101-2021_01_08_425952	90	12	9	9	CD
10_1101-2021_01_08_425952	90	13	,	,	,
10_1101-2021_01_08_425952	90	14	2021	2021	CD
10_1101-2021_01_08_425952	90	15	.	.	.
10_1101-2021_01_08_425952	90	16	;	;	:
10_1101-2021_01_08_425952	90	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	90	18	:	:	:
10_1101-2021_01_08_425952	90	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	90	20	preprint	preprint	NN
10_1101-2021_01_08_425952	90	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	90	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	90	23	6	6	CD
10_1101-2021_01_08_425952	90	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	90	25	:	:	:
10_1101-2021_01_08_425952	90	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	90	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	90	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	90	29	in	in	IN
10_1101-2021_01_08_425952	90	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	90	31	Health	Health	NNP
10_1101-2021_01_08_425952	90	32	Care	Care	NNP
10_1101-2021_01_08_425952	90	33	Records	Records	NNPS
10_1101-2021_01_08_425952	90	34	'	'	POS
10_1101-2021_01_08_425952	90	35	data.frame	data.frame	NN
10_1101-2021_01_08_425952	90	36	'	'	''
10_1101-2021_01_08_425952	90	37	:	:	:
10_1101-2021_01_08_425952	90	38	91647	91647	CD
10_1101-2021_01_08_425952	90	39	obs	obs	NN
10_1101-2021_01_08_425952	90	40	.	.	.
10_1101-2021_01_08_425952	91	1	of	of	IN
10_1101-2021_01_08_425952	91	2	5	5	CD
10_1101-2021_01_08_425952	91	3	variables	variable	NNS
10_1101-2021_01_08_425952	91	4	:	:	:
10_1101-2021_01_08_425952	91	5	$	$	$
10_1101-2021_01_08_425952	91	6	patid	patid	NN
10_1101-2021_01_08_425952	91	7	:	:	:
10_1101-2021_01_08_425952	91	8	int	int	NN
10_1101-2021_01_08_425952	91	9	3515	3515	CD
10_1101-2021_01_08_425952	91	10	3515	3515	CD
10_1101-2021_01_08_425952	91	11	3515	3515	CD
10_1101-2021_01_08_425952	91	12	3515	3515	CD
10_1101-2021_01_08_425952	91	13	3515	3515	CD
10_1101-2021_01_08_425952	91	14	3515	3515	CD
10_1101-2021_01_08_425952	91	15	3515	3515	CD
10_1101-2021_01_08_425952	91	16	3653	3653	CD
10_1101-2021_01_08_425952	91	17	3653	3653	CD
10_1101-2021_01_08_425952	91	18	3653	3653	CD
10_1101-2021_01_08_425952	91	19	...	...	:
10_1101-2021_01_08_425952	91	20	$	$	$
10_1101-2021_01_08_425952	91	21	eventdate	eventdate	NN
10_1101-2021_01_08_425952	91	22	:	:	:
10_1101-2021_01_08_425952	91	23	Date	date	NN
10_1101-2021_01_08_425952	91	24	,	,	,
10_1101-2021_01_08_425952	91	25	format	format	NN
10_1101-2021_01_08_425952	91	26	:	:	:
10_1101-2021_01_08_425952	91	27	"	"	``
10_1101-2021_01_08_425952	91	28	2005	2005	CD
10_1101-2021_01_08_425952	91	29	-	-	HYPH
10_1101-2021_01_08_425952	91	30	02	02	CD
10_1101-2021_01_08_425952	91	31	-	-	HYPH
10_1101-2021_01_08_425952	91	32	24	24	CD
10_1101-2021_01_08_425952	91	33	"	"	''
10_1101-2021_01_08_425952	91	34	"	"	``
10_1101-2021_01_08_425952	91	35	2006	2006	CD
10_1101-2021_01_08_425952	91	36	-	-	HYPH
10_1101-2021_01_08_425952	91	37	01	01	CD
10_1101-2021_01_08_425952	91	38	-	-	HYPH
10_1101-2021_01_08_425952	91	39	26	26	CD
10_1101-2021_01_08_425952	91	40	"	"	''
10_1101-2021_01_08_425952	91	41	...	...	:
10_1101-2021_01_08_425952	91	42	$	$	$
10_1101-2021_01_08_425952	91	43	prodcode	prodcode	NN
10_1101-2021_01_08_425952	91	44	:	:	:
10_1101-2021_01_08_425952	91	45	int	int	NNP
10_1101-2021_01_08_425952	91	46	83	83	CD
10_1101-2021_01_08_425952	91	47	83	83	CD
10_1101-2021_01_08_425952	91	48	83	83	CD
10_1101-2021_01_08_425952	91	49	707	707	CD
10_1101-2021_01_08_425952	91	50	707	707	CD
10_1101-2021_01_08_425952	91	51	707	707	CD
10_1101-2021_01_08_425952	91	52	707	707	CD
10_1101-2021_01_08_425952	91	53	297	297	CD
10_1101-2021_01_08_425952	91	54	297	297	CD
10_1101-2021_01_08_425952	91	55	297	297	CD
10_1101-2021_01_08_425952	91	56	...	...	:
10_1101-2021_01_08_425952	91	57	$	$	$
10_1101-2021_01_08_425952	91	58	consid	consid	NN
10_1101-2021_01_08_425952	91	59	:	:	:
10_1101-2021_01_08_425952	91	60	int	int	NN
10_1101-2021_01_08_425952	91	61	540850	540850	CD
10_1101-2021_01_08_425952	91	62	540865	540865	CD
10_1101-2021_01_08_425952	91	63	540892	540892	CD
10_1101-2021_01_08_425952	91	64	541108	541108	CD
10_1101-2021_01_08_425952	91	65	541114	541114	CD
10_1101-2021_01_08_425952	91	66	541118	541118	CD
10_1101-2021_01_08_425952	91	67	541133	541133	CD
10_1101-2021_01_08_425952	91	68	571336	571336	CD
10_1101-2021_01_08_425952	91	69	571345	571345	CD
10_1101-2021_01_08_425952	91	70	571357	571357	CD
10_1101-2021_01_08_425952	91	71	...	...	:
10_1101-2021_01_08_425952	91	72	$	$	$
10_1101-2021_01_08_425952	91	73	issueseq	issueseq	NN
10_1101-2021_01_08_425952	91	74	:	:	:
10_1101-2021_01_08_425952	91	75	int	int	VB
10_1101-2021_01_08_425952	91	76	0	0	CD
10_1101-2021_01_08_425952	91	77	0	0	CD
10_1101-2021_01_08_425952	91	78	0	0	CD
10_1101-2021_01_08_425952	91	79	0	0	CD
10_1101-2021_01_08_425952	91	80	0	0	CD
10_1101-2021_01_08_425952	91	81	0	0	CD
10_1101-2021_01_08_425952	91	82	0	0	CD
10_1101-2021_01_08_425952	91	83	0	0	CD
10_1101-2021_01_08_425952	91	84	1	1	CD
10_1101-2021_01_08_425952	91	85	2	2	CD
10_1101-2021_01_08_425952	91	86	...	...	:
10_1101-2021_01_08_425952	91	87	Users	user	NNS
10_1101-2021_01_08_425952	91	88	can	can	MD
10_1101-2021_01_08_425952	91	89	combine	combine	VB
10_1101-2021_01_08_425952	91	90	with	with	IN
10_1101-2021_01_08_425952	91	91	the	the	DT
10_1101-2021_01_08_425952	91	92	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	91	93	EHR	ehr	NN
10_1101-2021_01_08_425952	91	94	dataframes	dataframe	VBZ
10_1101-2021_01_08_425952	91	95	any	any	DT
10_1101-2021_01_08_425952	91	96	number	number	NN
10_1101-2021_01_08_425952	91	97	of	of	IN
10_1101-2021_01_08_425952	91	98	patient	patient	NN
10_1101-2021_01_08_425952	91	99	and	and	CC
10_1101-2021_01_08_425952	91	100	EHR	EHR	NNP
10_1101-2021_01_08_425952	91	101	data	datum	NNS
10_1101-2021_01_08_425952	91	102	to	to	TO
10_1101-2021_01_08_425952	91	103	act	act	VB
10_1101-2021_01_08_425952	91	104	as	as	IN
10_1101-2021_01_08_425952	91	105	covariates	covariate	NNS
10_1101-2021_01_08_425952	91	106	and	and	CC
10_1101-2021_01_08_425952	91	107	stratifying	stratify	VBG
10_1101-2021_01_08_425952	91	108	variables	variable	NNS
10_1101-2021_01_08_425952	91	109	,	,	,
10_1101-2021_01_08_425952	91	110	typically	typically	RB
10_1101-2021_01_08_425952	91	111	this	this	DT
10_1101-2021_01_08_425952	91	112	can	can	MD
10_1101-2021_01_08_425952	91	113	be	be	VB
10_1101-2021_01_08_425952	91	114	done	do	VBN
10_1101-2021_01_08_425952	91	115	using	use	VBG
10_1101-2021_01_08_425952	91	116	the	the	DT
10_1101-2021_01_08_425952	91	117	R	r	NN
10_1101-2021_01_08_425952	91	118	cbind	cbind	NN
10_1101-2021_01_08_425952	91	119	operation	operation	NN
10_1101-2021_01_08_425952	91	120	.	.	.
10_1101-2021_01_08_425952	92	1	For	for	IN
10_1101-2021_01_08_425952	92	2	example	example	NN
10_1101-2021_01_08_425952	92	3	,	,	,
10_1101-2021_01_08_425952	92	4	BMI	bmi	NN
10_1101-2021_01_08_425952	92	5	and	and	CC
10_1101-2021_01_08_425952	92	6	smoking	smoking	NN
10_1101-2021_01_08_425952	92	7	status	status	NN
10_1101-2021_01_08_425952	92	8	,	,	,
10_1101-2021_01_08_425952	92	9	both	both	DT
10_1101-2021_01_08_425952	92	10	of	of	IN
10_1101-2021_01_08_425952	92	11	which	which	WDT
10_1101-2021_01_08_425952	92	12	can	can	MD
10_1101-2021_01_08_425952	92	13	be	be	VB
10_1101-2021_01_08_425952	92	14	retrieved	retrieve	VBN
10_1101-2021_01_08_425952	92	15	from	from	IN
10_1101-2021_01_08_425952	92	16	the	the	DT
10_1101-2021_01_08_425952	92	17	AdditionalNNN.txt	AdditionalNNN.txt	NNP
10_1101-2021_01_08_425952	92	18	dataset	dataset	NN
10_1101-2021_01_08_425952	92	19	files	file	NNS
10_1101-2021_01_08_425952	92	20	using	use	VBG
10_1101-2021_01_08_425952	92	21	CPRDLookups	cprdlookup	NNS
10_1101-2021_01_08_425952	92	22	.	.	.
10_1101-2021_01_08_425952	92	23	R	r	NN
10_1101-2021_01_08_425952	92	24	,	,	,
10_1101-2021_01_08_425952	92	25	can	can	MD
10_1101-2021_01_08_425952	92	26	be	be	VB
10_1101-2021_01_08_425952	92	27	linked	link	VBN
10_1101-2021_01_08_425952	92	28	by	by	IN
10_1101-2021_01_08_425952	92	29	searching	search	VBG
10_1101-2021_01_08_425952	92	30	for	for	IN
10_1101-2021_01_08_425952	92	31	and	and	CC
10_1101-2021_01_08_425952	92	32	binding	bind	VBG
10_1101-2021_01_08_425952	92	33	with	with	IN
10_1101-2021_01_08_425952	92	34	the	the	DT
10_1101-2021_01_08_425952	92	35	record	record	NN
10_1101-2021_01_08_425952	92	36	patid	patid	JJ
10_1101-2021_01_08_425952	92	37	values	value	NNS
10_1101-2021_01_08_425952	92	38	.	.	.
10_1101-2021_01_08_425952	93	1	The	the	DT
10_1101-2021_01_08_425952	93	2	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	93	3	package	package	NN
10_1101-2021_01_08_425952	93	4	contains	contain	VBZ
10_1101-2021_01_08_425952	93	5	several	several	JJ
10_1101-2021_01_08_425952	93	6	utility	utility	NN
10_1101-2021_01_08_425952	93	7	functions	function	NNS
10_1101-2021_01_08_425952	93	8	to	to	TO
10_1101-2021_01_08_425952	93	9	retrieve	retrieve	VB
10_1101-2021_01_08_425952	93	10	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	93	11	data	datum	NNS
10_1101-2021_01_08_425952	93	12	,	,	,
10_1101-2021_01_08_425952	93	13	including	include	VBG
10_1101-2021_01_08_425952	93	14	,	,	,
10_1101-2021_01_08_425952	93	15	patient	patient	JJ
10_1101-2021_01_08_425952	93	16	year	year	NN
10_1101-2021_01_08_425952	93	17	of	of	IN
10_1101-2021_01_08_425952	93	18	birth	birth	NN
10_1101-2021_01_08_425952	93	19	,	,	,
10_1101-2021_01_08_425952	93	20	gender	gender	NN
10_1101-2021_01_08_425952	93	21	(	(	-LRB-
10_1101-2021_01_08_425952	93	22	male	male	JJ
10_1101-2021_01_08_425952	93	23	or	or	CC
10_1101-2021_01_08_425952	93	24	female	female	JJ
10_1101-2021_01_08_425952	93	25	)	)	-RRB-
10_1101-2021_01_08_425952	93	26	and	and	CC
10_1101-2021_01_08_425952	93	27	either	either	CC
10_1101-2021_01_08_425952	93	28	patient	patient	JJ
10_1101-2021_01_08_425952	93	29	-	-	HYPH
10_1101-2021_01_08_425952	93	30	level	level	NN
10_1101-2021_01_08_425952	93	31	or	or	CC
10_1101-2021_01_08_425952	93	32	clinical	clinical	JJ
10_1101-2021_01_08_425952	93	33	-	-	HYPH
10_1101-2021_01_08_425952	93	34	level	level	NN
10_1101-2021_01_08_425952	93	35	index	index	NN
10_1101-2021_01_08_425952	93	36	of	of	IN
10_1101-2021_01_08_425952	93	37	multiple	multiple	JJ
10_1101-2021_01_08_425952	93	38	deprivation	deprivation	NN
10_1101-2021_01_08_425952	93	39	score	score	NN
10_1101-2021_01_08_425952	93	40	(	(	-LRB-
10_1101-2021_01_08_425952	93	41	IMD	IMD	NNP
10_1101-2021_01_08_425952	93	42	)	)	-RRB-
10_1101-2021_01_08_425952	93	43	.	.	.
10_1101-2021_01_08_425952	94	1	The	the	DT
10_1101-2021_01_08_425952	94	2	patient	patient	NN
10_1101-2021_01_08_425952	94	3	age	age	NN
10_1101-2021_01_08_425952	94	4	can	can	MD
10_1101-2021_01_08_425952	94	5	be	be	VB
10_1101-2021_01_08_425952	94	6	determined	determine	VBN
10_1101-2021_01_08_425952	94	7	by	by	IN
10_1101-2021_01_08_425952	94	8	adding	add	VBG
10_1101-2021_01_08_425952	94	9	1800	1800	CD
10_1101-2021_01_08_425952	94	10	to	to	IN
10_1101-2021_01_08_425952	94	11	the	the	DT
10_1101-2021_01_08_425952	94	12	value	value	NN
10_1101-2021_01_08_425952	94	13	in	in	IN
10_1101-2021_01_08_425952	94	14	yob	yob	NNP
10_1101-2021_01_08_425952	94	15	column	column	NN
10_1101-2021_01_08_425952	94	16	in	in	IN
10_1101-2021_01_08_425952	94	17	the	the	DT
10_1101-2021_01_08_425952	94	18	Patient	Patient	NNP
10_1101-2021_01_08_425952	94	19	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	94	20	EHR	EHR	NNP
10_1101-2021_01_08_425952	94	21	dataset	dataset	NN
10_1101-2021_01_08_425952	94	22	and	and	CC
10_1101-2021_01_08_425952	94	23	then	then	RB
10_1101-2021_01_08_425952	94	24	subtracting	subtract	VBG
10_1101-2021_01_08_425952	94	25	that	that	DT
10_1101-2021_01_08_425952	94	26	value	value	NN
10_1101-2021_01_08_425952	94	27	(	(	-LRB-
10_1101-2021_01_08_425952	94	28	birth	birth	NN
10_1101-2021_01_08_425952	94	29	year	year	NN
10_1101-2021_01_08_425952	94	30	)	)	-RRB-
10_1101-2021_01_08_425952	94	31	from	from	IN
10_1101-2021_01_08_425952	94	32	the	the	DT
10_1101-2021_01_08_425952	94	33	year	year	NN
10_1101-2021_01_08_425952	94	34	of	of	IN
10_1101-2021_01_08_425952	94	35	the	the	DT
10_1101-2021_01_08_425952	94	36	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	94	37	database	database	NN
10_1101-2021_01_08_425952	94	38	release	release	NN
10_1101-2021_01_08_425952	94	39	.	.	.
10_1101-2021_01_08_425952	95	1	This	this	DT
10_1101-2021_01_08_425952	95	2	data	data	NN
10_1101-2021_01_08_425952	95	3	requires	require	VBZ
10_1101-2021_01_08_425952	95	4	preliminary	preliminary	JJ
10_1101-2021_01_08_425952	95	5	treatment	treatment	NN
10_1101-2021_01_08_425952	95	6	before	before	IN
10_1101-2021_01_08_425952	95	7	presenting	present	VBG
10_1101-2021_01_08_425952	95	8	to	to	IN
10_1101-2021_01_08_425952	95	9	the	the	DT
10_1101-2021_01_08_425952	95	10	rdrugtrajectory	rdrugtrajectory	JJ
10_1101-2021_01_08_425952	95	11	package	package	NN
10_1101-2021_01_08_425952	95	12	.	.	.
10_1101-2021_01_08_425952	96	1	Patient	patient	JJ
10_1101-2021_01_08_425952	96	2	age	age	NN
10_1101-2021_01_08_425952	96	3	,	,	,
10_1101-2021_01_08_425952	96	4	gender	gender	NN
10_1101-2021_01_08_425952	96	5	and	and	CC
10_1101-2021_01_08_425952	96	6	IMD	IMD	NNP
10_1101-2021_01_08_425952	96	7	score	score	NN
10_1101-2021_01_08_425952	96	8	must	must	MD
10_1101-2021_01_08_425952	96	9	be	be	VB
10_1101-2021_01_08_425952	96	10	presented	present	VBN
10_1101-2021_01_08_425952	96	11	in	in	IN
10_1101-2021_01_08_425952	96	12	a	a	DT
10_1101-2021_01_08_425952	96	13	dataframe	dataframe	NN
10_1101-2021_01_08_425952	96	14	with	with	IN
10_1101-2021_01_08_425952	96	15	the	the	DT
10_1101-2021_01_08_425952	96	16	linked	link	VBN
10_1101-2021_01_08_425952	96	17	patient	patient	NN
10_1101-2021_01_08_425952	96	18	column	column	NN
10_1101-2021_01_08_425952	96	19	patid	patid	NNS
10_1101-2021_01_08_425952	96	20	,	,	,
10_1101-2021_01_08_425952	96	21	along	along	IN
10_1101-2021_01_08_425952	96	22	with	with	IN
10_1101-2021_01_08_425952	96	23	the	the	DT
10_1101-2021_01_08_425952	96	24	columns	column	NNS
10_1101-2021_01_08_425952	96	25	age	age	NN
10_1101-2021_01_08_425952	96	26	,	,	,
10_1101-2021_01_08_425952	96	27	gender	gender	NN
10_1101-2021_01_08_425952	96	28	,	,	,
10_1101-2021_01_08_425952	96	29	and	and	CC
10_1101-2021_01_08_425952	96	30	score	score	NN
10_1101-2021_01_08_425952	96	31	.	.	.
10_1101-2021_01_08_425952	97	1	Providing	provide	VBG
10_1101-2021_01_08_425952	97	2	the	the	DT
10_1101-2021_01_08_425952	97	3	patid	patid	JJ
10_1101-2021_01_08_425952	97	4	column	column	NN
10_1101-2021_01_08_425952	97	5	is	be	VBZ
10_1101-2021_01_08_425952	97	6	preserved	preserve	VBN
10_1101-2021_01_08_425952	97	7	,	,	,
10_1101-2021_01_08_425952	97	8	patient	patient	JJ
10_1101-2021_01_08_425952	97	9	characteristics	characteristic	NNS
10_1101-2021_01_08_425952	97	10	can	can	MD
10_1101-2021_01_08_425952	97	11	be	be	VB
10_1101-2021_01_08_425952	97	12	presented	present	VBN
10_1101-2021_01_08_425952	97	13	in	in	IN
10_1101-2021_01_08_425952	97	14	separate	separate	JJ
10_1101-2021_01_08_425952	97	15	dataframe	dataframe	NN
10_1101-2021_01_08_425952	97	16	,	,	,
10_1101-2021_01_08_425952	97	17	for	for	IN
10_1101-2021_01_08_425952	97	18	example	example	NN
10_1101-2021_01_08_425952	97	19	:	:	:
10_1101-2021_01_08_425952	97	20	>	>	XX
10_1101-2021_01_08_425952	97	21	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	97	22	)	)	-RRB-
10_1101-2021_01_08_425952	97	23	>	>	XX
10_1101-2021_01_08_425952	97	24	#	#	$
10_1101-2021_01_08_425952	97	25	patient	patient	JJ
10_1101-2021_01_08_425952	97	26	age	age	NN
10_1101-2021_01_08_425952	97	27	and	and	CC
10_1101-2021_01_08_425952	97	28	gender	gender	NN
10_1101-2021_01_08_425952	97	29	as	as	IN
10_1101-2021_01_08_425952	97	30	one	one	CD
10_1101-2021_01_08_425952	97	31	dataframe	dataframe	NN
10_1101-2021_01_08_425952	97	32	>	>	XX
10_1101-2021_01_08_425952	97	33	str(ageGenderDF	str(agegenderdf	NN
10_1101-2021_01_08_425952	97	34	,	,	,
10_1101-2021_01_08_425952	97	35	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	97	36	"	"	''
10_1101-2021_01_08_425952	97	37	)	)	-RRB-
10_1101-2021_01_08_425952	97	38	'	'	``
10_1101-2021_01_08_425952	97	39	data.frame	data.frame	NN
10_1101-2021_01_08_425952	97	40	'	'	''
10_1101-2021_01_08_425952	97	41	:	:	:
10_1101-2021_01_08_425952	97	42	3838	3838	CD
10_1101-2021_01_08_425952	97	43	obs	obs	NN
10_1101-2021_01_08_425952	97	44	.	.	.
10_1101-2021_01_08_425952	98	1	of	of	IN
10_1101-2021_01_08_425952	98	2	3	3	CD
10_1101-2021_01_08_425952	98	3	variables	variable	NNS
10_1101-2021_01_08_425952	98	4	:	:	:
10_1101-2021_01_08_425952	98	5	$	$	$
10_1101-2021_01_08_425952	98	6	patid	patid	NN
10_1101-2021_01_08_425952	98	7	:	:	:
10_1101-2021_01_08_425952	98	8	int	int	NN
10_1101-2021_01_08_425952	98	9	1	1	CD
10_1101-2021_01_08_425952	98	10	2	2	CD
10_1101-2021_01_08_425952	98	11	3	3	CD
10_1101-2021_01_08_425952	98	12	4	4	CD
10_1101-2021_01_08_425952	98	13	5	5	CD
10_1101-2021_01_08_425952	98	14	6	6	CD
10_1101-2021_01_08_425952	98	15	7	7	CD
10_1101-2021_01_08_425952	98	16	8	8	CD
10_1101-2021_01_08_425952	98	17	9	9	CD
10_1101-2021_01_08_425952	98	18	10	10	CD
10_1101-2021_01_08_425952	98	19	...	...	.
10_1101-2021_01_08_425952	98	20	$	$	$
10_1101-2021_01_08_425952	98	21	yob	yob	NN
10_1101-2021_01_08_425952	98	22	:	:	:
10_1101-2021_01_08_425952	98	23	num	num	NNP
10_1101-2021_01_08_425952	98	24	45	45	CD
10_1101-2021_01_08_425952	98	25	35	35	CD
10_1101-2021_01_08_425952	98	26	33	33	CD
10_1101-2021_01_08_425952	98	27	42	42	CD
10_1101-2021_01_08_425952	98	28	63	63	CD
10_1101-2021_01_08_425952	98	29	57	57	CD
10_1101-2021_01_08_425952	98	30	34	34	CD
10_1101-2021_01_08_425952	98	31	51	51	CD
10_1101-2021_01_08_425952	98	32	51	51	CD
10_1101-2021_01_08_425952	98	33	22	22	CD
10_1101-2021_01_08_425952	98	34	...	...	:
10_1101-2021_01_08_425952	98	35	$	$	$
10_1101-2021_01_08_425952	98	36	gender	gender	NN
10_1101-2021_01_08_425952	98	37	:	:	:
10_1101-2021_01_08_425952	98	38	int	int	NN
10_1101-2021_01_08_425952	98	39	2	2	CD
10_1101-2021_01_08_425952	98	40	2	2	CD
10_1101-2021_01_08_425952	98	41	1	1	CD
10_1101-2021_01_08_425952	98	42	2	2	CD
10_1101-2021_01_08_425952	98	43	2	2	CD
10_1101-2021_01_08_425952	98	44	1	1	CD
10_1101-2021_01_08_425952	98	45	2	2	CD
10_1101-2021_01_08_425952	98	46	2	2	CD
10_1101-2021_01_08_425952	98	47	2	2	CD
10_1101-2021_01_08_425952	98	48	1	1	CD
10_1101-2021_01_08_425952	98	49	...	...	NFP
10_1101-2021_01_08_425952	98	50	>	>	XX
10_1101-2021_01_08_425952	98	51	#	#	$
10_1101-2021_01_08_425952	98	52	clinic	clinic	NN
10_1101-2021_01_08_425952	98	53	-	-	HYPH
10_1101-2021_01_08_425952	98	54	level	level	NN
10_1101-2021_01_08_425952	98	55	IMD	IMD	NNP
10_1101-2021_01_08_425952	98	56	score	score	NN
10_1101-2021_01_08_425952	98	57	as	as	IN
10_1101-2021_01_08_425952	98	58	one	one	CD
10_1101-2021_01_08_425952	98	59	datafrmae	datafrmae	NN
10_1101-2021_01_08_425952	98	60	>	>	XX
10_1101-2021_01_08_425952	98	61	str(imdDF	str(imddf	NN
10_1101-2021_01_08_425952	98	62	,	,	,
10_1101-2021_01_08_425952	98	63	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	98	64	"	"	''
10_1101-2021_01_08_425952	98	65	)	)	-RRB-
10_1101-2021_01_08_425952	98	66	'	'	``
10_1101-2021_01_08_425952	98	67	data.frame	data.frame	NN
10_1101-2021_01_08_425952	98	68	'	'	''
10_1101-2021_01_08_425952	98	69	:	:	:
10_1101-2021_01_08_425952	98	70	2126	2126	CD
10_1101-2021_01_08_425952	98	71	obs	obs	NN
10_1101-2021_01_08_425952	98	72	.	.	.
10_1101-2021_01_08_425952	99	1	of	of	IN
10_1101-2021_01_08_425952	99	2	3	3	CD
10_1101-2021_01_08_425952	99	3	variables	variable	NNS
10_1101-2021_01_08_425952	99	4	:	:	:
10_1101-2021_01_08_425952	99	5	$	$	$
10_1101-2021_01_08_425952	99	6	patid	patid	NN
10_1101-2021_01_08_425952	99	7	:	:	:
10_1101-2021_01_08_425952	99	8	int	int	DT
10_1101-2021_01_08_425952	99	9	6	6	CD
10_1101-2021_01_08_425952	99	10	11	11	CD
10_1101-2021_01_08_425952	99	11	16	16	CD
10_1101-2021_01_08_425952	99	12	34	34	CD
10_1101-2021_01_08_425952	99	13	42	42	CD
10_1101-2021_01_08_425952	99	14	44	44	CD
10_1101-2021_01_08_425952	99	15	54	54	CD
10_1101-2021_01_08_425952	99	16	60	60	CD
10_1101-2021_01_08_425952	99	17	63	63	CD
10_1101-2021_01_08_425952	99	18	79	79	CD
10_1101-2021_01_08_425952	99	19	...	...	:
10_1101-2021_01_08_425952	99	20	$	$	$
10_1101-2021_01_08_425952	99	21	pracid	pracid	NN
10_1101-2021_01_08_425952	99	22	:	:	:
10_1101-2021_01_08_425952	99	23	int	int	NN
10_1101-2021_01_08_425952	99	24	184	184	CD
10_1101-2021_01_08_425952	99	25	31	31	CD
10_1101-2021_01_08_425952	99	26	66	66	CD
10_1101-2021_01_08_425952	99	27	344	344	CD
10_1101-2021_01_08_425952	99	28	66	66	CD
10_1101-2021_01_08_425952	99	29	47	47	CD
10_1101-2021_01_08_425952	99	30	18	18	CD
10_1101-2021_01_08_425952	99	31	90	90	CD
10_1101-2021_01_08_425952	99	32	379	379	CD
10_1101-2021_01_08_425952	99	33	317	317	CD
10_1101-2021_01_08_425952	99	34	...	...	:
10_1101-2021_01_08_425952	99	35	$	$	$
10_1101-2021_01_08_425952	99	36	score	score	NN
10_1101-2021_01_08_425952	99	37	:	:	:
10_1101-2021_01_08_425952	99	38	int	int	NN
10_1101-2021_01_08_425952	99	39	1	1	CD
10_1101-2021_01_08_425952	99	40	3	3	CD
10_1101-2021_01_08_425952	99	41	1	1	CD
10_1101-2021_01_08_425952	99	42	4	4	CD
10_1101-2021_01_08_425952	99	43	1	1	CD
10_1101-2021_01_08_425952	99	44	2	2	CD
10_1101-2021_01_08_425952	99	45	1	1	CD
10_1101-2021_01_08_425952	99	46	5	5	CD
10_1101-2021_01_08_425952	99	47	1	1	CD
10_1101-2021_01_08_425952	99	48	2	2	CD
10_1101-2021_01_08_425952	99	49	...	...	.
10_1101-2021_01_08_425952	100	1	The	the	DT
10_1101-2021_01_08_425952	100	2	patid	patid	JJ
10_1101-2021_01_08_425952	100	3	patient	patient	NN
10_1101-2021_01_08_425952	100	4	identifier	identifier	NN
10_1101-2021_01_08_425952	100	5	is	be	VBZ
10_1101-2021_01_08_425952	100	6	fundamental	fundamental	JJ
10_1101-2021_01_08_425952	100	7	in	in	IN
10_1101-2021_01_08_425952	100	8	every	every	DT
10_1101-2021_01_08_425952	100	9	operation	operation	NN
10_1101-2021_01_08_425952	100	10	performed	perform	VBN
10_1101-2021_01_08_425952	100	11	by	by	IN
10_1101-2021_01_08_425952	100	12	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	100	13	.	.	.
10_1101-2021_01_08_425952	101	1	The	the	DT
10_1101-2021_01_08_425952	101	2	examples	example	NNS
10_1101-2021_01_08_425952	101	3	presented	present	VBN
10_1101-2021_01_08_425952	101	4	here	here	RB
10_1101-2021_01_08_425952	101	5	and	and	CC
10_1101-2021_01_08_425952	101	6	those	those	DT
10_1101-2021_01_08_425952	101	7	in	in	IN
10_1101-2021_01_08_425952	101	8	the	the	DT
10_1101-2021_01_08_425952	101	9	reference	reference	NN
10_1101-2021_01_08_425952	101	10	manual	manual	NN
10_1101-2021_01_08_425952	101	11	rely	rely	VBP
10_1101-2021_01_08_425952	101	12	on	on	IN
10_1101-2021_01_08_425952	101	13	searching	search	VBG
10_1101-2021_01_08_425952	101	14	and	and	CC
10_1101-2021_01_08_425952	101	15	subset-	subset-	JJ
10_1101-2021_01_08_425952	101	16	ting	ting	NNP
10_1101-2021_01_08_425952	101	17	EHR	EHR	NNP
10_1101-2021_01_08_425952	101	18	data	datum	NNS
10_1101-2021_01_08_425952	101	19	using	use	VBG
10_1101-2021_01_08_425952	101	20	a	a	DT
10_1101-2021_01_08_425952	101	21	list	list	NN
10_1101-2021_01_08_425952	101	22	or	or	CC
10_1101-2021_01_08_425952	101	23	vector	vector	NN
10_1101-2021_01_08_425952	101	24	of	of	IN
10_1101-2021_01_08_425952	101	25	patient	patient	JJ
10_1101-2021_01_08_425952	101	26	identifier	identifier	NN
10_1101-2021_01_08_425952	101	27	.	.	.
10_1101-2021_01_08_425952	102	1	The	the	DT
10_1101-2021_01_08_425952	102	2	function	function	NN
10_1101-2021_01_08_425952	102	3	getUniquePatidList	getuniquepatidlist	NN
10_1101-2021_01_08_425952	102	4	will	will	MD
10_1101-2021_01_08_425952	102	5	retrieve	retrieve	VB
10_1101-2021_01_08_425952	102	6	an	an	DT
10_1101-2021_01_08_425952	102	7	R	R	NNP
10_1101-2021_01_08_425952	102	8	List	list	NN
10_1101-2021_01_08_425952	102	9	of	of	IN
10_1101-2021_01_08_425952	102	10	patient	patient	JJ
10_1101-2021_01_08_425952	102	11	identification	identification	NN
10_1101-2021_01_08_425952	102	12	numbers	number	NNS
10_1101-2021_01_08_425952	102	13	from	from	IN
10_1101-2021_01_08_425952	102	14	any	any	DT
10_1101-2021_01_08_425952	102	15	dataframe	dataframe	NN
10_1101-2021_01_08_425952	102	16	with	with	IN
10_1101-2021_01_08_425952	102	17	a	a	DT
10_1101-2021_01_08_425952	102	18	patid	patid	JJ
10_1101-2021_01_08_425952	102	19	column	column	NN
10_1101-2021_01_08_425952	102	20	.	.	.
10_1101-2021_01_08_425952	103	1	The	the	DT
10_1101-2021_01_08_425952	103	2	aforementioned	aforementioned	JJ
10_1101-2021_01_08_425952	103	3	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	103	4	EHR	ehr	NN
10_1101-2021_01_08_425952	103	5	dataframes	dataframe	NNS
10_1101-2021_01_08_425952	103	6	,	,	,
10_1101-2021_01_08_425952	103	7	clinical	clinical	JJ
10_1101-2021_01_08_425952	103	8	,	,	,
10_1101-2021_01_08_425952	103	9	referral	referral	NN
10_1101-2021_01_08_425952	103	10	and	and	CC
10_1101-2021_01_08_425952	103	11	therapy	therapy	NN
10_1101-2021_01_08_425952	103	12	,	,	,
10_1101-2021_01_08_425952	103	13	can	can	MD
10_1101-2021_01_08_425952	103	14	be	be	VB
10_1101-2021_01_08_425952	103	15	combined	combine	VBN
10_1101-2021_01_08_425952	103	16	into	into	IN
10_1101-2021_01_08_425952	103	17	a	a	DT
10_1101-2021_01_08_425952	103	18	single	single	JJ
10_1101-2021_01_08_425952	103	19	dataframe	dataframe	NN
10_1101-2021_01_08_425952	103	20	.	.	.
10_1101-2021_01_08_425952	104	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	104	2	refer	refer	VBP
10_1101-2021_01_08_425952	104	3	to	to	IN
10_1101-2021_01_08_425952	104	4	this	this	DT
10_1101-2021_01_08_425952	104	5	dataset	dataset	JJ
10_1101-2021_01_08_425952	104	6	instance	instance	NN
10_1101-2021_01_08_425952	104	7	as	as	IN
10_1101-2021_01_08_425952	104	8	the	the	DT
10_1101-2021_01_08_425952	104	9	patient	patient	NN
10_1101-2021_01_08_425952	104	10	’s	’s	POS
10_1101-2021_01_08_425952	104	11	medical	medical	JJ
10_1101-2021_01_08_425952	104	12	.CC	.CC	:
10_1101-2021_01_08_425952	104	13	-	-	HYPH
10_1101-2021_01_08_425952	104	14	BY	BY	NNP
10_1101-2021_01_08_425952	104	15	-	-	HYPH
10_1101-2021_01_08_425952	104	16	ND	ND	NNP
10_1101-2021_01_08_425952	104	17	4.0	4.0	CD
10_1101-2021_01_08_425952	104	18	International	international	JJ
10_1101-2021_01_08_425952	104	19	licensemade	licensemade	NN
10_1101-2021_01_08_425952	104	20	available	available	JJ
10_1101-2021_01_08_425952	104	21	under	under	IN
10_1101-2021_01_08_425952	104	22	a	a	DT
10_1101-2021_01_08_425952	104	23	(	(	-LRB-
10_1101-2021_01_08_425952	104	24	which	which	WDT
10_1101-2021_01_08_425952	104	25	was	be	VBD
10_1101-2021_01_08_425952	104	26	not	not	RB
10_1101-2021_01_08_425952	104	27	certified	certify	VBN
10_1101-2021_01_08_425952	104	28	by	by	IN
10_1101-2021_01_08_425952	104	29	peer	peer	NN
10_1101-2021_01_08_425952	104	30	review	review	NN
10_1101-2021_01_08_425952	104	31	)	)	-RRB-
10_1101-2021_01_08_425952	104	32	is	be	VBZ
10_1101-2021_01_08_425952	104	33	the	the	DT
10_1101-2021_01_08_425952	104	34	author	author	NN
10_1101-2021_01_08_425952	104	35	/	/	SYM
10_1101-2021_01_08_425952	104	36	funder	funder	NN
10_1101-2021_01_08_425952	104	37	,	,	,
10_1101-2021_01_08_425952	104	38	who	who	WP
10_1101-2021_01_08_425952	104	39	has	have	VBZ
10_1101-2021_01_08_425952	104	40	granted	grant	VBN
10_1101-2021_01_08_425952	104	41	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	104	42	a	a	DT
10_1101-2021_01_08_425952	104	43	license	license	NN
10_1101-2021_01_08_425952	104	44	to	to	TO
10_1101-2021_01_08_425952	104	45	display	display	VB
10_1101-2021_01_08_425952	104	46	the	the	DT
10_1101-2021_01_08_425952	104	47	preprint	preprint	NN
10_1101-2021_01_08_425952	104	48	in	in	IN
10_1101-2021_01_08_425952	104	49	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	104	50	.	.	.
10_1101-2021_01_08_425952	105	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	105	2	is	be	VBZ
10_1101-2021_01_08_425952	105	3	The	the	DT
10_1101-2021_01_08_425952	105	4	copyright	copyright	NN
10_1101-2021_01_08_425952	105	5	holder	holder	NN
10_1101-2021_01_08_425952	105	6	for	for	IN
10_1101-2021_01_08_425952	105	7	this	this	DT
10_1101-2021_01_08_425952	105	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	105	9	version	version	NN
10_1101-2021_01_08_425952	105	10	posted	post	VBD
10_1101-2021_01_08_425952	105	11	January	January	NNP
10_1101-2021_01_08_425952	105	12	9	9	CD
10_1101-2021_01_08_425952	105	13	,	,	,
10_1101-2021_01_08_425952	105	14	2021	2021	CD
10_1101-2021_01_08_425952	105	15	.	.	.
10_1101-2021_01_08_425952	105	16	;	;	:
10_1101-2021_01_08_425952	105	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	105	18	:	:	:
10_1101-2021_01_08_425952	105	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	105	20	preprint	preprint	NN
10_1101-2021_01_08_425952	105	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	105	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	105	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	105	24	of	of	IN
10_1101-2021_01_08_425952	105	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	105	26	Software	Software	NNP
10_1101-2021_01_08_425952	105	27	7	7	CD
10_1101-2021_01_08_425952	105	28	history	history	NN
10_1101-2021_01_08_425952	105	29	and	and	CC
10_1101-2021_01_08_425952	105	30	can	can	MD
10_1101-2021_01_08_425952	105	31	be	be	VB
10_1101-2021_01_08_425952	105	32	constructed	construct	VBN
10_1101-2021_01_08_425952	105	33	using	use	VBG
10_1101-2021_01_08_425952	105	34	constructMedicalHistory	constructmedicalhistory	NN
10_1101-2021_01_08_425952	105	35	.	.	.
10_1101-2021_01_08_425952	106	1	This	this	DT
10_1101-2021_01_08_425952	106	2	dataframe	dataframe	NN
10_1101-2021_01_08_425952	106	3	expects	expect	VBZ
10_1101-2021_01_08_425952	106	4	events	event	NNS
10_1101-2021_01_08_425952	106	5	to	to	TO
10_1101-2021_01_08_425952	106	6	be	be	VB
10_1101-2021_01_08_425952	106	7	in	in	IN
10_1101-2021_01_08_425952	106	8	chronological	chronological	JJ
10_1101-2021_01_08_425952	106	9	order	order	NN
10_1101-2021_01_08_425952	106	10	,	,	,
10_1101-2021_01_08_425952	106	11	and	and	CC
10_1101-2021_01_08_425952	106	12	will	will	MD
10_1101-2021_01_08_425952	106	13	introduce	introduce	VB
10_1101-2021_01_08_425952	106	14	a	a	DT
10_1101-2021_01_08_425952	106	15	new	new	JJ
10_1101-2021_01_08_425952	106	16	column	column	NN
10_1101-2021_01_08_425952	106	17	,	,	,
10_1101-2021_01_08_425952	106	18	code	code	NN
10_1101-2021_01_08_425952	106	19	and	and	CC
10_1101-2021_01_08_425952	106	20	codetype	codetype	VB
10_1101-2021_01_08_425952	106	21	to	to	TO
10_1101-2021_01_08_425952	106	22	denote	denote	VB
10_1101-2021_01_08_425952	106	23	each	each	DT
10_1101-2021_01_08_425952	106	24	of	of	IN
10_1101-2021_01_08_425952	106	25	the	the	DT
10_1101-2021_01_08_425952	106	26	combined	combine	VBN
10_1101-2021_01_08_425952	106	27	events	event	NNS
10_1101-2021_01_08_425952	106	28	.	.	.
10_1101-2021_01_08_425952	107	1	The	the	DT
10_1101-2021_01_08_425952	107	2	code	code	NN
10_1101-2021_01_08_425952	107	3	(	(	-LRB-
10_1101-2021_01_08_425952	107	4	medcode	medcode	NNP
10_1101-2021_01_08_425952	107	5	and/or	and/or	CC
10_1101-2021_01_08_425952	107	6	prodcode	prodcode	NN
10_1101-2021_01_08_425952	107	7	)	)	-RRB-
10_1101-2021_01_08_425952	107	8	can	can	MD
10_1101-2021_01_08_425952	107	9	be	be	VB
10_1101-2021_01_08_425952	107	10	distinguished	distinguish	VBN
10_1101-2021_01_08_425952	107	11	by	by	IN
10_1101-2021_01_08_425952	107	12	a	a	DT
10_1101-2021_01_08_425952	107	13	codetype	codetype	NN
10_1101-2021_01_08_425952	107	14	value	value	NN
10_1101-2021_01_08_425952	107	15	of	of	IN
10_1101-2021_01_08_425952	107	16	c	c	NN
10_1101-2021_01_08_425952	107	17	(	(	-LRB-
10_1101-2021_01_08_425952	107	18	clinical	clinical	JJ
10_1101-2021_01_08_425952	107	19	events	event	NNS
10_1101-2021_01_08_425952	107	20	)	)	-RRB-
10_1101-2021_01_08_425952	107	21	,	,	,
10_1101-2021_01_08_425952	107	22	r	r	NN
10_1101-2021_01_08_425952	107	23	(	(	-LRB-
10_1101-2021_01_08_425952	107	24	referral	referral	JJ
10_1101-2021_01_08_425952	107	25	events	event	NNS
10_1101-2021_01_08_425952	107	26	)	)	-RRB-
10_1101-2021_01_08_425952	107	27	,	,	,
10_1101-2021_01_08_425952	107	28	and	and	CC
10_1101-2021_01_08_425952	107	29	t	t	NN
10_1101-2021_01_08_425952	107	30	(	(	-LRB-
10_1101-2021_01_08_425952	107	31	prescription	prescription	NN
10_1101-2021_01_08_425952	107	32	events	event	NNS
10_1101-2021_01_08_425952	107	33	)	)	-RRB-
10_1101-2021_01_08_425952	107	34	.	.	.
10_1101-2021_01_08_425952	108	1	Events	event	NNS
10_1101-2021_01_08_425952	108	2	are	be	VBP
10_1101-2021_01_08_425952	108	3	returned	return	VBN
10_1101-2021_01_08_425952	108	4	in	in	IN
10_1101-2021_01_08_425952	108	5	chronological	chronological	JJ
10_1101-2021_01_08_425952	108	6	order	order	NN
10_1101-2021_01_08_425952	108	7	using	use	VBG
10_1101-2021_01_08_425952	108	8	the	the	DT
10_1101-2021_01_08_425952	108	9	eventdate	eventdate	NN
10_1101-2021_01_08_425952	108	10	data	datum	NNS
10_1101-2021_01_08_425952	108	11	.	.	.
10_1101-2021_01_08_425952	109	1	The	the	DT
10_1101-2021_01_08_425952	109	2	following	follow	VBG
10_1101-2021_01_08_425952	109	3	code	code	NN
10_1101-2021_01_08_425952	109	4	demonstrates	demonstrate	VBZ
10_1101-2021_01_08_425952	109	5	how	how	WRB
10_1101-2021_01_08_425952	109	6	to	to	TO
10_1101-2021_01_08_425952	109	7	retrieve	retrieve	VB
10_1101-2021_01_08_425952	109	8	a	a	DT
10_1101-2021_01_08_425952	109	9	list	list	NN
10_1101-2021_01_08_425952	109	10	of	of	IN
10_1101-2021_01_08_425952	109	11	patient	patient	JJ
10_1101-2021_01_08_425952	109	12	identifier	identifier	NNP
10_1101-2021_01_08_425952	109	13	from	from	IN
10_1101-2021_01_08_425952	109	14	a	a	DT
10_1101-2021_01_08_425952	109	15	prescription	prescription	NN
10_1101-2021_01_08_425952	109	16	dataframe	dataframe	NN
10_1101-2021_01_08_425952	109	17	and	and	CC
10_1101-2021_01_08_425952	109	18	from	from	IN
10_1101-2021_01_08_425952	109	19	a	a	DT
10_1101-2021_01_08_425952	109	20	medical	medical	JJ
10_1101-2021_01_08_425952	109	21	history	history	NN
10_1101-2021_01_08_425952	109	22	dataframe	dataframe	NN
10_1101-2021_01_08_425952	109	23	,	,	,
10_1101-2021_01_08_425952	109	24	followed	follow	VBN
10_1101-2021_01_08_425952	109	25	by	by	IN
10_1101-2021_01_08_425952	109	26	how	how	WRB
10_1101-2021_01_08_425952	109	27	to	to	TO
10_1101-2021_01_08_425952	109	28	subset	subset	VB
10_1101-2021_01_08_425952	109	29	using	use	VBG
10_1101-2021_01_08_425952	109	30	base	base	NN
10_1101-2021_01_08_425952	109	31	R	r	NN
10_1101-2021_01_08_425952	109	32	operations	operation	NNS
10_1101-2021_01_08_425952	109	33	and	and	CC
10_1101-2021_01_08_425952	109	34	,	,	,
10_1101-2021_01_08_425952	109	35	finally	finally	RB
10_1101-2021_01_08_425952	109	36	,	,	,
10_1101-2021_01_08_425952	109	37	the	the	DT
10_1101-2021_01_08_425952	109	38	medical	medical	JJ
10_1101-2021_01_08_425952	109	39	history	history	NN
10_1101-2021_01_08_425952	109	40	dataframe	dataframe	NN
10_1101-2021_01_08_425952	109	41	structure	structure	NN
10_1101-2021_01_08_425952	109	42	.	.	.
10_1101-2021_01_08_425952	110	1	>	>	XX
10_1101-2021_01_08_425952	110	2	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	110	3	)	)	-RRB-
10_1101-2021_01_08_425952	110	4	>	>	XX
10_1101-2021_01_08_425952	110	5	#	#	$
10_1101-2021_01_08_425952	110	6	Retrieve	retrieve	NN
10_1101-2021_01_08_425952	110	7	patids	patid	NNS
10_1101-2021_01_08_425952	110	8	from	from	IN
10_1101-2021_01_08_425952	110	9	therapy	therapy	NN
10_1101-2021_01_08_425952	110	10	data	datum	NNS
10_1101-2021_01_08_425952	110	11	.	.	.
10_1101-2021_01_08_425952	111	1	>	>	XX
10_1101-2021_01_08_425952	111	2	idList	idList	NNP
10_1101-2021_01_08_425952	111	3	<	<	NNP
10_1101-2021_01_08_425952	111	4	-	-	HYPH
10_1101-2021_01_08_425952	111	5	getUniquePatidList(testClinicalDF	getUniquePatidList(testClinicalDF	NNP
10_1101-2021_01_08_425952	111	6	)	)	-RRB-
10_1101-2021_01_08_425952	111	7	>	>	XX
10_1101-2021_01_08_425952	111	8	medHistoryDF	medHistoryDF	NNP
10_1101-2021_01_08_425952	111	9	<	<	XX
10_1101-2021_01_08_425952	111	10	-	-	HYPH
10_1101-2021_01_08_425952	111	11	constructMedicalHistory(testClinicalDF	constructMedicalHistory(testClinicalDF	NNP
10_1101-2021_01_08_425952	111	12	,	,	,
10_1101-2021_01_08_425952	111	13	NULL	NULL	NNP
10_1101-2021_01_08_425952	111	14	,	,	,
10_1101-2021_01_08_425952	111	15	testTherapyDF	testTherapyDF	NNP
10_1101-2021_01_08_425952	111	16	)	)	-RRB-
10_1101-2021_01_08_425952	111	17	[	[	-LRB-
10_1101-2021_01_08_425952	111	18	1	1	CD
10_1101-2021_01_08_425952	111	19	]	]	-RRB-
10_1101-2021_01_08_425952	111	20	"	"	``
10_1101-2021_01_08_425952	111	21	Using	use	VBG
10_1101-2021_01_08_425952	111	22	clinical	clinical	JJ
10_1101-2021_01_08_425952	111	23	data	datum	NNS
10_1101-2021_01_08_425952	111	24	.	.	.
10_1101-2021_01_08_425952	111	25	"	"	''
10_1101-2021_01_08_425952	112	1	[	[	-LRB-
10_1101-2021_01_08_425952	112	2	1	1	CD
10_1101-2021_01_08_425952	112	3	]	]	-RRB-
10_1101-2021_01_08_425952	112	4	"	"	``
10_1101-2021_01_08_425952	112	5	Using	use	VBG
10_1101-2021_01_08_425952	112	6	therapy	therapy	NN
10_1101-2021_01_08_425952	112	7	data	datum	NNS
10_1101-2021_01_08_425952	112	8	.	.	.
10_1101-2021_01_08_425952	112	9	"	"	''
10_1101-2021_01_08_425952	113	1	[	[	-LRB-
10_1101-2021_01_08_425952	113	2	1	1	CD
10_1101-2021_01_08_425952	113	3	]	]	-RRB-
10_1101-2021_01_08_425952	113	4	"	"	``
10_1101-2021_01_08_425952	113	5	Building	build	VBG
10_1101-2021_01_08_425952	113	6	with	with	IN
10_1101-2021_01_08_425952	113	7	clinical	clinical	JJ
10_1101-2021_01_08_425952	113	8	and	and	CC
10_1101-2021_01_08_425952	113	9	therapy	therapy	NN
10_1101-2021_01_08_425952	113	10	data	datum	NNS
10_1101-2021_01_08_425952	113	11	.	.	.
10_1101-2021_01_08_425952	113	12	"	"	''
10_1101-2021_01_08_425952	114	1	>	>	XX
10_1101-2021_01_08_425952	114	2	#	#	$
10_1101-2021_01_08_425952	114	3	Retrieve	retrieve	NN
10_1101-2021_01_08_425952	114	4	patid	patid	VBD
10_1101-2021_01_08_425952	114	5	from	from	IN
10_1101-2021_01_08_425952	114	6	medical	medical	JJ
10_1101-2021_01_08_425952	114	7	history	history	NN
10_1101-2021_01_08_425952	114	8	.	.	.
10_1101-2021_01_08_425952	115	1	>	>	XX
10_1101-2021_01_08_425952	115	2	medHistoryIDList	medHistoryIDList	NNP
10_1101-2021_01_08_425952	115	3	<	<	XX
10_1101-2021_01_08_425952	115	4	-	-	HYPH
10_1101-2021_01_08_425952	115	5	getUniquePatidList(medHistoryDF	getUniquePatidList(medHistoryDF	NNP
10_1101-2021_01_08_425952	115	6	)	)	-RRB-
10_1101-2021_01_08_425952	115	7	>	>	XX
10_1101-2021_01_08_425952	115	8	numOfPatients	numofpatient	NNS
10_1101-2021_01_08_425952	115	9	<	<	XX
10_1101-2021_01_08_425952	115	10	-	-	HYPH
10_1101-2021_01_08_425952	115	11	length(medHistoryIDList	length(medhistoryidlist	NN
10_1101-2021_01_08_425952	115	12	)	)	-RRB-
10_1101-2021_01_08_425952	115	13	>	>	XX
10_1101-2021_01_08_425952	115	14	#	#	$
10_1101-2021_01_08_425952	115	15	Subset	Subset	NNP
10_1101-2021_01_08_425952	115	16	using	use	VBG
10_1101-2021_01_08_425952	115	17	the	the	DT
10_1101-2021_01_08_425952	115	18	first	first	JJ
10_1101-2021_01_08_425952	115	19	100	100	CD
10_1101-2021_01_08_425952	115	20	patients	patient	NNS
10_1101-2021_01_08_425952	115	21	.	.	.
10_1101-2021_01_08_425952	116	1	>	>	XX
10_1101-2021_01_08_425952	116	2	smallMedHistoryDF	smallMedHistoryDF	NNP
10_1101-2021_01_08_425952	116	3	<	<	XX
10_1101-2021_01_08_425952	116	4	-	-	HYPH
10_1101-2021_01_08_425952	116	5	subset(medHistoryDF	subset(medHistoryDF	NNS
10_1101-2021_01_08_425952	116	6	,	,	,
10_1101-2021_01_08_425952	116	7	+	+	CC
10_1101-2021_01_08_425952	116	8	medHistoryDF$patid	medhistorydf$patid	CD
10_1101-2021_01_08_425952	116	9	%	%	NN
10_1101-2021_01_08_425952	116	10	in%	in%	CD
10_1101-2021_01_08_425952	116	11	medHistoryIDList[1:100	medhistoryidlist[1:100	CD
10_1101-2021_01_08_425952	116	12	]	]	-RRB-
10_1101-2021_01_08_425952	116	13	)	)	-RRB-
10_1101-2021_01_08_425952	116	14	>	>	XX
10_1101-2021_01_08_425952	116	15	#	#	$
10_1101-2021_01_08_425952	116	16	Separate	separate	VB
10_1101-2021_01_08_425952	116	17	out	out	RP
10_1101-2021_01_08_425952	116	18	the	the	DT
10_1101-2021_01_08_425952	116	19	first	first	JJ
10_1101-2021_01_08_425952	116	20	100	100	CD
10_1101-2021_01_08_425952	116	21	patient	patient	NN
10_1101-2021_01_08_425952	116	22	with	with	IN
10_1101-2021_01_08_425952	116	23	a	a	DT
10_1101-2021_01_08_425952	116	24	clinical	clinical	JJ
10_1101-2021_01_08_425952	116	25	record	record	NN
10_1101-2021_01_08_425952	116	26	.	.	.
10_1101-2021_01_08_425952	117	1	>	>	XX
10_1101-2021_01_08_425952	117	2	smallClinicalOnlyDF	smallClinicalOnlyDF	NNP
10_1101-2021_01_08_425952	117	3	<	<	XX
10_1101-2021_01_08_425952	117	4	-	-	HYPH
10_1101-2021_01_08_425952	117	5	subset(smallMedHistoryDF	subset(smallMedHistoryDF	NNP
10_1101-2021_01_08_425952	117	6	,	,	,
10_1101-2021_01_08_425952	117	7	+	+	SYM
10_1101-2021_01_08_425952	117	8	smallMedHistoryDF$codetype	smallmedhistorydf$codetype	NN
10_1101-2021_01_08_425952	117	9	=	=	SYM
10_1101-2021_01_08_425952	117	10	=	=	SYM
10_1101-2021_01_08_425952	117	11	"	"	``
10_1101-2021_01_08_425952	117	12	c	c	NN
10_1101-2021_01_08_425952	117	13	"	"	''
10_1101-2021_01_08_425952	117	14	)	)	-RRB-
10_1101-2021_01_08_425952	117	15	>	>	XX
10_1101-2021_01_08_425952	117	16	#	#	$
10_1101-2021_01_08_425952	117	17	Separate	separate	VB
10_1101-2021_01_08_425952	117	18	out	out	RP
10_1101-2021_01_08_425952	117	19	the	the	DT
10_1101-2021_01_08_425952	117	20	first	first	JJ
10_1101-2021_01_08_425952	117	21	100	100	CD
10_1101-2021_01_08_425952	117	22	patient	patient	NN
10_1101-2021_01_08_425952	117	23	with	with	IN
10_1101-2021_01_08_425952	117	24	a	a	DT
10_1101-2021_01_08_425952	117	25	therapy	therapy	NN
10_1101-2021_01_08_425952	117	26	record	record	NN
10_1101-2021_01_08_425952	117	27	.	.	.
10_1101-2021_01_08_425952	118	1	>	>	XX
10_1101-2021_01_08_425952	118	2	smallTherapyOnlyDF	smallTherapyOnlyDF	NNS
10_1101-2021_01_08_425952	118	3	<	<	XX
10_1101-2021_01_08_425952	118	4	-	-	HYPH
10_1101-2021_01_08_425952	118	5	subset(smallMedHistoryDF	subset(smallMedHistoryDF	NNP
10_1101-2021_01_08_425952	118	6	,	,	,
10_1101-2021_01_08_425952	118	7	+	+	SYM
10_1101-2021_01_08_425952	118	8	smallMedHistoryDF$codetype	smallmedhistorydf$codetype	NN
10_1101-2021_01_08_425952	118	9	=	=	SYM
10_1101-2021_01_08_425952	118	10	=	=	SYM
10_1101-2021_01_08_425952	118	11	"	"	``
10_1101-2021_01_08_425952	118	12	t	t	NN
10_1101-2021_01_08_425952	118	13	"	"	''
10_1101-2021_01_08_425952	118	14	)	)	-RRB-
10_1101-2021_01_08_425952	118	15	>	>	XX
10_1101-2021_01_08_425952	118	16	#	#	NN
10_1101-2021_01_08_425952	118	17	Subset	subset	VBP
10_1101-2021_01_08_425952	118	18	only	only	RB
10_1101-2021_01_08_425952	118	19	or	or	CC
10_1101-2021_01_08_425952	118	20	those	those	DT
10_1101-2021_01_08_425952	118	21	patient	patient	JJ
10_1101-2021_01_08_425952	118	22	records	record	NNS
10_1101-2021_01_08_425952	118	23	beyond	beyond	IN
10_1101-2021_01_08_425952	118	24	31st	31st	JJ
10_1101-2021_01_08_425952	118	25	Jan	Jan	NNP
10_1101-2021_01_08_425952	118	26	2010	2010	CD
10_1101-2021_01_08_425952	118	27	.	.	.
10_1101-2021_01_08_425952	119	1	>	>	XX
10_1101-2021_01_08_425952	119	2	laterMedHistoryDF	laterMedHistoryDF	NNP
10_1101-2021_01_08_425952	119	3	<	<	XX
10_1101-2021_01_08_425952	119	4	-	-	HYPH
10_1101-2021_01_08_425952	119	5	subset(medHistoryDF	subset(medHistoryDF	NNS
10_1101-2021_01_08_425952	119	6	,	,	,
10_1101-2021_01_08_425952	119	7	+	+	CC
10_1101-2021_01_08_425952	119	8	medHistoryDF$eventdate	medhistorydf$eventdate	NN
10_1101-2021_01_08_425952	119	9	>	>	XX
10_1101-2021_01_08_425952	119	10	as	as	IN
10_1101-2021_01_08_425952	119	11	.	.	.
10_1101-2021_01_08_425952	119	12	Date("2010	Date("2010	NNP
10_1101-2021_01_08_425952	119	13	-	-	HYPH
10_1101-2021_01_08_425952	119	14	01	01	CD
10_1101-2021_01_08_425952	119	15	-	-	HYPH
10_1101-2021_01_08_425952	119	16	31	31	CD
10_1101-2021_01_08_425952	119	17	"	"	''
10_1101-2021_01_08_425952	119	18	)	)	-RRB-
10_1101-2021_01_08_425952	119	19	)	)	-RRB-
10_1101-2021_01_08_425952	119	20	>	>	XX
10_1101-2021_01_08_425952	119	21	#	#	$
10_1101-2021_01_08_425952	119	22	Medical	medical	JJ
10_1101-2021_01_08_425952	119	23	history	history	NN
10_1101-2021_01_08_425952	119	24	dataframe	dataframe	NN
10_1101-2021_01_08_425952	119	25	structure	structure	NN
10_1101-2021_01_08_425952	119	26	>	>	XX
10_1101-2021_01_08_425952	119	27	str(medHistoryDF	str(medhistorydf	NN
10_1101-2021_01_08_425952	119	28	,	,	,
10_1101-2021_01_08_425952	119	29	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	119	30	"	"	''
10_1101-2021_01_08_425952	119	31	)	)	-RRB-
10_1101-2021_01_08_425952	119	32	'	'	``
10_1101-2021_01_08_425952	119	33	data.frame	data.frame	NN
10_1101-2021_01_08_425952	119	34	'	'	''
10_1101-2021_01_08_425952	119	35	:	:	:
10_1101-2021_01_08_425952	119	36	103336	103336	CD
10_1101-2021_01_08_425952	119	37	obs	obs	NN
10_1101-2021_01_08_425952	119	38	.	.	.
10_1101-2021_01_08_425952	120	1	of	of	IN
10_1101-2021_01_08_425952	120	2	4	4	CD
10_1101-2021_01_08_425952	120	3	variables	variable	NNS
10_1101-2021_01_08_425952	120	4	:	:	:
10_1101-2021_01_08_425952	120	5	$	$	$
10_1101-2021_01_08_425952	120	6	patid	patid	NN
10_1101-2021_01_08_425952	120	7	:	:	:
10_1101-2021_01_08_425952	120	8	int	int	NN
10_1101-2021_01_08_425952	120	9	1	1	CD
10_1101-2021_01_08_425952	120	10	1	1	CD
10_1101-2021_01_08_425952	120	11	1	1	CD
10_1101-2021_01_08_425952	120	12	1	1	CD
10_1101-2021_01_08_425952	120	13	1	1	CD
10_1101-2021_01_08_425952	120	14	1	1	CD
10_1101-2021_01_08_425952	120	15	1	1	CD
10_1101-2021_01_08_425952	120	16	2	2	CD
10_1101-2021_01_08_425952	120	17	2	2	CD
10_1101-2021_01_08_425952	120	18	3	3	CD
10_1101-2021_01_08_425952	120	19	...	...	:
10_1101-2021_01_08_425952	120	20	$	$	$
10_1101-2021_01_08_425952	120	21	eventdate	eventdate	NN
10_1101-2021_01_08_425952	120	22	:	:	:
10_1101-2021_01_08_425952	120	23	Date	date	NN
10_1101-2021_01_08_425952	120	24	,	,	,
10_1101-2021_01_08_425952	120	25	format	format	NN
10_1101-2021_01_08_425952	120	26	:	:	:
10_1101-2021_01_08_425952	120	27	"	"	``
10_1101-2021_01_08_425952	120	28	2002	2002	CD
10_1101-2021_01_08_425952	120	29	-	-	HYPH
10_1101-2021_01_08_425952	120	30	06	06	CD
10_1101-2021_01_08_425952	120	31	-	-	HYPH
10_1101-2021_01_08_425952	120	32	07	07	CD
10_1101-2021_01_08_425952	120	33	"	"	''
10_1101-2021_01_08_425952	120	34	"	"	``
10_1101-2021_01_08_425952	120	35	2005	2005	CD
10_1101-2021_01_08_425952	120	36	-	-	HYPH
10_1101-2021_01_08_425952	120	37	07	07	CD
10_1101-2021_01_08_425952	120	38	-	-	HYPH
10_1101-2021_01_08_425952	120	39	25	25	CD
10_1101-2021_01_08_425952	120	40	"	"	''
10_1101-2021_01_08_425952	120	41	...	...	:
10_1101-2021_01_08_425952	120	42	$	$	$
10_1101-2021_01_08_425952	120	43	code	code	NN
10_1101-2021_01_08_425952	120	44	:	:	:
10_1101-2021_01_08_425952	120	45	int	int	NN
10_1101-2021_01_08_425952	120	46	5767	5767	CD
10_1101-2021_01_08_425952	120	47	5767	5767	CD
10_1101-2021_01_08_425952	120	48	5767	5767	CD
10_1101-2021_01_08_425952	120	49	707	707	CD
10_1101-2021_01_08_425952	120	50	707	707	CD
10_1101-2021_01_08_425952	120	51	707	707	CD
10_1101-2021_01_08_425952	120	52	707	707	CD
10_1101-2021_01_08_425952	120	53	5767	5767	CD
10_1101-2021_01_08_425952	120	54	769	769	CD
10_1101-2021_01_08_425952	120	55	5767	5767	CD
10_1101-2021_01_08_425952	120	56	...	...	:
10_1101-2021_01_08_425952	120	57	$	$	$
10_1101-2021_01_08_425952	120	58	codetype	codetype	NN
10_1101-2021_01_08_425952	120	59	:	:	:
10_1101-2021_01_08_425952	120	60	chr	chr	NNP
10_1101-2021_01_08_425952	120	61	"	"	``
10_1101-2021_01_08_425952	120	62	c	c	NNP
10_1101-2021_01_08_425952	120	63	"	"	''
10_1101-2021_01_08_425952	120	64	"	"	``
10_1101-2021_01_08_425952	120	65	c	c	NN
10_1101-2021_01_08_425952	120	66	"	"	''
10_1101-2021_01_08_425952	120	67	"	"	``
10_1101-2021_01_08_425952	120	68	c	c	NN
10_1101-2021_01_08_425952	120	69	"	"	''
10_1101-2021_01_08_425952	120	70	"	"	``
10_1101-2021_01_08_425952	120	71	t	t	NN
10_1101-2021_01_08_425952	120	72	"	"	''
10_1101-2021_01_08_425952	120	73	...	...	.
10_1101-2021_01_08_425952	121	1	The	the	DT
10_1101-2021_01_08_425952	121	2	patid	patid	JJ
10_1101-2021_01_08_425952	121	3	data	datum	NNS
10_1101-2021_01_08_425952	121	4	can	can	MD
10_1101-2021_01_08_425952	121	5	also	also	RB
10_1101-2021_01_08_425952	121	6	be	be	VB
10_1101-2021_01_08_425952	121	7	used	use	VBN
10_1101-2021_01_08_425952	121	8	to	to	TO
10_1101-2021_01_08_425952	121	9	retrieve	retrieve	VB
10_1101-2021_01_08_425952	121	10	patient	patient	JJ
10_1101-2021_01_08_425952	121	11	characteristics	characteristic	NNS
10_1101-2021_01_08_425952	121	12	,	,	,
10_1101-2021_01_08_425952	121	13	for	for	IN
10_1101-2021_01_08_425952	121	14	example	example	NN
10_1101-2021_01_08_425952	121	15	,	,	,
10_1101-2021_01_08_425952	121	16	the	the	DT
10_1101-2021_01_08_425952	121	17	gender	gender	NN
10_1101-2021_01_08_425952	121	18	of	of	IN
10_1101-2021_01_08_425952	121	19	the	the	DT
10_1101-2021_01_08_425952	121	20	patient	patient	NN
10_1101-2021_01_08_425952	121	21	using	use	VBG
10_1101-2021_01_08_425952	121	22	getGenderOfPatients	getgenderofpatients	NN
10_1101-2021_01_08_425952	121	23	:	:	:
10_1101-2021_01_08_425952	121	24	.CC	.CC	:
10_1101-2021_01_08_425952	121	25	-	-	:
10_1101-2021_01_08_425952	121	26	BY	by	IN
10_1101-2021_01_08_425952	121	27	-	-	HYPH
10_1101-2021_01_08_425952	121	28	ND	ND	NNP
10_1101-2021_01_08_425952	121	29	4.0	4.0	CD
10_1101-2021_01_08_425952	121	30	International	international	JJ
10_1101-2021_01_08_425952	121	31	licensemade	licensemade	NN
10_1101-2021_01_08_425952	121	32	available	available	JJ
10_1101-2021_01_08_425952	121	33	under	under	IN
10_1101-2021_01_08_425952	121	34	a	a	DT
10_1101-2021_01_08_425952	121	35	(	(	-LRB-
10_1101-2021_01_08_425952	121	36	which	which	WDT
10_1101-2021_01_08_425952	121	37	was	be	VBD
10_1101-2021_01_08_425952	121	38	not	not	RB
10_1101-2021_01_08_425952	121	39	certified	certify	VBN
10_1101-2021_01_08_425952	121	40	by	by	IN
10_1101-2021_01_08_425952	121	41	peer	peer	NN
10_1101-2021_01_08_425952	121	42	review	review	NN
10_1101-2021_01_08_425952	121	43	)	)	-RRB-
10_1101-2021_01_08_425952	121	44	is	be	VBZ
10_1101-2021_01_08_425952	121	45	the	the	DT
10_1101-2021_01_08_425952	121	46	author	author	NN
10_1101-2021_01_08_425952	121	47	/	/	SYM
10_1101-2021_01_08_425952	121	48	funder	funder	NN
10_1101-2021_01_08_425952	121	49	,	,	,
10_1101-2021_01_08_425952	121	50	who	who	WP
10_1101-2021_01_08_425952	121	51	has	have	VBZ
10_1101-2021_01_08_425952	121	52	granted	grant	VBN
10_1101-2021_01_08_425952	121	53	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	121	54	a	a	DT
10_1101-2021_01_08_425952	121	55	license	license	NN
10_1101-2021_01_08_425952	121	56	to	to	TO
10_1101-2021_01_08_425952	121	57	display	display	VB
10_1101-2021_01_08_425952	121	58	the	the	DT
10_1101-2021_01_08_425952	121	59	preprint	preprint	NN
10_1101-2021_01_08_425952	121	60	in	in	IN
10_1101-2021_01_08_425952	121	61	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	121	62	.	.	.
10_1101-2021_01_08_425952	122	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	122	2	is	be	VBZ
10_1101-2021_01_08_425952	122	3	The	the	DT
10_1101-2021_01_08_425952	122	4	copyright	copyright	NN
10_1101-2021_01_08_425952	122	5	holder	holder	NN
10_1101-2021_01_08_425952	122	6	for	for	IN
10_1101-2021_01_08_425952	122	7	this	this	DT
10_1101-2021_01_08_425952	122	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	122	9	version	version	NN
10_1101-2021_01_08_425952	122	10	posted	post	VBD
10_1101-2021_01_08_425952	122	11	January	January	NNP
10_1101-2021_01_08_425952	122	12	9	9	CD
10_1101-2021_01_08_425952	122	13	,	,	,
10_1101-2021_01_08_425952	122	14	2021	2021	CD
10_1101-2021_01_08_425952	122	15	.	.	.
10_1101-2021_01_08_425952	122	16	;	;	:
10_1101-2021_01_08_425952	122	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	122	18	:	:	:
10_1101-2021_01_08_425952	122	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	122	20	preprint	preprint	NN
10_1101-2021_01_08_425952	122	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	122	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	122	23	8	8	CD
10_1101-2021_01_08_425952	122	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	122	25	:	:	:
10_1101-2021_01_08_425952	122	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	122	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	122	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	122	29	in	in	IN
10_1101-2021_01_08_425952	122	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	122	31	Health	Health	NNP
10_1101-2021_01_08_425952	122	32	Care	Care	NNP
10_1101-2021_01_08_425952	122	33	Records	Records	NNPS
10_1101-2021_01_08_425952	122	34	>	>	XX
10_1101-2021_01_08_425952	122	35	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	122	36	)	)	-RRB-
10_1101-2021_01_08_425952	122	37	>	>	XX
10_1101-2021_01_08_425952	122	38	idList	idList	NNP
10_1101-2021_01_08_425952	122	39	<	<	XX
10_1101-2021_01_08_425952	122	40	-	-	HYPH
10_1101-2021_01_08_425952	122	41	getUniquePatidList(testTherapyDF	getUniquePatidList(testTherapyDF	NNP
10_1101-2021_01_08_425952	122	42	)	)	-RRB-
10_1101-2021_01_08_425952	122	43	>	>	XX
10_1101-2021_01_08_425952	122	44	#	#	$
10_1101-2021_01_08_425952	122	45	Only	only	RB
10_1101-2021_01_08_425952	122	46	use	use	VB
10_1101-2021_01_08_425952	122	47	half	half	NN
10_1101-2021_01_08_425952	122	48	of	of	IN
10_1101-2021_01_08_425952	122	49	the	the	DT
10_1101-2021_01_08_425952	122	50	cohort	cohort	NN
10_1101-2021_01_08_425952	122	51	.	.	.
10_1101-2021_01_08_425952	123	1	>	>	XX
10_1101-2021_01_08_425952	123	2	idList	idList	NNP
10_1101-2021_01_08_425952	123	3	<	<	XX
10_1101-2021_01_08_425952	123	4	-	-	HYPH
10_1101-2021_01_08_425952	123	5	idList[1:(length(idList)/2	idList[1:(length(idList)/2	NNP
10_1101-2021_01_08_425952	123	6	)	)	-RRB-
10_1101-2021_01_08_425952	123	7	]	]	-RRB-
10_1101-2021_01_08_425952	123	8	>	>	XX
10_1101-2021_01_08_425952	123	9	#	#	$
10_1101-2021_01_08_425952	123	10	Get	get	VB
10_1101-2021_01_08_425952	123	11	gender	gender	NN
10_1101-2021_01_08_425952	123	12	data	datum	NNS
10_1101-2021_01_08_425952	123	13	by	by	IN
10_1101-2021_01_08_425952	123	14	specific	specific	JJ
10_1101-2021_01_08_425952	123	15	gender	gender	NN
10_1101-2021_01_08_425952	123	16	.	.	.
10_1101-2021_01_08_425952	124	1	>	>	XX
10_1101-2021_01_08_425952	124	2	maleCode	maleCode	NNP
10_1101-2021_01_08_425952	124	3	<	<	XX
10_1101-2021_01_08_425952	124	4	-	-	HYPH
10_1101-2021_01_08_425952	124	5	1	1	CD
10_1101-2021_01_08_425952	124	6	>	>	NN
10_1101-2021_01_08_425952	124	7	femaleCode	femaleCode	NNP
10_1101-2021_01_08_425952	124	8	<	<	XX
10_1101-2021_01_08_425952	124	9	-	-	HYPH
10_1101-2021_01_08_425952	124	10	2	2	NNP
10_1101-2021_01_08_425952	124	11	>	>	NN
10_1101-2021_01_08_425952	124	12	malePatientsDF	malePatientsDF	NNP
10_1101-2021_01_08_425952	124	13	<	<	XX
10_1101-2021_01_08_425952	124	14	-	-	HYPH
10_1101-2021_01_08_425952	124	15	getGenderOfPatients(idList	getGenderOfPatients(idList	NNP
10_1101-2021_01_08_425952	124	16	,	,	,
10_1101-2021_01_08_425952	124	17	ageGenderDF	ageGenderDF	JJR
10_1101-2021_01_08_425952	124	18	,	,	,
10_1101-2021_01_08_425952	124	19	maleCode	malecode	FW
10_1101-2021_01_08_425952	124	20	)	)	-RRB-
10_1101-2021_01_08_425952	124	21	>	>	XX
10_1101-2021_01_08_425952	124	22	femalePatientsDF	femalePatientsDF	NNP
10_1101-2021_01_08_425952	124	23	<	<	XX
10_1101-2021_01_08_425952	124	24	-	-	HYPH
10_1101-2021_01_08_425952	124	25	getGenderOfPatients(idList	getGenderOfPatients(idList	NNP
10_1101-2021_01_08_425952	124	26	,	,	,
10_1101-2021_01_08_425952	124	27	ageGenderDF	ageGenderDF	JJR
10_1101-2021_01_08_425952	124	28	,	,	,
10_1101-2021_01_08_425952	124	29	femaleCode	femalecode	LS
10_1101-2021_01_08_425952	124	30	)	)	-RRB-
10_1101-2021_01_08_425952	124	31	>	>	XX
10_1101-2021_01_08_425952	124	32	#	#	$
10_1101-2021_01_08_425952	124	33	Get	get	VB
10_1101-2021_01_08_425952	124	34	all	all	DT
10_1101-2021_01_08_425952	124	35	gender	gender	NN
10_1101-2021_01_08_425952	124	36	data	datum	NNS
10_1101-2021_01_08_425952	124	37	>	>	XX
10_1101-2021_01_08_425952	124	38	allPatientsDF	allpatientsdf	NN
10_1101-2021_01_08_425952	124	39	<	<	XX
10_1101-2021_01_08_425952	124	40	-	-	HYPH
10_1101-2021_01_08_425952	124	41	getGenderOfPatients(getUniquePatidList(testTherapyDF	getGenderOfPatients(getUniquePatidList(testTherapyDF	NNP
10_1101-2021_01_08_425952	124	42	)	)	-RRB-
10_1101-2021_01_08_425952	124	43	,	,	,
10_1101-2021_01_08_425952	124	44	+	+	SYM
10_1101-2021_01_08_425952	124	45	ageGenderDF	ageGenderDF	-RRB-
10_1101-2021_01_08_425952	124	46	)	)	-RRB-
10_1101-2021_01_08_425952	124	47	>	>	XX
10_1101-2021_01_08_425952	124	48	#	#	$
10_1101-2021_01_08_425952	124	49	Structure	structure	NN
10_1101-2021_01_08_425952	124	50	of	of	IN
10_1101-2021_01_08_425952	124	51	the	the	DT
10_1101-2021_01_08_425952	124	52	patient	patient	JJ
10_1101-2021_01_08_425952	124	53	gender	gender	NN
10_1101-2021_01_08_425952	124	54	data	datum	NNS
10_1101-2021_01_08_425952	124	55	.	.	.
10_1101-2021_01_08_425952	125	1	>	>	XX
10_1101-2021_01_08_425952	125	2	str(allPatientsDF	str(allPatientsDF	NNP
10_1101-2021_01_08_425952	125	3	,	,	,
10_1101-2021_01_08_425952	125	4	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	125	5	"	"	''
10_1101-2021_01_08_425952	125	6	)	)	-RRB-
10_1101-2021_01_08_425952	125	7	'	'	``
10_1101-2021_01_08_425952	125	8	data.frame	data.frame	NN
10_1101-2021_01_08_425952	125	9	'	'	''
10_1101-2021_01_08_425952	125	10	:	:	:
10_1101-2021_01_08_425952	125	11	3838	3838	CD
10_1101-2021_01_08_425952	125	12	obs	obs	NN
10_1101-2021_01_08_425952	125	13	.	.	.
10_1101-2021_01_08_425952	126	1	of	of	IN
10_1101-2021_01_08_425952	126	2	2	2	CD
10_1101-2021_01_08_425952	126	3	variables	variable	NNS
10_1101-2021_01_08_425952	126	4	:	:	:
10_1101-2021_01_08_425952	126	5	$	$	$
10_1101-2021_01_08_425952	126	6	patid	patid	NN
10_1101-2021_01_08_425952	126	7	:	:	:
10_1101-2021_01_08_425952	126	8	int	int	NN
10_1101-2021_01_08_425952	126	9	1	1	CD
10_1101-2021_01_08_425952	126	10	2	2	CD
10_1101-2021_01_08_425952	126	11	3	3	CD
10_1101-2021_01_08_425952	126	12	4	4	CD
10_1101-2021_01_08_425952	126	13	5	5	CD
10_1101-2021_01_08_425952	126	14	6	6	CD
10_1101-2021_01_08_425952	126	15	7	7	CD
10_1101-2021_01_08_425952	126	16	8	8	CD
10_1101-2021_01_08_425952	126	17	9	9	CD
10_1101-2021_01_08_425952	126	18	10	10	CD
10_1101-2021_01_08_425952	126	19	...	...	SYM
10_1101-2021_01_08_425952	126	20	$	$	$
10_1101-2021_01_08_425952	126	21	gender	gender	NN
10_1101-2021_01_08_425952	126	22	:	:	:
10_1101-2021_01_08_425952	126	23	int	int	NN
10_1101-2021_01_08_425952	126	24	2	2	CD
10_1101-2021_01_08_425952	126	25	2	2	CD
10_1101-2021_01_08_425952	126	26	1	1	CD
10_1101-2021_01_08_425952	126	27	2	2	CD
10_1101-2021_01_08_425952	126	28	2	2	CD
10_1101-2021_01_08_425952	126	29	1	1	CD
10_1101-2021_01_08_425952	126	30	2	2	CD
10_1101-2021_01_08_425952	126	31	2	2	CD
10_1101-2021_01_08_425952	126	32	2	2	CD
10_1101-2021_01_08_425952	126	33	1	1	CD
10_1101-2021_01_08_425952	126	34	...	...	:
10_1101-2021_01_08_425952	126	35	IMD	IMD	NNP
10_1101-2021_01_08_425952	126	36	data	datum	NNS
10_1101-2021_01_08_425952	126	37	can	can	MD
10_1101-2021_01_08_425952	126	38	be	be	VB
10_1101-2021_01_08_425952	126	39	retrieved	retrieve	VBN
10_1101-2021_01_08_425952	126	40	by	by	IN
10_1101-2021_01_08_425952	126	41	combining	combine	VBG
10_1101-2021_01_08_425952	126	42	getUniquePatidList	getuniquepatidlist	NN
10_1101-2021_01_08_425952	126	43	and	and	CC
10_1101-2021_01_08_425952	126	44	getIMDOfPatients	getimdofpatients	CD
10_1101-2021_01_08_425952	126	45	func-	func-	JJ
10_1101-2021_01_08_425952	126	46	tions	tion	NNS
10_1101-2021_01_08_425952	126	47	:	:	:
10_1101-2021_01_08_425952	126	48	>	>	XX
10_1101-2021_01_08_425952	126	49	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	126	50	)	)	-RRB-
10_1101-2021_01_08_425952	126	51	>	>	XX
10_1101-2021_01_08_425952	126	52	idList	idList	NNP
10_1101-2021_01_08_425952	126	53	<	<	XX
10_1101-2021_01_08_425952	126	54	-	-	HYPH
10_1101-2021_01_08_425952	126	55	getUniquePatidList(testTherapyDF	getUniquePatidList(testTherapyDF	NNP
10_1101-2021_01_08_425952	126	56	)	)	-RRB-
10_1101-2021_01_08_425952	126	57	>	>	XX
10_1101-2021_01_08_425952	126	58	#	#	$
10_1101-2021_01_08_425952	126	59	Get	get	VB
10_1101-2021_01_08_425952	126	60	patients	patient	NNS
10_1101-2021_01_08_425952	126	61	with	with	IN
10_1101-2021_01_08_425952	126	62	an	an	DT
10_1101-2021_01_08_425952	126	63	IMD	IMD	NNP
10_1101-2021_01_08_425952	126	64	score	score	NN
10_1101-2021_01_08_425952	126	65	of	of	IN
10_1101-2021_01_08_425952	126	66	1	1	CD
10_1101-2021_01_08_425952	126	67	or	or	CC
10_1101-2021_01_08_425952	126	68	2	2	CD
10_1101-2021_01_08_425952	126	69	>	>	XX
10_1101-2021_01_08_425952	126	70	onePatientsDF	onepatientsdf	FW
10_1101-2021_01_08_425952	126	71	<	<	XX
10_1101-2021_01_08_425952	126	72	-	-	HYPH
10_1101-2021_01_08_425952	126	73	getIMDOfPatients(idList	getimdofpatients(idlist	JJ
10_1101-2021_01_08_425952	126	74	,	,	,
10_1101-2021_01_08_425952	126	75	imdDF	imddf	FW
10_1101-2021_01_08_425952	126	76	,	,	,
10_1101-2021_01_08_425952	126	77	1	1	CD
10_1101-2021_01_08_425952	126	78	)	)	-RRB-
10_1101-2021_01_08_425952	126	79	>	>	XX
10_1101-2021_01_08_425952	126	80	twoPatientsDF	twoPatientsDF	''
10_1101-2021_01_08_425952	126	81	<	<	XX
10_1101-2021_01_08_425952	126	82	-	-	HYPH
10_1101-2021_01_08_425952	126	83	getIMDOfPatients(idList	getimdofpatients(idlist	JJ
10_1101-2021_01_08_425952	126	84	,	,	,
10_1101-2021_01_08_425952	126	85	imdDF	imddf	XX
10_1101-2021_01_08_425952	126	86	,	,	,
10_1101-2021_01_08_425952	126	87	2	2	CD
10_1101-2021_01_08_425952	126	88	)	)	-RRB-
10_1101-2021_01_08_425952	126	89	>	>	XX
10_1101-2021_01_08_425952	126	90	#	#	$
10_1101-2021_01_08_425952	126	91	Get	get	VB
10_1101-2021_01_08_425952	126	92	all	all	DT
10_1101-2021_01_08_425952	126	93	IMD	IMD	NNP
10_1101-2021_01_08_425952	126	94	scores	score	NNS
10_1101-2021_01_08_425952	126	95	for	for	IN
10_1101-2021_01_08_425952	126	96	all	all	DT
10_1101-2021_01_08_425952	126	97	patients	patient	NNS
10_1101-2021_01_08_425952	126	98	in	in	IN
10_1101-2021_01_08_425952	126	99	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	126	100	>	>	XX
10_1101-2021_01_08_425952	126	101	allPatientsDF	allpatientsdf	FW
10_1101-2021_01_08_425952	126	102	<	<	XX
10_1101-2021_01_08_425952	126	103	-	-	HYPH
10_1101-2021_01_08_425952	126	104	getIMDOfPatients(getUniquePatidList(testTherapyDF	getIMDOfPatients(getUniquePatidList(testTherapyDF	NNP
10_1101-2021_01_08_425952	126	105	)	)	-RRB-
10_1101-2021_01_08_425952	126	106	,	,	,
10_1101-2021_01_08_425952	126	107	imdDF	imddf	ADD
10_1101-2021_01_08_425952	126	108	)	)	-RRB-
10_1101-2021_01_08_425952	126	109	>	>	XX
10_1101-2021_01_08_425952	126	110	#	#	$
10_1101-2021_01_08_425952	126	111	Structure	structure	NN
10_1101-2021_01_08_425952	126	112	of	of	IN
10_1101-2021_01_08_425952	126	113	the	the	DT
10_1101-2021_01_08_425952	126	114	patient	patient	JJ
10_1101-2021_01_08_425952	126	115	gender	gender	NN
10_1101-2021_01_08_425952	126	116	data	datum	NNS
10_1101-2021_01_08_425952	126	117	.	.	.
10_1101-2021_01_08_425952	127	1	>	>	XX
10_1101-2021_01_08_425952	127	2	str(allPatientsDF	str(allPatientsDF	NNP
10_1101-2021_01_08_425952	127	3	,	,	,
10_1101-2021_01_08_425952	127	4	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	127	5	"	"	''
10_1101-2021_01_08_425952	127	6	)	)	-RRB-
10_1101-2021_01_08_425952	127	7	'	'	``
10_1101-2021_01_08_425952	127	8	data.frame	data.frame	NN
10_1101-2021_01_08_425952	127	9	'	'	''
10_1101-2021_01_08_425952	127	10	:	:	:
10_1101-2021_01_08_425952	127	11	2123	2123	CD
10_1101-2021_01_08_425952	127	12	obs	obs	NN
10_1101-2021_01_08_425952	127	13	.	.	.
10_1101-2021_01_08_425952	128	1	of	of	IN
10_1101-2021_01_08_425952	128	2	2	2	CD
10_1101-2021_01_08_425952	128	3	variables	variable	NNS
10_1101-2021_01_08_425952	128	4	:	:	:
10_1101-2021_01_08_425952	128	5	$	$	$
10_1101-2021_01_08_425952	128	6	patid	patid	NN
10_1101-2021_01_08_425952	128	7	:	:	:
10_1101-2021_01_08_425952	128	8	int	int	DT
10_1101-2021_01_08_425952	128	9	6	6	CD
10_1101-2021_01_08_425952	128	10	11	11	CD
10_1101-2021_01_08_425952	128	11	16	16	CD
10_1101-2021_01_08_425952	128	12	34	34	CD
10_1101-2021_01_08_425952	128	13	42	42	CD
10_1101-2021_01_08_425952	128	14	44	44	CD
10_1101-2021_01_08_425952	128	15	54	54	CD
10_1101-2021_01_08_425952	128	16	60	60	CD
10_1101-2021_01_08_425952	128	17	63	63	CD
10_1101-2021_01_08_425952	128	18	79	79	CD
10_1101-2021_01_08_425952	128	19	...	...	:
10_1101-2021_01_08_425952	128	20	$	$	$
10_1101-2021_01_08_425952	128	21	score	score	NN
10_1101-2021_01_08_425952	128	22	:	:	:
10_1101-2021_01_08_425952	128	23	int	int	NN
10_1101-2021_01_08_425952	128	24	1	1	CD
10_1101-2021_01_08_425952	128	25	3	3	CD
10_1101-2021_01_08_425952	128	26	1	1	CD
10_1101-2021_01_08_425952	128	27	4	4	CD
10_1101-2021_01_08_425952	128	28	1	1	CD
10_1101-2021_01_08_425952	128	29	2	2	CD
10_1101-2021_01_08_425952	128	30	1	1	CD
10_1101-2021_01_08_425952	128	31	5	5	CD
10_1101-2021_01_08_425952	128	32	1	1	CD
10_1101-2021_01_08_425952	128	33	2	2	CD
10_1101-2021_01_08_425952	128	34	...	...	.
10_1101-2021_01_08_425952	129	1	The	the	DT
10_1101-2021_01_08_425952	129	2	final	final	JJ
10_1101-2021_01_08_425952	129	3	example	example	NN
10_1101-2021_01_08_425952	129	4	of	of	IN
10_1101-2021_01_08_425952	129	5	EHR	EHR	NNP
10_1101-2021_01_08_425952	129	6	dataframe	dataframe	NN
10_1101-2021_01_08_425952	129	7	manipulation	manipulation	NN
10_1101-2021_01_08_425952	129	8	presented	present	VBN
10_1101-2021_01_08_425952	129	9	here	here	RB
10_1101-2021_01_08_425952	129	10	demonstrates	demonstrate	VBZ
10_1101-2021_01_08_425952	129	11	how	how	WRB
10_1101-2021_01_08_425952	129	12	to	to	TO
10_1101-2021_01_08_425952	129	13	re-	re-	RB
10_1101-2021_01_08_425952	129	14	trieve	trieve	VB
10_1101-2021_01_08_425952	129	15	all	all	DT
10_1101-2021_01_08_425952	129	16	prescription	prescription	NN
10_1101-2021_01_08_425952	129	17	records	record	NNS
10_1101-2021_01_08_425952	129	18	for	for	IN
10_1101-2021_01_08_425952	129	19	patients	patient	NNS
10_1101-2021_01_08_425952	129	20	prescribed	prescribe	VBD
10_1101-2021_01_08_425952	129	21	a	a	DT
10_1101-2021_01_08_425952	129	22	specific	specific	JJ
10_1101-2021_01_08_425952	129	23	prescription	prescription	NN
10_1101-2021_01_08_425952	129	24	treatment	treatment	NN
10_1101-2021_01_08_425952	129	25	.	.	.
10_1101-2021_01_08_425952	130	1	For	for	IN
10_1101-2021_01_08_425952	130	2	example	example	NN
10_1101-2021_01_08_425952	130	3	,	,	,
10_1101-2021_01_08_425952	130	4	such	such	PDT
10_1101-2021_01_08_425952	130	5	an	an	DT
10_1101-2021_01_08_425952	130	6	operation	operation	NN
10_1101-2021_01_08_425952	130	7	can	can	MD
10_1101-2021_01_08_425952	130	8	be	be	VB
10_1101-2021_01_08_425952	130	9	used	use	VBN
10_1101-2021_01_08_425952	130	10	to	to	TO
10_1101-2021_01_08_425952	130	11	retrieve	retrieve	VB
10_1101-2021_01_08_425952	130	12	all	all	DT
10_1101-2021_01_08_425952	130	13	prescription	prescription	NN
10_1101-2021_01_08_425952	130	14	records	record	NNS
10_1101-2021_01_08_425952	130	15	for	for	IN
10_1101-2021_01_08_425952	130	16	any	any	DT
10_1101-2021_01_08_425952	130	17	patient	patient	NN
10_1101-2021_01_08_425952	130	18	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	130	19	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	130	20	.	.	.
10_1101-2021_01_08_425952	131	1	In	in	IN
10_1101-2021_01_08_425952	131	2	addition	addition	NN
10_1101-2021_01_08_425952	131	3	,	,	,
10_1101-2021_01_08_425952	131	4	it	-PRON-	PRP
10_1101-2021_01_08_425952	131	5	is	be	VBZ
10_1101-2021_01_08_425952	131	6	also	also	RB
10_1101-2021_01_08_425952	131	7	possible	possible	JJ
10_1101-2021_01_08_425952	131	8	to	to	TO
10_1101-2021_01_08_425952	131	9	return	return	VB
10_1101-2021_01_08_425952	131	10	only	only	JJ
10_1101-2021_01_08_425952	131	11	prescription	prescription	NN
10_1101-2021_01_08_425952	131	12	records	record	NNS
10_1101-2021_01_08_425952	131	13	matching	match	VBG
10_1101-2021_01_08_425952	131	14	specific	specific	JJ
10_1101-2021_01_08_425952	131	15	prescription	prescription	NN
10_1101-2021_01_08_425952	131	16	treatments	treatment	NNS
10_1101-2021_01_08_425952	131	17	.	.	.
10_1101-2021_01_08_425952	132	1	Importantly	importantly	RB
10_1101-2021_01_08_425952	132	2	,	,	,
10_1101-2021_01_08_425952	132	3	prescription	prescription	NN
10_1101-2021_01_08_425952	132	4	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	132	5	can	can	MD
10_1101-2021_01_08_425952	132	6	be	be	VB
10_1101-2021_01_08_425952	132	7	grouped	group	VBN
10_1101-2021_01_08_425952	132	8	into	into	IN
10_1101-2021_01_08_425952	132	9	lists	list	NNS
10_1101-2021_01_08_425952	132	10	and	and	CC
10_1101-2021_01_08_425952	132	11	used	use	VBD
10_1101-2021_01_08_425952	132	12	to	to	TO
10_1101-2021_01_08_425952	132	13	collect	collect	VB
10_1101-2021_01_08_425952	132	14	those	those	DT
10_1101-2021_01_08_425952	132	15	patients	patient	NNS
10_1101-2021_01_08_425952	132	16	with	with	IN
10_1101-2021_01_08_425952	132	17	at	at	RB
10_1101-2021_01_08_425952	132	18	least	least	RBS
10_1101-2021_01_08_425952	132	19	one	one	CD
10_1101-2021_01_08_425952	132	20	record	record	NN
10_1101-2021_01_08_425952	132	21	that	that	WDT
10_1101-2021_01_08_425952	132	22	matches	match	VBZ
10_1101-2021_01_08_425952	132	23	an	an	DT
10_1101-2021_01_08_425952	132	24	element	element	NN
10_1101-2021_01_08_425952	132	25	of	of	IN
10_1101-2021_01_08_425952	132	26	that	that	DT
10_1101-2021_01_08_425952	132	27	list	list	NN
10_1101-2021_01_08_425952	132	28	.	.	.
10_1101-2021_01_08_425952	133	1	This	this	DT
10_1101-2021_01_08_425952	133	2	approach	approach	NN
10_1101-2021_01_08_425952	133	3	is	be	VBZ
10_1101-2021_01_08_425952	133	4	useful	useful	JJ
10_1101-2021_01_08_425952	133	5	if	if	IN
10_1101-2021_01_08_425952	133	6	the	the	DT
10_1101-2021_01_08_425952	133	7	dose	dose	NN
10_1101-2021_01_08_425952	133	8	is	be	VBZ
10_1101-2021_01_08_425952	133	9	not	not	RB
10_1101-2021_01_08_425952	133	10	relevant	relevant	JJ
10_1101-2021_01_08_425952	133	11	to	to	IN
10_1101-2021_01_08_425952	133	12	the	the	DT
10_1101-2021_01_08_425952	133	13	study	study	NN
10_1101-2021_01_08_425952	133	14	or	or	CC
10_1101-2021_01_08_425952	133	15	the	the	DT
10_1101-2021_01_08_425952	133	16	prescription	prescription	NN
10_1101-2021_01_08_425952	133	17	is	be	VBZ
10_1101-2021_01_08_425952	133	18	dispensed	dispense	VBN
10_1101-2021_01_08_425952	133	19	under	under	IN
10_1101-2021_01_08_425952	133	20	multiple	multiple	JJ
10_1101-2021_01_08_425952	133	21	product	product	NN
10_1101-2021_01_08_425952	133	22	names	name	NNS
10_1101-2021_01_08_425952	133	23	.	.	.
10_1101-2021_01_08_425952	134	1	.CC	.CC	NFP
10_1101-2021_01_08_425952	134	2	-	-	:
10_1101-2021_01_08_425952	134	3	BY	by	IN
10_1101-2021_01_08_425952	134	4	-	-	HYPH
10_1101-2021_01_08_425952	134	5	ND	ND	NNP
10_1101-2021_01_08_425952	134	6	4.0	4.0	CD
10_1101-2021_01_08_425952	134	7	International	international	JJ
10_1101-2021_01_08_425952	134	8	licensemade	licensemade	NN
10_1101-2021_01_08_425952	134	9	available	available	JJ
10_1101-2021_01_08_425952	134	10	under	under	IN
10_1101-2021_01_08_425952	134	11	a	a	DT
10_1101-2021_01_08_425952	134	12	(	(	-LRB-
10_1101-2021_01_08_425952	134	13	which	which	WDT
10_1101-2021_01_08_425952	134	14	was	be	VBD
10_1101-2021_01_08_425952	134	15	not	not	RB
10_1101-2021_01_08_425952	134	16	certified	certify	VBN
10_1101-2021_01_08_425952	134	17	by	by	IN
10_1101-2021_01_08_425952	134	18	peer	peer	NN
10_1101-2021_01_08_425952	134	19	review	review	NN
10_1101-2021_01_08_425952	134	20	)	)	-RRB-
10_1101-2021_01_08_425952	134	21	is	be	VBZ
10_1101-2021_01_08_425952	134	22	the	the	DT
10_1101-2021_01_08_425952	134	23	author	author	NN
10_1101-2021_01_08_425952	134	24	/	/	SYM
10_1101-2021_01_08_425952	134	25	funder	funder	NN
10_1101-2021_01_08_425952	134	26	,	,	,
10_1101-2021_01_08_425952	134	27	who	who	WP
10_1101-2021_01_08_425952	134	28	has	have	VBZ
10_1101-2021_01_08_425952	134	29	granted	grant	VBN
10_1101-2021_01_08_425952	134	30	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	134	31	a	a	DT
10_1101-2021_01_08_425952	134	32	license	license	NN
10_1101-2021_01_08_425952	134	33	to	to	TO
10_1101-2021_01_08_425952	134	34	display	display	VB
10_1101-2021_01_08_425952	134	35	the	the	DT
10_1101-2021_01_08_425952	134	36	preprint	preprint	NN
10_1101-2021_01_08_425952	134	37	in	in	IN
10_1101-2021_01_08_425952	134	38	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	134	39	.	.	.
10_1101-2021_01_08_425952	135	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	135	2	is	be	VBZ
10_1101-2021_01_08_425952	135	3	The	the	DT
10_1101-2021_01_08_425952	135	4	copyright	copyright	NN
10_1101-2021_01_08_425952	135	5	holder	holder	NN
10_1101-2021_01_08_425952	135	6	for	for	IN
10_1101-2021_01_08_425952	135	7	this	this	DT
10_1101-2021_01_08_425952	135	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	135	9	version	version	NN
10_1101-2021_01_08_425952	135	10	posted	post	VBD
10_1101-2021_01_08_425952	135	11	January	January	NNP
10_1101-2021_01_08_425952	135	12	9	9	CD
10_1101-2021_01_08_425952	135	13	,	,	,
10_1101-2021_01_08_425952	135	14	2021	2021	CD
10_1101-2021_01_08_425952	135	15	.	.	.
10_1101-2021_01_08_425952	135	16	;	;	:
10_1101-2021_01_08_425952	135	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	135	18	:	:	:
10_1101-2021_01_08_425952	135	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	135	20	preprint	preprint	NN
10_1101-2021_01_08_425952	135	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	135	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	135	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	135	24	of	of	IN
10_1101-2021_01_08_425952	135	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	135	26	Software	Software	NNP
10_1101-2021_01_08_425952	135	27	9	9	CD
10_1101-2021_01_08_425952	135	28	>	>	NN
10_1101-2021_01_08_425952	135	29	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	135	30	)	)	-RRB-
10_1101-2021_01_08_425952	135	31	>	>	XX
10_1101-2021_01_08_425952	135	32	#	#	$
10_1101-2021_01_08_425952	135	33	It	-PRON-	PRP
10_1101-2021_01_08_425952	135	34	is	be	VBZ
10_1101-2021_01_08_425952	135	35	easy	easy	JJ
10_1101-2021_01_08_425952	135	36	to	to	TO
10_1101-2021_01_08_425952	135	37	retrieve	retrieve	VB
10_1101-2021_01_08_425952	135	38	a	a	DT
10_1101-2021_01_08_425952	135	39	list	list	NN
10_1101-2021_01_08_425952	135	40	of	of	IN
10_1101-2021_01_08_425952	135	41	all	all	DT
10_1101-2021_01_08_425952	135	42	unique	unique	JJ
10_1101-2021_01_08_425952	135	43	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	135	44	in	in	IN
10_1101-2021_01_08_425952	135	45	the	the	DT
10_1101-2021_01_08_425952	135	46	cohort	cohort	NN
10_1101-2021_01_08_425952	135	47	.	.	.
10_1101-2021_01_08_425952	136	1	>	>	XX
10_1101-2021_01_08_425952	136	2	prodCodesVector	prodCodesVector	NNP
10_1101-2021_01_08_425952	136	3	<	<	XX
10_1101-2021_01_08_425952	136	4	-	-	HYPH
10_1101-2021_01_08_425952	136	5	unique(testTherapyDF$prodcode	unique(testTherapyDF$prodcode	NNP
10_1101-2021_01_08_425952	136	6	)	)	-RRB-
10_1101-2021_01_08_425952	136	7	>	>	XX
10_1101-2021_01_08_425952	136	8	reducedProdCodesVector	reducedProdCodesVector	NNP
10_1101-2021_01_08_425952	136	9	<	<	XX
10_1101-2021_01_08_425952	136	10	-	-	HYPH
10_1101-2021_01_08_425952	136	11	prodCodesVector[1:10	prodcodesvector[1:10	NN
10_1101-2021_01_08_425952	136	12	]	]	-RRB-
10_1101-2021_01_08_425952	136	13	>	>	NFP
10_1101-2021_01_08_425952	136	14	#	#	$
10_1101-2021_01_08_425952	136	15	All	all	DT
10_1101-2021_01_08_425952	136	16	records	record	NNS
10_1101-2021_01_08_425952	136	17	are	be	VBP
10_1101-2021_01_08_425952	136	18	maintained	maintain	VBN
10_1101-2021_01_08_425952	136	19	for	for	IN
10_1101-2021_01_08_425952	136	20	those	those	DT
10_1101-2021_01_08_425952	136	21	patients	patient	NNS
10_1101-2021_01_08_425952	136	22	with	with	IN
10_1101-2021_01_08_425952	136	23	a	a	DT
10_1101-2021_01_08_425952	136	24	matching	matching	NN
10_1101-2021_01_08_425952	136	25	prodcode	prodcode	NN
10_1101-2021_01_08_425952	136	26	.	.	.
10_1101-2021_01_08_425952	137	1	>	>	XX
10_1101-2021_01_08_425952	137	2	therapyOfInterestDF	therapyOfInterestDF	NNP
10_1101-2021_01_08_425952	137	3	<	<	XX
10_1101-2021_01_08_425952	137	4	-	-	HYPH
10_1101-2021_01_08_425952	137	5	getPatientsWithProdCode(testTherapyDF	getPatientsWithProdCode(testTherapyDF	NNP
10_1101-2021_01_08_425952	137	6	,	,	,
10_1101-2021_01_08_425952	137	7	+	+	CC
10_1101-2021_01_08_425952	137	8	reducedProdCodesVector	reducedProdCodesVector	NNP
10_1101-2021_01_08_425952	137	9	)	)	-RRB-
10_1101-2021_01_08_425952	137	10	>	>	XX
10_1101-2021_01_08_425952	137	11	#	#	$
10_1101-2021_01_08_425952	137	12	Only	only	RB
10_1101-2021_01_08_425952	137	13	those	those	DT
10_1101-2021_01_08_425952	137	14	records	record	NNS
10_1101-2021_01_08_425952	137	15	that	that	WDT
10_1101-2021_01_08_425952	137	16	match	match	NN
10_1101-2021_01_08_425952	137	17	are	be	VBP
10_1101-2021_01_08_425952	137	18	retained	retain	VBN
10_1101-2021_01_08_425952	137	19	.	.	.
10_1101-2021_01_08_425952	138	1	>	>	XX
10_1101-2021_01_08_425952	138	2	reducedTherapyOfInterestDF	reducedTherapyOfInterestDF	NNP
10_1101-2021_01_08_425952	138	3	<	<	XX
10_1101-2021_01_08_425952	138	4	-	-	HYPH
10_1101-2021_01_08_425952	138	5	getPatientsWithProdCode(testTherapyDF	getPatientsWithProdCode(testTherapyDF	NNP
10_1101-2021_01_08_425952	138	6	,	,	,
10_1101-2021_01_08_425952	138	7	+	+	CC
10_1101-2021_01_08_425952	138	8	reducedProdCodesVector	reducedProdCodesVector	NNP
10_1101-2021_01_08_425952	138	9	,	,	,
10_1101-2021_01_08_425952	138	10	+	+	CC
10_1101-2021_01_08_425952	138	11	removeExcessDrugs	removeexcessdrug	NNS
10_1101-2021_01_08_425952	138	12	=	=	SYM
10_1101-2021_01_08_425952	138	13	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	138	14	)	)	-RRB-
10_1101-2021_01_08_425952	138	15	3	3	CD
10_1101-2021_01_08_425952	138	16	.	.	.
10_1101-2021_01_08_425952	139	1	EHR	ehr	NN
10_1101-2021_01_08_425952	139	2	drug	drug	NN
10_1101-2021_01_08_425952	139	3	prescription	prescription	NN
10_1101-2021_01_08_425952	139	4	results	result	NNS
10_1101-2021_01_08_425952	139	5	and	and	CC
10_1101-2021_01_08_425952	139	6	discussion	discussion	NN
10_1101-2021_01_08_425952	139	7	Having	have	VBG
10_1101-2021_01_08_425952	139	8	briefly	briefly	RB
10_1101-2021_01_08_425952	139	9	demonstrated	demonstrate	VBD
10_1101-2021_01_08_425952	139	10	some	some	DT
10_1101-2021_01_08_425952	139	11	basic	basic	JJ
10_1101-2021_01_08_425952	139	12	operation	operation	NN
10_1101-2021_01_08_425952	139	13	on	on	IN
10_1101-2021_01_08_425952	139	14	retrieving	retrieve	VBG
10_1101-2021_01_08_425952	139	15	patient	patient	JJ
10_1101-2021_01_08_425952	139	16	records	record	NNS
10_1101-2021_01_08_425952	139	17	by	by	IN
10_1101-2021_01_08_425952	139	18	matching	match	VBG
10_1101-2021_01_08_425952	139	19	EHR	EHR	NNP
10_1101-2021_01_08_425952	139	20	dataframes	dataframe	NNS
10_1101-2021_01_08_425952	139	21	against	against	IN
10_1101-2021_01_08_425952	139	22	sets	set	NNS
10_1101-2021_01_08_425952	139	23	of	of	IN
10_1101-2021_01_08_425952	139	24	patid	patid	JJ
10_1101-2021_01_08_425952	139	25	values	value	NNS
10_1101-2021_01_08_425952	139	26	,	,	,
10_1101-2021_01_08_425952	139	27	we	-PRON-	PRP
10_1101-2021_01_08_425952	139	28	move	move	VBP
10_1101-2021_01_08_425952	139	29	on	on	RP
10_1101-2021_01_08_425952	139	30	to	to	TO
10_1101-2021_01_08_425952	139	31	showcase	showcase	VB
10_1101-2021_01_08_425952	139	32	several	several	JJ
10_1101-2021_01_08_425952	139	33	operations	operation	NNS
10_1101-2021_01_08_425952	139	34	available	available	JJ
10_1101-2021_01_08_425952	139	35	to	to	IN
10_1101-2021_01_08_425952	139	36	the	the	DT
10_1101-2021_01_08_425952	139	37	user	user	NN
10_1101-2021_01_08_425952	139	38	.	.	.
10_1101-2021_01_08_425952	140	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	140	2	begin	begin	VBP
10_1101-2021_01_08_425952	140	3	by	by	IN
10_1101-2021_01_08_425952	140	4	presenting	present	VBG
10_1101-2021_01_08_425952	140	5	examples	example	NNS
10_1101-2021_01_08_425952	140	6	of	of	IN
10_1101-2021_01_08_425952	140	7	cohort	cohort	NN
10_1101-2021_01_08_425952	140	8	prescription	prescription	NN
10_1101-2021_01_08_425952	140	9	summary	summary	NN
10_1101-2021_01_08_425952	140	10	statistics	statistic	NNS
10_1101-2021_01_08_425952	140	11	followed	follow	VBN
10_1101-2021_01_08_425952	140	12	by	by	IN
10_1101-2021_01_08_425952	140	13	methods	method	NNS
10_1101-2021_01_08_425952	140	14	of	of	IN
10_1101-2021_01_08_425952	140	15	dataset	dataset	NN
10_1101-2021_01_08_425952	140	16	curating	curate	VBG
10_1101-2021_01_08_425952	140	17	and	and	CC
10_1101-2021_01_08_425952	140	18	stratifying	stratify	VBG
10_1101-2021_01_08_425952	140	19	by	by	IN
10_1101-2021_01_08_425952	140	20	patient	patient	JJ
10_1101-2021_01_08_425952	140	21	groups	group	NNS
10_1101-2021_01_08_425952	140	22	.	.	.
10_1101-2021_01_08_425952	141	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	141	2	then	then	RB
10_1101-2021_01_08_425952	141	3	present	present	VBP
10_1101-2021_01_08_425952	141	4	examples	example	NNS
10_1101-2021_01_08_425952	141	5	on	on	IN
10_1101-2021_01_08_425952	141	6	how	how	WRB
10_1101-2021_01_08_425952	141	7	to	to	TO
10_1101-2021_01_08_425952	141	8	search	search	VB
10_1101-2021_01_08_425952	141	9	for	for	IN
10_1101-2021_01_08_425952	141	10	patients	patient	NNS
10_1101-2021_01_08_425952	141	11	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	141	12	with	with	IN
10_1101-2021_01_08_425952	141	13	a	a	DT
10_1101-2021_01_08_425952	141	14	first	first	JJ
10_1101-2021_01_08_425952	141	15	-	-	HYPH
10_1101-2021_01_08_425952	141	16	line	line	NN
10_1101-2021_01_08_425952	141	17	treatments	treatment	NNS
10_1101-2021_01_08_425952	141	18	,	,	,
10_1101-2021_01_08_425952	141	19	followed	follow	VBN
10_1101-2021_01_08_425952	141	20	by	by	IN
10_1101-2021_01_08_425952	141	21	presenting	present	VBG
10_1101-2021_01_08_425952	141	22	some	some	DT
10_1101-2021_01_08_425952	141	23	of	of	IN
10_1101-2021_01_08_425952	141	24	these	these	DT
10_1101-2021_01_08_425952	141	25	patient	patient	JJ
10_1101-2021_01_08_425952	141	26	groups	group	NNS
10_1101-2021_01_08_425952	141	27	as	as	IN
10_1101-2021_01_08_425952	141	28	sequences	sequence	NNS
10_1101-2021_01_08_425952	141	29	of	of	IN
10_1101-2021_01_08_425952	141	30	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	141	31	.	.	.
10_1101-2021_01_08_425952	142	1	Finally	finally	RB
10_1101-2021_01_08_425952	142	2	,	,	,
10_1101-2021_01_08_425952	142	3	we	-PRON-	PRP
10_1101-2021_01_08_425952	142	4	demonstrate	demonstrate	VBP
10_1101-2021_01_08_425952	142	5	several	several	JJ
10_1101-2021_01_08_425952	142	6	examples	example	NNS
10_1101-2021_01_08_425952	142	7	of	of	IN
10_1101-2021_01_08_425952	142	8	building	build	VBG
10_1101-2021_01_08_425952	142	9	time	time	NN
10_1101-2021_01_08_425952	142	10	-	-	HYPH
10_1101-2021_01_08_425952	142	11	lines	line	NNS
10_1101-2021_01_08_425952	142	12	.	.	.
10_1101-2021_01_08_425952	143	1	For	for	IN
10_1101-2021_01_08_425952	143	2	futher	futher	NN
10_1101-2021_01_08_425952	143	3	examples	example	NNS
10_1101-2021_01_08_425952	143	4	,	,	,
10_1101-2021_01_08_425952	143	5	please	please	UH
10_1101-2021_01_08_425952	143	6	see	see	VB
10_1101-2021_01_08_425952	143	7	the	the	DT
10_1101-2021_01_08_425952	143	8	Github	Github	NNP
10_1101-2021_01_08_425952	143	9	page	page	NN
10_1101-2021_01_08_425952	143	10	and	and	CC
10_1101-2021_01_08_425952	143	11	reference	reference	NN
10_1101-2021_01_08_425952	143	12	manual	manual	NN
10_1101-2021_01_08_425952	143	13	.	.	.
10_1101-2021_01_08_425952	144	1	3.1	3.1	CD
10_1101-2021_01_08_425952	144	2	.	.	.
10_1101-2021_01_08_425952	145	1	Cohort	cohort	NN
10_1101-2021_01_08_425952	145	2	summmary	summmary	JJ
10_1101-2021_01_08_425952	145	3	statistics	statistic	NNS
10_1101-2021_01_08_425952	145	4	getEventdateSummaryByPatient	geteventdatesummarybypatient	NN
10_1101-2021_01_08_425952	145	5	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	145	6	can	can	MD
10_1101-2021_01_08_425952	145	7	return	return	VB
10_1101-2021_01_08_425952	145	8	summary	summary	NN
10_1101-2021_01_08_425952	145	9	based	base	VBN
10_1101-2021_01_08_425952	145	10	statistics	statistic	NNS
10_1101-2021_01_08_425952	145	11	on	on	IN
10_1101-2021_01_08_425952	145	12	patient	patient	NN
10_1101-2021_01_08_425952	145	13	and	and	CC
10_1101-2021_01_08_425952	145	14	cohort	cohort	NN
10_1101-2021_01_08_425952	145	15	level	level	NN
10_1101-2021_01_08_425952	145	16	prescription	prescription	NN
10_1101-2021_01_08_425952	145	17	data	datum	NNS
10_1101-2021_01_08_425952	145	18	with	with	IN
10_1101-2021_01_08_425952	145	19	getEventdateSummaryByPatient	geteventdatesummarybypatient	NN
10_1101-2021_01_08_425952	145	20	and	and	CC
10_1101-2021_01_08_425952	145	21	getPopulationDrugSummary	getPopulationDrugSummary	NNP
10_1101-2021_01_08_425952	145	22	,	,	,
10_1101-2021_01_08_425952	145	23	respectively	respectively	RB
10_1101-2021_01_08_425952	145	24	.	.	.
10_1101-2021_01_08_425952	146	1	For	for	IN
10_1101-2021_01_08_425952	146	2	example	example	NN
10_1101-2021_01_08_425952	146	3	,	,	,
10_1101-2021_01_08_425952	146	4	a	a	DT
10_1101-2021_01_08_425952	146	5	single	single	JJ
10_1101-2021_01_08_425952	146	6	patient	patient	NN
10_1101-2021_01_08_425952	146	7	(	(	-LRB-
10_1101-2021_01_08_425952	146	8	via	via	IN
10_1101-2021_01_08_425952	146	9	getUniquePatidList	getuniquepatidlist	NN
10_1101-2021_01_08_425952	146	10	and	and	CC
10_1101-2021_01_08_425952	146	11	[	[	-LRB-
10_1101-2021_01_08_425952	146	12	]	]	-RRB-
10_1101-2021_01_08_425952	146	13	dataframe	dataframe	NN
10_1101-2021_01_08_425952	146	14	subsetting	subsetting	NN
10_1101-2021_01_08_425952	146	15	)	)	-RRB-
10_1101-2021_01_08_425952	146	16	pre-	pre-	NN
10_1101-2021_01_08_425952	146	17	scription	scription	NN
10_1101-2021_01_08_425952	146	18	history	history	NN
10_1101-2021_01_08_425952	146	19	returns	return	VBZ
10_1101-2021_01_08_425952	146	20	the	the	DT
10_1101-2021_01_08_425952	146	21	patient	patient	NN
10_1101-2021_01_08_425952	146	22	patid	patid	NN
10_1101-2021_01_08_425952	146	23	,	,	,
10_1101-2021_01_08_425952	146	24	number	number	NN
10_1101-2021_01_08_425952	146	25	of	of	IN
10_1101-2021_01_08_425952	146	26	prescription	prescription	NN
10_1101-2021_01_08_425952	146	27	events	event	NNS
10_1101-2021_01_08_425952	146	28	,	,	,
10_1101-2021_01_08_425952	146	29	median	median	JJ
10_1101-2021_01_08_425952	146	30	number	number	NN
10_1101-2021_01_08_425952	146	31	of	of	IN
10_1101-2021_01_08_425952	146	32	days	day	NNS
10_1101-2021_01_08_425952	146	33	between	between	IN
10_1101-2021_01_08_425952	146	34	events	event	NNS
10_1101-2021_01_08_425952	146	35	,	,	,
10_1101-2021_01_08_425952	146	36	fewest	few	JJS
10_1101-2021_01_08_425952	146	37	number	number	NN
10_1101-2021_01_08_425952	146	38	of	of	IN
10_1101-2021_01_08_425952	146	39	days	day	NNS
10_1101-2021_01_08_425952	146	40	between	between	IN
10_1101-2021_01_08_425952	146	41	events	event	NNS
10_1101-2021_01_08_425952	146	42	,	,	,
10_1101-2021_01_08_425952	146	43	the	the	DT
10_1101-2021_01_08_425952	146	44	most	most	JJS
10_1101-2021_01_08_425952	146	45	number	number	NN
10_1101-2021_01_08_425952	146	46	of	of	IN
10_1101-2021_01_08_425952	146	47	days	day	NNS
10_1101-2021_01_08_425952	146	48	between	between	IN
10_1101-2021_01_08_425952	146	49	events	event	NNS
10_1101-2021_01_08_425952	146	50	(	(	-LRB-
10_1101-2021_01_08_425952	146	51	maxTime	maxtime	NN
10_1101-2021_01_08_425952	146	52	and	and	CC
10_1101-2021_01_08_425952	146	53	longestDuration	longestduration	NN
10_1101-2021_01_08_425952	146	54	are	be	VBP
10_1101-2021_01_08_425952	146	55	the	the	DT
10_1101-2021_01_08_425952	146	56	same	same	JJ
10_1101-2021_01_08_425952	146	57	)	)	-RRB-
10_1101-2021_01_08_425952	146	58	,	,	,
10_1101-2021_01_08_425952	146	59	and	and	CC
10_1101-2021_01_08_425952	146	60	record	record	NN
10_1101-2021_01_08_425952	146	61	duration	duration	NN
10_1101-2021_01_08_425952	146	62	(	(	-LRB-
10_1101-2021_01_08_425952	146	63	number	number	NN
10_1101-2021_01_08_425952	146	64	of	of	IN
10_1101-2021_01_08_425952	146	65	days	day	NNS
10_1101-2021_01_08_425952	146	66	between	between	IN
10_1101-2021_01_08_425952	146	67	the	the	DT
10_1101-2021_01_08_425952	146	68	first	first	JJ
10_1101-2021_01_08_425952	146	69	and	and	CC
10_1101-2021_01_08_425952	146	70	last	last	JJ
10_1101-2021_01_08_425952	146	71	prescription	prescription	NN
10_1101-2021_01_08_425952	146	72	event	event	NN
10_1101-2021_01_08_425952	146	73	on	on	IN
10_1101-2021_01_08_425952	146	74	record	record	NN
10_1101-2021_01_08_425952	146	75	)	)	-RRB-
10_1101-2021_01_08_425952	146	76	:	:	:
10_1101-2021_01_08_425952	146	77	>	>	XX
10_1101-2021_01_08_425952	146	78	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	146	79	)	)	-RRB-
10_1101-2021_01_08_425952	146	80	>	>	XX
10_1101-2021_01_08_425952	146	81	idList	idList	NNP
10_1101-2021_01_08_425952	146	82	<	<	XX
10_1101-2021_01_08_425952	146	83	-	-	HYPH
10_1101-2021_01_08_425952	146	84	getUniquePatidList(testTherapyDF	getUniquePatidList(testTherapyDF	NNP
10_1101-2021_01_08_425952	146	85	)	)	-RRB-
10_1101-2021_01_08_425952	146	86	>	>	XX
10_1101-2021_01_08_425952	146	87	resultList	resultList	NNP
10_1101-2021_01_08_425952	146	88	<	<	XX
10_1101-2021_01_08_425952	146	89	-	-	HYPH
10_1101-2021_01_08_425952	146	90	getEventdateSummaryByPatient	getEventdateSummaryByPatient	NNP
10_1101-2021_01_08_425952	146	91	(	(	-LRB-
10_1101-2021_01_08_425952	146	92	+	+	SYM
10_1101-2021_01_08_425952	146	93	testTherapyDF[testTherapyDF$patid==idList[[1	testtherapydf[testtherapydf$patid==idlist[[1	NN
10_1101-2021_01_08_425952	146	94	]	]	-RRB-
10_1101-2021_01_08_425952	146	95	]	]	-RRB-
10_1101-2021_01_08_425952	146	96	,	,	,
10_1101-2021_01_08_425952	146	97	]	]	-RRB-
10_1101-2021_01_08_425952	146	98	)	)	-RRB-
10_1101-2021_01_08_425952	146	99	>	>	XX
10_1101-2021_01_08_425952	146	100	str(resultList	str(resultlist	NN
10_1101-2021_01_08_425952	146	101	,	,	,
10_1101-2021_01_08_425952	146	102	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	146	103	"	"	''
10_1101-2021_01_08_425952	146	104	)	)	-RRB-
10_1101-2021_01_08_425952	146	105	List	list	NN
10_1101-2021_01_08_425952	146	106	of	of	IN
10_1101-2021_01_08_425952	146	107	2	2	CD
10_1101-2021_01_08_425952	146	108	$	$	$
10_1101-2021_01_08_425952	146	109	TimeSeriesList	timeserieslist	CD
10_1101-2021_01_08_425952	146	110	:	:	:
10_1101-2021_01_08_425952	146	111	num	num	NNP
10_1101-2021_01_08_425952	146	112	[	[	-LRB-
10_1101-2021_01_08_425952	146	113	1:6	1:6	CD
10_1101-2021_01_08_425952	146	114	]	]	-RRB-
10_1101-2021_01_08_425952	146	115	336	336	CD
10_1101-2021_01_08_425952	146	116	652	652	CD
10_1101-2021_01_08_425952	146	117	2540	2540	CD
10_1101-2021_01_08_425952	146	118	34	34	CD
10_1101-2021_01_08_425952	146	119	42	42	CD
10_1101-2021_01_08_425952	146	120	44	44	CD
10_1101-2021_01_08_425952	146	121	$	$	$
10_1101-2021_01_08_425952	146	122	SummaryDF	summarydf	NN
10_1101-2021_01_08_425952	146	123	:	:	:
10_1101-2021_01_08_425952	146	124	'	'	``
10_1101-2021_01_08_425952	146	125	data.frame	data.frame	NN
10_1101-2021_01_08_425952	146	126	'	'	''
10_1101-2021_01_08_425952	146	127	:	:	:
10_1101-2021_01_08_425952	146	128	1	1	CD
10_1101-2021_01_08_425952	146	129	obs	obs	NN
10_1101-2021_01_08_425952	146	130	.	.	.
10_1101-2021_01_08_425952	147	1	of	of	IN
10_1101-2021_01_08_425952	147	2	7	7	CD
10_1101-2021_01_08_425952	147	3	variables	variable	NNS
10_1101-2021_01_08_425952	147	4	:	:	:
10_1101-2021_01_08_425952	147	5	..	..	NFP
10_1101-2021_01_08_425952	147	6	$	$	$
10_1101-2021_01_08_425952	147	7	patid	patid	NN
10_1101-2021_01_08_425952	147	8	:	:	:
10_1101-2021_01_08_425952	147	9	int	int	NN
10_1101-2021_01_08_425952	147	10	3515	3515	CD
10_1101-2021_01_08_425952	147	11	..	..	NFP
10_1101-2021_01_08_425952	147	12	$	$	$
10_1101-2021_01_08_425952	147	13	numberOfEvents	numberofevent	NNS
10_1101-2021_01_08_425952	147	14	:	:	:
10_1101-2021_01_08_425952	147	15	int	int	NN
10_1101-2021_01_08_425952	147	16	7	7	CD
10_1101-2021_01_08_425952	147	17	.CC	.cc	SYM
10_1101-2021_01_08_425952	147	18	-	-	HYPH
10_1101-2021_01_08_425952	147	19	BY	by	IN
10_1101-2021_01_08_425952	147	20	-	-	HYPH
10_1101-2021_01_08_425952	147	21	ND	ND	NNP
10_1101-2021_01_08_425952	147	22	4.0	4.0	CD
10_1101-2021_01_08_425952	147	23	International	international	JJ
10_1101-2021_01_08_425952	147	24	licensemade	licensemade	NN
10_1101-2021_01_08_425952	147	25	available	available	JJ
10_1101-2021_01_08_425952	147	26	under	under	IN
10_1101-2021_01_08_425952	147	27	a	a	DT
10_1101-2021_01_08_425952	147	28	(	(	-LRB-
10_1101-2021_01_08_425952	147	29	which	which	WDT
10_1101-2021_01_08_425952	147	30	was	be	VBD
10_1101-2021_01_08_425952	147	31	not	not	RB
10_1101-2021_01_08_425952	147	32	certified	certify	VBN
10_1101-2021_01_08_425952	147	33	by	by	IN
10_1101-2021_01_08_425952	147	34	peer	peer	NN
10_1101-2021_01_08_425952	147	35	review	review	NN
10_1101-2021_01_08_425952	147	36	)	)	-RRB-
10_1101-2021_01_08_425952	147	37	is	be	VBZ
10_1101-2021_01_08_425952	147	38	the	the	DT
10_1101-2021_01_08_425952	147	39	author	author	NN
10_1101-2021_01_08_425952	147	40	/	/	SYM
10_1101-2021_01_08_425952	147	41	funder	funder	NN
10_1101-2021_01_08_425952	147	42	,	,	,
10_1101-2021_01_08_425952	147	43	who	who	WP
10_1101-2021_01_08_425952	147	44	has	have	VBZ
10_1101-2021_01_08_425952	147	45	granted	grant	VBN
10_1101-2021_01_08_425952	147	46	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	147	47	a	a	DT
10_1101-2021_01_08_425952	147	48	license	license	NN
10_1101-2021_01_08_425952	147	49	to	to	TO
10_1101-2021_01_08_425952	147	50	display	display	VB
10_1101-2021_01_08_425952	147	51	the	the	DT
10_1101-2021_01_08_425952	147	52	preprint	preprint	NN
10_1101-2021_01_08_425952	147	53	in	in	IN
10_1101-2021_01_08_425952	147	54	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	147	55	.	.	.
10_1101-2021_01_08_425952	148	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	148	2	is	be	VBZ
10_1101-2021_01_08_425952	148	3	The	the	DT
10_1101-2021_01_08_425952	148	4	copyright	copyright	NN
10_1101-2021_01_08_425952	148	5	holder	holder	NN
10_1101-2021_01_08_425952	148	6	for	for	IN
10_1101-2021_01_08_425952	148	7	this	this	DT
10_1101-2021_01_08_425952	148	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	148	9	version	version	NN
10_1101-2021_01_08_425952	148	10	posted	post	VBD
10_1101-2021_01_08_425952	148	11	January	January	NNP
10_1101-2021_01_08_425952	148	12	9	9	CD
10_1101-2021_01_08_425952	148	13	,	,	,
10_1101-2021_01_08_425952	148	14	2021	2021	CD
10_1101-2021_01_08_425952	148	15	.	.	.
10_1101-2021_01_08_425952	148	16	;	;	:
10_1101-2021_01_08_425952	148	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	148	18	:	:	:
10_1101-2021_01_08_425952	148	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	148	20	preprint	preprint	NN
10_1101-2021_01_08_425952	148	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	148	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	148	23	10	10	CD
10_1101-2021_01_08_425952	148	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	148	25	:	:	:
10_1101-2021_01_08_425952	148	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	148	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	148	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	148	29	in	in	IN
10_1101-2021_01_08_425952	148	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	148	31	Health	Health	NNP
10_1101-2021_01_08_425952	148	32	Care	Care	NNP
10_1101-2021_01_08_425952	148	33	Records	Records	NNPS
10_1101-2021_01_08_425952	148	34	..	..	NFP
10_1101-2021_01_08_425952	148	35	$	$	$
10_1101-2021_01_08_425952	148	36	medianTime	mediantime	NN
10_1101-2021_01_08_425952	148	37	:	:	:
10_1101-2021_01_08_425952	148	38	num	num	NNP
10_1101-2021_01_08_425952	148	39	190	190	CD
10_1101-2021_01_08_425952	148	40	..	..	NFP
10_1101-2021_01_08_425952	148	41	$	$	$
10_1101-2021_01_08_425952	148	42	minTime	mintime	NN
10_1101-2021_01_08_425952	148	43	:	:	:
10_1101-2021_01_08_425952	148	44	num	num	NNP
10_1101-2021_01_08_425952	148	45	34	34	CD
10_1101-2021_01_08_425952	148	46	..	..	.
10_1101-2021_01_08_425952	148	47	$	$	$
10_1101-2021_01_08_425952	148	48	maxTime	maxtime	NN
10_1101-2021_01_08_425952	148	49	:	:	:
10_1101-2021_01_08_425952	148	50	num	num	NNP
10_1101-2021_01_08_425952	148	51	2540	2540	CD
10_1101-2021_01_08_425952	148	52	..	..	NFP
10_1101-2021_01_08_425952	148	53	$	$	$
10_1101-2021_01_08_425952	148	54	longestDuration	longestduration	NN
10_1101-2021_01_08_425952	148	55	:	:	:
10_1101-2021_01_08_425952	148	56	num	num	NNP
10_1101-2021_01_08_425952	148	57	2540	2540	CD
10_1101-2021_01_08_425952	148	58	..	..	NFP
10_1101-2021_01_08_425952	148	59	$	$	$
10_1101-2021_01_08_425952	148	60	recordDuration	recordduration	NN
10_1101-2021_01_08_425952	148	61	:	:	:
10_1101-2021_01_08_425952	148	62	int	int	DT
10_1101-2021_01_08_425952	148	63	3648	3648	CD
10_1101-2021_01_08_425952	148	64	-	-	HYPH
10_1101-2021_01_08_425952	148	65	attr	attr	NN
10_1101-2021_01_08_425952	148	66	(	(	-LRB-
10_1101-2021_01_08_425952	148	67	*	*	NFP
10_1101-2021_01_08_425952	148	68	,	,	,
10_1101-2021_01_08_425952	148	69	"	"	``
10_1101-2021_01_08_425952	148	70	class")=	class")=	NNP
10_1101-2021_01_08_425952	148	71	chr	chr	NNP
10_1101-2021_01_08_425952	148	72	"	"	''
10_1101-2021_01_08_425952	148	73	EventdateSummaryObj	eventdatesummaryobj	CD
10_1101-2021_01_08_425952	148	74	"	"	''
10_1101-2021_01_08_425952	148	75	getPopulationDrugSummary	getPopulationDrugSummary	NNP
10_1101-2021_01_08_425952	148	76	This	this	DT
10_1101-2021_01_08_425952	148	77	approach	approach	NN
10_1101-2021_01_08_425952	148	78	can	can	MD
10_1101-2021_01_08_425952	148	79	be	be	VB
10_1101-2021_01_08_425952	148	80	extended	extend	VBN
10_1101-2021_01_08_425952	148	81	across	across	IN
10_1101-2021_01_08_425952	148	82	the	the	DT
10_1101-2021_01_08_425952	148	83	cohort	cohort	NN
10_1101-2021_01_08_425952	148	84	of	of	IN
10_1101-2021_01_08_425952	148	85	patients	patient	NNS
10_1101-2021_01_08_425952	148	86	with	with	IN
10_1101-2021_01_08_425952	148	87	getPopulationDrugSummary	getPopulationDrugSummary	NNP
10_1101-2021_01_08_425952	148	88	.	.	.
10_1101-2021_01_08_425952	149	1	The	the	DT
10_1101-2021_01_08_425952	149	2	returning	return	VBG
10_1101-2021_01_08_425952	149	3	PopulationEventdateSummary	populationeventdatesummary	NN
10_1101-2021_01_08_425952	149	4	S3	S3	NNP
10_1101-2021_01_08_425952	149	5	object	object	NN
10_1101-2021_01_08_425952	149	6	is	be	VBZ
10_1101-2021_01_08_425952	149	7	a	a	DT
10_1101-2021_01_08_425952	149	8	list	list	NN
10_1101-2021_01_08_425952	149	9	of	of	IN
10_1101-2021_01_08_425952	149	10	three	three	CD
10_1101-2021_01_08_425952	149	11	elements	element	NNS
10_1101-2021_01_08_425952	149	12	.	.	.
10_1101-2021_01_08_425952	150	1	The	the	DT
10_1101-2021_01_08_425952	150	2	first	first	JJ
10_1101-2021_01_08_425952	150	3	element	element	NN
10_1101-2021_01_08_425952	150	4	is	be	VBZ
10_1101-2021_01_08_425952	150	5	the	the	DT
10_1101-2021_01_08_425952	150	6	SummaryDF	summarydf	JJ
10_1101-2021_01_08_425952	150	7	dataframe	dataframe	NN
10_1101-2021_01_08_425952	150	8	derived	derive	VBN
10_1101-2021_01_08_425952	150	9	from	from	IN
10_1101-2021_01_08_425952	150	10	calling	call	VBG
10_1101-2021_01_08_425952	150	11	getEventdateSummaryByPatient	geteventdatesummarybypatient	NN
10_1101-2021_01_08_425952	150	12	per	per	IN
10_1101-2021_01_08_425952	150	13	patient	patient	NN
10_1101-2021_01_08_425952	150	14	,	,	,
10_1101-2021_01_08_425952	150	15	with	with	IN
10_1101-2021_01_08_425952	150	16	the	the	DT
10_1101-2021_01_08_425952	150	17	set	set	NN
10_1101-2021_01_08_425952	150	18	of	of	IN
10_1101-2021_01_08_425952	150	19	statistics	statistic	NNS
10_1101-2021_01_08_425952	150	20	retrievable	retrievable	VBP
10_1101-2021_01_08_425952	150	21	through	through	IN
10_1101-2021_01_08_425952	150	22	the	the	DT
10_1101-2021_01_08_425952	150	23	accompanied	accompany	VBN
10_1101-2021_01_08_425952	150	24	patid	patid	NN
10_1101-2021_01_08_425952	150	25	.	.	.
10_1101-2021_01_08_425952	151	1	The	the	DT
10_1101-2021_01_08_425952	151	2	second	second	JJ
10_1101-2021_01_08_425952	151	3	element	element	NN
10_1101-2021_01_08_425952	151	4	is	be	VBZ
10_1101-2021_01_08_425952	151	5	the	the	DT
10_1101-2021_01_08_425952	151	6	TimeSeriesList	timeserieslist	NN
10_1101-2021_01_08_425952	151	7	,	,	,
10_1101-2021_01_08_425952	151	8	which	which	WDT
10_1101-2021_01_08_425952	151	9	holds	hold	VBZ
10_1101-2021_01_08_425952	151	10	a	a	DT
10_1101-2021_01_08_425952	151	11	vector	vector	NN
10_1101-2021_01_08_425952	151	12	per	per	IN
10_1101-2021_01_08_425952	151	13	patient	patient	NN
10_1101-2021_01_08_425952	151	14	of	of	IN
10_1101-2021_01_08_425952	151	15	the	the	DT
10_1101-2021_01_08_425952	151	16	number	number	NN
10_1101-2021_01_08_425952	151	17	of	of	IN
10_1101-2021_01_08_425952	151	18	days	day	NNS
10_1101-2021_01_08_425952	151	19	between	between	IN
10_1101-2021_01_08_425952	151	20	consecutive	consecutive	JJ
10_1101-2021_01_08_425952	151	21	prescription	prescription	NN
10_1101-2021_01_08_425952	151	22	events	event	NNS
10_1101-2021_01_08_425952	151	23	.	.	.
10_1101-2021_01_08_425952	152	1	Vectors	vector	NNS
10_1101-2021_01_08_425952	152	2	can	can	MD
10_1101-2021_01_08_425952	152	3	be	be	VB
10_1101-2021_01_08_425952	152	4	accessed	access	VBN
10_1101-2021_01_08_425952	152	5	using	use	VBG
10_1101-2021_01_08_425952	152	6	the	the	DT
10_1101-2021_01_08_425952	152	7	patid	patid	JJ
10_1101-2021_01_08_425952	152	8	element	element	NN
10_1101-2021_01_08_425952	152	9	name	name	NN
10_1101-2021_01_08_425952	152	10	:	:	:
10_1101-2021_01_08_425952	152	11	>	>	XX
10_1101-2021_01_08_425952	152	12	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	152	13	)	)	-RRB-
10_1101-2021_01_08_425952	152	14	>	>	XX
10_1101-2021_01_08_425952	152	15	resultList	resultList	NNP
10_1101-2021_01_08_425952	152	16	<	<	NNP
10_1101-2021_01_08_425952	152	17	-	-	HYPH
10_1101-2021_01_08_425952	152	18	getPopulationDrugSummary(df	getPopulationDrugSummary(df	NNP
10_1101-2021_01_08_425952	152	19	=	=	SYM
10_1101-2021_01_08_425952	152	20	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	152	21	,	,	,
10_1101-2021_01_08_425952	152	22	+	+	CC
10_1101-2021_01_08_425952	152	23	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	152	24	=	=	SYM
10_1101-2021_01_08_425952	152	25	NULL	NULL	NNP
10_1101-2021_01_08_425952	152	26	)	)	-RRB-
10_1101-2021_01_08_425952	152	27	>	>	XX
10_1101-2021_01_08_425952	152	28	str(resultList	str(resultlist	NN
10_1101-2021_01_08_425952	152	29	,	,	,
10_1101-2021_01_08_425952	152	30	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	152	31	"	"	''
10_1101-2021_01_08_425952	152	32	,	,	,
10_1101-2021_01_08_425952	152	33	list.len	list.len	ADD
10_1101-2021_01_08_425952	152	34	=	=	SYM
10_1101-2021_01_08_425952	152	35	5	5	LS
10_1101-2021_01_08_425952	152	36	)	)	-RRB-
10_1101-2021_01_08_425952	152	37	List	list	NN
10_1101-2021_01_08_425952	152	38	of	of	IN
10_1101-2021_01_08_425952	152	39	2	2	CD
10_1101-2021_01_08_425952	152	40	$	$	$
10_1101-2021_01_08_425952	152	41	SummaryDF	summarydf	NN
10_1101-2021_01_08_425952	152	42	:	:	:
10_1101-2021_01_08_425952	152	43	'	'	``
10_1101-2021_01_08_425952	152	44	data.frame	data.frame	NN
10_1101-2021_01_08_425952	152	45	'	'	''
10_1101-2021_01_08_425952	152	46	:	:	:
10_1101-2021_01_08_425952	152	47	3838	3838	CD
10_1101-2021_01_08_425952	152	48	obs	obs	NN
10_1101-2021_01_08_425952	152	49	.	.	.
10_1101-2021_01_08_425952	153	1	of	of	IN
10_1101-2021_01_08_425952	153	2	7	7	CD
10_1101-2021_01_08_425952	153	3	variables	variable	NNS
10_1101-2021_01_08_425952	153	4	:	:	:
10_1101-2021_01_08_425952	153	5	..	..	NFP
10_1101-2021_01_08_425952	153	6	$	$	$
10_1101-2021_01_08_425952	153	7	patid	patid	NN
10_1101-2021_01_08_425952	153	8	:	:	:
10_1101-2021_01_08_425952	153	9	int	int	NN
10_1101-2021_01_08_425952	153	10	[	[	-LRB-
10_1101-2021_01_08_425952	153	11	1:3838	1:3838	CD
10_1101-2021_01_08_425952	153	12	]	]	-RRB-
10_1101-2021_01_08_425952	153	13	3515	3515	CD
10_1101-2021_01_08_425952	153	14	3653	3653	CD
10_1101-2021_01_08_425952	153	15	3756	3756	CD
10_1101-2021_01_08_425952	153	16	3813	3813	CD
10_1101-2021_01_08_425952	153	17	435	435	CD
10_1101-2021_01_08_425952	153	18	553	553	CD
10_1101-2021_01_08_425952	153	19	731	731	CD
10_1101-2021_01_08_425952	153	20	891	891	CD
10_1101-2021_01_08_425952	153	21	1781	1781	CD
10_1101-2021_01_08_425952	153	22	1991	1991	CD
10_1101-2021_01_08_425952	153	23	...	...	NFP
10_1101-2021_01_08_425952	153	24	..	..	NFP
10_1101-2021_01_08_425952	153	25	$	$	$
10_1101-2021_01_08_425952	153	26	numberOfEvents	numberofevent	NNS
10_1101-2021_01_08_425952	153	27	:	:	:
10_1101-2021_01_08_425952	153	28	int	int	NN
10_1101-2021_01_08_425952	153	29	[	[	-LRB-
10_1101-2021_01_08_425952	153	30	1:3838	1:3838	CD
10_1101-2021_01_08_425952	153	31	]	]	-RRB-
10_1101-2021_01_08_425952	153	32	7	7	CD
10_1101-2021_01_08_425952	153	33	21	21	CD
10_1101-2021_01_08_425952	153	34	1	1	CD
10_1101-2021_01_08_425952	153	35	1	1	CD
10_1101-2021_01_08_425952	153	36	13	13	CD
10_1101-2021_01_08_425952	153	37	2	2	CD
10_1101-2021_01_08_425952	153	38	15	15	CD
10_1101-2021_01_08_425952	153	39	2	2	CD
10_1101-2021_01_08_425952	153	40	23	23	CD
10_1101-2021_01_08_425952	153	41	79	79	CD
10_1101-2021_01_08_425952	153	42	...	...	NFP
10_1101-2021_01_08_425952	153	43	..	..	NFP
10_1101-2021_01_08_425952	153	44	$	$	$
10_1101-2021_01_08_425952	153	45	medianTime	mediantime	NN
10_1101-2021_01_08_425952	153	46	:	:	:
10_1101-2021_01_08_425952	153	47	num	num	NNP
10_1101-2021_01_08_425952	153	48	[	[	-LRB-
10_1101-2021_01_08_425952	153	49	1:3838	1:3838	CD
10_1101-2021_01_08_425952	153	50	]	]	-RRB-
10_1101-2021_01_08_425952	153	51	190	190	CD
10_1101-2021_01_08_425952	153	52	60	60	CD
10_1101-2021_01_08_425952	153	53	0	0	CD
10_1101-2021_01_08_425952	153	54	0	0	CD
10_1101-2021_01_08_425952	153	55	28.5	28.5	CD
10_1101-2021_01_08_425952	153	56	...	...	NFP
10_1101-2021_01_08_425952	153	57	..	..	NFP
10_1101-2021_01_08_425952	153	58	$	$	$
10_1101-2021_01_08_425952	153	59	minTime	mintime	NN
10_1101-2021_01_08_425952	153	60	:	:	:
10_1101-2021_01_08_425952	153	61	num	num	NNP
10_1101-2021_01_08_425952	153	62	[	[	-LRB-
10_1101-2021_01_08_425952	153	63	1:3838	1:3838	CD
10_1101-2021_01_08_425952	153	64	]	]	-RRB-
10_1101-2021_01_08_425952	153	65	34	34	CD
10_1101-2021_01_08_425952	153	66	34	34	CD
10_1101-2021_01_08_425952	153	67	0	0	CD
10_1101-2021_01_08_425952	153	68	0	0	CD
10_1101-2021_01_08_425952	153	69	11	11	CD
10_1101-2021_01_08_425952	153	70	...	...	NFP
10_1101-2021_01_08_425952	153	71	..	..	NFP
10_1101-2021_01_08_425952	153	72	$	$	$
10_1101-2021_01_08_425952	153	73	maxTime	maxtime	NN
10_1101-2021_01_08_425952	153	74	:	:	:
10_1101-2021_01_08_425952	153	75	num	num	NNP
10_1101-2021_01_08_425952	153	76	[	[	-LRB-
10_1101-2021_01_08_425952	153	77	1:3838	1:3838	CD
10_1101-2021_01_08_425952	153	78	]	]	-RRB-
10_1101-2021_01_08_425952	153	79	2540	2540	CD
10_1101-2021_01_08_425952	153	80	1623	1623	CD
10_1101-2021_01_08_425952	153	81	0	0	CD
10_1101-2021_01_08_425952	153	82	0	0	CD
10_1101-2021_01_08_425952	153	83	322	322	CD
10_1101-2021_01_08_425952	153	84	...	...	NFP
10_1101-2021_01_08_425952	153	85	..	..	NFP
10_1101-2021_01_08_425952	153	86	[	[	-LRB-
10_1101-2021_01_08_425952	153	87	list	list	NN
10_1101-2021_01_08_425952	153	88	output	output	NN
10_1101-2021_01_08_425952	153	89	truncated	truncate	VBN
10_1101-2021_01_08_425952	153	90	]	]	-RRB-
10_1101-2021_01_08_425952	153	91	$	$	$
10_1101-2021_01_08_425952	153	92	TimeSeriesList	timeserieslist	CD
10_1101-2021_01_08_425952	153	93	:	:	:
10_1101-2021_01_08_425952	153	94	List	list	NN
10_1101-2021_01_08_425952	153	95	of	of	IN
10_1101-2021_01_08_425952	153	96	3838	3838	CD
10_1101-2021_01_08_425952	153	97	..	..	NFP
10_1101-2021_01_08_425952	153	98	$	$	$
10_1101-2021_01_08_425952	153	99	3515	3515	CD
10_1101-2021_01_08_425952	153	100	:	:	:
10_1101-2021_01_08_425952	153	101	num	num	NNP
10_1101-2021_01_08_425952	153	102	[	[	-LRB-
10_1101-2021_01_08_425952	153	103	1:6	1:6	CD
10_1101-2021_01_08_425952	153	104	]	]	-RRB-
10_1101-2021_01_08_425952	153	105	336	336	CD
10_1101-2021_01_08_425952	153	106	652	652	CD
10_1101-2021_01_08_425952	153	107	2540	2540	CD
10_1101-2021_01_08_425952	153	108	34	34	CD
10_1101-2021_01_08_425952	153	109	42	42	CD
10_1101-2021_01_08_425952	153	110	44	44	CD
10_1101-2021_01_08_425952	153	111	..	..	CD
10_1101-2021_01_08_425952	153	112	$	$	$
10_1101-2021_01_08_425952	153	113	3653	3653	CD
10_1101-2021_01_08_425952	153	114	:	:	:
10_1101-2021_01_08_425952	153	115	num	num	NNP
10_1101-2021_01_08_425952	153	116	[	[	-LRB-
10_1101-2021_01_08_425952	153	117	1:20	1:20	CD
10_1101-2021_01_08_425952	153	118	]	]	-RRB-
10_1101-2021_01_08_425952	153	119	890	890	CD
10_1101-2021_01_08_425952	153	120	222	222	CD
10_1101-2021_01_08_425952	153	121	182	182	CD
10_1101-2021_01_08_425952	153	122	301	301	CD
10_1101-2021_01_08_425952	153	123	539	539	CD
10_1101-2021_01_08_425952	153	124	...	...	NFP
10_1101-2021_01_08_425952	153	125	..	..	NFP
10_1101-2021_01_08_425952	153	126	$	$	$
10_1101-2021_01_08_425952	153	127	3756	3756	CD
10_1101-2021_01_08_425952	153	128	:	:	:
10_1101-2021_01_08_425952	153	129	num	num	NNP
10_1101-2021_01_08_425952	153	130	0	0	CD
10_1101-2021_01_08_425952	153	131	..	..	NFP
10_1101-2021_01_08_425952	153	132	$	$	$
10_1101-2021_01_08_425952	153	133	3813	3813	CD
10_1101-2021_01_08_425952	153	134	:	:	:
10_1101-2021_01_08_425952	153	135	num	num	NNP
10_1101-2021_01_08_425952	153	136	0	0	CD
10_1101-2021_01_08_425952	153	137	..	..	NFP
10_1101-2021_01_08_425952	153	138	$	$	$
10_1101-2021_01_08_425952	153	139	435	435	CD
10_1101-2021_01_08_425952	153	140	:	:	:
10_1101-2021_01_08_425952	153	141	num	num	NNP
10_1101-2021_01_08_425952	153	142	[	[	-LRB-
10_1101-2021_01_08_425952	153	143	1:12	1:12	CD
10_1101-2021_01_08_425952	153	144	]	]	-RRB-
10_1101-2021_01_08_425952	153	145	26	26	CD
10_1101-2021_01_08_425952	153	146	23	23	CD
10_1101-2021_01_08_425952	153	147	24	24	CD
10_1101-2021_01_08_425952	153	148	24	24	CD
10_1101-2021_01_08_425952	153	149	32	32	CD
10_1101-2021_01_08_425952	153	150	322	322	CD
10_1101-2021_01_08_425952	153	151	31	31	CD
10_1101-2021_01_08_425952	153	152	29	29	CD
10_1101-2021_01_08_425952	153	153	11	11	CD
10_1101-2021_01_08_425952	153	154	51	51	CD
10_1101-2021_01_08_425952	153	155	...	...	NFP
10_1101-2021_01_08_425952	153	156	..	..	NFP
10_1101-2021_01_08_425952	153	157	[	[	-LRB-
10_1101-2021_01_08_425952	153	158	list	list	NN
10_1101-2021_01_08_425952	153	159	output	output	NN
10_1101-2021_01_08_425952	153	160	truncated	truncate	VBN
10_1101-2021_01_08_425952	153	161	]	]	-RRB-
10_1101-2021_01_08_425952	153	162	-	-	:
10_1101-2021_01_08_425952	153	163	attr	attr	NN
10_1101-2021_01_08_425952	153	164	(	(	-LRB-
10_1101-2021_01_08_425952	153	165	*	*	NFP
10_1101-2021_01_08_425952	153	166	,	,	,
10_1101-2021_01_08_425952	153	167	"	"	``
10_1101-2021_01_08_425952	153	168	class")=	class")=	NNP
10_1101-2021_01_08_425952	153	169	chr	chr	NNP
10_1101-2021_01_08_425952	153	170	"	"	''
10_1101-2021_01_08_425952	153	171	PopulationEventdateSummary	PopulationEventdateSummary	.
10_1101-2021_01_08_425952	153	172	"	"	''
10_1101-2021_01_08_425952	153	173	>	>	XX
10_1101-2021_01_08_425952	153	174	#	#	$
10_1101-2021_01_08_425952	153	175	Get	get	VB
10_1101-2021_01_08_425952	153	176	all	all	DT
10_1101-2021_01_08_425952	153	177	patids	patid	NNS
10_1101-2021_01_08_425952	153	178	for	for	IN
10_1101-2021_01_08_425952	153	179	patients	patient	NNS
10_1101-2021_01_08_425952	153	180	younger	young	JJR
10_1101-2021_01_08_425952	153	181	than	than	IN
10_1101-2021_01_08_425952	153	182	40	40	CD
10_1101-2021_01_08_425952	153	183	.	.	.
10_1101-2021_01_08_425952	154	1	>	>	XX
10_1101-2021_01_08_425952	154	2	ageIDList	ageIDList	NNP
10_1101-2021_01_08_425952	154	3	<	<	XX
10_1101-2021_01_08_425952	154	4	-	-	HYPH
10_1101-2021_01_08_425952	154	5	getUniquePatidList(ageGenderDF[ageGenderDF$yob	getUniquePatidList(ageGenderDF[ageGenderDF$yob	NNP
10_1101-2021_01_08_425952	154	6	<	<	XX
10_1101-2021_01_08_425952	154	7	40	40	CD
10_1101-2021_01_08_425952	154	8	,	,	,
10_1101-2021_01_08_425952	154	9	]	]	-RRB-
10_1101-2021_01_08_425952	154	10	)	)	-RRB-
10_1101-2021_01_08_425952	154	11	>	>	XX
10_1101-2021_01_08_425952	154	12	timeSeriesList	timeSeriesList	NNP
10_1101-2021_01_08_425952	154	13	<	<	XX
10_1101-2021_01_08_425952	154	14	-	-	HYPH
10_1101-2021_01_08_425952	154	15	resultList[[2	resultlist[[2	NN
10_1101-2021_01_08_425952	154	16	]	]	-RRB-
10_1101-2021_01_08_425952	154	17	]	]	-RRB-
10_1101-2021_01_08_425952	154	18	>	>	XX
10_1101-2021_01_08_425952	154	19	#	#	NN
10_1101-2021_01_08_425952	154	20	Get	get	VB
10_1101-2021_01_08_425952	154	21	all	all	DT
10_1101-2021_01_08_425952	154	22	patids	patid	NNS
10_1101-2021_01_08_425952	154	23	of	of	IN
10_1101-2021_01_08_425952	154	24	available	available	JJ
10_1101-2021_01_08_425952	154	25	data	datum	NNS
10_1101-2021_01_08_425952	154	26	.	.	.
10_1101-2021_01_08_425952	155	1	>	>	XX
10_1101-2021_01_08_425952	155	2	recordPatids	recordpatid	NNS
10_1101-2021_01_08_425952	155	3	<	<	XX
10_1101-2021_01_08_425952	155	4	-	-	HYPH
10_1101-2021_01_08_425952	155	5	names(timeSeriesList	names(timeserieslist	NN
10_1101-2021_01_08_425952	155	6	)	)	-RRB-
10_1101-2021_01_08_425952	155	7	>	>	XX
10_1101-2021_01_08_425952	155	8	#	#	NN
10_1101-2021_01_08_425952	155	9	Get	get	VBP
10_1101-2021_01_08_425952	155	10	time	time	NN
10_1101-2021_01_08_425952	155	11	data	datum	NNS
10_1101-2021_01_08_425952	155	12	for	for	IN
10_1101-2021_01_08_425952	155	13	the	the	DT
10_1101-2021_01_08_425952	155	14	intersect	intersect	NN
10_1101-2021_01_08_425952	155	15	of	of	IN
10_1101-2021_01_08_425952	155	16	those	those	DT
10_1101-2021_01_08_425952	155	17	patids	patid	NNS
10_1101-2021_01_08_425952	155	18	of	of	IN
10_1101-2021_01_08_425952	155	19	patients	patient	NNS
10_1101-2021_01_08_425952	155	20	<	<	XX
10_1101-2021_01_08_425952	155	21	40	40	CD
10_1101-2021_01_08_425952	155	22	and	and	CC
10_1101-2021_01_08_425952	155	23	the	the	DT
10_1101-2021_01_08_425952	155	24	patids	patid	NNS
10_1101-2021_01_08_425952	155	25	>	>	XX
10_1101-2021_01_08_425952	155	26	#	#	$
10_1101-2021_01_08_425952	155	27	of	of	IN
10_1101-2021_01_08_425952	155	28	available	available	JJ
10_1101-2021_01_08_425952	155	29	data	datum	NNS
10_1101-2021_01_08_425952	155	30	.	.	.
10_1101-2021_01_08_425952	156	1	>	>	XX
10_1101-2021_01_08_425952	156	2	subTimeList	subtimelist	NN
10_1101-2021_01_08_425952	156	3	<	<	XX
10_1101-2021_01_08_425952	156	4	-	-	HYPH
10_1101-2021_01_08_425952	156	5	timeSeriesList[intersect(ageIDList	timeserieslist[intersect(ageidlist	NN
10_1101-2021_01_08_425952	156	6	,	,	,
10_1101-2021_01_08_425952	156	7	recordPatids	recordpatid	NNS
10_1101-2021_01_08_425952	156	8	)	)	-RRB-
10_1101-2021_01_08_425952	156	9	]	]	-RRB-
10_1101-2021_01_08_425952	156	10	>	>	XX
10_1101-2021_01_08_425952	156	11	str(subTimeList	str(subtimelist	NN
10_1101-2021_01_08_425952	156	12	,	,	,
10_1101-2021_01_08_425952	156	13	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	156	14	"	"	''
10_1101-2021_01_08_425952	156	15	,	,	,
10_1101-2021_01_08_425952	156	16	list.len	list.len	ADD
10_1101-2021_01_08_425952	156	17	=	=	SYM
10_1101-2021_01_08_425952	156	18	5	5	CD
10_1101-2021_01_08_425952	156	19	)	)	-RRB-
10_1101-2021_01_08_425952	156	20	.CC	.CC	:
10_1101-2021_01_08_425952	156	21	-	-	:
10_1101-2021_01_08_425952	156	22	BY	by	IN
10_1101-2021_01_08_425952	156	23	-	-	HYPH
10_1101-2021_01_08_425952	156	24	ND	ND	NNP
10_1101-2021_01_08_425952	156	25	4.0	4.0	CD
10_1101-2021_01_08_425952	156	26	International	international	JJ
10_1101-2021_01_08_425952	156	27	licensemade	licensemade	NN
10_1101-2021_01_08_425952	156	28	available	available	JJ
10_1101-2021_01_08_425952	156	29	under	under	IN
10_1101-2021_01_08_425952	156	30	a	a	DT
10_1101-2021_01_08_425952	156	31	(	(	-LRB-
10_1101-2021_01_08_425952	156	32	which	which	WDT
10_1101-2021_01_08_425952	156	33	was	be	VBD
10_1101-2021_01_08_425952	156	34	not	not	RB
10_1101-2021_01_08_425952	156	35	certified	certify	VBN
10_1101-2021_01_08_425952	156	36	by	by	IN
10_1101-2021_01_08_425952	156	37	peer	peer	NN
10_1101-2021_01_08_425952	156	38	review	review	NN
10_1101-2021_01_08_425952	156	39	)	)	-RRB-
10_1101-2021_01_08_425952	156	40	is	be	VBZ
10_1101-2021_01_08_425952	156	41	the	the	DT
10_1101-2021_01_08_425952	156	42	author	author	NN
10_1101-2021_01_08_425952	156	43	/	/	SYM
10_1101-2021_01_08_425952	156	44	funder	funder	NN
10_1101-2021_01_08_425952	156	45	,	,	,
10_1101-2021_01_08_425952	156	46	who	who	WP
10_1101-2021_01_08_425952	156	47	has	have	VBZ
10_1101-2021_01_08_425952	156	48	granted	grant	VBN
10_1101-2021_01_08_425952	156	49	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	156	50	a	a	DT
10_1101-2021_01_08_425952	156	51	license	license	NN
10_1101-2021_01_08_425952	156	52	to	to	TO
10_1101-2021_01_08_425952	156	53	display	display	VB
10_1101-2021_01_08_425952	156	54	the	the	DT
10_1101-2021_01_08_425952	156	55	preprint	preprint	NN
10_1101-2021_01_08_425952	156	56	in	in	IN
10_1101-2021_01_08_425952	156	57	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	156	58	.	.	.
10_1101-2021_01_08_425952	157	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	157	2	is	be	VBZ
10_1101-2021_01_08_425952	157	3	The	the	DT
10_1101-2021_01_08_425952	157	4	copyright	copyright	NN
10_1101-2021_01_08_425952	157	5	holder	holder	NN
10_1101-2021_01_08_425952	157	6	for	for	IN
10_1101-2021_01_08_425952	157	7	this	this	DT
10_1101-2021_01_08_425952	157	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	157	9	version	version	NN
10_1101-2021_01_08_425952	157	10	posted	post	VBD
10_1101-2021_01_08_425952	157	11	January	January	NNP
10_1101-2021_01_08_425952	157	12	9	9	CD
10_1101-2021_01_08_425952	157	13	,	,	,
10_1101-2021_01_08_425952	157	14	2021	2021	CD
10_1101-2021_01_08_425952	157	15	.	.	.
10_1101-2021_01_08_425952	157	16	;	;	:
10_1101-2021_01_08_425952	157	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	157	18	:	:	:
10_1101-2021_01_08_425952	157	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	157	20	preprint	preprint	NN
10_1101-2021_01_08_425952	157	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	157	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	157	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	157	24	of	of	IN
10_1101-2021_01_08_425952	157	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	157	26	Software	Software	NNP
10_1101-2021_01_08_425952	157	27	11	11	CD
10_1101-2021_01_08_425952	157	28	List	List	NNP
10_1101-2021_01_08_425952	157	29	of	of	IN
10_1101-2021_01_08_425952	157	30	640	640	CD
10_1101-2021_01_08_425952	157	31	$	$	$
10_1101-2021_01_08_425952	157	32	2	2	CD
10_1101-2021_01_08_425952	157	33	:	:	:
10_1101-2021_01_08_425952	157	34	num	num	NNP
10_1101-2021_01_08_425952	157	35	0	0	CD
10_1101-2021_01_08_425952	157	36	$	$	$
10_1101-2021_01_08_425952	157	37	3	3	CD
10_1101-2021_01_08_425952	157	38	:	:	:
10_1101-2021_01_08_425952	157	39	num	num	NNP
10_1101-2021_01_08_425952	157	40	0	0	CD
10_1101-2021_01_08_425952	157	41	$	$	$
10_1101-2021_01_08_425952	157	42	7	7	CD
10_1101-2021_01_08_425952	157	43	:	:	:
10_1101-2021_01_08_425952	157	44	num	num	NNP
10_1101-2021_01_08_425952	157	45	25	25	CD
10_1101-2021_01_08_425952	157	46	$	$	$
10_1101-2021_01_08_425952	157	47	10	10	CD
10_1101-2021_01_08_425952	157	48	:	:	:
10_1101-2021_01_08_425952	157	49	num	num	JJ
10_1101-2021_01_08_425952	157	50	0	0	CD
10_1101-2021_01_08_425952	157	51	$	$	$
10_1101-2021_01_08_425952	157	52	15	15	CD
10_1101-2021_01_08_425952	157	53	:	:	:
10_1101-2021_01_08_425952	157	54	num	num	NN
10_1101-2021_01_08_425952	157	55	0	0	CD
10_1101-2021_01_08_425952	157	56	[	[	-LRB-
10_1101-2021_01_08_425952	157	57	list	list	NN
10_1101-2021_01_08_425952	157	58	output	output	NN
10_1101-2021_01_08_425952	157	59	truncated	truncate	VBN
10_1101-2021_01_08_425952	157	60	]	]	-RRB-
10_1101-2021_01_08_425952	157	61	3.2	3.2	CD
10_1101-2021_01_08_425952	157	62	.	.	.
10_1101-2021_01_08_425952	158	1	Curating	curate	VBG
10_1101-2021_01_08_425952	158	2	drug	drug	NN
10_1101-2021_01_08_425952	158	3	prescription	prescription	NN
10_1101-2021_01_08_425952	158	4	records	record	NNS
10_1101-2021_01_08_425952	158	5	There	there	EX
10_1101-2021_01_08_425952	158	6	is	be	VBZ
10_1101-2021_01_08_425952	158	7	no	no	DT
10_1101-2021_01_08_425952	158	8	direct	direct	JJ
10_1101-2021_01_08_425952	158	9	link	link	NN
10_1101-2021_01_08_425952	158	10	between	between	IN
10_1101-2021_01_08_425952	158	11	a	a	DT
10_1101-2021_01_08_425952	158	12	prescription	prescription	NN
10_1101-2021_01_08_425952	158	13	event	event	NN
10_1101-2021_01_08_425952	158	14	and	and	CC
10_1101-2021_01_08_425952	158	15	a	a	DT
10_1101-2021_01_08_425952	158	16	medcode	medcode	NN
10_1101-2021_01_08_425952	158	17	in	in	IN
10_1101-2021_01_08_425952	158	18	the	the	DT
10_1101-2021_01_08_425952	158	19	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	158	20	data	datum	NNS
10_1101-2021_01_08_425952	158	21	.	.	.
10_1101-2021_01_08_425952	159	1	The	the	DT
10_1101-2021_01_08_425952	159	2	relationship	relationship	NN
10_1101-2021_01_08_425952	159	3	between	between	IN
10_1101-2021_01_08_425952	159	4	the	the	DT
10_1101-2021_01_08_425952	159	5	two	two	CD
10_1101-2021_01_08_425952	159	6	can	can	MD
10_1101-2021_01_08_425952	159	7	be	be	VB
10_1101-2021_01_08_425952	159	8	inferred	infer	VBN
10_1101-2021_01_08_425952	159	9	from	from	IN
10_1101-2021_01_08_425952	159	10	the	the	DT
10_1101-2021_01_08_425952	159	11	event	event	NN
10_1101-2021_01_08_425952	159	12	dates	date	VBZ
10_1101-2021_01_08_425952	159	13	of	of	IN
10_1101-2021_01_08_425952	159	14	the	the	DT
10_1101-2021_01_08_425952	159	15	prescription	prescription	NN
10_1101-2021_01_08_425952	159	16	and	and	CC
10_1101-2021_01_08_425952	159	17	clinical	clinical	JJ
10_1101-2021_01_08_425952	159	18	events	event	NNS
10_1101-2021_01_08_425952	159	19	,	,	,
10_1101-2021_01_08_425952	159	20	in	in	IN
10_1101-2021_01_08_425952	159	21	addition	addition	NN
10_1101-2021_01_08_425952	159	22	,	,	,
10_1101-2021_01_08_425952	159	23	to	to	IN
10_1101-2021_01_08_425952	159	24	information	information	NN
10_1101-2021_01_08_425952	159	25	provided	provide	VBN
10_1101-2021_01_08_425952	159	26	by	by	IN
10_1101-2021_01_08_425952	159	27	the	the	DT
10_1101-2021_01_08_425952	159	28	consultation	consultation	NN
10_1101-2021_01_08_425952	159	29	ID	ID	NNP
10_1101-2021_01_08_425952	159	30	and	and	CC
10_1101-2021_01_08_425952	159	31	the	the	DT
10_1101-2021_01_08_425952	159	32	prescription	prescription	NN
10_1101-2021_01_08_425952	159	33	issue	issue	NN
10_1101-2021_01_08_425952	159	34	number	number	NN
10_1101-2021_01_08_425952	159	35	.	.	.
10_1101-2021_01_08_425952	160	1	matchDrugWithDisease	matchDrugWithDisease	NNP
10_1101-2021_01_08_425952	160	2	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	160	3	provides	provide	VBZ
10_1101-2021_01_08_425952	160	4	several	several	JJ
10_1101-2021_01_08_425952	160	5	methods	method	NNS
10_1101-2021_01_08_425952	160	6	for	for	IN
10_1101-2021_01_08_425952	160	7	curating	curate	VBG
10_1101-2021_01_08_425952	160	8	prescription	prescription	NN
10_1101-2021_01_08_425952	160	9	datasets	dataset	NNS
10_1101-2021_01_08_425952	160	10	with	with	IN
10_1101-2021_01_08_425952	160	11	the	the	DT
10_1101-2021_01_08_425952	160	12	aim	aim	NN
10_1101-2021_01_08_425952	160	13	of	of	IN
10_1101-2021_01_08_425952	160	14	es-	es-	NN
10_1101-2021_01_08_425952	160	15	tablishing	tablishe	VBG
10_1101-2021_01_08_425952	160	16	a	a	DT
10_1101-2021_01_08_425952	160	17	relationship	relationship	NN
10_1101-2021_01_08_425952	160	18	between	between	IN
10_1101-2021_01_08_425952	160	19	prescription	prescription	NN
10_1101-2021_01_08_425952	160	20	and	and	CC
10_1101-2021_01_08_425952	160	21	clinical	clinical	JJ
10_1101-2021_01_08_425952	160	22	events	event	NNS
10_1101-2021_01_08_425952	160	23	.	.	.
10_1101-2021_01_08_425952	161	1	The	the	DT
10_1101-2021_01_08_425952	161	2	matchDrugWithDisease	matchDrugWithDisease	NNS
10_1101-2021_01_08_425952	161	3	function	function	NN
10_1101-2021_01_08_425952	161	4	returns	return	VBZ
10_1101-2021_01_08_425952	161	5	a	a	DT
10_1101-2021_01_08_425952	161	6	subset	subset	NN
10_1101-2021_01_08_425952	161	7	of	of	IN
10_1101-2021_01_08_425952	161	8	all	all	DT
10_1101-2021_01_08_425952	161	9	prescription	prescription	NN
10_1101-2021_01_08_425952	161	10	events	event	NNS
10_1101-2021_01_08_425952	161	11	with	with	IN
10_1101-2021_01_08_425952	161	12	an	an	DT
10_1101-2021_01_08_425952	161	13	established	establish	VBN
10_1101-2021_01_08_425952	161	14	relationship	relationship	NN
10_1101-2021_01_08_425952	161	15	between	between	IN
10_1101-2021_01_08_425952	161	16	therapy	therapy	NN
10_1101-2021_01_08_425952	161	17	and	and	CC
10_1101-2021_01_08_425952	161	18	clinical	clinical	JJ
10_1101-2021_01_08_425952	161	19	event	event	NN
10_1101-2021_01_08_425952	161	20	.	.	.
10_1101-2021_01_08_425952	162	1	To	to	IN
10_1101-2021_01_08_425952	162	2	what	what	WDT
10_1101-2021_01_08_425952	162	3	degree	degree	NN
10_1101-2021_01_08_425952	162	4	these	these	DT
10_1101-2021_01_08_425952	162	5	patients	patient	NNS
10_1101-2021_01_08_425952	162	6	are	be	VBP
10_1101-2021_01_08_425952	162	7	included	include	VBN
10_1101-2021_01_08_425952	162	8	in	in	IN
10_1101-2021_01_08_425952	162	9	the	the	DT
10_1101-2021_01_08_425952	162	10	search	search	NN
10_1101-2021_01_08_425952	162	11	is	be	VBZ
10_1101-2021_01_08_425952	162	12	con-	con-	NN
10_1101-2021_01_08_425952	162	13	trolled	troll	VBN
10_1101-2021_01_08_425952	162	14	with	with	IN
10_1101-2021_01_08_425952	162	15	a	a	DT
10_1101-2021_01_08_425952	162	16	function	function	NN
10_1101-2021_01_08_425952	162	17	argument	argument	NN
10_1101-2021_01_08_425952	162	18	.	.	.
10_1101-2021_01_08_425952	163	1	There	there	EX
10_1101-2021_01_08_425952	163	2	are	be	VBP
10_1101-2021_01_08_425952	163	3	three	three	CD
10_1101-2021_01_08_425952	163	4	scenarios	scenario	NNS
10_1101-2021_01_08_425952	163	5	:	:	:
10_1101-2021_01_08_425952	163	6	all	all	DT
10_1101-2021_01_08_425952	163	7	patients	patient	NNS
10_1101-2021_01_08_425952	163	8	with	with	IN
10_1101-2021_01_08_425952	163	9	a	a	DT
10_1101-2021_01_08_425952	163	10	record	record	NN
10_1101-2021_01_08_425952	163	11	of	of	IN
10_1101-2021_01_08_425952	163	12	a	a	DT
10_1101-2021_01_08_425952	163	13	specific	specific	JJ
10_1101-2021_01_08_425952	163	14	prescription	prescription	NN
10_1101-2021_01_08_425952	163	15	event	event	NN
10_1101-2021_01_08_425952	163	16	and	and	CC
10_1101-2021_01_08_425952	163	17	specific	specific	JJ
10_1101-2021_01_08_425952	163	18	clinical	clinical	JJ
10_1101-2021_01_08_425952	163	19	event	event	NN
10_1101-2021_01_08_425952	163	20	,	,	,
10_1101-2021_01_08_425952	163	21	at	at	IN
10_1101-2021_01_08_425952	163	22	any	any	DT
10_1101-2021_01_08_425952	163	23	point	point	NN
10_1101-2021_01_08_425952	163	24	;	;	:
10_1101-2021_01_08_425952	163	25	all	all	DT
10_1101-2021_01_08_425952	163	26	patients	patient	NNS
10_1101-2021_01_08_425952	163	27	with	with	IN
10_1101-2021_01_08_425952	163	28	a	a	DT
10_1101-2021_01_08_425952	163	29	record	record	NN
10_1101-2021_01_08_425952	163	30	of	of	IN
10_1101-2021_01_08_425952	163	31	a	a	DT
10_1101-2021_01_08_425952	163	32	specific	specific	JJ
10_1101-2021_01_08_425952	163	33	prescription	prescription	NN
10_1101-2021_01_08_425952	163	34	event	event	NN
10_1101-2021_01_08_425952	163	35	on	on	IN
10_1101-2021_01_08_425952	163	36	the	the	DT
10_1101-2021_01_08_425952	163	37	same	same	JJ
10_1101-2021_01_08_425952	163	38	date	date	NN
10_1101-2021_01_08_425952	163	39	as	as	IN
10_1101-2021_01_08_425952	163	40	a	a	DT
10_1101-2021_01_08_425952	163	41	specific	specific	JJ
10_1101-2021_01_08_425952	163	42	clinical	clinical	JJ
10_1101-2021_01_08_425952	163	43	event	event	NN
10_1101-2021_01_08_425952	163	44	;	;	:
10_1101-2021_01_08_425952	163	45	and	and	CC
10_1101-2021_01_08_425952	163	46	,	,	,
10_1101-2021_01_08_425952	163	47	all	all	DT
10_1101-2021_01_08_425952	163	48	patients	patient	NNS
10_1101-2021_01_08_425952	163	49	with	with	IN
10_1101-2021_01_08_425952	163	50	a	a	DT
10_1101-2021_01_08_425952	163	51	record	record	NN
10_1101-2021_01_08_425952	163	52	of	of	IN
10_1101-2021_01_08_425952	163	53	a	a	DT
10_1101-2021_01_08_425952	163	54	specific	specific	JJ
10_1101-2021_01_08_425952	163	55	prescription	prescription	NN
10_1101-2021_01_08_425952	163	56	event	event	NN
10_1101-2021_01_08_425952	163	57	on	on	IN
10_1101-2021_01_08_425952	163	58	the	the	DT
10_1101-2021_01_08_425952	163	59	same	same	JJ
10_1101-2021_01_08_425952	163	60	date	date	NN
10_1101-2021_01_08_425952	163	61	as	as	IN
10_1101-2021_01_08_425952	163	62	a	a	DT
10_1101-2021_01_08_425952	163	63	specific	specific	JJ
10_1101-2021_01_08_425952	163	64	clinical	clinical	JJ
10_1101-2021_01_08_425952	163	65	event	event	NN
10_1101-2021_01_08_425952	163	66	and	and	CC
10_1101-2021_01_08_425952	163	67	clear	clear	JJ
10_1101-2021_01_08_425952	163	68	from	from	IN
10_1101-2021_01_08_425952	163	69	additional	additional	JJ
10_1101-2021_01_08_425952	163	70	clinical	clinical	JJ
10_1101-2021_01_08_425952	163	71	events	event	NNS
10_1101-2021_01_08_425952	163	72	on	on	IN
10_1101-2021_01_08_425952	163	73	that	that	DT
10_1101-2021_01_08_425952	163	74	day	day	NN
10_1101-2021_01_08_425952	163	75	.	.	.
10_1101-2021_01_08_425952	164	1	One	one	PRP
10_1101-2021_01_08_425952	164	2	would	would	MD
10_1101-2021_01_08_425952	164	3	expect	expect	VB
10_1101-2021_01_08_425952	164	4	fewer	few	JJR
10_1101-2021_01_08_425952	164	5	patients	patient	NNS
10_1101-2021_01_08_425952	164	6	as	as	IN
10_1101-2021_01_08_425952	164	7	the	the	DT
10_1101-2021_01_08_425952	164	8	stringency	stringency	NN
10_1101-2021_01_08_425952	164	9	of	of	IN
10_1101-2021_01_08_425952	164	10	the	the	DT
10_1101-2021_01_08_425952	164	11	search	search	NN
10_1101-2021_01_08_425952	164	12	criteria	criterion	NNS
10_1101-2021_01_08_425952	164	13	is	be	VBZ
10_1101-2021_01_08_425952	164	14	increased	increase	VBN
10_1101-2021_01_08_425952	164	15	:	:	:
10_1101-2021_01_08_425952	164	16	>	>	XX
10_1101-2021_01_08_425952	164	17	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	164	18	)	)	-RRB-
10_1101-2021_01_08_425952	164	19	>	>	XX
10_1101-2021_01_08_425952	164	20	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	164	21	<	<	XX
10_1101-2021_01_08_425952	164	22	-	-	HYPH
10_1101-2021_01_08_425952	164	23	unique(testTherapyDF$prodcode	unique(testTherapyDF$prodcode	NNP
10_1101-2021_01_08_425952	164	24	)	)	-RRB-
10_1101-2021_01_08_425952	164	25	>	>	XX
10_1101-2021_01_08_425952	164	26	amitriptylineCodes	amitriptylinecode	VBZ
10_1101-2021_01_08_425952	164	27	<	<	XX
10_1101-2021_01_08_425952	164	28	-	-	HYPH
10_1101-2021_01_08_425952	164	29	prodcodes[1:5	prodcodes[1:5	NNP
10_1101-2021_01_08_425952	164	30	]	]	-RRB-
10_1101-2021_01_08_425952	164	31	>	>	XX
10_1101-2021_01_08_425952	164	32	propranololCodes	propranololcode	NNS
10_1101-2021_01_08_425952	164	33	<	<	XX
10_1101-2021_01_08_425952	164	34	-	-	HYPH
10_1101-2021_01_08_425952	164	35	prodcodes[6:11	prodcodes[6:11	NNP
10_1101-2021_01_08_425952	164	36	]	]	-RRB-
10_1101-2021_01_08_425952	164	37	>	>	XX
10_1101-2021_01_08_425952	164	38	medcodeList	medcodelist	JJ
10_1101-2021_01_08_425952	164	39	<	<	XX
10_1101-2021_01_08_425952	164	40	-	-	HYPH
10_1101-2021_01_08_425952	164	41	unique(testClinicalDF$medcode	unique(testclinicaldf$medcode	NN
10_1101-2021_01_08_425952	164	42	)	)	-RRB-
10_1101-2021_01_08_425952	164	43	>	>	XX
10_1101-2021_01_08_425952	164	44	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	164	45	<	<	XX
10_1101-2021_01_08_425952	164	46	-	-	:
10_1101-2021_01_08_425952	164	47	medcodeList[1:10	medcodelist[1:10	NN
10_1101-2021_01_08_425952	164	48	]	]	-RRB-
10_1101-2021_01_08_425952	164	49	>	>	XX
10_1101-2021_01_08_425952	164	50	amitriptylineResult1	amitriptylineresult1	FW
10_1101-2021_01_08_425952	164	51	<	<	XX
10_1101-2021_01_08_425952	164	52	-	-	HYPH
10_1101-2021_01_08_425952	164	53	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	164	54	=	=	-RRB-
10_1101-2021_01_08_425952	164	55	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	164	56	,	,	,
10_1101-2021_01_08_425952	164	57	+	+	CC
10_1101-2021_01_08_425952	164	58	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	164	59	=	=	SYM
10_1101-2021_01_08_425952	164	60	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	164	61	,	,	,
10_1101-2021_01_08_425952	164	62	+	+	CC
10_1101-2021_01_08_425952	164	63	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	164	64	=	=	SYM
10_1101-2021_01_08_425952	164	65	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	164	66	,	,	,
10_1101-2021_01_08_425952	164	67	+	+	CC
10_1101-2021_01_08_425952	164	68	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	164	69	=	=	NFP
10_1101-2021_01_08_425952	164	70	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	164	71	,	,	,
10_1101-2021_01_08_425952	164	72	+	+	CC
10_1101-2021_01_08_425952	164	73	severity	severity	NN
10_1101-2021_01_08_425952	164	74	=	=	SYM
10_1101-2021_01_08_425952	164	75	1	1	CD
10_1101-2021_01_08_425952	164	76	)	)	-RRB-
10_1101-2021_01_08_425952	164	77	>	>	XX
10_1101-2021_01_08_425952	164	78	amitriptylineResult2	amitriptylineResult2	NNP
10_1101-2021_01_08_425952	164	79	<	<	XX
10_1101-2021_01_08_425952	164	80	-	-	HYPH
10_1101-2021_01_08_425952	164	81	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	164	82	=	=	-RRB-
10_1101-2021_01_08_425952	164	83	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	164	84	,	,	,
10_1101-2021_01_08_425952	164	85	+	+	CC
10_1101-2021_01_08_425952	164	86	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	164	87	=	=	SYM
10_1101-2021_01_08_425952	164	88	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	164	89	,	,	,
10_1101-2021_01_08_425952	164	90	+	+	CC
10_1101-2021_01_08_425952	164	91	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	164	92	=	=	SYM
10_1101-2021_01_08_425952	164	93	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	164	94	,	,	,
10_1101-2021_01_08_425952	164	95	+	+	CC
10_1101-2021_01_08_425952	164	96	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	164	97	=	=	NFP
10_1101-2021_01_08_425952	164	98	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	164	99	,	,	,
10_1101-2021_01_08_425952	164	100	+	+	CC
10_1101-2021_01_08_425952	164	101	severity	severity	NN
10_1101-2021_01_08_425952	164	102	=	=	SYM
10_1101-2021_01_08_425952	164	103	2	2	LS
10_1101-2021_01_08_425952	164	104	)	)	-RRB-
10_1101-2021_01_08_425952	164	105	>	>	XX
10_1101-2021_01_08_425952	164	106	amitriptylineResult3	amitriptylineresult3	RB
10_1101-2021_01_08_425952	164	107	<	<	XX
10_1101-2021_01_08_425952	164	108	-	-	HYPH
10_1101-2021_01_08_425952	164	109	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	164	110	=	=	-RRB-
10_1101-2021_01_08_425952	164	111	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	164	112	,	,	,
10_1101-2021_01_08_425952	164	113	+	+	CC
10_1101-2021_01_08_425952	164	114	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	164	115	=	=	SYM
10_1101-2021_01_08_425952	164	116	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	164	117	,	,	,
10_1101-2021_01_08_425952	164	118	+	+	CC
10_1101-2021_01_08_425952	164	119	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	164	120	=	=	SYM
10_1101-2021_01_08_425952	164	121	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	164	122	,	,	,
10_1101-2021_01_08_425952	164	123	.CC	.CC	:
10_1101-2021_01_08_425952	164	124	-	-	:
10_1101-2021_01_08_425952	164	125	BY	by	IN
10_1101-2021_01_08_425952	164	126	-	-	HYPH
10_1101-2021_01_08_425952	164	127	ND	ND	NNP
10_1101-2021_01_08_425952	164	128	4.0	4.0	CD
10_1101-2021_01_08_425952	164	129	International	international	JJ
10_1101-2021_01_08_425952	164	130	licensemade	licensemade	NN
10_1101-2021_01_08_425952	164	131	available	available	JJ
10_1101-2021_01_08_425952	164	132	under	under	IN
10_1101-2021_01_08_425952	164	133	a	a	DT
10_1101-2021_01_08_425952	164	134	(	(	-LRB-
10_1101-2021_01_08_425952	164	135	which	which	WDT
10_1101-2021_01_08_425952	164	136	was	be	VBD
10_1101-2021_01_08_425952	164	137	not	not	RB
10_1101-2021_01_08_425952	164	138	certified	certify	VBN
10_1101-2021_01_08_425952	164	139	by	by	IN
10_1101-2021_01_08_425952	164	140	peer	peer	NN
10_1101-2021_01_08_425952	164	141	review	review	NN
10_1101-2021_01_08_425952	164	142	)	)	-RRB-
10_1101-2021_01_08_425952	164	143	is	be	VBZ
10_1101-2021_01_08_425952	164	144	the	the	DT
10_1101-2021_01_08_425952	164	145	author	author	NN
10_1101-2021_01_08_425952	164	146	/	/	SYM
10_1101-2021_01_08_425952	164	147	funder	funder	NN
10_1101-2021_01_08_425952	164	148	,	,	,
10_1101-2021_01_08_425952	164	149	who	who	WP
10_1101-2021_01_08_425952	164	150	has	have	VBZ
10_1101-2021_01_08_425952	164	151	granted	grant	VBN
10_1101-2021_01_08_425952	164	152	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	164	153	a	a	DT
10_1101-2021_01_08_425952	164	154	license	license	NN
10_1101-2021_01_08_425952	164	155	to	to	TO
10_1101-2021_01_08_425952	164	156	display	display	VB
10_1101-2021_01_08_425952	164	157	the	the	DT
10_1101-2021_01_08_425952	164	158	preprint	preprint	NN
10_1101-2021_01_08_425952	164	159	in	in	IN
10_1101-2021_01_08_425952	164	160	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	164	161	.	.	.
10_1101-2021_01_08_425952	165	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	165	2	is	be	VBZ
10_1101-2021_01_08_425952	165	3	The	the	DT
10_1101-2021_01_08_425952	165	4	copyright	copyright	NN
10_1101-2021_01_08_425952	165	5	holder	holder	NN
10_1101-2021_01_08_425952	165	6	for	for	IN
10_1101-2021_01_08_425952	165	7	this	this	DT
10_1101-2021_01_08_425952	165	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	165	9	version	version	NN
10_1101-2021_01_08_425952	165	10	posted	post	VBD
10_1101-2021_01_08_425952	165	11	January	January	NNP
10_1101-2021_01_08_425952	165	12	9	9	CD
10_1101-2021_01_08_425952	165	13	,	,	,
10_1101-2021_01_08_425952	165	14	2021	2021	CD
10_1101-2021_01_08_425952	165	15	.	.	.
10_1101-2021_01_08_425952	165	16	;	;	:
10_1101-2021_01_08_425952	165	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	165	18	:	:	:
10_1101-2021_01_08_425952	165	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	165	20	preprint	preprint	NN
10_1101-2021_01_08_425952	165	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	165	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	165	23	12	12	CD
10_1101-2021_01_08_425952	165	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	165	25	:	:	:
10_1101-2021_01_08_425952	165	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	165	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	165	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	165	29	in	in	IN
10_1101-2021_01_08_425952	165	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	165	31	Health	Health	NNP
10_1101-2021_01_08_425952	165	32	Care	Care	NNP
10_1101-2021_01_08_425952	165	33	Records	Records	NNPS
10_1101-2021_01_08_425952	165	34	+	+	SYM
10_1101-2021_01_08_425952	165	35	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	165	36	=	=	NFP
10_1101-2021_01_08_425952	165	37	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	165	38	,	,	,
10_1101-2021_01_08_425952	165	39	+	+	CC
10_1101-2021_01_08_425952	165	40	severity	severity	NN
10_1101-2021_01_08_425952	165	41	=	=	SYM
10_1101-2021_01_08_425952	165	42	3	3	CD
10_1101-2021_01_08_425952	165	43	)	)	-RRB-
10_1101-2021_01_08_425952	165	44	>	>	NFP
10_1101-2021_01_08_425952	165	45	propranololResult1	propranololResult1	NNP
10_1101-2021_01_08_425952	165	46	<	<	XX
10_1101-2021_01_08_425952	165	47	-	-	HYPH
10_1101-2021_01_08_425952	165	48	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	165	49	=	=	-RRB-
10_1101-2021_01_08_425952	165	50	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	165	51	,	,	,
10_1101-2021_01_08_425952	165	52	+	+	CC
10_1101-2021_01_08_425952	165	53	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	165	54	=	=	SYM
10_1101-2021_01_08_425952	165	55	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	165	56	,	,	,
10_1101-2021_01_08_425952	165	57	+	+	CC
10_1101-2021_01_08_425952	165	58	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	165	59	=	=	SYM
10_1101-2021_01_08_425952	165	60	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	165	61	,	,	,
10_1101-2021_01_08_425952	165	62	+	+	CC
10_1101-2021_01_08_425952	165	63	drugcodeList	drugcodeList	NNS
10_1101-2021_01_08_425952	165	64	=	=	NFP
10_1101-2021_01_08_425952	165	65	propranololCodes	propranololcode	NNS
10_1101-2021_01_08_425952	165	66	,	,	,
10_1101-2021_01_08_425952	165	67	+	+	CC
10_1101-2021_01_08_425952	165	68	severity	severity	NN
10_1101-2021_01_08_425952	165	69	=	=	SYM
10_1101-2021_01_08_425952	165	70	1	1	CD
10_1101-2021_01_08_425952	165	71	)	)	-RRB-
10_1101-2021_01_08_425952	165	72	>	>	XX
10_1101-2021_01_08_425952	165	73	propranololResult2	propranololResult2	NNP
10_1101-2021_01_08_425952	165	74	<	<	XX
10_1101-2021_01_08_425952	165	75	-	-	HYPH
10_1101-2021_01_08_425952	165	76	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	165	77	=	=	-RRB-
10_1101-2021_01_08_425952	165	78	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	165	79	,	,	,
10_1101-2021_01_08_425952	165	80	+	+	CC
10_1101-2021_01_08_425952	165	81	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	165	82	=	=	SYM
10_1101-2021_01_08_425952	165	83	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	165	84	,	,	,
10_1101-2021_01_08_425952	165	85	+	+	CC
10_1101-2021_01_08_425952	165	86	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	165	87	=	=	SYM
10_1101-2021_01_08_425952	165	88	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	165	89	,	,	,
10_1101-2021_01_08_425952	165	90	+	+	CC
10_1101-2021_01_08_425952	165	91	drugcodeList	drugcodeList	NNS
10_1101-2021_01_08_425952	165	92	=	=	NFP
10_1101-2021_01_08_425952	165	93	propranololCodes	propranololcode	NNS
10_1101-2021_01_08_425952	165	94	,	,	,
10_1101-2021_01_08_425952	165	95	+	+	CC
10_1101-2021_01_08_425952	165	96	severity	severity	NN
10_1101-2021_01_08_425952	165	97	=	=	SYM
10_1101-2021_01_08_425952	165	98	2	2	CD
10_1101-2021_01_08_425952	165	99	)	)	-RRB-
10_1101-2021_01_08_425952	165	100	>	>	XX
10_1101-2021_01_08_425952	165	101	propranololResult3	propranololresult3	NN
10_1101-2021_01_08_425952	165	102	<	<	XX
10_1101-2021_01_08_425952	165	103	-	-	HYPH
10_1101-2021_01_08_425952	165	104	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	165	105	=	=	-RRB-
10_1101-2021_01_08_425952	165	106	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	165	107	,	,	,
10_1101-2021_01_08_425952	165	108	+	+	CC
10_1101-2021_01_08_425952	165	109	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	165	110	=	=	SYM
10_1101-2021_01_08_425952	165	111	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	165	112	,	,	,
10_1101-2021_01_08_425952	165	113	+	+	CC
10_1101-2021_01_08_425952	165	114	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	165	115	=	=	SYM
10_1101-2021_01_08_425952	165	116	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	165	117	,	,	,
10_1101-2021_01_08_425952	165	118	+	+	CC
10_1101-2021_01_08_425952	165	119	drugcodeList	drugcodeList	NNS
10_1101-2021_01_08_425952	165	120	=	=	NFP
10_1101-2021_01_08_425952	165	121	propranololCodes	propranololcode	NNS
10_1101-2021_01_08_425952	165	122	,	,	,
10_1101-2021_01_08_425952	165	123	+	+	CC
10_1101-2021_01_08_425952	165	124	severity	severity	NN
10_1101-2021_01_08_425952	165	125	=	=	SYM
10_1101-2021_01_08_425952	165	126	3	3	CD
10_1101-2021_01_08_425952	165	127	)	)	-RRB-
10_1101-2021_01_08_425952	165	128	getGenderOfPatients	getgenderofpatients	LS
10_1101-2021_01_08_425952	165	129	The	the	DT
10_1101-2021_01_08_425952	165	130	example	example	NN
10_1101-2021_01_08_425952	165	131	presented	present	VBD
10_1101-2021_01_08_425952	165	132	,	,	,
10_1101-2021_01_08_425952	165	133	demonstrates	demonstrate	VBZ
10_1101-2021_01_08_425952	165	134	how	how	WRB
10_1101-2021_01_08_425952	165	135	to	to	TO
10_1101-2021_01_08_425952	165	136	identify	identify	VB
10_1101-2021_01_08_425952	165	137	patients	patient	NNS
10_1101-2021_01_08_425952	165	138	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	165	139	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	165	140	and	and	CC
10_1101-2021_01_08_425952	165	141	patients	patient	NNS
10_1101-2021_01_08_425952	165	142	prescribed	prescribe	VBD
10_1101-2021_01_08_425952	165	143	propranolol	propranolol	NNP
10_1101-2021_01_08_425952	165	144	(	(	-LRB-
10_1101-2021_01_08_425952	165	145	there	there	EX
10_1101-2021_01_08_425952	165	146	is	be	VBZ
10_1101-2021_01_08_425952	165	147	patient	patient	JJ
10_1101-2021_01_08_425952	165	148	overlap	overlap	NN
10_1101-2021_01_08_425952	165	149	,	,	,
10_1101-2021_01_08_425952	165	150	easily	easily	RB
10_1101-2021_01_08_425952	165	151	controlled	control	VBN
10_1101-2021_01_08_425952	165	152	for	for	IN
10_1101-2021_01_08_425952	165	153	by	by	IN
10_1101-2021_01_08_425952	165	154	subsetting	subsette	VBG
10_1101-2021_01_08_425952	165	155	)	)	-RRB-
10_1101-2021_01_08_425952	165	156	whilst	whilst	IN
10_1101-2021_01_08_425952	165	157	controlling	control	VBG
10_1101-2021_01_08_425952	165	158	for	for	IN
10_1101-2021_01_08_425952	165	159	clinical	clinical	JJ
10_1101-2021_01_08_425952	165	160	overlap	overlap	NN
10_1101-2021_01_08_425952	165	161	with	with	IN
10_1101-2021_01_08_425952	165	162	or	or	CC
10_1101-2021_01_08_425952	165	163	without	without	IN
10_1101-2021_01_08_425952	165	164	consideration	consideration	NN
10_1101-2021_01_08_425952	165	165	for	for	IN
10_1101-2021_01_08_425952	165	166	off	off	IN
10_1101-2021_01_08_425952	165	167	topic	topic	JJ
10_1101-2021_01_08_425952	165	168	clinical	clinical	JJ
10_1101-2021_01_08_425952	165	169	events	event	NNS
10_1101-2021_01_08_425952	165	170	.	.	.
10_1101-2021_01_08_425952	166	1	With	with	IN
10_1101-2021_01_08_425952	166	2	the	the	DT
10_1101-2021_01_08_425952	166	3	identified	identify	VBN
10_1101-2021_01_08_425952	166	4	patients	patient	NNS
10_1101-2021_01_08_425952	166	5	,	,	,
10_1101-2021_01_08_425952	166	6	we	-PRON-	PRP
10_1101-2021_01_08_425952	166	7	can	can	MD
10_1101-2021_01_08_425952	166	8	,	,	,
10_1101-2021_01_08_425952	166	9	for	for	IN
10_1101-2021_01_08_425952	166	10	example	example	NN
10_1101-2021_01_08_425952	166	11	,	,	,
10_1101-2021_01_08_425952	166	12	stratify	stratify	NN
10_1101-2021_01_08_425952	166	13	by	by	IN
10_1101-2021_01_08_425952	166	14	gender	gender	NN
10_1101-2021_01_08_425952	166	15	:	:	:
10_1101-2021_01_08_425952	166	16	>	>	XX
10_1101-2021_01_08_425952	166	17	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	166	18	)	)	-RRB-
10_1101-2021_01_08_425952	166	19	>	>	XX
10_1101-2021_01_08_425952	166	20	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	166	21	)	)	-RRB-
10_1101-2021_01_08_425952	166	22	>	>	XX
10_1101-2021_01_08_425952	166	23	ami1Gender	ami1gender	XX
10_1101-2021_01_08_425952	166	24	<	<	XX
10_1101-2021_01_08_425952	166	25	-	-	HYPH
10_1101-2021_01_08_425952	166	26	getGenderOfPatients(amitriptylineResult1	getgenderofpatients(amitriptylineresult1	JJ
10_1101-2021_01_08_425952	166	27	,	,	,
10_1101-2021_01_08_425952	166	28	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	29	)	)	-RRB-
10_1101-2021_01_08_425952	166	30	>	>	XX
10_1101-2021_01_08_425952	166	31	ami2Gender	ami2gender	XX
10_1101-2021_01_08_425952	166	32	<	<	XX
10_1101-2021_01_08_425952	166	33	-	-	HYPH
10_1101-2021_01_08_425952	166	34	getGenderOfPatients(amitriptylineResult2	getGenderOfPatients(amitriptylineResult2	NNP
10_1101-2021_01_08_425952	166	35	,	,	,
10_1101-2021_01_08_425952	166	36	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	37	)	)	-RRB-
10_1101-2021_01_08_425952	166	38	>	>	XX
10_1101-2021_01_08_425952	166	39	ami3Gender	ami3gender	XX
10_1101-2021_01_08_425952	166	40	<	<	XX
10_1101-2021_01_08_425952	166	41	-	-	HYPH
10_1101-2021_01_08_425952	166	42	getGenderOfPatients(amitriptylineResult3	getGenderOfPatients(amitriptylineResult3	NNP
10_1101-2021_01_08_425952	166	43	,	,	,
10_1101-2021_01_08_425952	166	44	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	45	)	)	-RRB-
10_1101-2021_01_08_425952	166	46	>	>	XX
10_1101-2021_01_08_425952	166	47	prop1Gender	prop1Gender	NNP
10_1101-2021_01_08_425952	166	48	<	<	XX
10_1101-2021_01_08_425952	166	49	-	-	HYPH
10_1101-2021_01_08_425952	166	50	getGenderOfPatients(propranololResult1	getGenderOfPatients(propranololResult1	NNP
10_1101-2021_01_08_425952	166	51	,	,	,
10_1101-2021_01_08_425952	166	52	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	53	)	)	-RRB-
10_1101-2021_01_08_425952	166	54	>	>	XX
10_1101-2021_01_08_425952	166	55	prop2Gender	prop2Gender	NNP
10_1101-2021_01_08_425952	166	56	<	<	XX
10_1101-2021_01_08_425952	166	57	-	-	HYPH
10_1101-2021_01_08_425952	166	58	getGenderOfPatients(propranololResult2	getGenderOfPatients(propranololResult2	NNP
10_1101-2021_01_08_425952	166	59	,	,	,
10_1101-2021_01_08_425952	166	60	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	61	)	)	-RRB-
10_1101-2021_01_08_425952	166	62	>	>	XX
10_1101-2021_01_08_425952	166	63	prop3Gender	prop3gender	XX
10_1101-2021_01_08_425952	166	64	<	<	XX
10_1101-2021_01_08_425952	166	65	-	-	HYPH
10_1101-2021_01_08_425952	166	66	getGenderOfPatients(propranololResult3	getGenderOfPatients(propranololResult3	NNP
10_1101-2021_01_08_425952	166	67	,	,	,
10_1101-2021_01_08_425952	166	68	ageGenderDF	agegenderdf	NN
10_1101-2021_01_08_425952	166	69	)	)	-RRB-
10_1101-2021_01_08_425952	166	70	>	>	XX
10_1101-2021_01_08_425952	166	71	amiDF	amiDF	``
10_1101-2021_01_08_425952	166	72	<	<	XX
10_1101-2021_01_08_425952	166	73	-	-	HYPH
10_1101-2021_01_08_425952	166	74	data.frame(Freq	data.frame(Freq	NNP
10_1101-2021_01_08_425952	166	75	=	=	SYM
10_1101-2021_01_08_425952	166	76	c(nrow(ami1Gender[ami1Gender$gender==1	c(nrow(ami1gender[ami1gender$gender==1	NN
10_1101-2021_01_08_425952	166	77	,	,	,
10_1101-2021_01_08_425952	166	78	]	]	-RRB-
10_1101-2021_01_08_425952	166	79	)	)	-RRB-
10_1101-2021_01_08_425952	166	80	,	,	,
10_1101-2021_01_08_425952	166	81	+	+	CC
10_1101-2021_01_08_425952	166	82	nrow(ami2Gender[ami2Gender$gender==1	nrow(ami2Gender[ami2Gender$gender==1	NNS
10_1101-2021_01_08_425952	166	83	,	,	,
10_1101-2021_01_08_425952	166	84	]	]	-RRB-
10_1101-2021_01_08_425952	166	85	)	)	-RRB-
10_1101-2021_01_08_425952	166	86	,	,	,
10_1101-2021_01_08_425952	166	87	+	+	CC
10_1101-2021_01_08_425952	166	88	nrow(ami3Gender[ami3Gender$gender==1	nrow(ami3Gender[ami3Gender$gender==1	NNS
10_1101-2021_01_08_425952	166	89	,	,	,
10_1101-2021_01_08_425952	166	90	]	]	-RRB-
10_1101-2021_01_08_425952	166	91	)	)	-RRB-
10_1101-2021_01_08_425952	166	92	,	,	,
10_1101-2021_01_08_425952	166	93	+	+	SYM
10_1101-2021_01_08_425952	166	94	nrow(ami1Gender[ami1Gender$gender==2	nrow(ami1Gender[ami1Gender$gender==2	NNP
10_1101-2021_01_08_425952	166	95	,	,	,
10_1101-2021_01_08_425952	166	96	]	]	-RRB-
10_1101-2021_01_08_425952	166	97	)	)	-RRB-
10_1101-2021_01_08_425952	166	98	,	,	,
10_1101-2021_01_08_425952	166	99	+	+	SYM
10_1101-2021_01_08_425952	166	100	nrow(ami2Gender[ami2Gender$gender==2	nrow(ami2Gender[ami2Gender$gender==2	NNS
10_1101-2021_01_08_425952	166	101	,	,	,
10_1101-2021_01_08_425952	166	102	]	]	-RRB-
10_1101-2021_01_08_425952	166	103	)	)	-RRB-
10_1101-2021_01_08_425952	166	104	,	,	,
10_1101-2021_01_08_425952	166	105	+	+	CC
10_1101-2021_01_08_425952	166	106	nrow(ami3Gender[ami3Gender$gender==2	nrow(ami3Gender[ami3Gender$gender==2	NNP
10_1101-2021_01_08_425952	166	107	,	,	,
10_1101-2021_01_08_425952	166	108	]	]	-RRB-
10_1101-2021_01_08_425952	166	109	)	)	-RRB-
10_1101-2021_01_08_425952	166	110	+	+	NFP
10_1101-2021_01_08_425952	166	111	)	)	-RRB-
10_1101-2021_01_08_425952	166	112	,	,	,
10_1101-2021_01_08_425952	166	113	+	+	NFP
10_1101-2021_01_08_425952	166	114	Search	search	NN
10_1101-2021_01_08_425952	166	115	=	=	SYM
10_1101-2021_01_08_425952	166	116	c("Prescribed","With	c("Prescribed","With	NNP
10_1101-2021_01_08_425952	166	117	headache","No	headache","No	NNP
10_1101-2021_01_08_425952	166	118	comorbidities	comorbidities	NNPS
10_1101-2021_01_08_425952	166	119	"	"	''
10_1101-2021_01_08_425952	166	120	,	,	,
10_1101-2021_01_08_425952	166	121	+	+	CC
10_1101-2021_01_08_425952	166	122	"	"	``
10_1101-2021_01_08_425952	166	123	Prescribed","With	prescribed","with	CD
10_1101-2021_01_08_425952	166	124	headache","No	headache","no	NN
10_1101-2021_01_08_425952	166	125	comorbidities	comorbiditie	NNS
10_1101-2021_01_08_425952	166	126	"	"	''
10_1101-2021_01_08_425952	166	127	)	)	-RRB-
10_1101-2021_01_08_425952	166	128	,	,	,
10_1101-2021_01_08_425952	166	129	+	+	CC
10_1101-2021_01_08_425952	166	130	Drug="Amitriptyline	drug="amitriptyline	NN
10_1101-2021_01_08_425952	166	131	"	"	''
10_1101-2021_01_08_425952	166	132	,	,	,
10_1101-2021_01_08_425952	166	133	+	+	CC
10_1101-2021_01_08_425952	166	134	Gender	Gender	NNP
10_1101-2021_01_08_425952	166	135	=	=	SYM
10_1101-2021_01_08_425952	166	136	c("Male","Male","Male	c("Male","Male","Male	NNP
10_1101-2021_01_08_425952	166	137	"	"	''
10_1101-2021_01_08_425952	166	138	,	,	,
10_1101-2021_01_08_425952	166	139	+	+	CC
10_1101-2021_01_08_425952	166	140	"	"	``
10_1101-2021_01_08_425952	166	141	Female","Female","Female	Female","Female","Female	NNP
10_1101-2021_01_08_425952	166	142	"	"	''
10_1101-2021_01_08_425952	166	143	)	)	-RRB-
10_1101-2021_01_08_425952	166	144	+	+	SYM
10_1101-2021_01_08_425952	166	145	)	)	-RRB-
10_1101-2021_01_08_425952	166	146	.CC	.CC	:
10_1101-2021_01_08_425952	166	147	-	-	:
10_1101-2021_01_08_425952	166	148	BY	by	IN
10_1101-2021_01_08_425952	166	149	-	-	HYPH
10_1101-2021_01_08_425952	166	150	ND	ND	NNP
10_1101-2021_01_08_425952	166	151	4.0	4.0	CD
10_1101-2021_01_08_425952	166	152	International	international	JJ
10_1101-2021_01_08_425952	166	153	licensemade	licensemade	NN
10_1101-2021_01_08_425952	166	154	available	available	JJ
10_1101-2021_01_08_425952	166	155	under	under	IN
10_1101-2021_01_08_425952	166	156	a	a	DT
10_1101-2021_01_08_425952	166	157	(	(	-LRB-
10_1101-2021_01_08_425952	166	158	which	which	WDT
10_1101-2021_01_08_425952	166	159	was	be	VBD
10_1101-2021_01_08_425952	166	160	not	not	RB
10_1101-2021_01_08_425952	166	161	certified	certify	VBN
10_1101-2021_01_08_425952	166	162	by	by	IN
10_1101-2021_01_08_425952	166	163	peer	peer	NN
10_1101-2021_01_08_425952	166	164	review	review	NN
10_1101-2021_01_08_425952	166	165	)	)	-RRB-
10_1101-2021_01_08_425952	166	166	is	be	VBZ
10_1101-2021_01_08_425952	166	167	the	the	DT
10_1101-2021_01_08_425952	166	168	author	author	NN
10_1101-2021_01_08_425952	166	169	/	/	SYM
10_1101-2021_01_08_425952	166	170	funder	funder	NN
10_1101-2021_01_08_425952	166	171	,	,	,
10_1101-2021_01_08_425952	166	172	who	who	WP
10_1101-2021_01_08_425952	166	173	has	have	VBZ
10_1101-2021_01_08_425952	166	174	granted	grant	VBN
10_1101-2021_01_08_425952	166	175	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	166	176	a	a	DT
10_1101-2021_01_08_425952	166	177	license	license	NN
10_1101-2021_01_08_425952	166	178	to	to	TO
10_1101-2021_01_08_425952	166	179	display	display	VB
10_1101-2021_01_08_425952	166	180	the	the	DT
10_1101-2021_01_08_425952	166	181	preprint	preprint	NN
10_1101-2021_01_08_425952	166	182	in	in	IN
10_1101-2021_01_08_425952	166	183	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	166	184	.	.	.
10_1101-2021_01_08_425952	167	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	167	2	is	be	VBZ
10_1101-2021_01_08_425952	167	3	The	the	DT
10_1101-2021_01_08_425952	167	4	copyright	copyright	NN
10_1101-2021_01_08_425952	167	5	holder	holder	NN
10_1101-2021_01_08_425952	167	6	for	for	IN
10_1101-2021_01_08_425952	167	7	this	this	DT
10_1101-2021_01_08_425952	167	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	167	9	version	version	NN
10_1101-2021_01_08_425952	167	10	posted	post	VBD
10_1101-2021_01_08_425952	167	11	January	January	NNP
10_1101-2021_01_08_425952	167	12	9	9	CD
10_1101-2021_01_08_425952	167	13	,	,	,
10_1101-2021_01_08_425952	167	14	2021	2021	CD
10_1101-2021_01_08_425952	167	15	.	.	.
10_1101-2021_01_08_425952	167	16	;	;	:
10_1101-2021_01_08_425952	167	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	167	18	:	:	:
10_1101-2021_01_08_425952	167	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	167	20	preprint	preprint	NN
10_1101-2021_01_08_425952	167	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	167	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	167	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	167	24	of	of	IN
10_1101-2021_01_08_425952	167	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	167	26	Software	Software	NNP
10_1101-2021_01_08_425952	167	27	13	13	CD
10_1101-2021_01_08_425952	167	28	>	>	NFP
10_1101-2021_01_08_425952	167	29	propDF	propDF	NNP
10_1101-2021_01_08_425952	167	30	<	<	XX
10_1101-2021_01_08_425952	167	31	-	-	HYPH
10_1101-2021_01_08_425952	167	32	data.frame(Freq	data.frame(Freq	NNS
10_1101-2021_01_08_425952	167	33	=	=	SYM
10_1101-2021_01_08_425952	167	34	c(nrow(prop1Gender[prop1Gender$gender==1	c(nrow(prop1gender[prop1gender$gender==1	NN
10_1101-2021_01_08_425952	167	35	,	,	,
10_1101-2021_01_08_425952	167	36	]	]	-RRB-
10_1101-2021_01_08_425952	167	37	)	)	-RRB-
10_1101-2021_01_08_425952	167	38	,	,	,
10_1101-2021_01_08_425952	167	39	+	+	SYM
10_1101-2021_01_08_425952	167	40	nrow(prop2Gender[prop2Gender$gender==1	nrow(prop2gender[prop2gender$gender==1	CD
10_1101-2021_01_08_425952	167	41	,	,	,
10_1101-2021_01_08_425952	167	42	]	]	-RRB-
10_1101-2021_01_08_425952	167	43	)	)	-RRB-
10_1101-2021_01_08_425952	167	44	,	,	,
10_1101-2021_01_08_425952	167	45	+	+	CC
10_1101-2021_01_08_425952	167	46	nrow(prop3Gender[prop3Gender$gender==1	nrow(prop3gender[prop3gender$gender==1	CD
10_1101-2021_01_08_425952	167	47	,	,	,
10_1101-2021_01_08_425952	167	48	]	]	-RRB-
10_1101-2021_01_08_425952	167	49	)	)	-RRB-
10_1101-2021_01_08_425952	167	50	,	,	,
10_1101-2021_01_08_425952	167	51	+	+	CC
10_1101-2021_01_08_425952	167	52	nrow(prop1Gender[prop1Gender$gender==2	nrow(prop1gender[prop1gender$gender==2	CD
10_1101-2021_01_08_425952	167	53	,	,	,
10_1101-2021_01_08_425952	167	54	]	]	-RRB-
10_1101-2021_01_08_425952	167	55	)	)	-RRB-
10_1101-2021_01_08_425952	167	56	,	,	,
10_1101-2021_01_08_425952	167	57	+	+	CC
10_1101-2021_01_08_425952	167	58	nrow(prop2Gender[prop2Gender$gender==2	nrow(prop2gender[prop2gender$gender==2	CD
10_1101-2021_01_08_425952	167	59	,	,	,
10_1101-2021_01_08_425952	167	60	]	]	-RRB-
10_1101-2021_01_08_425952	167	61	)	)	-RRB-
10_1101-2021_01_08_425952	167	62	,	,	,
10_1101-2021_01_08_425952	167	63	+	+	CC
10_1101-2021_01_08_425952	167	64	nrow(prop3Gender[prop3Gender$gender==2	nrow(prop3gender[prop3gender$gender==2	CD
10_1101-2021_01_08_425952	167	65	,	,	,
10_1101-2021_01_08_425952	167	66	]	]	-RRB-
10_1101-2021_01_08_425952	167	67	)	)	-RRB-
10_1101-2021_01_08_425952	167	68	+	+	NFP
10_1101-2021_01_08_425952	167	69	)	)	-RRB-
10_1101-2021_01_08_425952	167	70	,	,	,
10_1101-2021_01_08_425952	167	71	+	+	NFP
10_1101-2021_01_08_425952	167	72	Search	Search	NNP
10_1101-2021_01_08_425952	167	73	=	=	SYM
10_1101-2021_01_08_425952	167	74	c("At	c("At	VBZ
10_1101-2021_01_08_425952	167	75	any	any	DT
10_1101-2021_01_08_425952	167	76	time","With	time","With	NNP
10_1101-2021_01_08_425952	167	77	clinical","Clinical	clinical","Clinical	NNP
10_1101-2021_01_08_425952	167	78	&	&	CC
10_1101-2021_01_08_425952	167	79	No	no	DT
10_1101-2021_01_08_425952	167	80	comorbidities	comorbiditie	NNS
10_1101-2021_01_08_425952	167	81	"	"	''
10_1101-2021_01_08_425952	167	82	,	,	,
10_1101-2021_01_08_425952	167	83	+	+	CC
10_1101-2021_01_08_425952	167	84	"	"	``
10_1101-2021_01_08_425952	167	85	At	at	IN
10_1101-2021_01_08_425952	167	86	any	any	DT
10_1101-2021_01_08_425952	167	87	time","With	time","With	NNP
10_1101-2021_01_08_425952	167	88	clinical","Clinical	clinical","Clinical	NNP
10_1101-2021_01_08_425952	167	89	&	&	CC
10_1101-2021_01_08_425952	167	90	No	no	DT
10_1101-2021_01_08_425952	167	91	comorbidities	comorbiditie	NNS
10_1101-2021_01_08_425952	167	92	"	"	''
10_1101-2021_01_08_425952	167	93	)	)	-RRB-
10_1101-2021_01_08_425952	167	94	,	,	,
10_1101-2021_01_08_425952	167	95	+	+	CC
10_1101-2021_01_08_425952	167	96	Drug="Propranolol	drug="propranolol	NN
10_1101-2021_01_08_425952	167	97	"	"	''
10_1101-2021_01_08_425952	167	98	,	,	,
10_1101-2021_01_08_425952	167	99	+	+	CC
10_1101-2021_01_08_425952	167	100	Gender	Gender	NNP
10_1101-2021_01_08_425952	167	101	=	=	SYM
10_1101-2021_01_08_425952	167	102	c("Male","Male","Male	c("Male","Male","Male	NNP
10_1101-2021_01_08_425952	167	103	"	"	''
10_1101-2021_01_08_425952	167	104	,	,	,
10_1101-2021_01_08_425952	167	105	+	+	CC
10_1101-2021_01_08_425952	167	106	"	"	``
10_1101-2021_01_08_425952	167	107	Female","Female","Female	Female","Female","Female	NNP
10_1101-2021_01_08_425952	167	108	"	"	''
10_1101-2021_01_08_425952	167	109	)	)	-RRB-
10_1101-2021_01_08_425952	167	110	+	+	NFP
10_1101-2021_01_08_425952	167	111	)	)	-RRB-
10_1101-2021_01_08_425952	167	112	>	>	XX
10_1101-2021_01_08_425952	167	113	drugPrescriptionDF	drugPrescriptionDF	NNP
10_1101-2021_01_08_425952	167	114	<	<	XX
10_1101-2021_01_08_425952	167	115	-	-	HYPH
10_1101-2021_01_08_425952	167	116	rbind(amiDF	rbind(amiDF	NNP
10_1101-2021_01_08_425952	167	117	,	,	,
10_1101-2021_01_08_425952	167	118	propDF	propDF	NNP
10_1101-2021_01_08_425952	167	119	)	)	-RRB-
10_1101-2021_01_08_425952	167	120	>	>	XX
10_1101-2021_01_08_425952	167	121	ggPrescriptionAmi	ggPrescriptionAmi	NNP
10_1101-2021_01_08_425952	167	122	<	<	XX
10_1101-2021_01_08_425952	167	123	-	-	HYPH
10_1101-2021_01_08_425952	167	124	ggplot(drugPrescriptionDF	ggplot(drugPrescriptionDF	NNP
10_1101-2021_01_08_425952	167	125	[	[	-LRB-
10_1101-2021_01_08_425952	167	126	+	+	CC
10_1101-2021_01_08_425952	167	127	drugPrescriptionDF$Drug=="Amitriptyline	drugPrescriptionDF$Drug=="Amitriptyline	NNPS
10_1101-2021_01_08_425952	167	128	"	"	''
10_1101-2021_01_08_425952	167	129	,	,	,
10_1101-2021_01_08_425952	167	130	]	]	-RRB-
10_1101-2021_01_08_425952	167	131	,	,	,
10_1101-2021_01_08_425952	167	132	+	+	CC
10_1101-2021_01_08_425952	167	133	aes(x	aes(x	NN
10_1101-2021_01_08_425952	167	134	=	=	SYM
10_1101-2021_01_08_425952	167	135	Search	Search	NNP
10_1101-2021_01_08_425952	167	136	,	,	,
10_1101-2021_01_08_425952	167	137	y	y	NNP
10_1101-2021_01_08_425952	167	138	=	=	-RRB-
10_1101-2021_01_08_425952	167	139	Freq	Freq	NNP
10_1101-2021_01_08_425952	167	140	,	,	,
10_1101-2021_01_08_425952	167	141	fill	fill	VB
10_1101-2021_01_08_425952	167	142	=	=	-RRB-
10_1101-2021_01_08_425952	167	143	Gender	gender	NN
10_1101-2021_01_08_425952	167	144	)	)	-RRB-
10_1101-2021_01_08_425952	167	145	)	)	-RRB-
10_1101-2021_01_08_425952	167	146	+	+	CD
10_1101-2021_01_08_425952	167	147	+	+	SYM
10_1101-2021_01_08_425952	167	148	geom_bar(stat="identity	geom_bar(stat="identity	NN
10_1101-2021_01_08_425952	167	149	"	"	''
10_1101-2021_01_08_425952	167	150	,	,	,
10_1101-2021_01_08_425952	167	151	position	position	NN
10_1101-2021_01_08_425952	167	152	=	=	SYM
10_1101-2021_01_08_425952	167	153	position_dodge	position_dodge	NNP
10_1101-2021_01_08_425952	167	154	(	(	-LRB-
10_1101-2021_01_08_425952	167	155	)	)	-RRB-
10_1101-2021_01_08_425952	167	156	)	)	-RRB-
10_1101-2021_01_08_425952	167	157	+	+	NFP
10_1101-2021_01_08_425952	167	158	+	+	NFP
10_1101-2021_01_08_425952	167	159	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	167	160	(	(	-LRB-
10_1101-2021_01_08_425952	167	161	)	)	-RRB-
10_1101-2021_01_08_425952	167	162	+	+	CC
10_1101-2021_01_08_425952	167	163	xlab("Search	xlab("search	NN
10_1101-2021_01_08_425952	167	164	critera	critera	NNP
10_1101-2021_01_08_425952	167	165	(	(	-LRB-
10_1101-2021_01_08_425952	167	166	severity	severity	NN
10_1101-2021_01_08_425952	167	167	)	)	-RRB-
10_1101-2021_01_08_425952	167	168	"	"	''
10_1101-2021_01_08_425952	167	169	)	)	-RRB-
10_1101-2021_01_08_425952	167	170	+	+	CC
10_1101-2021_01_08_425952	167	171	ylab("Patient	ylab("patient	NN
10_1101-2021_01_08_425952	167	172	count	count	NN
10_1101-2021_01_08_425952	167	173	"	"	''
10_1101-2021_01_08_425952	167	174	)	)	-RRB-
10_1101-2021_01_08_425952	167	175	+	+	CD
10_1101-2021_01_08_425952	167	176	+	+	SYM
10_1101-2021_01_08_425952	167	177	theme(axis.text.x	theme(axis.text.x	XX
10_1101-2021_01_08_425952	167	178	=	=	SYM
10_1101-2021_01_08_425952	167	179	element_text(angle=45,hjust=1	element_text(angle=45,hjust=1	ADD
10_1101-2021_01_08_425952	167	180	)	)	-RRB-
10_1101-2021_01_08_425952	167	181	)	)	-RRB-
10_1101-2021_01_08_425952	167	182	+	+	CC
10_1101-2021_01_08_425952	167	183	+	+	CC
10_1101-2021_01_08_425952	167	184	ggtitle("Amitriptyline	ggtitle("amitriptyline	NN
10_1101-2021_01_08_425952	167	185	"	"	''
10_1101-2021_01_08_425952	167	186	)	)	-RRB-
10_1101-2021_01_08_425952	167	187	>	>	XX
10_1101-2021_01_08_425952	167	188	ggPrescriptionProp	ggPrescriptionProp	NNP
10_1101-2021_01_08_425952	167	189	<	<	NNP
10_1101-2021_01_08_425952	167	190	-	-	HYPH
10_1101-2021_01_08_425952	167	191	ggplot(drugPrescriptionDF	ggplot(drugPrescriptionDF	NNP
10_1101-2021_01_08_425952	167	192	[	[	-LRB-
10_1101-2021_01_08_425952	167	193	+	+	CC
10_1101-2021_01_08_425952	167	194	drugPrescriptionDF$Drug=="Propranolol	drugPrescriptionDF$Drug=="Propranolol	NNS
10_1101-2021_01_08_425952	167	195	"	"	''
10_1101-2021_01_08_425952	167	196	,	,	,
10_1101-2021_01_08_425952	167	197	]	]	-RRB-
10_1101-2021_01_08_425952	167	198	,	,	,
10_1101-2021_01_08_425952	167	199	+	+	CC
10_1101-2021_01_08_425952	167	200	aes(x	aes(x	NN
10_1101-2021_01_08_425952	167	201	=	=	SYM
10_1101-2021_01_08_425952	167	202	Search	Search	NNP
10_1101-2021_01_08_425952	167	203	,	,	,
10_1101-2021_01_08_425952	167	204	y	y	NNP
10_1101-2021_01_08_425952	167	205	=	=	-RRB-
10_1101-2021_01_08_425952	167	206	Freq	Freq	NNP
10_1101-2021_01_08_425952	167	207	,	,	,
10_1101-2021_01_08_425952	167	208	fill	fill	VB
10_1101-2021_01_08_425952	167	209	=	=	-RRB-
10_1101-2021_01_08_425952	167	210	Gender	gender	NN
10_1101-2021_01_08_425952	167	211	)	)	-RRB-
10_1101-2021_01_08_425952	167	212	)	)	-RRB-
10_1101-2021_01_08_425952	167	213	+	+	CD
10_1101-2021_01_08_425952	167	214	+	+	SYM
10_1101-2021_01_08_425952	167	215	geom_bar(stat="identity	geom_bar(stat="identity	NN
10_1101-2021_01_08_425952	167	216	"	"	''
10_1101-2021_01_08_425952	167	217	,	,	,
10_1101-2021_01_08_425952	167	218	position	position	NN
10_1101-2021_01_08_425952	167	219	=	=	SYM
10_1101-2021_01_08_425952	167	220	position_dodge	position_dodge	NNP
10_1101-2021_01_08_425952	167	221	(	(	-LRB-
10_1101-2021_01_08_425952	167	222	)	)	-RRB-
10_1101-2021_01_08_425952	167	223	)	)	-RRB-
10_1101-2021_01_08_425952	167	224	+	+	NFP
10_1101-2021_01_08_425952	167	225	+	+	NFP
10_1101-2021_01_08_425952	167	226	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	167	227	(	(	-LRB-
10_1101-2021_01_08_425952	167	228	)	)	-RRB-
10_1101-2021_01_08_425952	167	229	+	+	CC
10_1101-2021_01_08_425952	167	230	xlab("Search	xlab("search	NN
10_1101-2021_01_08_425952	167	231	critera	critera	NNP
10_1101-2021_01_08_425952	167	232	(	(	-LRB-
10_1101-2021_01_08_425952	167	233	severity	severity	NN
10_1101-2021_01_08_425952	167	234	)	)	-RRB-
10_1101-2021_01_08_425952	167	235	"	"	''
10_1101-2021_01_08_425952	167	236	)	)	-RRB-
10_1101-2021_01_08_425952	167	237	+	+	CC
10_1101-2021_01_08_425952	167	238	ylab("Patient	ylab("patient	NN
10_1101-2021_01_08_425952	167	239	count	count	NN
10_1101-2021_01_08_425952	167	240	"	"	''
10_1101-2021_01_08_425952	167	241	)	)	-RRB-
10_1101-2021_01_08_425952	167	242	+	+	CD
10_1101-2021_01_08_425952	167	243	+	+	SYM
10_1101-2021_01_08_425952	167	244	theme(axis.text.x	theme(axis.text.x	XX
10_1101-2021_01_08_425952	167	245	=	=	SYM
10_1101-2021_01_08_425952	167	246	element_text(angle=45,hjust=1	element_text(angle=45,hjust=1	ADD
10_1101-2021_01_08_425952	167	247	)	)	-RRB-
10_1101-2021_01_08_425952	167	248	)	)	-RRB-
10_1101-2021_01_08_425952	167	249	+	+	CC
10_1101-2021_01_08_425952	167	250	+	+	CC
10_1101-2021_01_08_425952	167	251	ggtitle("Propranolol	ggtitle("propranolol	NN
10_1101-2021_01_08_425952	167	252	"	"	''
10_1101-2021_01_08_425952	167	253	)	)	-RRB-
10_1101-2021_01_08_425952	167	254	>	>	XX
10_1101-2021_01_08_425952	167	255	Filtering	filter	VBG
10_1101-2021_01_08_425952	167	256	through	through	IN
10_1101-2021_01_08_425952	167	257	prescription	prescription	NN
10_1101-2021_01_08_425952	167	258	events	event	NNS
10_1101-2021_01_08_425952	167	259	can	can	MD
10_1101-2021_01_08_425952	167	260	also	also	RB
10_1101-2021_01_08_425952	167	261	be	be	VB
10_1101-2021_01_08_425952	167	262	controlled	control	VBN
10_1101-2021_01_08_425952	167	263	by	by	IN
10_1101-2021_01_08_425952	167	264	a	a	DT
10_1101-2021_01_08_425952	167	265	date	date	NN
10_1101-2021_01_08_425952	167	266	range	range	NN
10_1101-2021_01_08_425952	167	267	.	.	.
10_1101-2021_01_08_425952	168	1	For	for	IN
10_1101-2021_01_08_425952	168	2	example	example	NN
10_1101-2021_01_08_425952	168	3	,	,	,
10_1101-2021_01_08_425952	168	4	if	if	IN
10_1101-2021_01_08_425952	168	5	one	one	CD
10_1101-2021_01_08_425952	168	6	was	be	VBD
10_1101-2021_01_08_425952	168	7	calculating	calculate	VBG
10_1101-2021_01_08_425952	168	8	the	the	DT
10_1101-2021_01_08_425952	168	9	number	number	NN
10_1101-2021_01_08_425952	168	10	of	of	IN
10_1101-2021_01_08_425952	168	11	patients	patient	NNS
10_1101-2021_01_08_425952	168	12	prescribed	prescribe	VBD
10_1101-2021_01_08_425952	168	13	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	168	14	per	per	IN
10_1101-2021_01_08_425952	168	15	year	year	NN
10_1101-2021_01_08_425952	168	16	from	from	IN
10_1101-2021_01_08_425952	168	17	2000	2000	CD
10_1101-2021_01_08_425952	168	18	to	to	IN
10_1101-2021_01_08_425952	168	19	2004	2004	CD
10_1101-2021_01_08_425952	168	20	and	and	CC
10_1101-2021_01_08_425952	168	21	matched	match	VBN
10_1101-2021_01_08_425952	168	22	to	to	IN
10_1101-2021_01_08_425952	168	23	a	a	DT
10_1101-2021_01_08_425952	168	24	headache	headache	NN
10_1101-2021_01_08_425952	168	25	event	event	NN
10_1101-2021_01_08_425952	168	26	,	,	,
10_1101-2021_01_08_425952	168	27	one	one	PRP
10_1101-2021_01_08_425952	168	28	can	can	MD
10_1101-2021_01_08_425952	168	29	apply	apply	VB
10_1101-2021_01_08_425952	168	30	a	a	DT
10_1101-2021_01_08_425952	168	31	date	date	NN
10_1101-2021_01_08_425952	168	32	range	range	NN
10_1101-2021_01_08_425952	168	33	:	:	:
10_1101-2021_01_08_425952	168	34	>	>	XX
10_1101-2021_01_08_425952	168	35	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	168	36	)	)	-RRB-
10_1101-2021_01_08_425952	168	37	>	>	XX
10_1101-2021_01_08_425952	168	38	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	168	39	)	)	-RRB-
10_1101-2021_01_08_425952	168	40	>	>	XX
10_1101-2021_01_08_425952	168	41	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	168	42	<	<	XX
10_1101-2021_01_08_425952	168	43	-	-	HYPH
10_1101-2021_01_08_425952	168	44	unique(testTherapyDF$prodcode	unique(testTherapyDF$prodcode	NNP
10_1101-2021_01_08_425952	168	45	)	)	-RRB-
10_1101-2021_01_08_425952	168	46	>	>	XX
10_1101-2021_01_08_425952	168	47	amitriptylineCodes	amitriptylinecode	VBZ
10_1101-2021_01_08_425952	168	48	<	<	XX
10_1101-2021_01_08_425952	168	49	-	-	HYPH
10_1101-2021_01_08_425952	168	50	prodcodes[1:5	prodcodes[1:5	NNP
10_1101-2021_01_08_425952	168	51	]	]	-RRB-
10_1101-2021_01_08_425952	168	52	>	>	NFP
10_1101-2021_01_08_425952	168	53	#	#	$
10_1101-2021_01_08_425952	168	54	Clinical	clinical	JJ
10_1101-2021_01_08_425952	168	55	event	event	NN
10_1101-2021_01_08_425952	168	56	of	of	IN
10_1101-2021_01_08_425952	168	57	interest	interest	NN
10_1101-2021_01_08_425952	168	58	are	be	VBP
10_1101-2021_01_08_425952	168	59	headaches	headache	NNS
10_1101-2021_01_08_425952	168	60	.	.	.
10_1101-2021_01_08_425952	169	1	>	>	XX
10_1101-2021_01_08_425952	169	2	medcodeList	medcodeList	NNP
10_1101-2021_01_08_425952	169	3	<	<	XX
10_1101-2021_01_08_425952	169	4	-	-	HYPH
10_1101-2021_01_08_425952	169	5	unique(testClinicalDF$medcode	unique(testclinicaldf$medcode	NN
10_1101-2021_01_08_425952	169	6	)	)	-RRB-
10_1101-2021_01_08_425952	169	7	>	>	XX
10_1101-2021_01_08_425952	169	8	#	#	$
10_1101-2021_01_08_425952	169	9	Medcodes	medcode	NNS
10_1101-2021_01_08_425952	169	10	can	can	MD
10_1101-2021_01_08_425952	169	11	be	be	VB
10_1101-2021_01_08_425952	169	12	refined	refine	VBN
10_1101-2021_01_08_425952	169	13	further	far	RBR
10_1101-2021_01_08_425952	169	14	.	.	.
10_1101-2021_01_08_425952	170	1	>	>	XX
10_1101-2021_01_08_425952	170	2	headacheCodes	headacheCodes	NNP
10_1101-2021_01_08_425952	170	3	<	<	XX
10_1101-2021_01_08_425952	170	4	-	-	:
10_1101-2021_01_08_425952	170	5	medcodeList[1:10	medcodelist[1:10	NN
10_1101-2021_01_08_425952	170	6	]	]	-RRB-
10_1101-2021_01_08_425952	170	7	>	>	NFP
10_1101-2021_01_08_425952	170	8	#	#	NN
10_1101-2021_01_08_425952	170	9	Dataframes	dataframe	NNS
10_1101-2021_01_08_425952	170	10	defined	define	VBN
10_1101-2021_01_08_425952	170	11	for	for	IN
10_1101-2021_01_08_425952	170	12	binned	bin	VBN
10_1101-2021_01_08_425952	170	13	dates	date	NNS
10_1101-2021_01_08_425952	170	14	are	be	VBP
10_1101-2021_01_08_425952	170	15	constructed	construct	VBN
10_1101-2021_01_08_425952	170	16	by	by	IN
10_1101-2021_01_08_425952	170	17	providing	provide	VBG
10_1101-2021_01_08_425952	170	18	all	all	PDT
10_1101-2021_01_08_425952	170	19	the	the	DT
10_1101-2021_01_08_425952	170	20	>	>	XX
10_1101-2021_01_08_425952	170	21	#	#	NN
10_1101-2021_01_08_425952	170	22	patients	patient	NNS
10_1101-2021_01_08_425952	170	23	to	to	TO
10_1101-2021_01_08_425952	170	24	consider	consider	VB
10_1101-2021_01_08_425952	170	25	and	and	CC
10_1101-2021_01_08_425952	170	26	the	the	DT
10_1101-2021_01_08_425952	170	27	binned	bin	VBN
10_1101-2021_01_08_425952	170	28	start	start	NN
10_1101-2021_01_08_425952	170	29	and	and	CC
10_1101-2021_01_08_425952	170	30	stop	stop	VB
10_1101-2021_01_08_425952	170	31	date	date	NN
10_1101-2021_01_08_425952	170	32	.	.	.
10_1101-2021_01_08_425952	171	1	>	>	XX
10_1101-2021_01_08_425952	171	2	date2000DF	date2000DF	NNP
10_1101-2021_01_08_425952	171	3	<	<	XX
10_1101-2021_01_08_425952	171	4	-	-	HYPH
10_1101-2021_01_08_425952	171	5	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	171	6	=	=	SYM
10_1101-2021_01_08_425952	171	7	unlist(getUniquePatidList(testTherapyDF	unlist(getUniquePatidList(testTherapyDF	NNS
10_1101-2021_01_08_425952	171	8	)	)	-RRB-
10_1101-2021_01_08_425952	171	9	)	)	-RRB-
10_1101-2021_01_08_425952	171	10	,	,	,
10_1101-2021_01_08_425952	171	11	+	+	CC
10_1101-2021_01_08_425952	171	12	start	start	VB
10_1101-2021_01_08_425952	171	13	=	=	NNS
10_1101-2021_01_08_425952	171	14	as	as	IN
10_1101-2021_01_08_425952	171	15	.	.	.
10_1101-2021_01_08_425952	171	16	Date(as.character("2000	Date(as.character("2000	NNP
10_1101-2021_01_08_425952	171	17	-	-	HYPH
10_1101-2021_01_08_425952	171	18	01	01	CD
10_1101-2021_01_08_425952	171	19	-	-	HYPH
10_1101-2021_01_08_425952	171	20	01	01	CD
10_1101-2021_01_08_425952	171	21	"	"	''
10_1101-2021_01_08_425952	171	22	)	)	-RRB-
10_1101-2021_01_08_425952	171	23	)	)	-RRB-
10_1101-2021_01_08_425952	171	24	,	,	,
10_1101-2021_01_08_425952	171	25	+	+	CC
10_1101-2021_01_08_425952	171	26	stop	stop	VB
10_1101-2021_01_08_425952	171	27	=	=	NNS
10_1101-2021_01_08_425952	171	28	as	as	IN
10_1101-2021_01_08_425952	171	29	.	.	.
10_1101-2021_01_08_425952	171	30	Date(as.character("2000	Date(as.character("2000	NNP
10_1101-2021_01_08_425952	171	31	-	-	HYPH
10_1101-2021_01_08_425952	171	32	12	12	CD
10_1101-2021_01_08_425952	171	33	-	-	SYM
10_1101-2021_01_08_425952	171	34	31	31	CD
10_1101-2021_01_08_425952	171	35	"	"	''
10_1101-2021_01_08_425952	171	36	)	)	-RRB-
10_1101-2021_01_08_425952	171	37	)	)	-RRB-
10_1101-2021_01_08_425952	171	38	)	)	-RRB-
10_1101-2021_01_08_425952	171	39	.CC	.CC	NFP
10_1101-2021_01_08_425952	171	40	-	-	:
10_1101-2021_01_08_425952	171	41	BY	by	IN
10_1101-2021_01_08_425952	171	42	-	-	HYPH
10_1101-2021_01_08_425952	171	43	ND	ND	NNP
10_1101-2021_01_08_425952	171	44	4.0	4.0	CD
10_1101-2021_01_08_425952	171	45	International	international	JJ
10_1101-2021_01_08_425952	171	46	licensemade	licensemade	NN
10_1101-2021_01_08_425952	171	47	available	available	JJ
10_1101-2021_01_08_425952	171	48	under	under	IN
10_1101-2021_01_08_425952	171	49	a	a	DT
10_1101-2021_01_08_425952	171	50	(	(	-LRB-
10_1101-2021_01_08_425952	171	51	which	which	WDT
10_1101-2021_01_08_425952	171	52	was	be	VBD
10_1101-2021_01_08_425952	171	53	not	not	RB
10_1101-2021_01_08_425952	171	54	certified	certify	VBN
10_1101-2021_01_08_425952	171	55	by	by	IN
10_1101-2021_01_08_425952	171	56	peer	peer	NN
10_1101-2021_01_08_425952	171	57	review	review	NN
10_1101-2021_01_08_425952	171	58	)	)	-RRB-
10_1101-2021_01_08_425952	171	59	is	be	VBZ
10_1101-2021_01_08_425952	171	60	the	the	DT
10_1101-2021_01_08_425952	171	61	author	author	NN
10_1101-2021_01_08_425952	171	62	/	/	SYM
10_1101-2021_01_08_425952	171	63	funder	funder	NN
10_1101-2021_01_08_425952	171	64	,	,	,
10_1101-2021_01_08_425952	171	65	who	who	WP
10_1101-2021_01_08_425952	171	66	has	have	VBZ
10_1101-2021_01_08_425952	171	67	granted	grant	VBN
10_1101-2021_01_08_425952	171	68	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	171	69	a	a	DT
10_1101-2021_01_08_425952	171	70	license	license	NN
10_1101-2021_01_08_425952	171	71	to	to	TO
10_1101-2021_01_08_425952	171	72	display	display	VB
10_1101-2021_01_08_425952	171	73	the	the	DT
10_1101-2021_01_08_425952	171	74	preprint	preprint	NN
10_1101-2021_01_08_425952	171	75	in	in	IN
10_1101-2021_01_08_425952	171	76	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	171	77	.	.	.
10_1101-2021_01_08_425952	172	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	172	2	is	be	VBZ
10_1101-2021_01_08_425952	172	3	The	the	DT
10_1101-2021_01_08_425952	172	4	copyright	copyright	NN
10_1101-2021_01_08_425952	172	5	holder	holder	NN
10_1101-2021_01_08_425952	172	6	for	for	IN
10_1101-2021_01_08_425952	172	7	this	this	DT
10_1101-2021_01_08_425952	172	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	172	9	version	version	NN
10_1101-2021_01_08_425952	172	10	posted	post	VBD
10_1101-2021_01_08_425952	172	11	January	January	NNP
10_1101-2021_01_08_425952	172	12	9	9	CD
10_1101-2021_01_08_425952	172	13	,	,	,
10_1101-2021_01_08_425952	172	14	2021	2021	CD
10_1101-2021_01_08_425952	172	15	.	.	.
10_1101-2021_01_08_425952	172	16	;	;	:
10_1101-2021_01_08_425952	172	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	172	18	:	:	:
10_1101-2021_01_08_425952	172	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	172	20	preprint	preprint	NN
10_1101-2021_01_08_425952	172	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	172	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	172	23	14	14	CD
10_1101-2021_01_08_425952	172	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	172	25	:	:	:
10_1101-2021_01_08_425952	172	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	172	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	172	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	172	29	in	in	IN
10_1101-2021_01_08_425952	172	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	172	31	Health	Health	NNP
10_1101-2021_01_08_425952	172	32	Care	Care	NNP
10_1101-2021_01_08_425952	172	33	Records	Records	NNPS
10_1101-2021_01_08_425952	172	34	0	0	NFP
10_1101-2021_01_08_425952	172	35	500	500	CD
10_1101-2021_01_08_425952	172	36	1000	1000	CD
10_1101-2021_01_08_425952	172	37	1500	1500	CD
10_1101-2021_01_08_425952	172	38	2000	2000	CD
10_1101-2021_01_08_425952	172	39	No	no	DT
10_1101-2021_01_08_425952	172	40	c	c	NN
10_1101-2021_01_08_425952	172	41	om	om	NN
10_1101-2021_01_08_425952	172	42	or	or	CC
10_1101-2021_01_08_425952	172	43	bi	bi	NNP
10_1101-2021_01_08_425952	172	44	di	di	NNP
10_1101-2021_01_08_425952	172	45	tie	tie	VB
10_1101-2021_01_08_425952	172	46	s	s	NNP
10_1101-2021_01_08_425952	172	47	Pr	pr	NN
10_1101-2021_01_08_425952	172	48	es	es	FW
10_1101-2021_01_08_425952	172	49	cr	cr	FW
10_1101-2021_01_08_425952	172	50	ib	ib	IN
10_1101-2021_01_08_425952	172	51	ed	ed	NNP
10_1101-2021_01_08_425952	172	52	W	W	NNP
10_1101-2021_01_08_425952	172	53	ith	ith	NNP
10_1101-2021_01_08_425952	172	54	h	h	NNP
10_1101-2021_01_08_425952	172	55	ea	ea	NNP
10_1101-2021_01_08_425952	172	56	da	da	NNP
10_1101-2021_01_08_425952	172	57	ch	ch	NN
10_1101-2021_01_08_425952	172	58	e	e	NNP
10_1101-2021_01_08_425952	172	59	Search	Search	NNP
10_1101-2021_01_08_425952	172	60	critera	critera	NN
10_1101-2021_01_08_425952	172	61	(	(	-LRB-
10_1101-2021_01_08_425952	172	62	severity	severity	NN
10_1101-2021_01_08_425952	172	63	)	)	-RRB-
10_1101-2021_01_08_425952	172	64	P	p	NN
10_1101-2021_01_08_425952	172	65	a	a	DT
10_1101-2021_01_08_425952	172	66	tie	tie	NN
10_1101-2021_01_08_425952	172	67	n	n	IN
10_1101-2021_01_08_425952	172	68	t	t	NN
10_1101-2021_01_08_425952	172	69	co	co	NN
10_1101-2021_01_08_425952	172	70	u	u	NNP
10_1101-2021_01_08_425952	172	71	n	n	CC
10_1101-2021_01_08_425952	172	72	t	t	NN
10_1101-2021_01_08_425952	172	73	Gender	Gender	NNP
10_1101-2021_01_08_425952	172	74	Female	Female	NNP
10_1101-2021_01_08_425952	172	75	Male	male	NN
10_1101-2021_01_08_425952	172	76	AmitriptylineA	amitriptylinea	NN
10_1101-2021_01_08_425952	172	77	0	0	CD
10_1101-2021_01_08_425952	172	78	250	250	CD
10_1101-2021_01_08_425952	172	79	500	500	CD
10_1101-2021_01_08_425952	172	80	750	750	CD
10_1101-2021_01_08_425952	172	81	1000	1000	CD
10_1101-2021_01_08_425952	172	82	At	at	IN
10_1101-2021_01_08_425952	172	83	a	a	DT
10_1101-2021_01_08_425952	172	84	ny	ny	NN
10_1101-2021_01_08_425952	172	85	ti	ti	NN
10_1101-2021_01_08_425952	172	86	m	m	NN
10_1101-2021_01_08_425952	172	87	e	e	NNP
10_1101-2021_01_08_425952	172	88	Cl	Cl	NNP
10_1101-2021_01_08_425952	172	89	in	in	IN
10_1101-2021_01_08_425952	172	90	ica	ica	NNP
10_1101-2021_01_08_425952	172	91	l	l	NNP
10_1101-2021_01_08_425952	172	92	&	&	CC
10_1101-2021_01_08_425952	172	93	N	N	NNP
10_1101-2021_01_08_425952	172	94	o	o	NNP
10_1101-2021_01_08_425952	172	95	co	co	NN
10_1101-2021_01_08_425952	172	96	m	m	NNP
10_1101-2021_01_08_425952	172	97	or	or	CC
10_1101-2021_01_08_425952	172	98	bi	bi	NNP
10_1101-2021_01_08_425952	172	99	di	di	NNP
10_1101-2021_01_08_425952	172	100	tie	tie	VB
10_1101-2021_01_08_425952	172	101	s	s	NNP
10_1101-2021_01_08_425952	172	102	W	W	NNP
10_1101-2021_01_08_425952	172	103	ith	ith	NNP
10_1101-2021_01_08_425952	172	104	c	c	NNP
10_1101-2021_01_08_425952	172	105	lin	lin	NNP
10_1101-2021_01_08_425952	172	106	ica	ica	NNP
10_1101-2021_01_08_425952	172	107	l	l	NNP
10_1101-2021_01_08_425952	172	108	Search	Search	NNP
10_1101-2021_01_08_425952	172	109	critera	critera	NN
10_1101-2021_01_08_425952	172	110	(	(	-LRB-
10_1101-2021_01_08_425952	172	111	severity	severity	NN
10_1101-2021_01_08_425952	172	112	)	)	-RRB-
10_1101-2021_01_08_425952	172	113	P	p	NN
10_1101-2021_01_08_425952	172	114	a	a	DT
10_1101-2021_01_08_425952	172	115	tie	tie	NN
10_1101-2021_01_08_425952	172	116	n	n	IN
10_1101-2021_01_08_425952	172	117	t	t	NN
10_1101-2021_01_08_425952	172	118	co	co	NN
10_1101-2021_01_08_425952	172	119	u	u	NNP
10_1101-2021_01_08_425952	172	120	n	n	CC
10_1101-2021_01_08_425952	172	121	t	t	NN
10_1101-2021_01_08_425952	172	122	Gender	Gender	NNP
10_1101-2021_01_08_425952	172	123	Female	Female	NNP
10_1101-2021_01_08_425952	172	124	Male	Male	NNP
10_1101-2021_01_08_425952	172	125	PropranololB	PropranololB	NNP
10_1101-2021_01_08_425952	172	126	Figure	figure	NN
10_1101-2021_01_08_425952	172	127	1	1	CD
10_1101-2021_01_08_425952	172	128	:	:	:
10_1101-2021_01_08_425952	172	129	The	the	DT
10_1101-2021_01_08_425952	172	130	number	number	NN
10_1101-2021_01_08_425952	172	131	of	of	IN
10_1101-2021_01_08_425952	172	132	patients	patient	NNS
10_1101-2021_01_08_425952	172	133	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	172	134	(	(	-LRB-
10_1101-2021_01_08_425952	172	135	A	a	NN
10_1101-2021_01_08_425952	172	136	)	)	-RRB-
10_1101-2021_01_08_425952	172	137	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	172	138	or	or	CC
10_1101-2021_01_08_425952	172	139	(	(	-LRB-
10_1101-2021_01_08_425952	172	140	B	b	NN
10_1101-2021_01_08_425952	172	141	)	)	-RRB-
10_1101-2021_01_08_425952	172	142	propranolol	propranolol	NN
10_1101-2021_01_08_425952	172	143	.	.	.
10_1101-2021_01_08_425952	173	1	The	the	DT
10_1101-2021_01_08_425952	173	2	criteria	criterion	NNS
10_1101-2021_01_08_425952	173	3	to	to	TO
10_1101-2021_01_08_425952	173	4	match	match	VB
10_1101-2021_01_08_425952	173	5	against	against	IN
10_1101-2021_01_08_425952	173	6	clinical	clinical	JJ
10_1101-2021_01_08_425952	173	7	data	datum	NNS
10_1101-2021_01_08_425952	173	8	is	be	VBZ
10_1101-2021_01_08_425952	173	9	indicated	indicate	VBN
10_1101-2021_01_08_425952	173	10	:	:	:
10_1101-2021_01_08_425952	173	11	at	at	IN
10_1101-2021_01_08_425952	173	12	any	any	DT
10_1101-2021_01_08_425952	173	13	time	time	NN
10_1101-2021_01_08_425952	173	14	,	,	,
10_1101-2021_01_08_425952	173	15	with	with	IN
10_1101-2021_01_08_425952	173	16	a	a	DT
10_1101-2021_01_08_425952	173	17	clinical	clinical	JJ
10_1101-2021_01_08_425952	173	18	record	record	NN
10_1101-2021_01_08_425952	173	19	,	,	,
10_1101-2021_01_08_425952	173	20	and	and	CC
10_1101-2021_01_08_425952	173	21	with	with	IN
10_1101-2021_01_08_425952	173	22	a	a	DT
10_1101-2021_01_08_425952	173	23	clinical	clinical	JJ
10_1101-2021_01_08_425952	173	24	record	record	NN
10_1101-2021_01_08_425952	173	25	clear	clear	JJ
10_1101-2021_01_08_425952	173	26	off	off	IN
10_1101-2021_01_08_425952	173	27	topic	topic	JJ
10_1101-2021_01_08_425952	173	28	clinical	clinical	JJ
10_1101-2021_01_08_425952	173	29	events	event	NNS
10_1101-2021_01_08_425952	173	30	.	.	.
10_1101-2021_01_08_425952	174	1	>	>	XX
10_1101-2021_01_08_425952	174	2	date2001DF	date2001df	FW
10_1101-2021_01_08_425952	174	3	<	<	XX
10_1101-2021_01_08_425952	174	4	-	-	HYPH
10_1101-2021_01_08_425952	174	5	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	174	6	=	=	SYM
10_1101-2021_01_08_425952	174	7	unlist(getUniquePatidList(testTherapyDF	unlist(getUniquePatidList(testTherapyDF	NNS
10_1101-2021_01_08_425952	174	8	)	)	-RRB-
10_1101-2021_01_08_425952	174	9	)	)	-RRB-
10_1101-2021_01_08_425952	174	10	,	,	,
10_1101-2021_01_08_425952	174	11	+	+	CC
10_1101-2021_01_08_425952	174	12	start	start	VB
10_1101-2021_01_08_425952	174	13	=	=	NNS
10_1101-2021_01_08_425952	174	14	as	as	IN
10_1101-2021_01_08_425952	174	15	.	.	.
10_1101-2021_01_08_425952	174	16	Date(as.character("2001	Date(as.character("2001	NNP
10_1101-2021_01_08_425952	174	17	-	-	HYPH
10_1101-2021_01_08_425952	174	18	01	01	CD
10_1101-2021_01_08_425952	174	19	-	-	HYPH
10_1101-2021_01_08_425952	174	20	01	01	CD
10_1101-2021_01_08_425952	174	21	"	"	''
10_1101-2021_01_08_425952	174	22	)	)	-RRB-
10_1101-2021_01_08_425952	174	23	)	)	-RRB-
10_1101-2021_01_08_425952	174	24	,	,	,
10_1101-2021_01_08_425952	174	25	+	+	CC
10_1101-2021_01_08_425952	174	26	stop	stop	VB
10_1101-2021_01_08_425952	174	27	=	=	SYM
10_1101-2021_01_08_425952	174	28	as	as	IN
10_1101-2021_01_08_425952	174	29	.	.	.
10_1101-2021_01_08_425952	174	30	Date(as.character("2001	Date(as.character("2001	NNP
10_1101-2021_01_08_425952	174	31	-	-	HYPH
10_1101-2021_01_08_425952	174	32	12	12	CD
10_1101-2021_01_08_425952	174	33	-	-	SYM
10_1101-2021_01_08_425952	174	34	31	31	CD
10_1101-2021_01_08_425952	174	35	"	"	''
10_1101-2021_01_08_425952	174	36	)	)	-RRB-
10_1101-2021_01_08_425952	174	37	)	)	-RRB-
10_1101-2021_01_08_425952	174	38	)	)	-RRB-
10_1101-2021_01_08_425952	174	39	>	>	XX
10_1101-2021_01_08_425952	174	40	date2002DF	date2002df	VBP
10_1101-2021_01_08_425952	174	41	<	<	XX
10_1101-2021_01_08_425952	174	42	-	-	HYPH
10_1101-2021_01_08_425952	174	43	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	174	44	=	=	SYM
10_1101-2021_01_08_425952	174	45	unlist(getUniquePatidList(testTherapyDF	unlist(getUniquePatidList(testTherapyDF	NNS
10_1101-2021_01_08_425952	174	46	)	)	-RRB-
10_1101-2021_01_08_425952	174	47	)	)	-RRB-
10_1101-2021_01_08_425952	174	48	,	,	,
10_1101-2021_01_08_425952	174	49	+	+	CC
10_1101-2021_01_08_425952	174	50	start	start	VB
10_1101-2021_01_08_425952	174	51	=	=	NNS
10_1101-2021_01_08_425952	174	52	as	as	IN
10_1101-2021_01_08_425952	174	53	.	.	.
10_1101-2021_01_08_425952	174	54	Date(as.character("2002	Date(as.character("2002	NNP
10_1101-2021_01_08_425952	174	55	-	-	HYPH
10_1101-2021_01_08_425952	174	56	01	01	CD
10_1101-2021_01_08_425952	174	57	-	-	HYPH
10_1101-2021_01_08_425952	174	58	01	01	CD
10_1101-2021_01_08_425952	174	59	"	"	''
10_1101-2021_01_08_425952	174	60	)	)	-RRB-
10_1101-2021_01_08_425952	174	61	)	)	-RRB-
10_1101-2021_01_08_425952	174	62	,	,	,
10_1101-2021_01_08_425952	174	63	+	+	CC
10_1101-2021_01_08_425952	174	64	stop	stop	VB
10_1101-2021_01_08_425952	174	65	=	=	NNS
10_1101-2021_01_08_425952	174	66	as	as	IN
10_1101-2021_01_08_425952	174	67	.	.	.
10_1101-2021_01_08_425952	174	68	Date(as.character("2002	Date(as.character("2002	NNP
10_1101-2021_01_08_425952	174	69	-	-	HYPH
10_1101-2021_01_08_425952	174	70	12	12	CD
10_1101-2021_01_08_425952	174	71	-	-	SYM
10_1101-2021_01_08_425952	174	72	31	31	CD
10_1101-2021_01_08_425952	174	73	"	"	''
10_1101-2021_01_08_425952	174	74	)	)	-RRB-
10_1101-2021_01_08_425952	174	75	)	)	-RRB-
10_1101-2021_01_08_425952	174	76	)	)	-RRB-
10_1101-2021_01_08_425952	174	77	>	>	XX
10_1101-2021_01_08_425952	174	78	date2003DF	date2003DF	NNP
10_1101-2021_01_08_425952	174	79	<	<	XX
10_1101-2021_01_08_425952	174	80	-	-	HYPH
10_1101-2021_01_08_425952	174	81	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	174	82	=	=	SYM
10_1101-2021_01_08_425952	174	83	unlist(getUniquePatidList(testTherapyDF	unlist(getUniquePatidList(testTherapyDF	NNS
10_1101-2021_01_08_425952	174	84	)	)	-RRB-
10_1101-2021_01_08_425952	174	85	)	)	-RRB-
10_1101-2021_01_08_425952	174	86	,	,	,
10_1101-2021_01_08_425952	174	87	+	+	CC
10_1101-2021_01_08_425952	174	88	start	start	VB
10_1101-2021_01_08_425952	174	89	=	=	NNS
10_1101-2021_01_08_425952	174	90	as	as	IN
10_1101-2021_01_08_425952	174	91	.	.	.
10_1101-2021_01_08_425952	174	92	Date(as.character("2003	Date(as.character("2003	NNP
10_1101-2021_01_08_425952	174	93	-	-	HYPH
10_1101-2021_01_08_425952	174	94	01	01	CD
10_1101-2021_01_08_425952	174	95	-	-	HYPH
10_1101-2021_01_08_425952	174	96	01	01	CD
10_1101-2021_01_08_425952	174	97	"	"	''
10_1101-2021_01_08_425952	174	98	)	)	-RRB-
10_1101-2021_01_08_425952	174	99	)	)	-RRB-
10_1101-2021_01_08_425952	174	100	,	,	,
10_1101-2021_01_08_425952	174	101	+	+	CC
10_1101-2021_01_08_425952	174	102	stop	stop	VB
10_1101-2021_01_08_425952	174	103	=	=	NNS
10_1101-2021_01_08_425952	174	104	as	as	IN
10_1101-2021_01_08_425952	174	105	.	.	.
10_1101-2021_01_08_425952	174	106	Date(as.character("2003	Date(as.character("2003	NNP
10_1101-2021_01_08_425952	174	107	-	-	HYPH
10_1101-2021_01_08_425952	174	108	12	12	CD
10_1101-2021_01_08_425952	174	109	-	-	SYM
10_1101-2021_01_08_425952	174	110	31	31	CD
10_1101-2021_01_08_425952	174	111	"	"	''
10_1101-2021_01_08_425952	174	112	)	)	-RRB-
10_1101-2021_01_08_425952	174	113	)	)	-RRB-
10_1101-2021_01_08_425952	174	114	)	)	-RRB-
10_1101-2021_01_08_425952	174	115	>	>	XX
10_1101-2021_01_08_425952	174	116	date2004DF	date2004DF	NNP
10_1101-2021_01_08_425952	174	117	<	<	XX
10_1101-2021_01_08_425952	174	118	-	-	HYPH
10_1101-2021_01_08_425952	174	119	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	174	120	=	=	SYM
10_1101-2021_01_08_425952	174	121	unlist(getUniquePatidList(testTherapyDF	unlist(getUniquePatidList(testTherapyDF	NNS
10_1101-2021_01_08_425952	174	122	)	)	-RRB-
10_1101-2021_01_08_425952	174	123	)	)	-RRB-
10_1101-2021_01_08_425952	174	124	,	,	,
10_1101-2021_01_08_425952	174	125	+	+	CC
10_1101-2021_01_08_425952	174	126	start	start	VB
10_1101-2021_01_08_425952	174	127	=	=	NNS
10_1101-2021_01_08_425952	174	128	as	as	IN
10_1101-2021_01_08_425952	174	129	.	.	.
10_1101-2021_01_08_425952	174	130	Date(as.character("2004	Date(as.character("2004	NNP
10_1101-2021_01_08_425952	174	131	-	-	HYPH
10_1101-2021_01_08_425952	174	132	01	01	CD
10_1101-2021_01_08_425952	174	133	-	-	HYPH
10_1101-2021_01_08_425952	174	134	01	01	CD
10_1101-2021_01_08_425952	174	135	"	"	''
10_1101-2021_01_08_425952	174	136	)	)	-RRB-
10_1101-2021_01_08_425952	174	137	)	)	-RRB-
10_1101-2021_01_08_425952	174	138	,	,	,
10_1101-2021_01_08_425952	174	139	+	+	CC
10_1101-2021_01_08_425952	174	140	stop	stop	VB
10_1101-2021_01_08_425952	174	141	=	=	NNS
10_1101-2021_01_08_425952	174	142	as	as	IN
10_1101-2021_01_08_425952	174	143	.	.	.
10_1101-2021_01_08_425952	174	144	Date(as.character("2004	Date(as.character("2004	NNP
10_1101-2021_01_08_425952	174	145	-	-	HYPH
10_1101-2021_01_08_425952	174	146	12	12	CD
10_1101-2021_01_08_425952	174	147	-	-	SYM
10_1101-2021_01_08_425952	174	148	31	31	CD
10_1101-2021_01_08_425952	174	149	"	"	''
10_1101-2021_01_08_425952	174	150	)	)	-RRB-
10_1101-2021_01_08_425952	174	151	)	)	-RRB-
10_1101-2021_01_08_425952	174	152	)	)	-RRB-
10_1101-2021_01_08_425952	174	153	>	>	XX
10_1101-2021_01_08_425952	174	154	#	#	$
10_1101-2021_01_08_425952	174	155	Retrieve	retrieve	NN
10_1101-2021_01_08_425952	174	156	prescription	prescription	NN
10_1101-2021_01_08_425952	174	157	frequencies	frequency	NNS
10_1101-2021_01_08_425952	174	158	per	per	IN
10_1101-2021_01_08_425952	174	159	binned	bin	VBN
10_1101-2021_01_08_425952	174	160	range	range	NN
10_1101-2021_01_08_425952	174	161	>	>	XX
10_1101-2021_01_08_425952	174	162	amitResult2000	amitResult2000	NNP
10_1101-2021_01_08_425952	174	163	<	<	XX
10_1101-2021_01_08_425952	174	164	-	-	HYPH
10_1101-2021_01_08_425952	174	165	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	174	166	=	=	-RRB-
10_1101-2021_01_08_425952	174	167	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	174	168	,	,	,
10_1101-2021_01_08_425952	174	169	+	+	CC
10_1101-2021_01_08_425952	174	170	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	174	171	=	=	SYM
10_1101-2021_01_08_425952	174	172	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	174	173	,	,	,
10_1101-2021_01_08_425952	174	174	.CC	.CC	:
10_1101-2021_01_08_425952	174	175	-	-	:
10_1101-2021_01_08_425952	174	176	BY	by	IN
10_1101-2021_01_08_425952	174	177	-	-	HYPH
10_1101-2021_01_08_425952	174	178	ND	ND	NNP
10_1101-2021_01_08_425952	174	179	4.0	4.0	CD
10_1101-2021_01_08_425952	174	180	International	international	JJ
10_1101-2021_01_08_425952	174	181	licensemade	licensemade	NN
10_1101-2021_01_08_425952	174	182	available	available	JJ
10_1101-2021_01_08_425952	174	183	under	under	IN
10_1101-2021_01_08_425952	174	184	a	a	DT
10_1101-2021_01_08_425952	174	185	(	(	-LRB-
10_1101-2021_01_08_425952	174	186	which	which	WDT
10_1101-2021_01_08_425952	174	187	was	be	VBD
10_1101-2021_01_08_425952	174	188	not	not	RB
10_1101-2021_01_08_425952	174	189	certified	certify	VBN
10_1101-2021_01_08_425952	174	190	by	by	IN
10_1101-2021_01_08_425952	174	191	peer	peer	NN
10_1101-2021_01_08_425952	174	192	review	review	NN
10_1101-2021_01_08_425952	174	193	)	)	-RRB-
10_1101-2021_01_08_425952	174	194	is	be	VBZ
10_1101-2021_01_08_425952	174	195	the	the	DT
10_1101-2021_01_08_425952	174	196	author	author	NN
10_1101-2021_01_08_425952	174	197	/	/	SYM
10_1101-2021_01_08_425952	174	198	funder	funder	NN
10_1101-2021_01_08_425952	174	199	,	,	,
10_1101-2021_01_08_425952	174	200	who	who	WP
10_1101-2021_01_08_425952	174	201	has	have	VBZ
10_1101-2021_01_08_425952	174	202	granted	grant	VBN
10_1101-2021_01_08_425952	174	203	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	174	204	a	a	DT
10_1101-2021_01_08_425952	174	205	license	license	NN
10_1101-2021_01_08_425952	174	206	to	to	TO
10_1101-2021_01_08_425952	174	207	display	display	VB
10_1101-2021_01_08_425952	174	208	the	the	DT
10_1101-2021_01_08_425952	174	209	preprint	preprint	NN
10_1101-2021_01_08_425952	174	210	in	in	IN
10_1101-2021_01_08_425952	174	211	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	174	212	.	.	.
10_1101-2021_01_08_425952	175	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	175	2	is	be	VBZ
10_1101-2021_01_08_425952	175	3	The	the	DT
10_1101-2021_01_08_425952	175	4	copyright	copyright	NN
10_1101-2021_01_08_425952	175	5	holder	holder	NN
10_1101-2021_01_08_425952	175	6	for	for	IN
10_1101-2021_01_08_425952	175	7	this	this	DT
10_1101-2021_01_08_425952	175	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	175	9	version	version	NN
10_1101-2021_01_08_425952	175	10	posted	post	VBD
10_1101-2021_01_08_425952	175	11	January	January	NNP
10_1101-2021_01_08_425952	175	12	9	9	CD
10_1101-2021_01_08_425952	175	13	,	,	,
10_1101-2021_01_08_425952	175	14	2021	2021	CD
10_1101-2021_01_08_425952	175	15	.	.	.
10_1101-2021_01_08_425952	175	16	;	;	:
10_1101-2021_01_08_425952	175	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	175	18	:	:	:
10_1101-2021_01_08_425952	175	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	175	20	preprint	preprint	NN
10_1101-2021_01_08_425952	175	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	175	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	175	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	175	24	of	of	IN
10_1101-2021_01_08_425952	175	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	175	26	Software	Software	NNP
10_1101-2021_01_08_425952	175	27	15	15	CD
10_1101-2021_01_08_425952	175	28	+	+	SYM
10_1101-2021_01_08_425952	175	29	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	175	30	=	=	SYM
10_1101-2021_01_08_425952	175	31	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	175	32	,	,	,
10_1101-2021_01_08_425952	175	33	+	+	CC
10_1101-2021_01_08_425952	175	34	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	175	35	=	=	NFP
10_1101-2021_01_08_425952	175	36	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	175	37	,	,	,
10_1101-2021_01_08_425952	175	38	+	+	CC
10_1101-2021_01_08_425952	175	39	severity	severity	NN
10_1101-2021_01_08_425952	175	40	=	=	SYM
10_1101-2021_01_08_425952	175	41	1	1	CD
10_1101-2021_01_08_425952	175	42	,	,	,
10_1101-2021_01_08_425952	175	43	+	+	CC
10_1101-2021_01_08_425952	175	44	dateDF	datedf	NN
10_1101-2021_01_08_425952	175	45	=	=	SYM
10_1101-2021_01_08_425952	175	46	date2000DF	date2000DF	NNS
10_1101-2021_01_08_425952	175	47	)	)	-RRB-
10_1101-2021_01_08_425952	175	48	>	>	XX
10_1101-2021_01_08_425952	175	49	amitResult2001	amitResult2001	NNP
10_1101-2021_01_08_425952	175	50	<	<	XX
10_1101-2021_01_08_425952	175	51	-	-	HYPH
10_1101-2021_01_08_425952	175	52	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	175	53	=	=	-RRB-
10_1101-2021_01_08_425952	175	54	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	175	55	,	,	,
10_1101-2021_01_08_425952	175	56	+	+	CC
10_1101-2021_01_08_425952	175	57	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	175	58	=	=	SYM
10_1101-2021_01_08_425952	175	59	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	175	60	,	,	,
10_1101-2021_01_08_425952	175	61	+	+	CC
10_1101-2021_01_08_425952	175	62	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	175	63	=	=	SYM
10_1101-2021_01_08_425952	175	64	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	175	65	,	,	,
10_1101-2021_01_08_425952	175	66	+	+	CC
10_1101-2021_01_08_425952	175	67	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	175	68	=	=	NFP
10_1101-2021_01_08_425952	175	69	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	175	70	,	,	,
10_1101-2021_01_08_425952	175	71	+	+	CC
10_1101-2021_01_08_425952	175	72	severity	severity	NN
10_1101-2021_01_08_425952	175	73	=	=	SYM
10_1101-2021_01_08_425952	175	74	1	1	CD
10_1101-2021_01_08_425952	175	75	,	,	,
10_1101-2021_01_08_425952	175	76	+	+	CC
10_1101-2021_01_08_425952	175	77	dateDF	dateDF	NNP
10_1101-2021_01_08_425952	175	78	=	=	SYM
10_1101-2021_01_08_425952	175	79	date2001DF	date2001df	FW
10_1101-2021_01_08_425952	175	80	)	)	-RRB-
10_1101-2021_01_08_425952	175	81	>	>	XX
10_1101-2021_01_08_425952	175	82	amitResult2002	amitResult2002	NNP
10_1101-2021_01_08_425952	175	83	<	<	XX
10_1101-2021_01_08_425952	175	84	-	-	HYPH
10_1101-2021_01_08_425952	175	85	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	175	86	=	=	-RRB-
10_1101-2021_01_08_425952	175	87	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	175	88	,	,	,
10_1101-2021_01_08_425952	175	89	+	+	CC
10_1101-2021_01_08_425952	175	90	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	175	91	=	=	SYM
10_1101-2021_01_08_425952	175	92	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	175	93	,	,	,
10_1101-2021_01_08_425952	175	94	+	+	CC
10_1101-2021_01_08_425952	175	95	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	175	96	=	=	SYM
10_1101-2021_01_08_425952	175	97	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	175	98	,	,	,
10_1101-2021_01_08_425952	175	99	+	+	CC
10_1101-2021_01_08_425952	175	100	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	175	101	=	=	NFP
10_1101-2021_01_08_425952	175	102	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	175	103	,	,	,
10_1101-2021_01_08_425952	175	104	+	+	CC
10_1101-2021_01_08_425952	175	105	severity	severity	NN
10_1101-2021_01_08_425952	175	106	=	=	SYM
10_1101-2021_01_08_425952	175	107	1	1	CD
10_1101-2021_01_08_425952	175	108	,	,	,
10_1101-2021_01_08_425952	175	109	+	+	CC
10_1101-2021_01_08_425952	175	110	dateDF	dateDF	NNP
10_1101-2021_01_08_425952	175	111	=	=	SYM
10_1101-2021_01_08_425952	175	112	date2002DF	date2002df	VBP
10_1101-2021_01_08_425952	175	113	)	)	-RRB-
10_1101-2021_01_08_425952	175	114	>	>	XX
10_1101-2021_01_08_425952	175	115	amitResult2003	amitresult2003	XX
10_1101-2021_01_08_425952	175	116	<	<	XX
10_1101-2021_01_08_425952	175	117	-	-	HYPH
10_1101-2021_01_08_425952	175	118	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	175	119	=	=	-RRB-
10_1101-2021_01_08_425952	175	120	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	175	121	,	,	,
10_1101-2021_01_08_425952	175	122	+	+	CC
10_1101-2021_01_08_425952	175	123	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	175	124	=	=	SYM
10_1101-2021_01_08_425952	175	125	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	175	126	,	,	,
10_1101-2021_01_08_425952	175	127	+	+	CC
10_1101-2021_01_08_425952	175	128	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	175	129	=	=	SYM
10_1101-2021_01_08_425952	175	130	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	175	131	,	,	,
10_1101-2021_01_08_425952	175	132	+	+	CC
10_1101-2021_01_08_425952	175	133	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	175	134	=	=	NFP
10_1101-2021_01_08_425952	175	135	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	175	136	,	,	,
10_1101-2021_01_08_425952	175	137	+	+	CC
10_1101-2021_01_08_425952	175	138	severity	severity	NN
10_1101-2021_01_08_425952	175	139	=	=	SYM
10_1101-2021_01_08_425952	175	140	1	1	CD
10_1101-2021_01_08_425952	175	141	,	,	,
10_1101-2021_01_08_425952	175	142	+	+	CC
10_1101-2021_01_08_425952	175	143	dateDF	dateDF	NNP
10_1101-2021_01_08_425952	175	144	=	=	SYM
10_1101-2021_01_08_425952	175	145	date2003DF	date2003df	NN
10_1101-2021_01_08_425952	175	146	)	)	-RRB-
10_1101-2021_01_08_425952	175	147	>	>	XX
10_1101-2021_01_08_425952	175	148	amitResult2004	amitResult2004	NNP
10_1101-2021_01_08_425952	175	149	<	<	XX
10_1101-2021_01_08_425952	175	150	-	-	HYPH
10_1101-2021_01_08_425952	175	151	matchDrugWithDisease(clinicalDF	matchDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	175	152	=	=	-RRB-
10_1101-2021_01_08_425952	175	153	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	175	154	,	,	,
10_1101-2021_01_08_425952	175	155	+	+	CC
10_1101-2021_01_08_425952	175	156	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	175	157	=	=	SYM
10_1101-2021_01_08_425952	175	158	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	175	159	,	,	,
10_1101-2021_01_08_425952	175	160	+	+	CC
10_1101-2021_01_08_425952	175	161	medcodeList	medcodeList	NNS
10_1101-2021_01_08_425952	175	162	=	=	SYM
10_1101-2021_01_08_425952	175	163	headacheCodes	headachecode	NNS
10_1101-2021_01_08_425952	175	164	,	,	,
10_1101-2021_01_08_425952	175	165	+	+	CC
10_1101-2021_01_08_425952	175	166	drugcodeList	drugcodelist	NN
10_1101-2021_01_08_425952	175	167	=	=	NFP
10_1101-2021_01_08_425952	175	168	amitriptylineCodes	amitriptylinecode	NNS
10_1101-2021_01_08_425952	175	169	,	,	,
10_1101-2021_01_08_425952	175	170	+	+	CC
10_1101-2021_01_08_425952	175	171	severity	severity	NN
10_1101-2021_01_08_425952	175	172	=	=	SYM
10_1101-2021_01_08_425952	175	173	1	1	CD
10_1101-2021_01_08_425952	175	174	,	,	,
10_1101-2021_01_08_425952	175	175	+	+	CC
10_1101-2021_01_08_425952	175	176	dateDF	dateDF	NNP
10_1101-2021_01_08_425952	175	177	=	=	SYM
10_1101-2021_01_08_425952	175	178	date2004DF	date2004df	NN
10_1101-2021_01_08_425952	175	179	)	)	-RRB-
10_1101-2021_01_08_425952	175	180	>	>	XX
10_1101-2021_01_08_425952	175	181	#	#	$
10_1101-2021_01_08_425952	175	182	The	the	DT
10_1101-2021_01_08_425952	175	183	number	number	NN
10_1101-2021_01_08_425952	175	184	of	of	IN
10_1101-2021_01_08_425952	175	185	patids	patid	NNS
10_1101-2021_01_08_425952	175	186	returned	return	VBN
10_1101-2021_01_08_425952	175	187	by	by	IN
10_1101-2021_01_08_425952	175	188	matchDrugWithDisease	matchdrugwithdisease	PRP
10_1101-2021_01_08_425952	175	189	is	be	VBZ
10_1101-2021_01_08_425952	175	190	equal	equal	JJ
10_1101-2021_01_08_425952	175	191	to	to	IN
10_1101-2021_01_08_425952	175	192	the	the	DT
10_1101-2021_01_08_425952	175	193	number	number	NN
10_1101-2021_01_08_425952	175	194	>	>	XX
10_1101-2021_01_08_425952	175	195	#	#	NN
10_1101-2021_01_08_425952	175	196	of	of	IN
10_1101-2021_01_08_425952	175	197	patients	patient	NNS
10_1101-2021_01_08_425952	175	198	with	with	IN
10_1101-2021_01_08_425952	175	199	a	a	DT
10_1101-2021_01_08_425952	175	200	drug	drug	NN
10_1101-2021_01_08_425952	175	201	-	-	HYPH
10_1101-2021_01_08_425952	175	202	disease	disease	NN
10_1101-2021_01_08_425952	175	203	match	match	NN
10_1101-2021_01_08_425952	175	204	per	per	IN
10_1101-2021_01_08_425952	175	205	year	year	NN
10_1101-2021_01_08_425952	175	206	>	>	XX
10_1101-2021_01_08_425952	175	207	dataDF	dataDF	NNP
10_1101-2021_01_08_425952	175	208	<	<	XX
10_1101-2021_01_08_425952	175	209	-	-	HYPH
10_1101-2021_01_08_425952	175	210	data.frame(Year	data.frame(year	ADD
10_1101-2021_01_08_425952	175	211	=	=	NFP
10_1101-2021_01_08_425952	175	212	c("2000","2001","2002","2003","2004	c("2000","2001","2002","2003","2004	NN
10_1101-2021_01_08_425952	175	213	"	"	''
10_1101-2021_01_08_425952	175	214	)	)	-RRB-
10_1101-2021_01_08_425952	175	215	,	,	,
10_1101-2021_01_08_425952	175	216	+	+	CC
10_1101-2021_01_08_425952	175	217	Count	Count	NNP
10_1101-2021_01_08_425952	175	218	=	=	SYM
10_1101-2021_01_08_425952	175	219	c(length(amitResult2000),length(amitResult2001	c(length(amitResult2000),length(amitResult2001	NNP
10_1101-2021_01_08_425952	175	220	)	)	-RRB-
10_1101-2021_01_08_425952	175	221	,	,	,
10_1101-2021_01_08_425952	175	222	+	+	CC
10_1101-2021_01_08_425952	175	223	length(amitResult2002),length(amitResult2003	length(amitresult2002),length(amitresult2003	NN
10_1101-2021_01_08_425952	175	224	)	)	-RRB-
10_1101-2021_01_08_425952	175	225	,	,	,
10_1101-2021_01_08_425952	175	226	+	+	CC
10_1101-2021_01_08_425952	175	227	length(amitResult2004	length(amitresult2004	NN
10_1101-2021_01_08_425952	175	228	)	)	-RRB-
10_1101-2021_01_08_425952	175	229	)	)	-RRB-
10_1101-2021_01_08_425952	175	230	)	)	-RRB-
10_1101-2021_01_08_425952	175	231	>	>	XX
10_1101-2021_01_08_425952	175	232	ggPrescriptionYear	ggPrescriptionYear	NNP
10_1101-2021_01_08_425952	175	233	<	<	XX
10_1101-2021_01_08_425952	175	234	-	-	HYPH
10_1101-2021_01_08_425952	175	235	ggplot(dataDF	ggplot(dataDF	NNP
10_1101-2021_01_08_425952	175	236	,	,	,
10_1101-2021_01_08_425952	175	237	aes(x	aes(x	NNP
10_1101-2021_01_08_425952	175	238	=	=	-RRB-
10_1101-2021_01_08_425952	175	239	Year	year	NN
10_1101-2021_01_08_425952	175	240	,	,	,
10_1101-2021_01_08_425952	175	241	y	y	NNP
10_1101-2021_01_08_425952	175	242	=	=	SYM
10_1101-2021_01_08_425952	175	243	Count	Count	NNP
10_1101-2021_01_08_425952	175	244	)	)	-RRB-
10_1101-2021_01_08_425952	175	245	)	)	-RRB-
10_1101-2021_01_08_425952	175	246	+	+	NFP
10_1101-2021_01_08_425952	175	247	+	+	SYM
10_1101-2021_01_08_425952	175	248	geom_bar(stat	geom_bar(stat	NN
10_1101-2021_01_08_425952	175	249	=	=	SYM
10_1101-2021_01_08_425952	175	250	"	"	``
10_1101-2021_01_08_425952	175	251	identity	identity	NN
10_1101-2021_01_08_425952	175	252	"	"	''
10_1101-2021_01_08_425952	175	253	)	)	-RRB-
10_1101-2021_01_08_425952	175	254	+	+	NFP
10_1101-2021_01_08_425952	175	255	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	175	256	(	(	-LRB-
10_1101-2021_01_08_425952	175	257	)	)	-RRB-
10_1101-2021_01_08_425952	175	258	getPatientsWithFirstDrugWithDisease	getPatientsWithFirstDrugWithDisease	VBN
10_1101-2021_01_08_425952	175	259	Unlike	unlike	IN
10_1101-2021_01_08_425952	175	260	matchDrugWithDisease	matchdrugwithdisease	PRP
10_1101-2021_01_08_425952	175	261	which	which	WDT
10_1101-2021_01_08_425952	175	262	retrieves	retrieve	VBZ
10_1101-2021_01_08_425952	175	263	patients	patient	NNS
10_1101-2021_01_08_425952	175	264	with	with	IN
10_1101-2021_01_08_425952	175	265	a	a	DT
10_1101-2021_01_08_425952	175	266	prescription	prescription	NN
10_1101-2021_01_08_425952	175	267	event	event	NN
10_1101-2021_01_08_425952	175	268	matching	match	VBG
10_1101-2021_01_08_425952	175	269	clinical	clinical	JJ
10_1101-2021_01_08_425952	175	270	criteria	criterion	NNS
10_1101-2021_01_08_425952	175	271	at	at	IN
10_1101-2021_01_08_425952	175	272	any	any	DT
10_1101-2021_01_08_425952	175	273	time	time	NN
10_1101-2021_01_08_425952	175	274	within	within	IN
10_1101-2021_01_08_425952	175	275	a	a	DT
10_1101-2021_01_08_425952	175	276	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	175	277	EHR	ehr	NN
10_1101-2021_01_08_425952	175	278	record	record	NN
10_1101-2021_01_08_425952	175	279	,	,	,
10_1101-2021_01_08_425952	175	280	getPatientsWithFirstDrugWithDisease	getPatientsWithFirstDrugWithDisease	NNP
10_1101-2021_01_08_425952	175	281	identifies	identify	VBZ
10_1101-2021_01_08_425952	175	282	patients	patient	NNS
10_1101-2021_01_08_425952	175	283	with	with	IN
10_1101-2021_01_08_425952	175	284	a	a	DT
10_1101-2021_01_08_425952	175	285	first	first	JJ
10_1101-2021_01_08_425952	175	286	prescription	prescription	NN
10_1101-2021_01_08_425952	175	287	event	event	NN
10_1101-2021_01_08_425952	175	288	that	that	WDT
10_1101-2021_01_08_425952	175	289	matches	match	VBZ
10_1101-2021_01_08_425952	175	290	a	a	DT
10_1101-2021_01_08_425952	175	291	desired	desire	VBN
10_1101-2021_01_08_425952	175	292	clinical	clinical	JJ
10_1101-2021_01_08_425952	175	293	event	event	NN
10_1101-2021_01_08_425952	175	294	.	.	.
10_1101-2021_01_08_425952	176	1	Please	please	UH
10_1101-2021_01_08_425952	176	2	note	note	VB
10_1101-2021_01_08_425952	176	3	,	,	,
10_1101-2021_01_08_425952	176	4	care	care	NN
10_1101-2021_01_08_425952	176	5	must	must	MD
10_1101-2021_01_08_425952	176	6	be	be	VB
10_1101-2021_01_08_425952	176	7	taken	take	VBN
10_1101-2021_01_08_425952	176	8	when	when	WRB
10_1101-2021_01_08_425952	176	9	searching	search	VBG
10_1101-2021_01_08_425952	176	10	for	for	IN
10_1101-2021_01_08_425952	176	11	medication	medication	NN
10_1101-2021_01_08_425952	176	12	with	with	IN
10_1101-2021_01_08_425952	176	13	off	off	IN
10_1101-2021_01_08_425952	176	14	-	-	HYPH
10_1101-2021_01_08_425952	176	15	label	label	NN
10_1101-2021_01_08_425952	176	16	uses	use	NNS
10_1101-2021_01_08_425952	176	17	.	.	.
10_1101-2021_01_08_425952	177	1	For	for	IN
10_1101-2021_01_08_425952	177	2	example	example	NN
10_1101-2021_01_08_425952	177	3	,	,	,
10_1101-2021_01_08_425952	177	4	beta	beta	NN
10_1101-2021_01_08_425952	177	5	-	-	HYPH
10_1101-2021_01_08_425952	177	6	blockers	blocker	NNS
10_1101-2021_01_08_425952	177	7	are	be	VBP
10_1101-2021_01_08_425952	177	8	frequently	frequently	RB
10_1101-2021_01_08_425952	177	9	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	177	10	to	to	TO
10_1101-2021_01_08_425952	177	11	treat	treat	VB
10_1101-2021_01_08_425952	177	12	hypertension	hypertension	NN
10_1101-2021_01_08_425952	177	13	and	and	CC
10_1101-2021_01_08_425952	177	14	arrhythmia	arrhythmia	NN
10_1101-2021_01_08_425952	177	15	,	,	,
10_1101-2021_01_08_425952	177	16	however	however	RB
10_1101-2021_01_08_425952	177	17	,	,	,
10_1101-2021_01_08_425952	177	18	the	the	DT
10_1101-2021_01_08_425952	177	19	beta	beta	NN
10_1101-2021_01_08_425952	177	20	-	-	HYPH
10_1101-2021_01_08_425952	177	21	blocker	blocker	NN
10_1101-2021_01_08_425952	177	22	propranolol	propranolol	NN
10_1101-2021_01_08_425952	177	23	is	be	VBZ
10_1101-2021_01_08_425952	177	24	also	also	RB
10_1101-2021_01_08_425952	177	25	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	177	26	to	to	TO
10_1101-2021_01_08_425952	177	27	treat	treat	VB
10_1101-2021_01_08_425952	177	28	migraine	migraine	NN
10_1101-2021_01_08_425952	177	29	.	.	.
10_1101-2021_01_08_425952	178	1	Without	without	IN
10_1101-2021_01_08_425952	178	2	in	in	IN
10_1101-2021_01_08_425952	178	3	depth	depth	NN
10_1101-2021_01_08_425952	178	4	analysis	analysis	NN
10_1101-2021_01_08_425952	178	5	into	into	IN
10_1101-2021_01_08_425952	178	6	the	the	DT
10_1101-2021_01_08_425952	178	7	patient	patient	NN
10_1101-2021_01_08_425952	178	8	history	history	NN
10_1101-2021_01_08_425952	178	9	,	,	,
10_1101-2021_01_08_425952	178	10	patients	patient	NNS
10_1101-2021_01_08_425952	178	11	propranolol	propranolol	VBP
10_1101-2021_01_08_425952	178	12	with	with	IN
10_1101-2021_01_08_425952	178	13	records	record	NNS
10_1101-2021_01_08_425952	178	14	for	for	IN
10_1101-2021_01_08_425952	178	15	hypertension	hypertension	NN
10_1101-2021_01_08_425952	178	16	or	or	CC
10_1101-2021_01_08_425952	178	17	arrhythmia	arrhythmia	NN
10_1101-2021_01_08_425952	178	18	in	in	IN
10_1101-2021_01_08_425952	178	19	addi-	addi-	NNP
10_1101-2021_01_08_425952	178	20	tion	tion	NN
10_1101-2021_01_08_425952	178	21	to	to	IN
10_1101-2021_01_08_425952	178	22	migraine	migraine	VB
10_1101-2021_01_08_425952	178	23	on	on	IN
10_1101-2021_01_08_425952	178	24	a	a	DT
10_1101-2021_01_08_425952	178	25	matching	matching	NN
10_1101-2021_01_08_425952	178	26	eventdate	eventdate	NN
10_1101-2021_01_08_425952	178	27	with	with	IN
10_1101-2021_01_08_425952	178	28	the	the	DT
10_1101-2021_01_08_425952	178	29	first	first	JJ
10_1101-2021_01_08_425952	178	30	propranolol	propranolol	JJ
10_1101-2021_01_08_425952	178	31	prescription	prescription	NN
10_1101-2021_01_08_425952	178	32	,	,	,
10_1101-2021_01_08_425952	178	33	could	could	MD
10_1101-2021_01_08_425952	178	34	result	result	VB
10_1101-2021_01_08_425952	178	35	.CC	.CC	:
10_1101-2021_01_08_425952	178	36	-	-	:
10_1101-2021_01_08_425952	178	37	BY	by	IN
10_1101-2021_01_08_425952	178	38	-	-	HYPH
10_1101-2021_01_08_425952	178	39	ND	ND	NNP
10_1101-2021_01_08_425952	178	40	4.0	4.0	CD
10_1101-2021_01_08_425952	178	41	International	international	JJ
10_1101-2021_01_08_425952	178	42	licensemade	licensemade	NN
10_1101-2021_01_08_425952	178	43	available	available	JJ
10_1101-2021_01_08_425952	178	44	under	under	IN
10_1101-2021_01_08_425952	178	45	a	a	DT
10_1101-2021_01_08_425952	178	46	(	(	-LRB-
10_1101-2021_01_08_425952	178	47	which	which	WDT
10_1101-2021_01_08_425952	178	48	was	be	VBD
10_1101-2021_01_08_425952	178	49	not	not	RB
10_1101-2021_01_08_425952	178	50	certified	certify	VBN
10_1101-2021_01_08_425952	178	51	by	by	IN
10_1101-2021_01_08_425952	178	52	peer	peer	NN
10_1101-2021_01_08_425952	178	53	review	review	NN
10_1101-2021_01_08_425952	178	54	)	)	-RRB-
10_1101-2021_01_08_425952	178	55	is	be	VBZ
10_1101-2021_01_08_425952	178	56	the	the	DT
10_1101-2021_01_08_425952	178	57	author	author	NN
10_1101-2021_01_08_425952	178	58	/	/	SYM
10_1101-2021_01_08_425952	178	59	funder	funder	NN
10_1101-2021_01_08_425952	178	60	,	,	,
10_1101-2021_01_08_425952	178	61	who	who	WP
10_1101-2021_01_08_425952	178	62	has	have	VBZ
10_1101-2021_01_08_425952	178	63	granted	grant	VBN
10_1101-2021_01_08_425952	178	64	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	178	65	a	a	DT
10_1101-2021_01_08_425952	178	66	license	license	NN
10_1101-2021_01_08_425952	178	67	to	to	TO
10_1101-2021_01_08_425952	178	68	display	display	VB
10_1101-2021_01_08_425952	178	69	the	the	DT
10_1101-2021_01_08_425952	178	70	preprint	preprint	NN
10_1101-2021_01_08_425952	178	71	in	in	IN
10_1101-2021_01_08_425952	178	72	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	178	73	.	.	.
10_1101-2021_01_08_425952	179	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	179	2	is	be	VBZ
10_1101-2021_01_08_425952	179	3	The	the	DT
10_1101-2021_01_08_425952	179	4	copyright	copyright	NN
10_1101-2021_01_08_425952	179	5	holder	holder	NN
10_1101-2021_01_08_425952	179	6	for	for	IN
10_1101-2021_01_08_425952	179	7	this	this	DT
10_1101-2021_01_08_425952	179	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	179	9	version	version	NN
10_1101-2021_01_08_425952	179	10	posted	post	VBD
10_1101-2021_01_08_425952	179	11	January	January	NNP
10_1101-2021_01_08_425952	179	12	9	9	CD
10_1101-2021_01_08_425952	179	13	,	,	,
10_1101-2021_01_08_425952	179	14	2021	2021	CD
10_1101-2021_01_08_425952	179	15	.	.	.
10_1101-2021_01_08_425952	179	16	;	;	:
10_1101-2021_01_08_425952	179	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	179	18	:	:	:
10_1101-2021_01_08_425952	179	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	179	20	preprint	preprint	NN
10_1101-2021_01_08_425952	179	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	179	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	179	23	16	16	CD
10_1101-2021_01_08_425952	179	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	179	25	:	:	:
10_1101-2021_01_08_425952	179	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	179	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	179	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	179	29	in	in	IN
10_1101-2021_01_08_425952	179	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	179	31	Health	Health	NNP
10_1101-2021_01_08_425952	179	32	Care	Care	NNP
10_1101-2021_01_08_425952	179	33	Records	Records	NNPS
10_1101-2021_01_08_425952	179	34	0	0	NFP
10_1101-2021_01_08_425952	179	35	100	100	CD
10_1101-2021_01_08_425952	179	36	200	200	CD
10_1101-2021_01_08_425952	179	37	300	300	CD
10_1101-2021_01_08_425952	179	38	2000	2000	CD
10_1101-2021_01_08_425952	179	39	2001	2001	CD
10_1101-2021_01_08_425952	179	40	2002	2002	CD
10_1101-2021_01_08_425952	179	41	2003	2003	CD
10_1101-2021_01_08_425952	179	42	2004	2004	CD
10_1101-2021_01_08_425952	179	43	Year	year	NN
10_1101-2021_01_08_425952	179	44	C	C	NNP
10_1101-2021_01_08_425952	179	45	o	o	NN
10_1101-2021_01_08_425952	179	46	u	u	NN
10_1101-2021_01_08_425952	179	47	n	n	NNP
10_1101-2021_01_08_425952	179	48	t	t	NNP
10_1101-2021_01_08_425952	179	49	Figure	Figure	NNP
10_1101-2021_01_08_425952	179	50	2	2	CD
10_1101-2021_01_08_425952	179	51	:	:	:
10_1101-2021_01_08_425952	179	52	The	the	DT
10_1101-2021_01_08_425952	179	53	number	number	NN
10_1101-2021_01_08_425952	179	54	of	of	IN
10_1101-2021_01_08_425952	179	55	patients	patient	NNS
10_1101-2021_01_08_425952	179	56	prescribed	prescribe	VBD
10_1101-2021_01_08_425952	179	57	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	179	58	from	from	IN
10_1101-2021_01_08_425952	179	59	the	the	DT
10_1101-2021_01_08_425952	179	60	start	start	NN
10_1101-2021_01_08_425952	179	61	of	of	IN
10_1101-2021_01_08_425952	179	62	the	the	DT
10_1101-2021_01_08_425952	179	63	year	year	NN
10_1101-2021_01_08_425952	179	64	2000	2000	CD
10_1101-2021_01_08_425952	179	65	to	to	IN
10_1101-2021_01_08_425952	179	66	the	the	DT
10_1101-2021_01_08_425952	179	67	end	end	NN
10_1101-2021_01_08_425952	179	68	of	of	IN
10_1101-2021_01_08_425952	179	69	2004	2004	CD
10_1101-2021_01_08_425952	179	70	,	,	,
10_1101-2021_01_08_425952	179	71	stratified	stratify	VBN
10_1101-2021_01_08_425952	179	72	in	in	IN
10_1101-2021_01_08_425952	179	73	year	year	NN
10_1101-2021_01_08_425952	179	74	intervals	interval	NNS
10_1101-2021_01_08_425952	179	75	.	.	.
10_1101-2021_01_08_425952	180	1	in	in	IN
10_1101-2021_01_08_425952	180	2	a	a	DT
10_1101-2021_01_08_425952	180	3	misleading	misleading	JJ
10_1101-2021_01_08_425952	180	4	disease	disease	NN
10_1101-2021_01_08_425952	180	5	-	-	HYPH
10_1101-2021_01_08_425952	180	6	drug	drug	NN
10_1101-2021_01_08_425952	180	7	association	association	NN
10_1101-2021_01_08_425952	180	8	.	.	.
10_1101-2021_01_08_425952	181	1	In	in	IN
10_1101-2021_01_08_425952	181	2	cases	case	NNS
10_1101-2021_01_08_425952	181	3	where	where	WRB
10_1101-2021_01_08_425952	181	4	a	a	DT
10_1101-2021_01_08_425952	181	5	health	health	NN
10_1101-2021_01_08_425952	181	6	care	care	NN
10_1101-2021_01_08_425952	181	7	professional	professional	NN
10_1101-2021_01_08_425952	181	8	suggests	suggest	VBZ
10_1101-2021_01_08_425952	181	9	a	a	DT
10_1101-2021_01_08_425952	181	10	change	change	NN
10_1101-2021_01_08_425952	181	11	in	in	IN
10_1101-2021_01_08_425952	181	12	the	the	DT
10_1101-2021_01_08_425952	181	13	patient	patient	NN
10_1101-2021_01_08_425952	181	14	’s	’s	POS
10_1101-2021_01_08_425952	181	15	lifestyle	lifestyle	NN
10_1101-2021_01_08_425952	181	16	choices	choice	NNS
10_1101-2021_01_08_425952	181	17	,	,	,
10_1101-2021_01_08_425952	181	18	that	that	DT
10_1101-2021_01_08_425952	181	19	patient	patient	NN
10_1101-2021_01_08_425952	181	20	may	may	MD
10_1101-2021_01_08_425952	181	21	have	have	VB
10_1101-2021_01_08_425952	181	22	several	several	JJ
10_1101-2021_01_08_425952	181	23	clinical	clinical	JJ
10_1101-2021_01_08_425952	181	24	events	event	NNS
10_1101-2021_01_08_425952	181	25	free	free	JJ
10_1101-2021_01_08_425952	181	26	from	from	IN
10_1101-2021_01_08_425952	181	27	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	181	28	before	before	IN
10_1101-2021_01_08_425952	181	29	the	the	DT
10_1101-2021_01_08_425952	181	30	first	first	JJ
10_1101-2021_01_08_425952	181	31	prescription	prescription	NN
10_1101-2021_01_08_425952	181	32	of	of	IN
10_1101-2021_01_08_425952	181	33	interest	interest	NN
10_1101-2021_01_08_425952	181	34	is	be	VBZ
10_1101-2021_01_08_425952	181	35	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	181	36	.	.	.
10_1101-2021_01_08_425952	182	1	Using	use	VBG
10_1101-2021_01_08_425952	182	2	basic	basic	JJ
10_1101-2021_01_08_425952	182	3	subsetting	subsette	VBG
10_1101-2021_01_08_425952	182	4	one	one	PRP
10_1101-2021_01_08_425952	182	5	can	can	MD
10_1101-2021_01_08_425952	182	6	calculate	calculate	VB
10_1101-2021_01_08_425952	182	7	the	the	DT
10_1101-2021_01_08_425952	182	8	number	number	NN
10_1101-2021_01_08_425952	182	9	of	of	IN
10_1101-2021_01_08_425952	182	10	clinical	clinical	JJ
10_1101-2021_01_08_425952	182	11	events	event	NNS
10_1101-2021_01_08_425952	182	12	before	before	IN
10_1101-2021_01_08_425952	182	13	the	the	DT
10_1101-2021_01_08_425952	182	14	patient	patient	NN
10_1101-2021_01_08_425952	182	15	’s	’s	POS
10_1101-2021_01_08_425952	182	16	first	first	JJ
10_1101-2021_01_08_425952	182	17	prescription	prescription	NN
10_1101-2021_01_08_425952	182	18	intervention	intervention	NN
10_1101-2021_01_08_425952	182	19	(	(	-LRB-
10_1101-2021_01_08_425952	182	20	Figure	figure	NN
10_1101-2021_01_08_425952	182	21	3	3	CD
10_1101-2021_01_08_425952	182	22	A	a	NN
10_1101-2021_01_08_425952	182	23	)	)	-RRB-
10_1101-2021_01_08_425952	182	24	.	.	.
10_1101-2021_01_08_425952	183	1	Further	further	RB
10_1101-2021_01_08_425952	183	2	more	more	JJR
10_1101-2021_01_08_425952	183	3	,	,	,
10_1101-2021_01_08_425952	183	4	we	-PRON-	PRP
10_1101-2021_01_08_425952	183	5	can	can	MD
10_1101-2021_01_08_425952	183	6	stratify	stratify	VB
10_1101-2021_01_08_425952	183	7	patients	patient	NNS
10_1101-2021_01_08_425952	183	8	into	into	IN
10_1101-2021_01_08_425952	183	9	subgroups	subgroup	NNS
10_1101-2021_01_08_425952	183	10	(	(	-LRB-
10_1101-2021_01_08_425952	183	11	Figure	figure	NN
10_1101-2021_01_08_425952	183	12	3	3	CD
10_1101-2021_01_08_425952	183	13	B	B	NNP
10_1101-2021_01_08_425952	183	14	)	)	-RRB-
10_1101-2021_01_08_425952	183	15	:	:	:
10_1101-2021_01_08_425952	183	16	>	>	XX
10_1101-2021_01_08_425952	183	17	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	183	18	)	)	-RRB-
10_1101-2021_01_08_425952	183	19	>	>	XX
10_1101-2021_01_08_425952	183	20	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	183	21	)	)	-RRB-
10_1101-2021_01_08_425952	183	22	>	>	XX
10_1101-2021_01_08_425952	183	23	#	#	$
10_1101-2021_01_08_425952	183	24	A	a	DT
10_1101-2021_01_08_425952	183	25	vector	vector	NN
10_1101-2021_01_08_425952	183	26	of	of	IN
10_1101-2021_01_08_425952	183	27	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	183	28	of	of	IN
10_1101-2021_01_08_425952	183	29	interest	interest	NN
10_1101-2021_01_08_425952	183	30	.	.	.
10_1101-2021_01_08_425952	184	1	>	>	XX
10_1101-2021_01_08_425952	184	2	drugList	druglist	XX
10_1101-2021_01_08_425952	184	3	<	<	XX
10_1101-2021_01_08_425952	184	4	-	-	HYPH
10_1101-2021_01_08_425952	184	5	unique(testTherapyDF$prodcode	unique(testTherapyDF$prodcode	NNP
10_1101-2021_01_08_425952	184	6	)	)	-RRB-
10_1101-2021_01_08_425952	184	7	>	>	XX
10_1101-2021_01_08_425952	184	8	sampleDrugs	sampledrug	NNS
10_1101-2021_01_08_425952	184	9	<	<	XX
10_1101-2021_01_08_425952	184	10	-	-	HYPH
10_1101-2021_01_08_425952	184	11	drugList[1:8	druglist[1:8	NN
10_1101-2021_01_08_425952	184	12	]	]	-RRB-
10_1101-2021_01_08_425952	184	13	>	>	NFP
10_1101-2021_01_08_425952	184	14	#	#	$
10_1101-2021_01_08_425952	184	15	A	a	DT
10_1101-2021_01_08_425952	184	16	vector	vector	NN
10_1101-2021_01_08_425952	184	17	of	of	IN
10_1101-2021_01_08_425952	184	18	clinical	clinical	JJ
10_1101-2021_01_08_425952	184	19	events	event	NNS
10_1101-2021_01_08_425952	184	20	to	to	TO
10_1101-2021_01_08_425952	184	21	match	match	VB
10_1101-2021_01_08_425952	184	22	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	184	23	against	against	IN
10_1101-2021_01_08_425952	184	24	.	.	.
10_1101-2021_01_08_425952	185	1	>	>	XX
10_1101-2021_01_08_425952	185	2	medCodes	medcodes	FW
10_1101-2021_01_08_425952	185	3	<	<	XX
10_1101-2021_01_08_425952	185	4	-	-	HYPH
10_1101-2021_01_08_425952	185	5	unique(testClinicalDF$medcode	unique(testclinicaldf$medcode	NN
10_1101-2021_01_08_425952	185	6	)	)	-RRB-
10_1101-2021_01_08_425952	185	7	>	>	XX
10_1101-2021_01_08_425952	185	8	sampleMedCodes	samplemedcodes	FW
10_1101-2021_01_08_425952	185	9	<	<	XX
10_1101-2021_01_08_425952	185	10	-	-	HYPH
10_1101-2021_01_08_425952	185	11	medCodes[1:30	medCodes[1:30	NNP
10_1101-2021_01_08_425952	185	12	]	]	-RRB-
10_1101-2021_01_08_425952	185	13	>	>	XX
10_1101-2021_01_08_425952	185	14	#	#	NN
10_1101-2021_01_08_425952	185	15	Returns	return	NNS
10_1101-2021_01_08_425952	185	16	the	the	DT
10_1101-2021_01_08_425952	185	17	subset	subset	NN
10_1101-2021_01_08_425952	185	18	of	of	IN
10_1101-2021_01_08_425952	185	19	the	the	DT
10_1101-2021_01_08_425952	185	20	first	first	JJ
10_1101-2021_01_08_425952	185	21	prescription	prescription	NN
10_1101-2021_01_08_425952	185	22	event	event	NN
10_1101-2021_01_08_425952	185	23	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	185	24	on	on	IN
10_1101-2021_01_08_425952	185	25	the	the	DT
10_1101-2021_01_08_425952	185	26	same	same	JJ
10_1101-2021_01_08_425952	185	27	>	>	XX
10_1101-2021_01_08_425952	185	28	#	#	$
10_1101-2021_01_08_425952	185	29	eventdate	eventdate	VBP
10_1101-2021_01_08_425952	185	30	as	as	IN
10_1101-2021_01_08_425952	185	31	those	those	DT
10_1101-2021_01_08_425952	185	32	clinical	clinical	JJ
10_1101-2021_01_08_425952	185	33	events	event	NNS
10_1101-2021_01_08_425952	185	34	of	of	IN
10_1101-2021_01_08_425952	185	35	interest	interest	NN
10_1101-2021_01_08_425952	185	36	.CC	.CC	NFP
10_1101-2021_01_08_425952	185	37	-	-	:
10_1101-2021_01_08_425952	185	38	BY	by	IN
10_1101-2021_01_08_425952	185	39	-	-	HYPH
10_1101-2021_01_08_425952	185	40	ND	ND	NNP
10_1101-2021_01_08_425952	185	41	4.0	4.0	CD
10_1101-2021_01_08_425952	185	42	International	international	JJ
10_1101-2021_01_08_425952	185	43	licensemade	licensemade	NN
10_1101-2021_01_08_425952	185	44	available	available	JJ
10_1101-2021_01_08_425952	185	45	under	under	IN
10_1101-2021_01_08_425952	185	46	a	a	DT
10_1101-2021_01_08_425952	185	47	(	(	-LRB-
10_1101-2021_01_08_425952	185	48	which	which	WDT
10_1101-2021_01_08_425952	185	49	was	be	VBD
10_1101-2021_01_08_425952	185	50	not	not	RB
10_1101-2021_01_08_425952	185	51	certified	certify	VBN
10_1101-2021_01_08_425952	185	52	by	by	IN
10_1101-2021_01_08_425952	185	53	peer	peer	NN
10_1101-2021_01_08_425952	185	54	review	review	NN
10_1101-2021_01_08_425952	185	55	)	)	-RRB-
10_1101-2021_01_08_425952	185	56	is	be	VBZ
10_1101-2021_01_08_425952	185	57	the	the	DT
10_1101-2021_01_08_425952	185	58	author	author	NN
10_1101-2021_01_08_425952	185	59	/	/	SYM
10_1101-2021_01_08_425952	185	60	funder	funder	NN
10_1101-2021_01_08_425952	185	61	,	,	,
10_1101-2021_01_08_425952	185	62	who	who	WP
10_1101-2021_01_08_425952	185	63	has	have	VBZ
10_1101-2021_01_08_425952	185	64	granted	grant	VBN
10_1101-2021_01_08_425952	185	65	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	185	66	a	a	DT
10_1101-2021_01_08_425952	185	67	license	license	NN
10_1101-2021_01_08_425952	185	68	to	to	TO
10_1101-2021_01_08_425952	185	69	display	display	VB
10_1101-2021_01_08_425952	185	70	the	the	DT
10_1101-2021_01_08_425952	185	71	preprint	preprint	NN
10_1101-2021_01_08_425952	185	72	in	in	IN
10_1101-2021_01_08_425952	185	73	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	185	74	.	.	.
10_1101-2021_01_08_425952	186	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	186	2	is	be	VBZ
10_1101-2021_01_08_425952	186	3	The	the	DT
10_1101-2021_01_08_425952	186	4	copyright	copyright	NN
10_1101-2021_01_08_425952	186	5	holder	holder	NN
10_1101-2021_01_08_425952	186	6	for	for	IN
10_1101-2021_01_08_425952	186	7	this	this	DT
10_1101-2021_01_08_425952	186	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	186	9	version	version	NN
10_1101-2021_01_08_425952	186	10	posted	post	VBD
10_1101-2021_01_08_425952	186	11	January	January	NNP
10_1101-2021_01_08_425952	186	12	9	9	CD
10_1101-2021_01_08_425952	186	13	,	,	,
10_1101-2021_01_08_425952	186	14	2021	2021	CD
10_1101-2021_01_08_425952	186	15	.	.	.
10_1101-2021_01_08_425952	186	16	;	;	:
10_1101-2021_01_08_425952	186	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	186	18	:	:	:
10_1101-2021_01_08_425952	186	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	186	20	preprint	preprint	NN
10_1101-2021_01_08_425952	186	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	186	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	186	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	186	24	of	of	IN
10_1101-2021_01_08_425952	186	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	186	26	Software	Software	NNP
10_1101-2021_01_08_425952	186	27	17	17	CD
10_1101-2021_01_08_425952	186	28	>	>	XX
10_1101-2021_01_08_425952	186	29	firstDF	firstDF	NNP
10_1101-2021_01_08_425952	186	30	<	<	XX
10_1101-2021_01_08_425952	186	31	-	-	HYPH
10_1101-2021_01_08_425952	186	32	getPatientsWithFirstDrugWithDisease(clinicalDF	getPatientsWithFirstDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	186	33	=	=	-RRB-
10_1101-2021_01_08_425952	186	34	testClinicalDF	testClinicalDF	NNP
10_1101-2021_01_08_425952	186	35	,	,	,
10_1101-2021_01_08_425952	186	36	+	+	CC
10_1101-2021_01_08_425952	186	37	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	186	38	=	=	SYM
10_1101-2021_01_08_425952	186	39	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	186	40	,	,	,
10_1101-2021_01_08_425952	186	41	+	+	CC
10_1101-2021_01_08_425952	186	42	medCodesVector	medcodesvector	UH
10_1101-2021_01_08_425952	186	43	=	=	SYM
10_1101-2021_01_08_425952	186	44	sampleMedCodes	samplemedcodes	FW
10_1101-2021_01_08_425952	186	45	,	,	,
10_1101-2021_01_08_425952	186	46	+	+	CC
10_1101-2021_01_08_425952	186	47	drugCodesVector	drugcodesvector	NN
10_1101-2021_01_08_425952	186	48	=	=	SYM
10_1101-2021_01_08_425952	186	49	sampleDrugs	sampledrug	NNS
10_1101-2021_01_08_425952	186	50	)	)	-RRB-
10_1101-2021_01_08_425952	186	51	>	>	XX
10_1101-2021_01_08_425952	186	52	#	#	$
10_1101-2021_01_08_425952	186	53	Ensure	ensure	VB
10_1101-2021_01_08_425952	186	54	the	the	DT
10_1101-2021_01_08_425952	186	55	only	only	JJ
10_1101-2021_01_08_425952	186	56	clinical	clinical	JJ
10_1101-2021_01_08_425952	186	57	data	datum	NNS
10_1101-2021_01_08_425952	186	58	are	be	VBP
10_1101-2021_01_08_425952	186	59	for	for	IN
10_1101-2021_01_08_425952	186	60	those	those	DT
10_1101-2021_01_08_425952	186	61	with	with	IN
10_1101-2021_01_08_425952	186	62	an	an	DT
10_1101-2021_01_08_425952	186	63	assume	assume	JJ
10_1101-2021_01_08_425952	186	64	first	first	JJ
10_1101-2021_01_08_425952	186	65	-	-	HYPH
10_1101-2021_01_08_425952	186	66	drug	drug	NN
10_1101-2021_01_08_425952	186	67	-	-	HYPH
10_1101-2021_01_08_425952	186	68	disease	disease	NN
10_1101-2021_01_08_425952	186	69	>	>	XX
10_1101-2021_01_08_425952	186	70	firstClinicalDF	firstClinicalDF	NNP
10_1101-2021_01_08_425952	186	71	<	<	XX
10_1101-2021_01_08_425952	186	72	-	-	HYPH
10_1101-2021_01_08_425952	186	73	subset(testClinicalDF	subset(testClinicalDF	NNP
10_1101-2021_01_08_425952	186	74	,	,	,
10_1101-2021_01_08_425952	186	75	+	+	CC
10_1101-2021_01_08_425952	186	76	testClinicalDF$patid	testclinicaldf$patid	VB
10_1101-2021_01_08_425952	186	77	%	%	NN
10_1101-2021_01_08_425952	186	78	in%	in%	VBP
10_1101-2021_01_08_425952	186	79	getUniquePatidList(firstDF	getuniquepatidlist(firstdf	CD
10_1101-2021_01_08_425952	186	80	)	)	-RRB-
10_1101-2021_01_08_425952	186	81	)	)	-RRB-
10_1101-2021_01_08_425952	186	82	>	>	XX
10_1101-2021_01_08_425952	186	83	#	#	$
10_1101-2021_01_08_425952	186	84	Only	only	RB
10_1101-2021_01_08_425952	186	85	keep	keep	VB
10_1101-2021_01_08_425952	186	86	the	the	DT
10_1101-2021_01_08_425952	186	87	diseases	disease	NNS
10_1101-2021_01_08_425952	186	88	of	of	IN
10_1101-2021_01_08_425952	186	89	interest	interest	NN
10_1101-2021_01_08_425952	186	90	>	>	XX
10_1101-2021_01_08_425952	186	91	firstClinicalDF	firstClinicalDF	NNP
10_1101-2021_01_08_425952	186	92	<	<	XX
10_1101-2021_01_08_425952	186	93	-	-	HYPH
10_1101-2021_01_08_425952	186	94	subset(firstClinicalDF	subset(firstClinicalDF	NNP
10_1101-2021_01_08_425952	186	95	,	,	,
10_1101-2021_01_08_425952	186	96	+	+	CC
10_1101-2021_01_08_425952	186	97	firstClinicalDF$medcode	firstClinicalDF$medcode	NNP
10_1101-2021_01_08_425952	186	98	%	%	NN
10_1101-2021_01_08_425952	186	99	in%	in%	CD
10_1101-2021_01_08_425952	186	100	sampleMedCodes	samplemedcodes	XX
10_1101-2021_01_08_425952	186	101	)	)	-RRB-
10_1101-2021_01_08_425952	186	102	>	>	XX
10_1101-2021_01_08_425952	186	103	#	#	$
10_1101-2021_01_08_425952	186	104	Only	only	RB
10_1101-2021_01_08_425952	186	105	keep	keep	VB
10_1101-2021_01_08_425952	186	106	the	the	DT
10_1101-2021_01_08_425952	186	107	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	186	108	of	of	IN
10_1101-2021_01_08_425952	186	109	interest	interest	NN
10_1101-2021_01_08_425952	186	110	>	>	XX
10_1101-2021_01_08_425952	186	111	firstDF	firstDF	NNP
10_1101-2021_01_08_425952	186	112	<	<	XX
10_1101-2021_01_08_425952	186	113	-	-	HYPH
10_1101-2021_01_08_425952	186	114	subset(firstDF	subset(firstDF	NNP
10_1101-2021_01_08_425952	186	115	,	,	,
10_1101-2021_01_08_425952	186	116	firstDF$prodcode	firstDF$prodcode	``
10_1101-2021_01_08_425952	186	117	%	%	NN
10_1101-2021_01_08_425952	186	118	in%	in%	NN
10_1101-2021_01_08_425952	186	119	sampleDrugs	sampledrug	NNS
10_1101-2021_01_08_425952	186	120	)	)	-RRB-
10_1101-2021_01_08_425952	186	121	>	>	XX
10_1101-2021_01_08_425952	186	122	idList	idList	NNP
10_1101-2021_01_08_425952	186	123	<	<	NNP
10_1101-2021_01_08_425952	186	124	-	-	HYPH
10_1101-2021_01_08_425952	186	125	getUniquePatidList(firstClinicalDF	getUniquePatidList(firstClinicalDF	NNP
10_1101-2021_01_08_425952	186	126	)	)	-RRB-
10_1101-2021_01_08_425952	186	127	>	>	XX
10_1101-2021_01_08_425952	186	128	beforeResultDF	beforeResultDF	NNP
10_1101-2021_01_08_425952	186	129	<	<	XX
10_1101-2021_01_08_425952	186	130	-	-	HYPH
10_1101-2021_01_08_425952	186	131	data.frame(patid	data.frame(patid	NNP
10_1101-2021_01_08_425952	186	132	=	=	SYM
10_1101-2021_01_08_425952	186	133	unlist(idList	unlist(idList	NNP
10_1101-2021_01_08_425952	186	134	)	)	-RRB-
10_1101-2021_01_08_425952	186	135	,	,	,
10_1101-2021_01_08_425952	186	136	Freq=0	Freq=0	NNP
10_1101-2021_01_08_425952	186	137	)	)	-RRB-
10_1101-2021_01_08_425952	186	138	>	>	XX
10_1101-2021_01_08_425952	186	139	for(id	for(id	NN
10_1101-2021_01_08_425952	186	140	in	in	IN
10_1101-2021_01_08_425952	186	141	idList	idList	NNP
10_1101-2021_01_08_425952	186	142	)	)	-RRB-
10_1101-2021_01_08_425952	186	143	{	{	-LRB-
10_1101-2021_01_08_425952	186	144	+	+	CC
10_1101-2021_01_08_425952	186	145	#	#	$
10_1101-2021_01_08_425952	186	146	Retrieve	retrieve	VB
10_1101-2021_01_08_425952	186	147	the	the	DT
10_1101-2021_01_08_425952	186	148	clinical	clinical	JJ
10_1101-2021_01_08_425952	186	149	/	/	SYM
10_1101-2021_01_08_425952	186	150	therapy	therapy	NN
10_1101-2021_01_08_425952	186	151	data	datum	NNS
10_1101-2021_01_08_425952	186	152	for	for	IN
10_1101-2021_01_08_425952	186	153	each	each	DT
10_1101-2021_01_08_425952	186	154	patients	patient	NNS
10_1101-2021_01_08_425952	186	155	,	,	,
10_1101-2021_01_08_425952	186	156	one	one	CD
10_1101-2021_01_08_425952	186	157	by	by	IN
10_1101-2021_01_08_425952	186	158	one	one	CD
10_1101-2021_01_08_425952	186	159	.	.	.
10_1101-2021_01_08_425952	187	1	+	+	CC
10_1101-2021_01_08_425952	187	2	indClinicalDF	indclinicaldf	JJ
10_1101-2021_01_08_425952	187	3	<	<	XX
10_1101-2021_01_08_425952	187	4	-	-	HYPH
10_1101-2021_01_08_425952	187	5	subset(firstClinicalDF	subset(firstclinicaldf	JJ
10_1101-2021_01_08_425952	187	6	,	,	,
10_1101-2021_01_08_425952	187	7	firstClinicalDF$patid	firstClinicalDF$patid	NNP
10_1101-2021_01_08_425952	187	8	=	=	SYM
10_1101-2021_01_08_425952	187	9	=	=	NFP
10_1101-2021_01_08_425952	187	10	i	-PRON-	PRP
10_1101-2021_01_08_425952	187	11	d	d	VBN
10_1101-2021_01_08_425952	187	12	)	)	-RRB-
10_1101-2021_01_08_425952	187	13	+	+	SYM
10_1101-2021_01_08_425952	187	14	indTherapyDF	indTherapyDF	NNS
10_1101-2021_01_08_425952	187	15	<	<	XX
10_1101-2021_01_08_425952	187	16	-	-	HYPH
10_1101-2021_01_08_425952	187	17	subset(firstDF	subset(firstdf	CD
10_1101-2021_01_08_425952	187	18	,	,	,
10_1101-2021_01_08_425952	187	19	firstDF$patid	firstdf$patid	XX
10_1101-2021_01_08_425952	187	20	=	=	NFP
10_1101-2021_01_08_425952	187	21	=	=	NFP
10_1101-2021_01_08_425952	187	22	i	-PRON-	PRP
10_1101-2021_01_08_425952	187	23	d	d	VBN
10_1101-2021_01_08_425952	187	24	)	)	-RRB-
10_1101-2021_01_08_425952	187	25	+	+	CC
10_1101-2021_01_08_425952	187	26	#	#	$
10_1101-2021_01_08_425952	187	27	Get	get	VB
10_1101-2021_01_08_425952	187	28	the	the	DT
10_1101-2021_01_08_425952	187	29	first	first	JJ
10_1101-2021_01_08_425952	187	30	event	event	NN
10_1101-2021_01_08_425952	187	31	date	date	NN
10_1101-2021_01_08_425952	187	32	on	on	IN
10_1101-2021_01_08_425952	187	33	record	record	NN
10_1101-2021_01_08_425952	187	34	;	;	:
10_1101-2021_01_08_425952	187	35	this	this	DT
10_1101-2021_01_08_425952	187	36	will	will	MD
10_1101-2021_01_08_425952	187	37	match	match	VB
10_1101-2021_01_08_425952	187	38	a	a	DT
10_1101-2021_01_08_425952	187	39	clinical	clinical	JJ
10_1101-2021_01_08_425952	187	40	date	date	NN
10_1101-2021_01_08_425952	187	41	.	.	.
10_1101-2021_01_08_425952	188	1	+	+	SYM
10_1101-2021_01_08_425952	188	2	firstEventDate	firstEventDate	NNP
10_1101-2021_01_08_425952	188	3	<	<	XX
10_1101-2021_01_08_425952	188	4	-	-	HYPH
10_1101-2021_01_08_425952	188	5	indTherapyDF$eventdate[1	indTherapyDF$eventdate[1	NNP
10_1101-2021_01_08_425952	188	6	]	]	-RRB-
10_1101-2021_01_08_425952	188	7	+	+	CC
10_1101-2021_01_08_425952	188	8	clinicalBeforeTherapyDF	clinicalBeforeTherapyDF	NNP
10_1101-2021_01_08_425952	188	9	<	<	XX
10_1101-2021_01_08_425952	188	10	-	-	HYPH
10_1101-2021_01_08_425952	188	11	subset(indClinicalDF	subset(indClinicalDF	NNP
10_1101-2021_01_08_425952	188	12	,	,	,
10_1101-2021_01_08_425952	188	13	+	+	CC
10_1101-2021_01_08_425952	188	14	indClinicalDF$eventdate	indclinicaldf$eventdate	NN
10_1101-2021_01_08_425952	188	15	<	<	XX
10_1101-2021_01_08_425952	188	16	firstEventDate	firstEventDate	NNP
10_1101-2021_01_08_425952	188	17	)	)	-RRB-
10_1101-2021_01_08_425952	188	18	+	+	CC
10_1101-2021_01_08_425952	188	19	#	#	NN
10_1101-2021_01_08_425952	188	20	Number	number	NN
10_1101-2021_01_08_425952	188	21	of	of	IN
10_1101-2021_01_08_425952	188	22	clinical	clinical	JJ
10_1101-2021_01_08_425952	188	23	complaints	complaint	NNS
10_1101-2021_01_08_425952	188	24	before	before	IN
10_1101-2021_01_08_425952	188	25	first	first	JJ
10_1101-2021_01_08_425952	188	26	prescription	prescription	NN
10_1101-2021_01_08_425952	188	27	.	.	.
10_1101-2021_01_08_425952	189	1	+	+	NFP
10_1101-2021_01_08_425952	189	2	nComplaints	nComplaints	NNP
10_1101-2021_01_08_425952	189	3	<	<	XX
10_1101-2021_01_08_425952	189	4	-	-	HYPH
10_1101-2021_01_08_425952	189	5	nrow(clinicalBeforeTherapyDF	nrow(clinicalBeforeTherapyDF	NNP
10_1101-2021_01_08_425952	189	6	)	)	-RRB-
10_1101-2021_01_08_425952	189	7	+	+	CC
10_1101-2021_01_08_425952	189	8	beforeResultDF[beforeResultDF$patid==id,]$Freq	beforeResultDF[beforeResultDF$patid==id,]$Freq	NNP
10_1101-2021_01_08_425952	189	9	<	<	XX
10_1101-2021_01_08_425952	189	10	-	-	:
10_1101-2021_01_08_425952	189	11	nComplaints	nComplaints	NNP
10_1101-2021_01_08_425952	189	12	+	+	CC
10_1101-2021_01_08_425952	189	13	}	}	-RRB-
10_1101-2021_01_08_425952	189	14	>	>	NN
10_1101-2021_01_08_425952	189	15	ggBefore	ggbefore	XX
10_1101-2021_01_08_425952	189	16	<	<	XX
10_1101-2021_01_08_425952	189	17	-	-	HYPH
10_1101-2021_01_08_425952	189	18	ggplot(beforeResultDF	ggplot(beforeResultDF	NNP
10_1101-2021_01_08_425952	189	19	,	,	,
10_1101-2021_01_08_425952	189	20	aes(x	aes(x	NNP
10_1101-2021_01_08_425952	189	21	=	=	NFP
10_1101-2021_01_08_425952	189	22	Freq	freq	NN
10_1101-2021_01_08_425952	189	23	)	)	-RRB-
10_1101-2021_01_08_425952	189	24	)	)	-RRB-
10_1101-2021_01_08_425952	189	25	+	+	NFP
10_1101-2021_01_08_425952	189	26	+	+	SYM
10_1101-2021_01_08_425952	189	27	geom_histogram(binwidth=1	geom_histogram(binwidth=1	NNS
10_1101-2021_01_08_425952	189	28	,	,	,
10_1101-2021_01_08_425952	189	29	color="black	color="black	NN
10_1101-2021_01_08_425952	189	30	"	"	''
10_1101-2021_01_08_425952	189	31	,	,	,
10_1101-2021_01_08_425952	189	32	fill="white	fill="white	NNP
10_1101-2021_01_08_425952	189	33	"	"	''
10_1101-2021_01_08_425952	189	34	)	)	-RRB-
10_1101-2021_01_08_425952	189	35	+	+	CC
10_1101-2021_01_08_425952	189	36	+	+	CC
10_1101-2021_01_08_425952	189	37	ylab("Patients	ylab("patient	NNS
10_1101-2021_01_08_425952	189	38	"	"	''
10_1101-2021_01_08_425952	189	39	)	)	-RRB-
10_1101-2021_01_08_425952	189	40	+	+	NFP
10_1101-2021_01_08_425952	189	41	xlab("Clinical	xlab("clinical	JJ
10_1101-2021_01_08_425952	189	42	events	event	NNS
10_1101-2021_01_08_425952	189	43	before	before	IN
10_1101-2021_01_08_425952	189	44	prescription	prescription	NN
10_1101-2021_01_08_425952	189	45	"	"	''
10_1101-2021_01_08_425952	189	46	)	)	-RRB-
10_1101-2021_01_08_425952	189	47	+	+	NFP
10_1101-2021_01_08_425952	189	48	+	+	NFP
10_1101-2021_01_08_425952	189	49	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	189	50	(	(	-LRB-
10_1101-2021_01_08_425952	189	51	)	)	-RRB-
10_1101-2021_01_08_425952	189	52	>	>	XX
10_1101-2021_01_08_425952	189	53	#	#	NN
10_1101-2021_01_08_425952	189	54	Note	note	NN
10_1101-2021_01_08_425952	189	55	:	:	:
10_1101-2021_01_08_425952	189	56	not	not	RB
10_1101-2021_01_08_425952	189	57	every	every	DT
10_1101-2021_01_08_425952	189	58	patient	patient	NN
10_1101-2021_01_08_425952	189	59	will	will	MD
10_1101-2021_01_08_425952	189	60	have	have	VB
10_1101-2021_01_08_425952	189	61	a	a	DT
10_1101-2021_01_08_425952	189	62	clinical	clinical	JJ
10_1101-2021_01_08_425952	189	63	IMD	IMD	NNP
10_1101-2021_01_08_425952	189	64	score	score	NN
10_1101-2021_01_08_425952	189	65	.	.	.
10_1101-2021_01_08_425952	190	1	>	>	XX
10_1101-2021_01_08_425952	190	2	imdIDsDF	imdIDsDF	NNP
10_1101-2021_01_08_425952	190	3	<	<	XX
10_1101-2021_01_08_425952	190	4	-	-	HYPH
10_1101-2021_01_08_425952	190	5	getIMDOfPatients(idList	getimdofpatients(idlist	JJ
10_1101-2021_01_08_425952	190	6	=	=	-RRB-
10_1101-2021_01_08_425952	190	7	idList	idList	NNP
10_1101-2021_01_08_425952	190	8	,	,	,
10_1101-2021_01_08_425952	190	9	+	+	NFP
10_1101-2021_01_08_425952	190	10	imdDF	imddf	ADD
10_1101-2021_01_08_425952	190	11	=	=	SYM
10_1101-2021_01_08_425952	190	12	imdDF	imdDF	-RRB-
10_1101-2021_01_08_425952	190	13	)	)	-RRB-
10_1101-2021_01_08_425952	190	14	>	>	XX
10_1101-2021_01_08_425952	190	15	#	#	$
10_1101-2021_01_08_425952	190	16	Only	only	RB
10_1101-2021_01_08_425952	190	17	work	work	VBP
10_1101-2021_01_08_425952	190	18	with	with	IN
10_1101-2021_01_08_425952	190	19	those	those	DT
10_1101-2021_01_08_425952	190	20	with	with	IN
10_1101-2021_01_08_425952	190	21	an	an	DT
10_1101-2021_01_08_425952	190	22	IMD	IMD	NNP
10_1101-2021_01_08_425952	190	23	score	score	NN
10_1101-2021_01_08_425952	190	24	.	.	.
10_1101-2021_01_08_425952	191	1	>	>	XX
10_1101-2021_01_08_425952	191	2	imdResultsDF	imdresultsdf	FW
10_1101-2021_01_08_425952	191	3	<	<	XX
10_1101-2021_01_08_425952	191	4	-	-	HYPH
10_1101-2021_01_08_425952	191	5	subset(beforeResultDF	subset(beforeResultDF	NNP
10_1101-2021_01_08_425952	191	6	,	,	,
10_1101-2021_01_08_425952	191	7	+	+	CC
10_1101-2021_01_08_425952	191	8	beforeResultDF$patid	beforeresultdf$patid	NN
10_1101-2021_01_08_425952	191	9	%	%	NN
10_1101-2021_01_08_425952	191	10	in%	in%	VBP
10_1101-2021_01_08_425952	191	11	getUniquePatidList(imdIDsDF	getuniquepatidlist(imdidsdf	CD
10_1101-2021_01_08_425952	191	12	)	)	-RRB-
10_1101-2021_01_08_425952	191	13	)	)	-RRB-
10_1101-2021_01_08_425952	191	14	>	>	XX
10_1101-2021_01_08_425952	191	15	imdResultsDF	imdresultsdf	FW
10_1101-2021_01_08_425952	191	16	<	<	XX
10_1101-2021_01_08_425952	191	17	-	-	HYPH
10_1101-2021_01_08_425952	191	18	imdResultsDF[order(imdResultsDF$patid	imdresultsdf[order(imdresultsdf$patid	FW
10_1101-2021_01_08_425952	191	19	)	)	-RRB-
10_1101-2021_01_08_425952	191	20	,	,	,
10_1101-2021_01_08_425952	191	21	]	]	-RRB-
10_1101-2021_01_08_425952	191	22	>	>	XX
10_1101-2021_01_08_425952	191	23	imdIDsDF	imdidsdf	ADD
10_1101-2021_01_08_425952	191	24	<	<	XX
10_1101-2021_01_08_425952	191	25	-	-	:
10_1101-2021_01_08_425952	191	26	imdIDsDF[order(imdIDsDF$patid	imdIDsDF[order(imdIDsDF$patid	NNP
10_1101-2021_01_08_425952	191	27	)	)	-RRB-
10_1101-2021_01_08_425952	191	28	,	,	,
10_1101-2021_01_08_425952	191	29	]	]	-RRB-
10_1101-2021_01_08_425952	191	30	>	>	XX
10_1101-2021_01_08_425952	191	31	imdResultsDF	imdresultsdf	FW
10_1101-2021_01_08_425952	191	32	<	<	XX
10_1101-2021_01_08_425952	191	33	-	-	HYPH
10_1101-2021_01_08_425952	191	34	cbind(imdResultsDF	cbind(imdresultsdf	JJ
10_1101-2021_01_08_425952	191	35	,	,	,
10_1101-2021_01_08_425952	191	36	IMD_score	imd_score	NN
10_1101-2021_01_08_425952	191	37	=	=	SYM
10_1101-2021_01_08_425952	191	38	as.factor(imdIDsDF$score	as.factor(imdidsdf$score	NN
10_1101-2021_01_08_425952	191	39	)	)	-RRB-
10_1101-2021_01_08_425952	191	40	)	)	-RRB-
10_1101-2021_01_08_425952	191	41	>	>	XX
10_1101-2021_01_08_425952	191	42	ggBeforeIMD	ggbeforeimd	FW
10_1101-2021_01_08_425952	191	43	<	<	XX
10_1101-2021_01_08_425952	191	44	-	-	HYPH
10_1101-2021_01_08_425952	191	45	ggplot(imdResultsDF	ggplot(imdResultsDF	NNP
10_1101-2021_01_08_425952	191	46	,	,	,
10_1101-2021_01_08_425952	191	47	+	+	CC
10_1101-2021_01_08_425952	191	48	aes(x	aes(x	NN
10_1101-2021_01_08_425952	191	49	=	=	SYM
10_1101-2021_01_08_425952	191	50	Freq	Freq	NNP
10_1101-2021_01_08_425952	191	51	,	,	,
10_1101-2021_01_08_425952	191	52	fill	fill	VB
10_1101-2021_01_08_425952	191	53	=	=	SYM
10_1101-2021_01_08_425952	191	54	IMD_score	imd_score	NN
10_1101-2021_01_08_425952	191	55	)	)	-RRB-
10_1101-2021_01_08_425952	191	56	)	)	-RRB-
10_1101-2021_01_08_425952	191	57	+	+	NFP
10_1101-2021_01_08_425952	191	58	+	+	SYM
10_1101-2021_01_08_425952	191	59	geom_histogram(binwidth=1	geom_histogram(binwidth=1	NN
10_1101-2021_01_08_425952	191	60	)	)	-RRB-
10_1101-2021_01_08_425952	191	61	+	+	NFP
10_1101-2021_01_08_425952	191	62	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	191	63	(	(	-LRB-
10_1101-2021_01_08_425952	191	64	)	)	-RRB-
10_1101-2021_01_08_425952	191	65	+	+	CC
10_1101-2021_01_08_425952	191	66	+	+	CC
10_1101-2021_01_08_425952	191	67	ylab("Patients	ylab("patient	NNS
10_1101-2021_01_08_425952	191	68	"	"	''
10_1101-2021_01_08_425952	191	69	)	)	-RRB-
10_1101-2021_01_08_425952	191	70	+	+	NFP
10_1101-2021_01_08_425952	191	71	xlab("Clinical	xlab("clinical	JJ
10_1101-2021_01_08_425952	191	72	events	event	NNS
10_1101-2021_01_08_425952	191	73	before	before	IN
10_1101-2021_01_08_425952	191	74	prescription	prescription	NN
10_1101-2021_01_08_425952	191	75	"	"	''
10_1101-2021_01_08_425952	191	76	)	)	-RRB-
10_1101-2021_01_08_425952	191	77	getMultiPrescriptionSameDayPatients	getMultiPrescriptionSameDayPatients	NNP
10_1101-2021_01_08_425952	191	78	The	the	DT
10_1101-2021_01_08_425952	191	79	function	function	NN
10_1101-2021_01_08_425952	191	80	getMultiPrescriptionSameDayPatients	getmultiprescriptionsamedaypatients	NN
10_1101-2021_01_08_425952	191	81	returns	return	VBZ
10_1101-2021_01_08_425952	191	82	all	all	DT
10_1101-2021_01_08_425952	191	83	prescription	prescription	NN
10_1101-2021_01_08_425952	191	84	events	event	NNS
10_1101-2021_01_08_425952	191	85	for	for	IN
10_1101-2021_01_08_425952	191	86	.CC	.CC	NFP
10_1101-2021_01_08_425952	191	87	-	-	HYPH
10_1101-2021_01_08_425952	191	88	BY	by	IN
10_1101-2021_01_08_425952	191	89	-	-	HYPH
10_1101-2021_01_08_425952	191	90	ND	ND	NNP
10_1101-2021_01_08_425952	191	91	4.0	4.0	CD
10_1101-2021_01_08_425952	191	92	International	international	JJ
10_1101-2021_01_08_425952	191	93	licensemade	licensemade	NN
10_1101-2021_01_08_425952	191	94	available	available	JJ
10_1101-2021_01_08_425952	191	95	under	under	IN
10_1101-2021_01_08_425952	191	96	a	a	DT
10_1101-2021_01_08_425952	191	97	(	(	-LRB-
10_1101-2021_01_08_425952	191	98	which	which	WDT
10_1101-2021_01_08_425952	191	99	was	be	VBD
10_1101-2021_01_08_425952	191	100	not	not	RB
10_1101-2021_01_08_425952	191	101	certified	certify	VBN
10_1101-2021_01_08_425952	191	102	by	by	IN
10_1101-2021_01_08_425952	191	103	peer	peer	NN
10_1101-2021_01_08_425952	191	104	review	review	NN
10_1101-2021_01_08_425952	191	105	)	)	-RRB-
10_1101-2021_01_08_425952	191	106	is	be	VBZ
10_1101-2021_01_08_425952	191	107	the	the	DT
10_1101-2021_01_08_425952	191	108	author	author	NN
10_1101-2021_01_08_425952	191	109	/	/	SYM
10_1101-2021_01_08_425952	191	110	funder	funder	NN
10_1101-2021_01_08_425952	191	111	,	,	,
10_1101-2021_01_08_425952	191	112	who	who	WP
10_1101-2021_01_08_425952	191	113	has	have	VBZ
10_1101-2021_01_08_425952	191	114	granted	grant	VBN
10_1101-2021_01_08_425952	191	115	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	191	116	a	a	DT
10_1101-2021_01_08_425952	191	117	license	license	NN
10_1101-2021_01_08_425952	191	118	to	to	TO
10_1101-2021_01_08_425952	191	119	display	display	VB
10_1101-2021_01_08_425952	191	120	the	the	DT
10_1101-2021_01_08_425952	191	121	preprint	preprint	NN
10_1101-2021_01_08_425952	191	122	in	in	IN
10_1101-2021_01_08_425952	191	123	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	191	124	.	.	.
10_1101-2021_01_08_425952	192	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	192	2	is	be	VBZ
10_1101-2021_01_08_425952	192	3	The	the	DT
10_1101-2021_01_08_425952	192	4	copyright	copyright	NN
10_1101-2021_01_08_425952	192	5	holder	holder	NN
10_1101-2021_01_08_425952	192	6	for	for	IN
10_1101-2021_01_08_425952	192	7	this	this	DT
10_1101-2021_01_08_425952	192	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	192	9	version	version	NN
10_1101-2021_01_08_425952	192	10	posted	post	VBD
10_1101-2021_01_08_425952	192	11	January	January	NNP
10_1101-2021_01_08_425952	192	12	9	9	CD
10_1101-2021_01_08_425952	192	13	,	,	,
10_1101-2021_01_08_425952	192	14	2021	2021	CD
10_1101-2021_01_08_425952	192	15	.	.	.
10_1101-2021_01_08_425952	192	16	;	;	:
10_1101-2021_01_08_425952	192	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	192	18	:	:	:
10_1101-2021_01_08_425952	192	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	192	20	preprint	preprint	NN
10_1101-2021_01_08_425952	192	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	192	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	192	23	18	18	CD
10_1101-2021_01_08_425952	192	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	192	25	:	:	:
10_1101-2021_01_08_425952	192	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	192	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	192	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	192	29	in	in	IN
10_1101-2021_01_08_425952	192	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	192	31	Health	Health	NNP
10_1101-2021_01_08_425952	192	32	Care	Care	NNP
10_1101-2021_01_08_425952	192	33	Records	Records	NNPS
10_1101-2021_01_08_425952	192	34	0	0	NFP
10_1101-2021_01_08_425952	192	35	100	100	CD
10_1101-2021_01_08_425952	192	36	200	200	CD
10_1101-2021_01_08_425952	192	37	0	0	CD
10_1101-2021_01_08_425952	192	38	10	10	CD
10_1101-2021_01_08_425952	192	39	20	20	CD
10_1101-2021_01_08_425952	192	40	Clinical	clinical	JJ
10_1101-2021_01_08_425952	192	41	events	event	NNS
10_1101-2021_01_08_425952	192	42	before	before	IN
10_1101-2021_01_08_425952	192	43	prescription	prescription	NN
10_1101-2021_01_08_425952	192	44	P	p	NN
10_1101-2021_01_08_425952	192	45	a	a	DT
10_1101-2021_01_08_425952	192	46	tie	tie	NN
10_1101-2021_01_08_425952	192	47	n	n	NNP
10_1101-2021_01_08_425952	192	48	ts	ts	NN
10_1101-2021_01_08_425952	192	49	A	a	NN
10_1101-2021_01_08_425952	192	50	0	0	CD
10_1101-2021_01_08_425952	192	51	50	50	CD
10_1101-2021_01_08_425952	192	52	100	100	CD
10_1101-2021_01_08_425952	192	53	150	150	CD
10_1101-2021_01_08_425952	192	54	0	0	CD
10_1101-2021_01_08_425952	192	55	10	10	CD
10_1101-2021_01_08_425952	192	56	20	20	CD
10_1101-2021_01_08_425952	192	57	Clinical	clinical	JJ
10_1101-2021_01_08_425952	192	58	events	event	NNS
10_1101-2021_01_08_425952	192	59	before	before	IN
10_1101-2021_01_08_425952	192	60	prescription	prescription	NN
10_1101-2021_01_08_425952	192	61	P	p	NN
10_1101-2021_01_08_425952	192	62	a	a	DT
10_1101-2021_01_08_425952	192	63	tie	tie	NN
10_1101-2021_01_08_425952	192	64	n	n	CC
10_1101-2021_01_08_425952	192	65	ts	ts	NN
10_1101-2021_01_08_425952	192	66	IMD_score	imd_score	NN
10_1101-2021_01_08_425952	192	67	1	1	CD
10_1101-2021_01_08_425952	192	68	2	2	CD
10_1101-2021_01_08_425952	192	69	3	3	CD
10_1101-2021_01_08_425952	192	70	4	4	CD
10_1101-2021_01_08_425952	192	71	5	5	CD
10_1101-2021_01_08_425952	192	72	B	b	NN
10_1101-2021_01_08_425952	192	73	Figure	figure	NN
10_1101-2021_01_08_425952	192	74	3	3	CD
10_1101-2021_01_08_425952	192	75	:	:	:
10_1101-2021_01_08_425952	192	76	The	the	DT
10_1101-2021_01_08_425952	192	77	number	number	NN
10_1101-2021_01_08_425952	192	78	of	of	IN
10_1101-2021_01_08_425952	192	79	clinical	clinical	JJ
10_1101-2021_01_08_425952	192	80	events	event	NNS
10_1101-2021_01_08_425952	192	81	before	before	IN
10_1101-2021_01_08_425952	192	82	the	the	DT
10_1101-2021_01_08_425952	192	83	first	first	JJ
10_1101-2021_01_08_425952	192	84	treatment	treatment	NN
10_1101-2021_01_08_425952	192	85	across	across	IN
10_1101-2021_01_08_425952	192	86	the	the	DT
10_1101-2021_01_08_425952	192	87	whole	whole	JJ
10_1101-2021_01_08_425952	192	88	cohort	cohort	NN
10_1101-2021_01_08_425952	192	89	(	(	-LRB-
10_1101-2021_01_08_425952	192	90	A	a	NN
10_1101-2021_01_08_425952	192	91	)	)	-RRB-
10_1101-2021_01_08_425952	192	92	,	,	,
10_1101-2021_01_08_425952	192	93	and	and	CC
10_1101-2021_01_08_425952	192	94	by	by	IN
10_1101-2021_01_08_425952	192	95	IMD	IMD	NNP
10_1101-2021_01_08_425952	192	96	score	score	NN
10_1101-2021_01_08_425952	192	97	(	(	-LRB-
10_1101-2021_01_08_425952	192	98	B	b	NN
10_1101-2021_01_08_425952	192	99	)	)	-RRB-
10_1101-2021_01_08_425952	192	100	.	.	.
10_1101-2021_01_08_425952	193	1	those	those	DT
10_1101-2021_01_08_425952	193	2	patients	patient	NNS
10_1101-2021_01_08_425952	193	3	prescribed	prescribe	VBD
10_1101-2021_01_08_425952	193	4	more	more	RBR
10_1101-2021_01_08_425952	193	5	than	than	IN
10_1101-2021_01_08_425952	193	6	two	two	CD
10_1101-2021_01_08_425952	193	7	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	193	8	on	on	IN
10_1101-2021_01_08_425952	193	9	the	the	DT
10_1101-2021_01_08_425952	193	10	same	same	JJ
10_1101-2021_01_08_425952	193	11	date	date	NN
10_1101-2021_01_08_425952	193	12	.	.	.
10_1101-2021_01_08_425952	194	1	All	all	DT
10_1101-2021_01_08_425952	194	2	events	event	NNS
10_1101-2021_01_08_425952	194	3	of	of	IN
10_1101-2021_01_08_425952	194	4	those	those	DT
10_1101-2021_01_08_425952	194	5	pa-	pa-	XX
10_1101-2021_01_08_425952	194	6	tients	tient	NNS
10_1101-2021_01_08_425952	194	7	without	without	IN
10_1101-2021_01_08_425952	194	8	a	a	DT
10_1101-2021_01_08_425952	194	9	prescription	prescription	NN
10_1101-2021_01_08_425952	194	10	prodcode	prodcode	NN
10_1101-2021_01_08_425952	194	11	event	event	NN
10_1101-2021_01_08_425952	194	12	can	can	MD
10_1101-2021_01_08_425952	194	13	be	be	VB
10_1101-2021_01_08_425952	194	14	removed	remove	VBN
10_1101-2021_01_08_425952	194	15	.	.	.
10_1101-2021_01_08_425952	195	1	Combining	combine	VBG
10_1101-2021_01_08_425952	195	2	getMultiplePrescriptionSameDayPatients	getMultiplePrescriptionSameDayPatients	NNP
10_1101-2021_01_08_425952	195	3	with	with	IN
10_1101-2021_01_08_425952	195	4	getPatientsWithFirstDrugWithDisease	getPatientsWithFirstDrugWithDisease	NNP
10_1101-2021_01_08_425952	195	5	or	or	CC
10_1101-2021_01_08_425952	195	6	matchDrugWithDisease	matchdrugwithdisease	NN
10_1101-2021_01_08_425952	195	7	is	be	VBZ
10_1101-2021_01_08_425952	195	8	useful	useful	JJ
10_1101-2021_01_08_425952	195	9	for	for	IN
10_1101-2021_01_08_425952	195	10	filter-	filter-	NNP
10_1101-2021_01_08_425952	195	11	ing	e	VBG
10_1101-2021_01_08_425952	195	12	patients	patient	NNS
10_1101-2021_01_08_425952	195	13	for	for	IN
10_1101-2021_01_08_425952	195	14	specific	specific	JJ
10_1101-2021_01_08_425952	195	15	prescription	prescription	NN
10_1101-2021_01_08_425952	195	16	patterns	pattern	NNS
10_1101-2021_01_08_425952	195	17	.	.	.
10_1101-2021_01_08_425952	196	1	For	for	IN
10_1101-2021_01_08_425952	196	2	example	example	NN
10_1101-2021_01_08_425952	196	3	,	,	,
10_1101-2021_01_08_425952	196	4	to	to	TO
10_1101-2021_01_08_425952	196	5	retrieve	retrieve	VB
10_1101-2021_01_08_425952	196	6	all	all	DT
10_1101-2021_01_08_425952	196	7	patient	patient	JJ
10_1101-2021_01_08_425952	196	8	prescription	prescription	NN
10_1101-2021_01_08_425952	196	9	records	record	NNS
10_1101-2021_01_08_425952	196	10	if	if	IN
10_1101-2021_01_08_425952	196	11	specific	specific	JJ
10_1101-2021_01_08_425952	196	12	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	196	13	are	be	VBP
10_1101-2021_01_08_425952	196	14	(	(	-LRB-
10_1101-2021_01_08_425952	196	15	a	a	DT
10_1101-2021_01_08_425952	196	16	)	)	-RRB-
10_1101-2021_01_08_425952	196	17	never	never	RB
10_1101-2021_01_08_425952	196	18	recorded	record	VBN
10_1101-2021_01_08_425952	196	19	together	together	RB
10_1101-2021_01_08_425952	196	20	on	on	IN
10_1101-2021_01_08_425952	196	21	the	the	DT
10_1101-2021_01_08_425952	196	22	same	same	JJ
10_1101-2021_01_08_425952	196	23	date	date	NN
10_1101-2021_01_08_425952	196	24	and	and	CC
10_1101-2021_01_08_425952	196	25	(	(	-LRB-
10_1101-2021_01_08_425952	196	26	b	b	NN
10_1101-2021_01_08_425952	196	27	)	)	-RRB-
10_1101-2021_01_08_425952	196	28	are	be	VBP
10_1101-2021_01_08_425952	196	29	used	use	VBN
10_1101-2021_01_08_425952	196	30	as	as	IN
10_1101-2021_01_08_425952	196	31	a	a	DT
10_1101-2021_01_08_425952	196	32	first	first	JJ
10_1101-2021_01_08_425952	196	33	line	line	NN
10_1101-2021_01_08_425952	196	34	treatment	treatment	NN
10_1101-2021_01_08_425952	196	35	for	for	IN
10_1101-2021_01_08_425952	196	36	a	a	DT
10_1101-2021_01_08_425952	196	37	given	give	VBN
10_1101-2021_01_08_425952	196	38	complaint	complaint	NN
10_1101-2021_01_08_425952	196	39	:	:	:
10_1101-2021_01_08_425952	196	40	>	>	XX
10_1101-2021_01_08_425952	196	41	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	196	42	)	)	-RRB-
10_1101-2021_01_08_425952	196	43	>	>	XX
10_1101-2021_01_08_425952	196	44	prodcodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	196	45	=	=	SYM
10_1101-2021_01_08_425952	196	46	unique(testTherapyDF$prodcode)[1:8	unique(testtherapydf$prodcode)[1:8	NN
10_1101-2021_01_08_425952	196	47	]	]	-RRB-
10_1101-2021_01_08_425952	196	48	>	>	NFP
10_1101-2021_01_08_425952	196	49	#	#	NN
10_1101-2021_01_08_425952	196	50	ensure	ensure	VBP
10_1101-2021_01_08_425952	196	51	only	only	RB
10_1101-2021_01_08_425952	196	52	patients	patient	NNS
10_1101-2021_01_08_425952	196	53	with	with	IN
10_1101-2021_01_08_425952	196	54	specific	specific	JJ
10_1101-2021_01_08_425952	196	55	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	196	56	are	be	VBP
10_1101-2021_01_08_425952	196	57	returned	return	VBN
10_1101-2021_01_08_425952	196	58	providing	provide	VBG
10_1101-2021_01_08_425952	196	59	a	a	DT
10_1101-2021_01_08_425952	196	60	>	>	NN
10_1101-2021_01_08_425952	196	61	#	#	$
10_1101-2021_01_08_425952	196	62	patient	patient	NN
10_1101-2021_01_08_425952	196	63	is	be	VBZ
10_1101-2021_01_08_425952	196	64	prescribed	prescribe	VBN
10_1101-2021_01_08_425952	196	65	those	those	DT
10_1101-2021_01_08_425952	196	66	drugs	drug	NNS
10_1101-2021_01_08_425952	196	67	on	on	IN
10_1101-2021_01_08_425952	196	68	different	different	JJ
10_1101-2021_01_08_425952	196	69	dates	date	NNS
10_1101-2021_01_08_425952	196	70	,	,	,
10_1101-2021_01_08_425952	196	71	never	never	RB
10_1101-2021_01_08_425952	196	72	on	on	IN
10_1101-2021_01_08_425952	196	73	the	the	DT
10_1101-2021_01_08_425952	196	74	same	same	JJ
10_1101-2021_01_08_425952	196	75	date	date	NN
10_1101-2021_01_08_425952	196	76	.	.	.
10_1101-2021_01_08_425952	197	1	>	>	XX
10_1101-2021_01_08_425952	197	2	uniqueTherapyDF	uniqueTherapyDF	NNP
10_1101-2021_01_08_425952	197	3	<	<	XX
10_1101-2021_01_08_425952	197	4	-	-	HYPH
10_1101-2021_01_08_425952	197	5	getMultiPrescriptionSameDayPatients(df	getMultiPrescriptionSameDayPatients(df	NNP
10_1101-2021_01_08_425952	197	6	=	=	SYM
10_1101-2021_01_08_425952	197	7	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	197	8	,	,	,
10_1101-2021_01_08_425952	197	9	+	+	CC
10_1101-2021_01_08_425952	197	10	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	197	11	=	=	SYM
10_1101-2021_01_08_425952	197	12	prodcodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	197	13	,	,	,
10_1101-2021_01_08_425952	197	14	+	+	SYM
10_1101-2021_01_08_425952	197	15	removePatientsWithoutDrugs	removePatientsWithoutDrugs	NNP
10_1101-2021_01_08_425952	197	16	=	=	SYM
10_1101-2021_01_08_425952	197	17	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	197	18	)	)	-RRB-
10_1101-2021_01_08_425952	197	19	>	>	XX
10_1101-2021_01_08_425952	197	20	#	#	NN
10_1101-2021_01_08_425952	197	21	Ensure	ensure	VB
10_1101-2021_01_08_425952	197	22	that	that	IN
10_1101-2021_01_08_425952	197	23	the	the	DT
10_1101-2021_01_08_425952	197	24	patients	patient	NNS
10_1101-2021_01_08_425952	197	25	(	(	-LRB-
10_1101-2021_01_08_425952	197	26	patid	patid	NNS
10_1101-2021_01_08_425952	197	27	)	)	-RRB-
10_1101-2021_01_08_425952	197	28	in	in	IN
10_1101-2021_01_08_425952	197	29	the	the	DT
10_1101-2021_01_08_425952	197	30	therapy	therapy	NN
10_1101-2021_01_08_425952	197	31	and	and	CC
10_1101-2021_01_08_425952	197	32	clinical	clinical	JJ
10_1101-2021_01_08_425952	197	33	dataframes	dataframe	VBZ
10_1101-2021_01_08_425952	197	34	>	>	XX
10_1101-2021_01_08_425952	197	35	#	#	$
10_1101-2021_01_08_425952	197	36	are	be	VBP
10_1101-2021_01_08_425952	197	37	the	the	DT
10_1101-2021_01_08_425952	197	38	same	same	JJ
10_1101-2021_01_08_425952	197	39	.	.	.
10_1101-2021_01_08_425952	198	1	Subsetting	subsetting	NN
10_1101-2021_01_08_425952	198	2	might	may	MD
10_1101-2021_01_08_425952	198	3	not	not	RB
10_1101-2021_01_08_425952	198	4	be	be	VB
10_1101-2021_01_08_425952	198	5	enough	enough	RB
10_1101-2021_01_08_425952	198	6	.	.	.
10_1101-2021_01_08_425952	199	1	>	>	XX
10_1101-2021_01_08_425952	199	2	reducedClinicalDF	reducedClinicalDF	NNP
10_1101-2021_01_08_425952	199	3	<	<	XX
10_1101-2021_01_08_425952	199	4	-	-	HYPH
10_1101-2021_01_08_425952	199	5	subset(testClinicalDF	subset(testClinicalDF	NNP
10_1101-2021_01_08_425952	199	6	,	,	,
10_1101-2021_01_08_425952	199	7	.CC	.CC	:
10_1101-2021_01_08_425952	199	8	-	-	:
10_1101-2021_01_08_425952	199	9	BY	by	IN
10_1101-2021_01_08_425952	199	10	-	-	HYPH
10_1101-2021_01_08_425952	199	11	ND	ND	NNP
10_1101-2021_01_08_425952	199	12	4.0	4.0	CD
10_1101-2021_01_08_425952	199	13	International	international	JJ
10_1101-2021_01_08_425952	199	14	licensemade	licensemade	NN
10_1101-2021_01_08_425952	199	15	available	available	JJ
10_1101-2021_01_08_425952	199	16	under	under	IN
10_1101-2021_01_08_425952	199	17	a	a	DT
10_1101-2021_01_08_425952	199	18	(	(	-LRB-
10_1101-2021_01_08_425952	199	19	which	which	WDT
10_1101-2021_01_08_425952	199	20	was	be	VBD
10_1101-2021_01_08_425952	199	21	not	not	RB
10_1101-2021_01_08_425952	199	22	certified	certify	VBN
10_1101-2021_01_08_425952	199	23	by	by	IN
10_1101-2021_01_08_425952	199	24	peer	peer	NN
10_1101-2021_01_08_425952	199	25	review	review	NN
10_1101-2021_01_08_425952	199	26	)	)	-RRB-
10_1101-2021_01_08_425952	199	27	is	be	VBZ
10_1101-2021_01_08_425952	199	28	the	the	DT
10_1101-2021_01_08_425952	199	29	author	author	NN
10_1101-2021_01_08_425952	199	30	/	/	SYM
10_1101-2021_01_08_425952	199	31	funder	funder	NN
10_1101-2021_01_08_425952	199	32	,	,	,
10_1101-2021_01_08_425952	199	33	who	who	WP
10_1101-2021_01_08_425952	199	34	has	have	VBZ
10_1101-2021_01_08_425952	199	35	granted	grant	VBN
10_1101-2021_01_08_425952	199	36	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	199	37	a	a	DT
10_1101-2021_01_08_425952	199	38	license	license	NN
10_1101-2021_01_08_425952	199	39	to	to	TO
10_1101-2021_01_08_425952	199	40	display	display	VB
10_1101-2021_01_08_425952	199	41	the	the	DT
10_1101-2021_01_08_425952	199	42	preprint	preprint	NN
10_1101-2021_01_08_425952	199	43	in	in	IN
10_1101-2021_01_08_425952	199	44	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	199	45	.	.	.
10_1101-2021_01_08_425952	200	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	200	2	is	be	VBZ
10_1101-2021_01_08_425952	200	3	The	the	DT
10_1101-2021_01_08_425952	200	4	copyright	copyright	NN
10_1101-2021_01_08_425952	200	5	holder	holder	NN
10_1101-2021_01_08_425952	200	6	for	for	IN
10_1101-2021_01_08_425952	200	7	this	this	DT
10_1101-2021_01_08_425952	200	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	200	9	version	version	NN
10_1101-2021_01_08_425952	200	10	posted	post	VBD
10_1101-2021_01_08_425952	200	11	January	January	NNP
10_1101-2021_01_08_425952	200	12	9	9	CD
10_1101-2021_01_08_425952	200	13	,	,	,
10_1101-2021_01_08_425952	200	14	2021	2021	CD
10_1101-2021_01_08_425952	200	15	.	.	.
10_1101-2021_01_08_425952	200	16	;	;	:
10_1101-2021_01_08_425952	200	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	200	18	:	:	:
10_1101-2021_01_08_425952	200	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	200	20	preprint	preprint	NN
10_1101-2021_01_08_425952	200	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	200	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	200	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	200	24	of	of	IN
10_1101-2021_01_08_425952	200	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	200	26	Software	Software	NNP
10_1101-2021_01_08_425952	200	27	19	19	CD
10_1101-2021_01_08_425952	200	28	+	+	SYM
10_1101-2021_01_08_425952	200	29	testClinicalDF$patid	testclinicaldf$patid	VB
10_1101-2021_01_08_425952	200	30	%	%	NN
10_1101-2021_01_08_425952	200	31	in%	in%	NN
10_1101-2021_01_08_425952	200	32	getUniquePatidList(uniqueTherapyDF	getuniquepatidlist(uniquetherapydf	XX
10_1101-2021_01_08_425952	200	33	)	)	-RRB-
10_1101-2021_01_08_425952	200	34	)	)	-RRB-
10_1101-2021_01_08_425952	200	35	>	>	XX
10_1101-2021_01_08_425952	200	36	#	#	$
10_1101-2021_01_08_425952	200	37	Specific	specific	JJ
10_1101-2021_01_08_425952	200	38	medcodes	medcode	NNS
10_1101-2021_01_08_425952	200	39	have	have	VBP
10_1101-2021_01_08_425952	200	40	not	not	RB
10_1101-2021_01_08_425952	200	41	been	be	VBN
10_1101-2021_01_08_425952	200	42	provided	provide	VBN
10_1101-2021_01_08_425952	200	43	.	.	.
10_1101-2021_01_08_425952	201	1	All	all	DT
10_1101-2021_01_08_425952	201	2	medcodes	medcode	NNS
10_1101-2021_01_08_425952	201	3	in	in	IN
10_1101-2021_01_08_425952	201	4	the	the	DT
10_1101-2021_01_08_425952	201	5	clinical	clinical	JJ
10_1101-2021_01_08_425952	201	6	>	>	XX
10_1101-2021_01_08_425952	201	7	#	#	$
10_1101-2021_01_08_425952	201	8	dataframe	dataframe	NN
10_1101-2021_01_08_425952	201	9	are	be	VBP
10_1101-2021_01_08_425952	201	10	considered	consider	VBN
10_1101-2021_01_08_425952	201	11	.	.	.
10_1101-2021_01_08_425952	202	1	This	this	DT
10_1101-2021_01_08_425952	202	2	is	be	VBZ
10_1101-2021_01_08_425952	202	3	possible	possible	JJ
10_1101-2021_01_08_425952	202	4	if	if	IN
10_1101-2021_01_08_425952	202	5	one	one	CD
10_1101-2021_01_08_425952	202	6	either	either	CC
10_1101-2021_01_08_425952	202	7	one	one	NN
10_1101-2021_01_08_425952	202	8	is	be	VBZ
10_1101-2021_01_08_425952	202	9	not	not	RB
10_1101-2021_01_08_425952	202	10	interested	interested	JJ
10_1101-2021_01_08_425952	202	11	>	>	XX
10_1101-2021_01_08_425952	202	12	#	#	$
10_1101-2021_01_08_425952	202	13	in	in	IN
10_1101-2021_01_08_425952	202	14	the	the	DT
10_1101-2021_01_08_425952	202	15	nature	nature	NN
10_1101-2021_01_08_425952	202	16	of	of	IN
10_1101-2021_01_08_425952	202	17	the	the	DT
10_1101-2021_01_08_425952	202	18	clinical	clinical	JJ
10_1101-2021_01_08_425952	202	19	complaint	complaint	NN
10_1101-2021_01_08_425952	202	20	or	or	CC
10_1101-2021_01_08_425952	202	21	the	the	DT
10_1101-2021_01_08_425952	202	22	clinical	clinical	JJ
10_1101-2021_01_08_425952	202	23	dataframe	dataframe	NN
10_1101-2021_01_08_425952	202	24	has	have	VBZ
10_1101-2021_01_08_425952	202	25	been	be	VBN
10_1101-2021_01_08_425952	202	26	>	>	XX
10_1101-2021_01_08_425952	202	27	#	#	NN
10_1101-2021_01_08_425952	202	28	adjusted	adjust	VBN
10_1101-2021_01_08_425952	202	29	to	to	IN
10_1101-2021_01_08_425952	202	30	only	only	RB
10_1101-2021_01_08_425952	202	31	include	include	VB
10_1101-2021_01_08_425952	202	32	clinical	clinical	JJ
10_1101-2021_01_08_425952	202	33	complaints	complaint	NNS
10_1101-2021_01_08_425952	202	34	of	of	IN
10_1101-2021_01_08_425952	202	35	interest	interest	NN
10_1101-2021_01_08_425952	202	36	.	.	.
10_1101-2021_01_08_425952	203	1	>	>	XX
10_1101-2021_01_08_425952	203	2	firstDF	firstDF	NNP
10_1101-2021_01_08_425952	203	3	<	<	XX
10_1101-2021_01_08_425952	203	4	-	-	HYPH
10_1101-2021_01_08_425952	203	5	getPatientsWithFirstDrugWithDisease(clinicalDF	getPatientsWithFirstDrugWithDisease(clinicalDF	NNP
10_1101-2021_01_08_425952	203	6	=	=	SYM
10_1101-2021_01_08_425952	203	7	reducedClinicalDF	reducedClinicalDF	NNP
10_1101-2021_01_08_425952	203	8	,	,	,
10_1101-2021_01_08_425952	203	9	+	+	CC
10_1101-2021_01_08_425952	203	10	therapyDF	therapyDF	NNP
10_1101-2021_01_08_425952	203	11	=	=	SYM
10_1101-2021_01_08_425952	203	12	uniqueTherapyDF	uniqueTherapyDF	NNP
10_1101-2021_01_08_425952	203	13	,	,	,
10_1101-2021_01_08_425952	203	14	+	+	CC
10_1101-2021_01_08_425952	203	15	drugCodesVector	drugcodesvector	NN
10_1101-2021_01_08_425952	203	16	=	=	SYM
10_1101-2021_01_08_425952	203	17	sampleDrugs	sampledrug	NNS
10_1101-2021_01_08_425952	203	18	)	)	-RRB-
10_1101-2021_01_08_425952	203	19	In	in	IN
10_1101-2021_01_08_425952	203	20	the	the	DT
10_1101-2021_01_08_425952	203	21	above	above	JJ
10_1101-2021_01_08_425952	203	22	example	example	NN
10_1101-2021_01_08_425952	203	23	,	,	,
10_1101-2021_01_08_425952	203	24	patients	patient	NNS
10_1101-2021_01_08_425952	203	25	with	with	IN
10_1101-2021_01_08_425952	203	26	more	more	JJR
10_1101-2021_01_08_425952	203	27	than	than	IN
10_1101-2021_01_08_425952	203	28	one	one	CD
10_1101-2021_01_08_425952	203	29	prescription	prescription	NN
10_1101-2021_01_08_425952	203	30	on	on	IN
10_1101-2021_01_08_425952	203	31	the	the	DT
10_1101-2021_01_08_425952	203	32	same	same	JJ
10_1101-2021_01_08_425952	203	33	date	date	NN
10_1101-2021_01_08_425952	203	34	or	or	CC
10_1101-2021_01_08_425952	203	35	without	without	IN
10_1101-2021_01_08_425952	203	36	a	a	DT
10_1101-2021_01_08_425952	203	37	prescription	prescription	NN
10_1101-2021_01_08_425952	203	38	at	at	RB
10_1101-2021_01_08_425952	203	39	all	all	RB
10_1101-2021_01_08_425952	203	40	(	(	-LRB-
10_1101-2021_01_08_425952	203	41	from	from	IN
10_1101-2021_01_08_425952	203	42	the	the	DT
10_1101-2021_01_08_425952	203	43	set	set	NN
10_1101-2021_01_08_425952	203	44	of	of	IN
10_1101-2021_01_08_425952	203	45	desired	desire	VBN
10_1101-2021_01_08_425952	203	46	prescription	prescription	NN
10_1101-2021_01_08_425952	203	47	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	203	48	)	)	-RRB-
10_1101-2021_01_08_425952	203	49	were	be	VBD
10_1101-2021_01_08_425952	203	50	removed	remove	VBN
10_1101-2021_01_08_425952	203	51	from	from	IN
10_1101-2021_01_08_425952	203	52	the	the	DT
10_1101-2021_01_08_425952	203	53	cohort	cohort	NN
10_1101-2021_01_08_425952	203	54	.	.	.
10_1101-2021_01_08_425952	204	1	This	this	DT
10_1101-2021_01_08_425952	204	2	reduced	reduce	VBD
10_1101-2021_01_08_425952	204	3	the	the	DT
10_1101-2021_01_08_425952	204	4	number	number	NN
10_1101-2021_01_08_425952	204	5	of	of	IN
10_1101-2021_01_08_425952	204	6	patients	patient	NNS
10_1101-2021_01_08_425952	204	7	from	from	IN
10_1101-2021_01_08_425952	204	8	3838	3838	CD
10_1101-2021_01_08_425952	204	9	patients	patient	NNS
10_1101-2021_01_08_425952	204	10	to	to	IN
10_1101-2021_01_08_425952	204	11	2930	2930	CD
10_1101-2021_01_08_425952	204	12	.	.	.
10_1101-2021_01_08_425952	205	1	Next	next	RB
10_1101-2021_01_08_425952	205	2	,	,	,
10_1101-2021_01_08_425952	205	3	only	only	RB
10_1101-2021_01_08_425952	205	4	those	those	DT
10_1101-2021_01_08_425952	205	5	patients	patient	NNS
10_1101-2021_01_08_425952	205	6	with	with	IN
10_1101-2021_01_08_425952	205	7	a	a	DT
10_1101-2021_01_08_425952	205	8	first	first	JJ
10_1101-2021_01_08_425952	205	9	line	line	NN
10_1101-2021_01_08_425952	205	10	treatment	treatment	NN
10_1101-2021_01_08_425952	205	11	(	(	-LRB-
10_1101-2021_01_08_425952	205	12	first	first	JJ
10_1101-2021_01_08_425952	205	13	prescription	prescription	NN
10_1101-2021_01_08_425952	205	14	event	event	NN
10_1101-2021_01_08_425952	205	15	on	on	IN
10_1101-2021_01_08_425952	205	16	the	the	DT
10_1101-2021_01_08_425952	205	17	same	same	JJ
10_1101-2021_01_08_425952	205	18	date	date	NN
10_1101-2021_01_08_425952	205	19	as	as	IN
10_1101-2021_01_08_425952	205	20	a	a	DT
10_1101-2021_01_08_425952	205	21	clinical	clinical	JJ
10_1101-2021_01_08_425952	205	22	event	event	NN
10_1101-2021_01_08_425952	205	23	)	)	-RRB-
10_1101-2021_01_08_425952	205	24	were	be	VBD
10_1101-2021_01_08_425952	205	25	kept	keep	VBN
10_1101-2021_01_08_425952	205	26	,	,	,
10_1101-2021_01_08_425952	205	27	reducing	reduce	VBG
10_1101-2021_01_08_425952	205	28	the	the	DT
10_1101-2021_01_08_425952	205	29	sample	sample	NN
10_1101-2021_01_08_425952	205	30	size	size	NN
10_1101-2021_01_08_425952	205	31	to	to	IN
10_1101-2021_01_08_425952	205	32	587	587	CD
10_1101-2021_01_08_425952	205	33	patients	patient	NNS
10_1101-2021_01_08_425952	205	34	.	.	.
10_1101-2021_01_08_425952	206	1	removePatientsByDuration	removePatientsByDuration	VBZ
10_1101-2021_01_08_425952	206	2	Longitudinal	Longitudinal	NNP
10_1101-2021_01_08_425952	206	3	EHR	EHR	NNP
10_1101-2021_01_08_425952	206	4	cohort	cohort	NN
10_1101-2021_01_08_425952	206	5	studies	study	NNS
10_1101-2021_01_08_425952	206	6	often	often	RB
10_1101-2021_01_08_425952	206	7	requires	require	VBZ
10_1101-2021_01_08_425952	206	8	careful	careful	JJ
10_1101-2021_01_08_425952	206	9	time	time	NN
10_1101-2021_01_08_425952	206	10	-	-	HYPH
10_1101-2021_01_08_425952	206	11	related	relate	VBN
10_1101-2021_01_08_425952	206	12	consideration	consideration	NN
10_1101-2021_01_08_425952	206	13	.	.	.
10_1101-2021_01_08_425952	207	1	Currently	currently	RB
10_1101-2021_01_08_425952	207	2	,	,	,
10_1101-2021_01_08_425952	207	3	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	207	4	presents	present	VBZ
10_1101-2021_01_08_425952	207	5	two	two	CD
10_1101-2021_01_08_425952	207	6	functions	function	NNS
10_1101-2021_01_08_425952	207	7	that	that	WDT
10_1101-2021_01_08_425952	207	8	identify	identify	VBP
10_1101-2021_01_08_425952	207	9	prescription	prescription	NN
10_1101-2021_01_08_425952	207	10	records	record	NNS
10_1101-2021_01_08_425952	207	11	of	of	IN
10_1101-2021_01_08_425952	207	12	patients	patient	NNS
10_1101-2021_01_08_425952	207	13	that	that	WDT
10_1101-2021_01_08_425952	207	14	match	match	VBP
10_1101-2021_01_08_425952	207	15	two	two	CD
10_1101-2021_01_08_425952	207	16	time	time	NN
10_1101-2021_01_08_425952	207	17	constraints	constraint	NNS
10_1101-2021_01_08_425952	207	18	.	.	.
10_1101-2021_01_08_425952	208	1	The	the	DT
10_1101-2021_01_08_425952	208	2	first	first	JJ
10_1101-2021_01_08_425952	208	3	,	,	,
10_1101-2021_01_08_425952	208	4	removePatientsByDuration	removePatientsByDuration	NNS
10_1101-2021_01_08_425952	208	5	,	,	,
10_1101-2021_01_08_425952	208	6	removes	remove	VBZ
10_1101-2021_01_08_425952	208	7	all	all	DT
10_1101-2021_01_08_425952	208	8	patients	patient	NNS
10_1101-2021_01_08_425952	208	9	with	with	IN
10_1101-2021_01_08_425952	208	10	prescription	prescription	NN
10_1101-2021_01_08_425952	208	11	events	event	NNS
10_1101-2021_01_08_425952	208	12	that	that	WDT
10_1101-2021_01_08_425952	208	13	are	be	VBP
10_1101-2021_01_08_425952	208	14	no	no	RB
10_1101-2021_01_08_425952	208	15	more	more	JJR
10_1101-2021_01_08_425952	208	16	than	than	IN
10_1101-2021_01_08_425952	208	17	n	n	DT
10_1101-2021_01_08_425952	208	18	years	year	NNS
10_1101-2021_01_08_425952	208	19	between	between	IN
10_1101-2021_01_08_425952	208	20	consecutive	consecutive	JJ
10_1101-2021_01_08_425952	208	21	events	event	NNS
10_1101-2021_01_08_425952	208	22	or	or	CC
10_1101-2021_01_08_425952	208	23	removes	remove	VBZ
10_1101-2021_01_08_425952	208	24	patients	patient	NNS
10_1101-2021_01_08_425952	208	25	if	if	IN
10_1101-2021_01_08_425952	208	26	the	the	DT
10_1101-2021_01_08_425952	208	27	duration	duration	NN
10_1101-2021_01_08_425952	208	28	between	between	IN
10_1101-2021_01_08_425952	208	29	the	the	DT
10_1101-2021_01_08_425952	208	30	first	first	JJ
10_1101-2021_01_08_425952	208	31	and	and	CC
10_1101-2021_01_08_425952	208	32	last	last	JJ
10_1101-2021_01_08_425952	208	33	prescription	prescription	NN
10_1101-2021_01_08_425952	208	34	event	event	NN
10_1101-2021_01_08_425952	208	35	on	on	IN
10_1101-2021_01_08_425952	208	36	record	record	NN
10_1101-2021_01_08_425952	208	37	is	be	VBZ
10_1101-2021_01_08_425952	208	38	less	less	JJR
10_1101-2021_01_08_425952	208	39	than	than	IN
10_1101-2021_01_08_425952	208	40	n	n	CD
10_1101-2021_01_08_425952	208	41	years	year	NNS
10_1101-2021_01_08_425952	208	42	.	.	.
10_1101-2021_01_08_425952	209	1	>	>	XX
10_1101-2021_01_08_425952	209	2	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	209	3	)	)	-RRB-
10_1101-2021_01_08_425952	209	4	>	>	XX
10_1101-2021_01_08_425952	209	5	df	df	FW
10_1101-2021_01_08_425952	209	6	<	<	XX
10_1101-2021_01_08_425952	209	7	-	-	HYPH
10_1101-2021_01_08_425952	209	8	removePatientsByDuration(minObsYr	removePatientsByDuration(minObsYr	NNPS
10_1101-2021_01_08_425952	209	9	=	=	NN
10_1101-2021_01_08_425952	209	10	5	5	CD
10_1101-2021_01_08_425952	209	11	,	,	,
10_1101-2021_01_08_425952	209	12	+	+	CC
10_1101-2021_01_08_425952	209	13	minBreakYr	minBreakYr	NNPS
10_1101-2021_01_08_425952	209	14	=	=	SYM
10_1101-2021_01_08_425952	209	15	2	2	CD
10_1101-2021_01_08_425952	209	16	,	,	,
10_1101-2021_01_08_425952	209	17	+	+	CC
10_1101-2021_01_08_425952	209	18	therapyDF	therapyDF	NNS
10_1101-2021_01_08_425952	209	19	=	=	SYM
10_1101-2021_01_08_425952	209	20	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	209	21	)	)	-RRB-
10_1101-2021_01_08_425952	209	22	getBurnInPatients	getburninpatient	NNS
10_1101-2021_01_08_425952	209	23	The	the	DT
10_1101-2021_01_08_425952	209	24	second	second	JJ
10_1101-2021_01_08_425952	209	25	time	time	NN
10_1101-2021_01_08_425952	209	26	-	-	HYPH
10_1101-2021_01_08_425952	209	27	related	relate	VBN
10_1101-2021_01_08_425952	209	28	function	function	NN
10_1101-2021_01_08_425952	209	29	,	,	,
10_1101-2021_01_08_425952	209	30	getBurnInPatients	getburninpatient	NNS
10_1101-2021_01_08_425952	209	31	identifies	identify	VBZ
10_1101-2021_01_08_425952	209	32	all	all	DT
10_1101-2021_01_08_425952	209	33	patient	patient	JJ
10_1101-2021_01_08_425952	209	34	prescription	prescription	NN
10_1101-2021_01_08_425952	209	35	records	record	NNS
10_1101-2021_01_08_425952	209	36	with	with	IN
10_1101-2021_01_08_425952	209	37	at	at	IN
10_1101-2021_01_08_425952	209	38	least	least	JJS
10_1101-2021_01_08_425952	209	39	n	n	JJ
10_1101-2021_01_08_425952	209	40	days	day	NNS
10_1101-2021_01_08_425952	209	41	free	free	JJ
10_1101-2021_01_08_425952	209	42	from	from	IN
10_1101-2021_01_08_425952	209	43	prescription	prescription	NN
10_1101-2021_01_08_425952	209	44	events	event	NNS
10_1101-2021_01_08_425952	209	45	before	before	IN
10_1101-2021_01_08_425952	209	46	a	a	DT
10_1101-2021_01_08_425952	209	47	specific	specific	JJ
10_1101-2021_01_08_425952	209	48	prescription	prescription	NN
10_1101-2021_01_08_425952	209	49	event	event	NN
10_1101-2021_01_08_425952	209	50	.	.	.
10_1101-2021_01_08_425952	210	1	This	this	DT
10_1101-2021_01_08_425952	210	2	is	be	VBZ
10_1101-2021_01_08_425952	210	3	useful	useful	JJ
10_1101-2021_01_08_425952	210	4	if	if	IN
10_1101-2021_01_08_425952	210	5	one	one	PRP
10_1101-2021_01_08_425952	210	6	requires	require	VBZ
10_1101-2021_01_08_425952	210	7	a	a	DT
10_1101-2021_01_08_425952	210	8	period	period	NN
10_1101-2021_01_08_425952	210	9	of	of	IN
10_1101-2021_01_08_425952	210	10	time	time	NN
10_1101-2021_01_08_425952	210	11	free	free	JJ
10_1101-2021_01_08_425952	210	12	from	from	IN
10_1101-2021_01_08_425952	210	13	prescription	prescription	NN
10_1101-2021_01_08_425952	210	14	intervention	intervention	NN
10_1101-2021_01_08_425952	210	15	before	before	IN
10_1101-2021_01_08_425952	210	16	a	a	DT
10_1101-2021_01_08_425952	210	17	given	give	VBN
10_1101-2021_01_08_425952	210	18	prescription	prescription	NN
10_1101-2021_01_08_425952	210	19	event	event	NN
10_1101-2021_01_08_425952	210	20	:	:	:
10_1101-2021_01_08_425952	210	21	>	>	XX
10_1101-2021_01_08_425952	210	22	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	210	23	)	)	-RRB-
10_1101-2021_01_08_425952	210	24	>	>	XX
10_1101-2021_01_08_425952	210	25	drugOfInterestVector	drugOfInterestVector	NNP
10_1101-2021_01_08_425952	210	26	<	<	NNP
10_1101-2021_01_08_425952	210	27	-	-	HYPH
10_1101-2021_01_08_425952	210	28	c(83,49,297,1888,940,5	c(83,49,297,1888,940,5	NNP
10_1101-2021_01_08_425952	210	29	)	)	-RRB-
10_1101-2021_01_08_425952	210	30	>	>	XX
10_1101-2021_01_08_425952	210	31	patientList	patientList	NNP
10_1101-2021_01_08_425952	210	32	<	<	XX
10_1101-2021_01_08_425952	210	33	-	-	HYPH
10_1101-2021_01_08_425952	210	34	getBurnInPatients(df	getBurnInPatients(df	NNP
10_1101-2021_01_08_425952	210	35	=	=	SYM
10_1101-2021_01_08_425952	210	36	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	210	37	,	,	,
10_1101-2021_01_08_425952	210	38	+	+	CC
10_1101-2021_01_08_425952	210	39	startCodesVector	startcodesvector	NN
10_1101-2021_01_08_425952	210	40	=	=	SYM
10_1101-2021_01_08_425952	210	41	drugOfInterestVector	drugofinterestvector	NN
10_1101-2021_01_08_425952	210	42	,	,	,
10_1101-2021_01_08_425952	210	43	+	+	CC
10_1101-2021_01_08_425952	210	44	periodDaysBefore	perioddaysbefore	NN
10_1101-2021_01_08_425952	210	45	=	=	SYM
10_1101-2021_01_08_425952	210	46	172	172	CD
10_1101-2021_01_08_425952	210	47	)	)	-RRB-
10_1101-2021_01_08_425952	210	48	>	>	NFP
10_1101-2021_01_08_425952	210	49	burnInTherapyDF	burnInTherapyDF	NNP
10_1101-2021_01_08_425952	210	50	<	<	XX
10_1101-2021_01_08_425952	210	51	-	-	HYPH
10_1101-2021_01_08_425952	210	52	subset(testTherapyDF	subset(testTherapyDF	NNP
10_1101-2021_01_08_425952	210	53	,	,	,
10_1101-2021_01_08_425952	210	54	+	+	CC
10_1101-2021_01_08_425952	210	55	testTherapyDF$patid	testtherapydf$patid	NN
10_1101-2021_01_08_425952	210	56	%	%	NN
10_1101-2021_01_08_425952	210	57	in%	in%	VBP
10_1101-2021_01_08_425952	210	58	patientList	patientlist	NN
10_1101-2021_01_08_425952	210	59	)	)	-RRB-
10_1101-2021_01_08_425952	210	60	In	in	IN
10_1101-2021_01_08_425952	210	61	the	the	DT
10_1101-2021_01_08_425952	210	62	above	above	JJ
10_1101-2021_01_08_425952	210	63	example	example	NN
10_1101-2021_01_08_425952	210	64	,	,	,
10_1101-2021_01_08_425952	210	65	from	from	IN
10_1101-2021_01_08_425952	210	66	a	a	DT
10_1101-2021_01_08_425952	210	67	cohort	cohort	NN
10_1101-2021_01_08_425952	210	68	of	of	IN
10_1101-2021_01_08_425952	210	69	3838	3838	CD
10_1101-2021_01_08_425952	210	70	patients	patient	NNS
10_1101-2021_01_08_425952	210	71	,	,	,
10_1101-2021_01_08_425952	210	72	426	426	CD
10_1101-2021_01_08_425952	210	73	patients	patient	NNS
10_1101-2021_01_08_425952	210	74	had	have	VBD
10_1101-2021_01_08_425952	210	75	a	a	DT
10_1101-2021_01_08_425952	210	76	period	period	NN
10_1101-2021_01_08_425952	210	77	of	of	IN
10_1101-2021_01_08_425952	210	78	up	up	IN
10_1101-2021_01_08_425952	210	79	to	to	TO
10_1101-2021_01_08_425952	210	80	172	172	CD
10_1101-2021_01_08_425952	210	81	days	day	NNS
10_1101-2021_01_08_425952	210	82	free	free	JJ
10_1101-2021_01_08_425952	210	83	from	from	IN
10_1101-2021_01_08_425952	210	84	of	of	IN
10_1101-2021_01_08_425952	210	85	prescription	prescription	NN
10_1101-2021_01_08_425952	210	86	events	event	NNS
10_1101-2021_01_08_425952	210	87	before	before	IN
10_1101-2021_01_08_425952	210	88	the	the	DT
10_1101-2021_01_08_425952	210	89	first	first	JJ
10_1101-2021_01_08_425952	210	90	prescription	prescription	NN
10_1101-2021_01_08_425952	210	91	prodcode	prodcode	NN
10_1101-2021_01_08_425952	210	92	specified	specify	VBN
10_1101-2021_01_08_425952	210	93	via	via	IN
10_1101-2021_01_08_425952	210	94	the	the	DT
10_1101-2021_01_08_425952	210	95	startCodesVector	startCodesVector	NNP
10_1101-2021_01_08_425952	210	96	argument	argument	NN
10_1101-2021_01_08_425952	210	97	.	.	.
10_1101-2021_01_08_425952	211	1	The	the	DT
10_1101-2021_01_08_425952	211	2	functionality	functionality	NN
10_1101-2021_01_08_425952	211	3	relies	rely	VBZ
10_1101-2021_01_08_425952	211	4	on	on	IN
10_1101-2021_01_08_425952	211	5	the	the	DT
10_1101-2021_01_08_425952	211	6	patient	patient	NN
10_1101-2021_01_08_425952	211	7	having	have	VBG
10_1101-2021_01_08_425952	211	8	prescription	prescription	NN
10_1101-2021_01_08_425952	211	9	events	event	NNS
10_1101-2021_01_08_425952	211	10	before	before	IN
10_1101-2021_01_08_425952	211	11	the	the	DT
10_1101-2021_01_08_425952	211	12	burn	burn	NN
10_1101-2021_01_08_425952	211	13	-	-	HYPH
10_1101-2021_01_08_425952	211	14	in	in	RP
10_1101-2021_01_08_425952	211	15	period	period	NN
10_1101-2021_01_08_425952	211	16	(	(	-LRB-
10_1101-2021_01_08_425952	211	17	required	require	VBN
10_1101-2021_01_08_425952	211	18	to	to	TO
10_1101-2021_01_08_425952	211	19	define	define	VB
10_1101-2021_01_08_425952	211	20	whether	whether	IN
10_1101-2021_01_08_425952	211	21	the	the	DT
10_1101-2021_01_08_425952	211	22	patient	patient	NN
10_1101-2021_01_08_425952	211	23	had	have	VBD
10_1101-2021_01_08_425952	211	24	a	a	DT
10_1101-2021_01_08_425952	211	25	CPRD	cprd	NN
10_1101-2021_01_08_425952	211	26	record	record	NN
10_1101-2021_01_08_425952	211	27	early	early	RB
10_1101-2021_01_08_425952	211	28	.CC	.CC	,
10_1101-2021_01_08_425952	211	29	-	-	HYPH
10_1101-2021_01_08_425952	211	30	BY	by	IN
10_1101-2021_01_08_425952	211	31	-	-	HYPH
10_1101-2021_01_08_425952	211	32	ND	ND	NNP
10_1101-2021_01_08_425952	211	33	4.0	4.0	CD
10_1101-2021_01_08_425952	211	34	International	international	JJ
10_1101-2021_01_08_425952	211	35	licensemade	licensemade	NN
10_1101-2021_01_08_425952	211	36	available	available	JJ
10_1101-2021_01_08_425952	211	37	under	under	IN
10_1101-2021_01_08_425952	211	38	a	a	DT
10_1101-2021_01_08_425952	211	39	(	(	-LRB-
10_1101-2021_01_08_425952	211	40	which	which	WDT
10_1101-2021_01_08_425952	211	41	was	be	VBD
10_1101-2021_01_08_425952	211	42	not	not	RB
10_1101-2021_01_08_425952	211	43	certified	certify	VBN
10_1101-2021_01_08_425952	211	44	by	by	IN
10_1101-2021_01_08_425952	211	45	peer	peer	NN
10_1101-2021_01_08_425952	211	46	review	review	NN
10_1101-2021_01_08_425952	211	47	)	)	-RRB-
10_1101-2021_01_08_425952	211	48	is	be	VBZ
10_1101-2021_01_08_425952	211	49	the	the	DT
10_1101-2021_01_08_425952	211	50	author	author	NN
10_1101-2021_01_08_425952	211	51	/	/	SYM
10_1101-2021_01_08_425952	211	52	funder	funder	NN
10_1101-2021_01_08_425952	211	53	,	,	,
10_1101-2021_01_08_425952	211	54	who	who	WP
10_1101-2021_01_08_425952	211	55	has	have	VBZ
10_1101-2021_01_08_425952	211	56	granted	grant	VBN
10_1101-2021_01_08_425952	211	57	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	211	58	a	a	DT
10_1101-2021_01_08_425952	211	59	license	license	NN
10_1101-2021_01_08_425952	211	60	to	to	TO
10_1101-2021_01_08_425952	211	61	display	display	VB
10_1101-2021_01_08_425952	211	62	the	the	DT
10_1101-2021_01_08_425952	211	63	preprint	preprint	NN
10_1101-2021_01_08_425952	211	64	in	in	IN
10_1101-2021_01_08_425952	211	65	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	211	66	.	.	.
10_1101-2021_01_08_425952	212	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	212	2	is	be	VBZ
10_1101-2021_01_08_425952	212	3	The	the	DT
10_1101-2021_01_08_425952	212	4	copyright	copyright	NN
10_1101-2021_01_08_425952	212	5	holder	holder	NN
10_1101-2021_01_08_425952	212	6	for	for	IN
10_1101-2021_01_08_425952	212	7	this	this	DT
10_1101-2021_01_08_425952	212	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	212	9	version	version	NN
10_1101-2021_01_08_425952	212	10	posted	post	VBD
10_1101-2021_01_08_425952	212	11	January	January	NNP
10_1101-2021_01_08_425952	212	12	9	9	CD
10_1101-2021_01_08_425952	212	13	,	,	,
10_1101-2021_01_08_425952	212	14	2021	2021	CD
10_1101-2021_01_08_425952	212	15	.	.	.
10_1101-2021_01_08_425952	212	16	;	;	:
10_1101-2021_01_08_425952	212	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	212	18	:	:	:
10_1101-2021_01_08_425952	212	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	212	20	preprint	preprint	NN
10_1101-2021_01_08_425952	212	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	212	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	212	23	20	20	CD
10_1101-2021_01_08_425952	212	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	212	25	:	:	:
10_1101-2021_01_08_425952	212	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	212	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	212	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	212	29	in	in	IN
10_1101-2021_01_08_425952	212	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	212	31	Health	Health	NNP
10_1101-2021_01_08_425952	212	32	Care	Care	NNP
10_1101-2021_01_08_425952	212	33	Records	Records	NNPS
10_1101-2021_01_08_425952	212	34	enough	enough	RB
10_1101-2021_01_08_425952	212	35	before	before	IN
10_1101-2021_01_08_425952	212	36	the	the	DT
10_1101-2021_01_08_425952	212	37	burn	burn	NN
10_1101-2021_01_08_425952	212	38	-	-	HYPH
10_1101-2021_01_08_425952	212	39	in	in	RP
10_1101-2021_01_08_425952	212	40	period	period	NN
10_1101-2021_01_08_425952	212	41	began	begin	VBD
10_1101-2021_01_08_425952	212	42	)	)	-RRB-
10_1101-2021_01_08_425952	212	43	.	.	.
10_1101-2021_01_08_425952	213	1	For	for	IN
10_1101-2021_01_08_425952	213	2	example	example	NN
10_1101-2021_01_08_425952	213	3	,	,	,
10_1101-2021_01_08_425952	213	4	this	this	DT
10_1101-2021_01_08_425952	213	5	patient	patient	NN
10_1101-2021_01_08_425952	213	6	had	have	VBD
10_1101-2021_01_08_425952	213	7	over	over	IN
10_1101-2021_01_08_425952	213	8	three	three	CD
10_1101-2021_01_08_425952	213	9	years	year	NNS
10_1101-2021_01_08_425952	213	10	of	of	IN
10_1101-2021_01_08_425952	213	11	prescription	prescription	NN
10_1101-2021_01_08_425952	213	12	events	event	NNS
10_1101-2021_01_08_425952	213	13	before	before	IN
10_1101-2021_01_08_425952	213	14	the	the	DT
10_1101-2021_01_08_425952	213	15	prescription	prescription	NN
10_1101-2021_01_08_425952	213	16	of	of	IN
10_1101-2021_01_08_425952	213	17	interest	interest	NN
10_1101-2021_01_08_425952	213	18	(	(	-LRB-
10_1101-2021_01_08_425952	213	19	from	from	IN
10_1101-2021_01_08_425952	213	20	2003	2003	CD
10_1101-2021_01_08_425952	213	21	-	-	SYM
10_1101-2021_01_08_425952	213	22	05	05	CD
10_1101-2021_01_08_425952	213	23	-	-	SYM
10_1101-2021_01_08_425952	213	24	29	29	CD
10_1101-2021_01_08_425952	213	25	to	to	TO
10_1101-2021_01_08_425952	213	26	2007	2007	CD
10_1101-2021_01_08_425952	213	27	-	-	SYM
10_1101-2021_01_08_425952	213	28	10	10	CD
10_1101-2021_01_08_425952	213	29	-	-	SYM
10_1101-2021_01_08_425952	213	30	17	17	CD
10_1101-2021_01_08_425952	213	31	with	with	IN
10_1101-2021_01_08_425952	213	32	over	over	IN
10_1101-2021_01_08_425952	213	33	172	172	CD
10_1101-2021_01_08_425952	213	34	days	day	NNS
10_1101-2021_01_08_425952	213	35	free	free	JJ
10_1101-2021_01_08_425952	213	36	from	from	IN
10_1101-2021_01_08_425952	213	37	exposure	exposure	NN
10_1101-2021_01_08_425952	213	38	before	before	IN
10_1101-2021_01_08_425952	213	39	the	the	DT
10_1101-2021_01_08_425952	213	40	prescription	prescription	NN
10_1101-2021_01_08_425952	213	41	event	event	NN
10_1101-2021_01_08_425952	213	42	of	of	IN
10_1101-2021_01_08_425952	213	43	interest	interest	NN
10_1101-2021_01_08_425952	213	44	prodcode	prodcode	NN
10_1101-2021_01_08_425952	213	45	297	297	CD
10_1101-2021_01_08_425952	213	46	:	:	:
10_1101-2021_01_08_425952	213	47	>	>	XX
10_1101-2021_01_08_425952	213	48	head(burnInTherapyDF[burnInTherapyDF$patid	head(burnInTherapyDF[burnInTherapyDF$patid	NNP
10_1101-2021_01_08_425952	213	49	=	=	SYM
10_1101-2021_01_08_425952	213	50	=	=	SYM
10_1101-2021_01_08_425952	213	51	332412	332412	CD
10_1101-2021_01_08_425952	213	52	,	,	,
10_1101-2021_01_08_425952	213	53	]	]	-RRB-
10_1101-2021_01_08_425952	213	54	,	,	,
10_1101-2021_01_08_425952	213	55	n=9	n=9	NN
10_1101-2021_01_08_425952	213	56	)	)	-RRB-
10_1101-2021_01_08_425952	213	57	[	[	-LRB-
10_1101-2021_01_08_425952	213	58	1	1	CD
10_1101-2021_01_08_425952	213	59	]	]	-RRB-
10_1101-2021_01_08_425952	213	60	patid	patid	NNP
10_1101-2021_01_08_425952	213	61	eventdate	eventdate	NNP
10_1101-2021_01_08_425952	213	62	prodcode	prodcode	NN
10_1101-2021_01_08_425952	213	63	consid	consid	NN
10_1101-2021_01_08_425952	213	64	issueseq	issueseq	NN
10_1101-2021_01_08_425952	213	65	<	<	XX
10_1101-2021_01_08_425952	213	66	0	0	NFP
10_1101-2021_01_08_425952	213	67	rows	row	NNS
10_1101-2021_01_08_425952	213	68	>	>	XX
10_1101-2021_01_08_425952	213	69	(	(	-LRB-
10_1101-2021_01_08_425952	213	70	or	or	CC
10_1101-2021_01_08_425952	213	71	0-length	0-length	CD
10_1101-2021_01_08_425952	213	72	row.names	row.names	NNP
10_1101-2021_01_08_425952	213	73	)	)	-RRB-
10_1101-2021_01_08_425952	213	74	3.3	3.3	CD
10_1101-2021_01_08_425952	213	75	.	.	.
10_1101-2021_01_08_425952	214	1	First	first	JJ
10_1101-2021_01_08_425952	214	2	drug	drug	NN
10_1101-2021_01_08_425952	214	3	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	214	4	getFirstDrugPrescription	getfirstdrugprescription	PRP
10_1101-2021_01_08_425952	214	5	A	a	DT
10_1101-2021_01_08_425952	214	6	patient	patient	NN
10_1101-2021_01_08_425952	214	7	’s	’s	POS
10_1101-2021_01_08_425952	214	8	first	first	JJ
10_1101-2021_01_08_425952	214	9	prescription	prescription	NN
10_1101-2021_01_08_425952	214	10	event	event	NN
10_1101-2021_01_08_425952	214	11	on	on	IN
10_1101-2021_01_08_425952	214	12	CPRD	cprd	NN
10_1101-2021_01_08_425952	214	13	record	record	NN
10_1101-2021_01_08_425952	214	14	can	can	MD
10_1101-2021_01_08_425952	214	15	be	be	VB
10_1101-2021_01_08_425952	214	16	identified	identify	VBN
10_1101-2021_01_08_425952	214	17	by	by	IN
10_1101-2021_01_08_425952	214	18	supplying	supply	VBG
10_1101-2021_01_08_425952	214	19	getFirstDrugPrescription	getfirstdrugprescription	CD
10_1101-2021_01_08_425952	214	20	with	with	IN
10_1101-2021_01_08_425952	214	21	a	a	DT
10_1101-2021_01_08_425952	214	22	list	list	NN
10_1101-2021_01_08_425952	214	23	of	of	IN
10_1101-2021_01_08_425952	214	24	prescription	prescription	NN
10_1101-2021_01_08_425952	214	25	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	214	26	.	.	.
10_1101-2021_01_08_425952	215	1	The	the	DT
10_1101-2021_01_08_425952	215	2	functions	function	NNS
10_1101-2021_01_08_425952	215	3	returns	return	VBZ
10_1101-2021_01_08_425952	215	4	FirstDrugObject	firstdrugobject	NN
10_1101-2021_01_08_425952	215	5	,	,	,
10_1101-2021_01_08_425952	215	6	an	an	DT
10_1101-2021_01_08_425952	215	7	R	R	NNP
10_1101-2021_01_08_425952	215	8	S3	S3	NNP
10_1101-2021_01_08_425952	215	9	ob-	ob-	NN
10_1101-2021_01_08_425952	215	10	ject	ject	NN
10_1101-2021_01_08_425952	215	11	of	of	IN
10_1101-2021_01_08_425952	215	12	type	type	NN
10_1101-2021_01_08_425952	215	13	List	List	NNP
10_1101-2021_01_08_425952	215	14	.	.	.
10_1101-2021_01_08_425952	216	1	Only	only	RB
10_1101-2021_01_08_425952	216	2	the	the	DT
10_1101-2021_01_08_425952	216	3	first	first	JJ
10_1101-2021_01_08_425952	216	4	prescription	prescription	NN
10_1101-2021_01_08_425952	216	5	event	event	NN
10_1101-2021_01_08_425952	216	6	to	to	TO
10_1101-2021_01_08_425952	216	7	match	match	VB
10_1101-2021_01_08_425952	216	8	anyone	anyone	NN
10_1101-2021_01_08_425952	216	9	one	one	CD
10_1101-2021_01_08_425952	216	10	of	of	IN
10_1101-2021_01_08_425952	216	11	the	the	DT
10_1101-2021_01_08_425952	216	12	prescription	prescription	NN
10_1101-2021_01_08_425952	216	13	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	216	14	provided	provide	VBN
10_1101-2021_01_08_425952	216	15	is	be	VBZ
10_1101-2021_01_08_425952	216	16	identified	identify	VBN
10_1101-2021_01_08_425952	216	17	.	.	.
10_1101-2021_01_08_425952	217	1	The	the	DT
10_1101-2021_01_08_425952	217	2	first	first	JJ
10_1101-2021_01_08_425952	217	3	element	element	NN
10_1101-2021_01_08_425952	217	4	of	of	IN
10_1101-2021_01_08_425952	217	5	FirstDrugObject	firstdrugobject	NN
10_1101-2021_01_08_425952	217	6	contains	contain	VBZ
10_1101-2021_01_08_425952	217	7	a	a	DT
10_1101-2021_01_08_425952	217	8	named	name	VBN
10_1101-2021_01_08_425952	217	9	list	list	NN
10_1101-2021_01_08_425952	217	10	of	of	IN
10_1101-2021_01_08_425952	217	11	patid	patid	JJ
10_1101-2021_01_08_425952	217	12	vectors	vector	NNS
10_1101-2021_01_08_425952	217	13	.	.	.
10_1101-2021_01_08_425952	218	1	Each	each	DT
10_1101-2021_01_08_425952	218	2	vector	vector	NN
10_1101-2021_01_08_425952	218	3	contains	contain	VBZ
10_1101-2021_01_08_425952	218	4	the	the	DT
10_1101-2021_01_08_425952	218	5	patids	patid	NNS
10_1101-2021_01_08_425952	218	6	of	of	IN
10_1101-2021_01_08_425952	218	7	all	all	PDT
10_1101-2021_01_08_425952	218	8	those	those	DT
10_1101-2021_01_08_425952	218	9	patients	patient	NNS
10_1101-2021_01_08_425952	218	10	that	that	WDT
10_1101-2021_01_08_425952	218	11	share	share	VBP
10_1101-2021_01_08_425952	218	12	the	the	DT
10_1101-2021_01_08_425952	218	13	same	same	JJ
10_1101-2021_01_08_425952	218	14	first	first	JJ
10_1101-2021_01_08_425952	218	15	prescription	prescription	NN
10_1101-2021_01_08_425952	218	16	prodcode	prodcode	NN
10_1101-2021_01_08_425952	218	17	.	.	.
10_1101-2021_01_08_425952	219	1	The	the	DT
10_1101-2021_01_08_425952	219	2	list	list	NN
10_1101-2021_01_08_425952	219	3	element	element	NN
10_1101-2021_01_08_425952	219	4	is	be	VBZ
10_1101-2021_01_08_425952	219	5	named	name	VBN
10_1101-2021_01_08_425952	219	6	after	after	IN
10_1101-2021_01_08_425952	219	7	the	the	DT
10_1101-2021_01_08_425952	219	8	corresponding	corresponding	JJ
10_1101-2021_01_08_425952	219	9	prescription	prescription	NN
10_1101-2021_01_08_425952	219	10	prodcode	prodcode	NN
10_1101-2021_01_08_425952	219	11	.	.	.
10_1101-2021_01_08_425952	220	1	The	the	DT
10_1101-2021_01_08_425952	220	2	second	second	JJ
10_1101-2021_01_08_425952	220	3	element	element	NN
10_1101-2021_01_08_425952	220	4	in	in	IN
10_1101-2021_01_08_425952	220	5	FirstDrugOject	firstdrugoject	NN
10_1101-2021_01_08_425952	220	6	,	,	,
10_1101-2021_01_08_425952	220	7	like	like	IN
10_1101-2021_01_08_425952	220	8	the	the	DT
10_1101-2021_01_08_425952	220	9	first	first	JJ
10_1101-2021_01_08_425952	220	10	,	,	,
10_1101-2021_01_08_425952	220	11	is	be	VBZ
10_1101-2021_01_08_425952	220	12	a	a	DT
10_1101-2021_01_08_425952	220	13	list	list	NN
10_1101-2021_01_08_425952	220	14	of	of	IN
10_1101-2021_01_08_425952	220	15	Date	Date	NNP
10_1101-2021_01_08_425952	220	16	vectors	vector	NNS
10_1101-2021_01_08_425952	220	17	,	,	,
10_1101-2021_01_08_425952	220	18	each	each	DT
10_1101-2021_01_08_425952	220	19	named	name	VBN
10_1101-2021_01_08_425952	220	20	after	after	IN
10_1101-2021_01_08_425952	220	21	the	the	DT
10_1101-2021_01_08_425952	220	22	corresponding	corresponding	JJ
10_1101-2021_01_08_425952	220	23	prescription	prescription	NN
10_1101-2021_01_08_425952	220	24	prodcode	prodcode	NN
10_1101-2021_01_08_425952	220	25	.	.	.
10_1101-2021_01_08_425952	221	1	Each	each	DT
10_1101-2021_01_08_425952	221	2	Date	date	NN
10_1101-2021_01_08_425952	221	3	vector	vector	NN
10_1101-2021_01_08_425952	221	4	contains	contain	VBZ
10_1101-2021_01_08_425952	221	5	the	the	DT
10_1101-2021_01_08_425952	221	6	eventdate	eventdate	NN
10_1101-2021_01_08_425952	221	7	of	of	IN
10_1101-2021_01_08_425952	221	8	the	the	DT
10_1101-2021_01_08_425952	221	9	prescription	prescription	NN
10_1101-2021_01_08_425952	221	10	event	event	NN
10_1101-2021_01_08_425952	221	11	for	for	IN
10_1101-2021_01_08_425952	221	12	the	the	DT
10_1101-2021_01_08_425952	221	13	patient	patient	NN
10_1101-2021_01_08_425952	221	14	identified	identify	VBN
10_1101-2021_01_08_425952	221	15	by	by	IN
10_1101-2021_01_08_425952	221	16	the	the	DT
10_1101-2021_01_08_425952	221	17	patid	patid	NN
10_1101-2021_01_08_425952	221	18	in	in	IN
10_1101-2021_01_08_425952	221	19	the	the	DT
10_1101-2021_01_08_425952	221	20	identical	identical	JJ
10_1101-2021_01_08_425952	221	21	position	position	NN
10_1101-2021_01_08_425952	221	22	of	of	IN
10_1101-2021_01_08_425952	221	23	the	the	DT
10_1101-2021_01_08_425952	221	24	preceding	precede	VBG
10_1101-2021_01_08_425952	221	25	List	list	NN
10_1101-2021_01_08_425952	221	26	.	.	.
10_1101-2021_01_08_425952	222	1	The	the	DT
10_1101-2021_01_08_425952	222	2	third	third	JJ
10_1101-2021_01_08_425952	222	3	list	list	NN
10_1101-2021_01_08_425952	222	4	element	element	NN
10_1101-2021_01_08_425952	222	5	contains	contain	VBZ
10_1101-2021_01_08_425952	222	6	a	a	DT
10_1101-2021_01_08_425952	222	7	table	table	NN
10_1101-2021_01_08_425952	222	8	of	of	IN
10_1101-2021_01_08_425952	222	9	prescription	prescription	NN
10_1101-2021_01_08_425952	222	10	frequencies	frequency	NNS
10_1101-2021_01_08_425952	222	11	for	for	IN
10_1101-2021_01_08_425952	222	12	each	each	DT
10_1101-2021_01_08_425952	222	13	first	first	JJ
10_1101-2021_01_08_425952	222	14	prescription	prescription	NN
10_1101-2021_01_08_425952	222	15	prodcode	prodcode	NN
10_1101-2021_01_08_425952	222	16	on	on	IN
10_1101-2021_01_08_425952	222	17	record	record	NN
10_1101-2021_01_08_425952	222	18	.	.	.
10_1101-2021_01_08_425952	223	1	The	the	DT
10_1101-2021_01_08_425952	223	2	prodcode	prodcode	NN
10_1101-2021_01_08_425952	223	3	is	be	VBZ
10_1101-2021_01_08_425952	223	4	accompanied	accompany	VBN
10_1101-2021_01_08_425952	223	5	by	by	IN
10_1101-2021_01_08_425952	223	6	a	a	DT
10_1101-2021_01_08_425952	223	7	product	product	NN
10_1101-2021_01_08_425952	223	8	description	description	NN
10_1101-2021_01_08_425952	223	9	providing	provide	VBG
10_1101-2021_01_08_425952	223	10	a	a	DT
10_1101-2021_01_08_425952	223	11	file	file	NN
10_1101-2021_01_08_425952	223	12	of	of	IN
10_1101-2021_01_08_425952	223	13	CPRD	cprd	NN
10_1101-2021_01_08_425952	223	14	prescription	prescription	NN
10_1101-2021_01_08_425952	223	15	products	product	NNS
10_1101-2021_01_08_425952	223	16	has	have	VBZ
10_1101-2021_01_08_425952	223	17	been	be	VBN
10_1101-2021_01_08_425952	223	18	provided	provide	VBN
10_1101-2021_01_08_425952	223	19	.	.	.
10_1101-2021_01_08_425952	224	1	Below	below	RB
10_1101-2021_01_08_425952	224	2	we	-PRON-	PRP
10_1101-2021_01_08_425952	224	3	demonstrate	demonstrate	VBP
10_1101-2021_01_08_425952	224	4	how	how	WRB
10_1101-2021_01_08_425952	224	5	to	to	TO
10_1101-2021_01_08_425952	224	6	retrieve	retrieve	VB
10_1101-2021_01_08_425952	224	7	information	information	NN
10_1101-2021_01_08_425952	224	8	on	on	IN
10_1101-2021_01_08_425952	224	9	first	first	JJ
10_1101-2021_01_08_425952	224	10	-	-	HYPH
10_1101-2021_01_08_425952	224	11	line	line	NN
10_1101-2021_01_08_425952	224	12	treatment	treatment	NN
10_1101-2021_01_08_425952	224	13	:	:	:
10_1101-2021_01_08_425952	224	14	>	>	XX
10_1101-2021_01_08_425952	224	15	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	224	16	)	)	-RRB-
10_1101-2021_01_08_425952	224	17	>	>	XX
10_1101-2021_01_08_425952	224	18	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	224	19	)	)	-RRB-
10_1101-2021_01_08_425952	224	20	>	>	XX
10_1101-2021_01_08_425952	224	21	#	#	$
10_1101-2021_01_08_425952	224	22	An	an	DT
10_1101-2021_01_08_425952	224	23	adjusted	adjust	VBN
10_1101-2021_01_08_425952	224	24	data	datum	NNS
10_1101-2021_01_08_425952	224	25	dictionary	dictionary	JJ
10_1101-2021_01_08_425952	224	26	file	file	NN
10_1101-2021_01_08_425952	224	27	.	.	.
10_1101-2021_01_08_425952	225	1	>	>	XX
10_1101-2021_01_08_425952	225	2	fileLocation	fileLocation	NNP
10_1101-2021_01_08_425952	225	3	<	<	XX
10_1101-2021_01_08_425952	225	4	-	-	:
10_1101-2021_01_08_425952	225	5	"	"	``
10_1101-2021_01_08_425952	225	6	product.txt	product.txt	NN
10_1101-2021_01_08_425952	225	7	"	"	''
10_1101-2021_01_08_425952	225	8	>	>	XX
10_1101-2021_01_08_425952	225	9	#	#	NNP
10_1101-2021_01_08_425952	225	10	Without	without	IN
10_1101-2021_01_08_425952	225	11	supplying	supply	VBG
10_1101-2021_01_08_425952	225	12	a	a	DT
10_1101-2021_01_08_425952	225	13	vector	vector	NN
10_1101-2021_01_08_425952	225	14	of	of	IN
10_1101-2021_01_08_425952	225	15	product	product	NN
10_1101-2021_01_08_425952	225	16	files	file	NNS
10_1101-2021_01_08_425952	225	17	all	all	DT
10_1101-2021_01_08_425952	225	18	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	225	19	in	in	IN
10_1101-2021_01_08_425952	225	20	the	the	DT
10_1101-2021_01_08_425952	225	21	therapy	therapy	NN
10_1101-2021_01_08_425952	225	22	>	>	XX
10_1101-2021_01_08_425952	225	23	#	#	$
10_1101-2021_01_08_425952	225	24	dataset	dataset	NN
10_1101-2021_01_08_425952	225	25	are	be	VBP
10_1101-2021_01_08_425952	225	26	considered	consider	VBN
10_1101-2021_01_08_425952	225	27	.	.	.
10_1101-2021_01_08_425952	226	1	>	>	XX
10_1101-2021_01_08_425952	226	2	resultFDO	resultfdo	FW
10_1101-2021_01_08_425952	226	3	<	<	XX
10_1101-2021_01_08_425952	226	4	-	-	HYPH
10_1101-2021_01_08_425952	226	5	getFirstDrugPrescription(df	getFirstDrugPrescription(df	NNP
10_1101-2021_01_08_425952	226	6	=	=	SYM
10_1101-2021_01_08_425952	226	7	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	226	8	,	,	,
10_1101-2021_01_08_425952	226	9	+	+	CC
10_1101-2021_01_08_425952	226	10	idList	idList	NNP
10_1101-2021_01_08_425952	226	11	=	=	SYM
10_1101-2021_01_08_425952	226	12	NULL	NULL	NNP
10_1101-2021_01_08_425952	226	13	,	,	,
10_1101-2021_01_08_425952	226	14	+	+	CC
10_1101-2021_01_08_425952	226	15	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	226	16	=	=	SYM
10_1101-2021_01_08_425952	226	17	NULL	NULL	NNP
10_1101-2021_01_08_425952	226	18	,	,	,
10_1101-2021_01_08_425952	226	19	+	+	CC
10_1101-2021_01_08_425952	226	20	descriptionFile	descriptionfile	NN
10_1101-2021_01_08_425952	226	21	=	=	SYM
10_1101-2021_01_08_425952	226	22	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	226	23	)	)	-RRB-
10_1101-2021_01_08_425952	226	24	>	>	XX
10_1101-2021_01_08_425952	226	25	patidList	patidlist	NN
10_1101-2021_01_08_425952	226	26	<	<	XX
10_1101-2021_01_08_425952	226	27	-	-	HYPH
10_1101-2021_01_08_425952	226	28	resultFDO[[1	resultFDO[[1	NNP
10_1101-2021_01_08_425952	226	29	]	]	-RRB-
10_1101-2021_01_08_425952	226	30	]	]	-RRB-
10_1101-2021_01_08_425952	226	31	>	>	XX
10_1101-2021_01_08_425952	226	32	eventdateList	eventdatelist	XX
10_1101-2021_01_08_425952	226	33	<	<	XX
10_1101-2021_01_08_425952	226	34	-	-	HYPH
10_1101-2021_01_08_425952	226	35	resultFDO[[2	resultFDO[[2	NNP
10_1101-2021_01_08_425952	226	36	]	]	-RRB-
10_1101-2021_01_08_425952	226	37	]	]	-RRB-
10_1101-2021_01_08_425952	226	38	>	>	NN
10_1101-2021_01_08_425952	226	39	drugFrequencyDF	drugFrequencyDF	NNS
10_1101-2021_01_08_425952	226	40	<	<	XX
10_1101-2021_01_08_425952	226	41	-	-	HYPH
10_1101-2021_01_08_425952	226	42	resultFDO[[3	resultFDO[[3	NNP
10_1101-2021_01_08_425952	226	43	]	]	-RRB-
10_1101-2021_01_08_425952	226	44	]	]	-RRB-
10_1101-2021_01_08_425952	226	45	>	>	NN
10_1101-2021_01_08_425952	226	46	drugFrequencyDF	drugFrequencyDF	NNS
10_1101-2021_01_08_425952	226	47	<	<	XX
10_1101-2021_01_08_425952	226	48	-	-	HYPH
10_1101-2021_01_08_425952	226	49	drugFrequencyDF[order(drugFrequencyDF$Frequency	drugFrequencyDF[order(drugFrequencyDF$Frequency	NNP
10_1101-2021_01_08_425952	226	50	,	,	,
10_1101-2021_01_08_425952	226	51	+	+	CC
10_1101-2021_01_08_425952	226	52	decreasing	decrease	VBG
10_1101-2021_01_08_425952	226	53	=	=	-RRB-
10_1101-2021_01_08_425952	226	54	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	226	55	)	)	-RRB-
10_1101-2021_01_08_425952	226	56	,	,	,
10_1101-2021_01_08_425952	226	57	]	]	-RRB-
10_1101-2021_01_08_425952	226	58	>	>	XX
10_1101-2021_01_08_425952	226	59	ggFreq	ggfreq	CD
10_1101-2021_01_08_425952	226	60	<	<	XX
10_1101-2021_01_08_425952	226	61	-	-	HYPH
10_1101-2021_01_08_425952	226	62	ggplot(data	ggplot(data	NNP
10_1101-2021_01_08_425952	226	63	=	=	SYM
10_1101-2021_01_08_425952	226	64	drugFrequencyDF	drugFrequencyDF	NNP
10_1101-2021_01_08_425952	226	65	,	,	,
10_1101-2021_01_08_425952	226	66	aes(x	aes(x	NN
10_1101-2021_01_08_425952	226	67	=	=	SYM
10_1101-2021_01_08_425952	226	68	description	description	NN
10_1101-2021_01_08_425952	226	69	,	,	,
10_1101-2021_01_08_425952	226	70	y	y	NNP
10_1101-2021_01_08_425952	226	71	=	=	:
10_1101-2021_01_08_425952	226	72	Frequency	Frequency	NNP
10_1101-2021_01_08_425952	226	73	)	)	-RRB-
10_1101-2021_01_08_425952	226	74	)	)	-RRB-
10_1101-2021_01_08_425952	226	75	+	+	CC
10_1101-2021_01_08_425952	226	76	+	+	SYM
10_1101-2021_01_08_425952	226	77	geom_bar(stat="identity	geom_bar(stat="identity	NN
10_1101-2021_01_08_425952	226	78	"	"	''
10_1101-2021_01_08_425952	226	79	)	)	-RRB-
10_1101-2021_01_08_425952	226	80	+	+	NFP
10_1101-2021_01_08_425952	226	81	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	226	82	(	(	-LRB-
10_1101-2021_01_08_425952	226	83	)	)	-RRB-
10_1101-2021_01_08_425952	226	84	+	+	CD
10_1101-2021_01_08_425952	226	85	+	+	SYM
10_1101-2021_01_08_425952	226	86	theme(axis.text.x	theme(axis.text.x	XX
10_1101-2021_01_08_425952	226	87	=	=	SYM
10_1101-2021_01_08_425952	226	88	element_text(angle=45	element_text(angle=45	FW
10_1101-2021_01_08_425952	226	89	,	,	,
10_1101-2021_01_08_425952	226	90	hjust=1	hjust=1	ADD
10_1101-2021_01_08_425952	226	91	)	)	-RRB-
10_1101-2021_01_08_425952	226	92	)	)	-RRB-
10_1101-2021_01_08_425952	226	93	+	+	NFP
10_1101-2021_01_08_425952	226	94	+	+	SYM
10_1101-2021_01_08_425952	226	95	xlab("Drug	xlab("Drug	NNP
10_1101-2021_01_08_425952	226	96	product	product	NN
10_1101-2021_01_08_425952	226	97	description	description	NN
10_1101-2021_01_08_425952	226	98	"	"	''
10_1101-2021_01_08_425952	226	99	)	)	-RRB-
10_1101-2021_01_08_425952	226	100	.CC	.CC	NFP
10_1101-2021_01_08_425952	226	101	-	-	:
10_1101-2021_01_08_425952	226	102	BY	by	IN
10_1101-2021_01_08_425952	226	103	-	-	HYPH
10_1101-2021_01_08_425952	226	104	ND	ND	NNP
10_1101-2021_01_08_425952	226	105	4.0	4.0	CD
10_1101-2021_01_08_425952	226	106	International	international	JJ
10_1101-2021_01_08_425952	226	107	licensemade	licensemade	NN
10_1101-2021_01_08_425952	226	108	available	available	JJ
10_1101-2021_01_08_425952	226	109	under	under	IN
10_1101-2021_01_08_425952	226	110	a	a	DT
10_1101-2021_01_08_425952	226	111	(	(	-LRB-
10_1101-2021_01_08_425952	226	112	which	which	WDT
10_1101-2021_01_08_425952	226	113	was	be	VBD
10_1101-2021_01_08_425952	226	114	not	not	RB
10_1101-2021_01_08_425952	226	115	certified	certify	VBN
10_1101-2021_01_08_425952	226	116	by	by	IN
10_1101-2021_01_08_425952	226	117	peer	peer	NN
10_1101-2021_01_08_425952	226	118	review	review	NN
10_1101-2021_01_08_425952	226	119	)	)	-RRB-
10_1101-2021_01_08_425952	226	120	is	be	VBZ
10_1101-2021_01_08_425952	226	121	the	the	DT
10_1101-2021_01_08_425952	226	122	author	author	NN
10_1101-2021_01_08_425952	226	123	/	/	SYM
10_1101-2021_01_08_425952	226	124	funder	funder	NN
10_1101-2021_01_08_425952	226	125	,	,	,
10_1101-2021_01_08_425952	226	126	who	who	WP
10_1101-2021_01_08_425952	226	127	has	have	VBZ
10_1101-2021_01_08_425952	226	128	granted	grant	VBN
10_1101-2021_01_08_425952	226	129	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	226	130	a	a	DT
10_1101-2021_01_08_425952	226	131	license	license	NN
10_1101-2021_01_08_425952	226	132	to	to	TO
10_1101-2021_01_08_425952	226	133	display	display	VB
10_1101-2021_01_08_425952	226	134	the	the	DT
10_1101-2021_01_08_425952	226	135	preprint	preprint	NN
10_1101-2021_01_08_425952	226	136	in	in	IN
10_1101-2021_01_08_425952	226	137	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	226	138	.	.	.
10_1101-2021_01_08_425952	227	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	227	2	is	be	VBZ
10_1101-2021_01_08_425952	227	3	The	the	DT
10_1101-2021_01_08_425952	227	4	copyright	copyright	NN
10_1101-2021_01_08_425952	227	5	holder	holder	NN
10_1101-2021_01_08_425952	227	6	for	for	IN
10_1101-2021_01_08_425952	227	7	this	this	DT
10_1101-2021_01_08_425952	227	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	227	9	version	version	NN
10_1101-2021_01_08_425952	227	10	posted	post	VBD
10_1101-2021_01_08_425952	227	11	January	January	NNP
10_1101-2021_01_08_425952	227	12	9	9	CD
10_1101-2021_01_08_425952	227	13	,	,	,
10_1101-2021_01_08_425952	227	14	2021	2021	CD
10_1101-2021_01_08_425952	227	15	.	.	.
10_1101-2021_01_08_425952	227	16	;	;	:
10_1101-2021_01_08_425952	227	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	227	18	:	:	:
10_1101-2021_01_08_425952	227	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	227	20	preprint	preprint	NN
10_1101-2021_01_08_425952	227	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	227	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	227	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	227	24	of	of	IN
10_1101-2021_01_08_425952	227	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	227	26	Software	Software	NNP
10_1101-2021_01_08_425952	227	27	21	21	CD
10_1101-2021_01_08_425952	227	28	>	>	NFP
10_1101-2021_01_08_425952	227	29	#	#	$
10_1101-2021_01_08_425952	227	30	The	the	DT
10_1101-2021_01_08_425952	227	31	structure	structure	NN
10_1101-2021_01_08_425952	227	32	of	of	IN
10_1101-2021_01_08_425952	227	33	the	the	DT
10_1101-2021_01_08_425952	227	34	FirstDrugObject	firstdrugobject	NN
10_1101-2021_01_08_425952	227	35	.	.	.
10_1101-2021_01_08_425952	228	1	>	>	XX
10_1101-2021_01_08_425952	228	2	str(resultFDO	str(resultFDO	NNS
10_1101-2021_01_08_425952	228	3	,	,	,
10_1101-2021_01_08_425952	228	4	strict.width="wrap	strict.width="wrap	NN
10_1101-2021_01_08_425952	228	5	"	"	''
10_1101-2021_01_08_425952	228	6	,	,	,
10_1101-2021_01_08_425952	228	7	list.len	list.len	ADD
10_1101-2021_01_08_425952	228	8	=	=	SYM
10_1101-2021_01_08_425952	228	9	5	5	CD
10_1101-2021_01_08_425952	228	10	)	)	-RRB-
10_1101-2021_01_08_425952	228	11	0	0	CD
10_1101-2021_01_08_425952	228	12	500	500	CD
10_1101-2021_01_08_425952	228	13	1000	1000	CD
10_1101-2021_01_08_425952	228	14	Am	be	VBP
10_1101-2021_01_08_425952	228	15	itr	itr	JJ
10_1101-2021_01_08_425952	228	16	ip	ip	NNP
10_1101-2021_01_08_425952	228	17	ty	ty	NNP
10_1101-2021_01_08_425952	228	18	lin	lin	NNP
10_1101-2021_01_08_425952	228	19	e	e	NNP
10_1101-2021_01_08_425952	228	20	10	10	CD
10_1101-2021_01_08_425952	228	21	m	m	NNP
10_1101-2021_01_08_425952	228	22	g	g	NNP
10_1101-2021_01_08_425952	228	23	ta	ta	NNP
10_1101-2021_01_08_425952	228	24	bl	bl	NNP
10_1101-2021_01_08_425952	228	25	et	et	NNP
10_1101-2021_01_08_425952	228	26	s	s	NNP
10_1101-2021_01_08_425952	228	27	Am	be	VBP
10_1101-2021_01_08_425952	228	28	itr	itr	JJ
10_1101-2021_01_08_425952	228	29	ip	ip	NNP
10_1101-2021_01_08_425952	228	30	ty	ty	NNP
10_1101-2021_01_08_425952	228	31	lin	lin	NNP
10_1101-2021_01_08_425952	228	32	e	e	NNP
10_1101-2021_01_08_425952	228	33	25	25	CD
10_1101-2021_01_08_425952	228	34	m	m	NN
10_1101-2021_01_08_425952	228	35	g	g	NNP
10_1101-2021_01_08_425952	228	36	ta	ta	NNP
10_1101-2021_01_08_425952	228	37	bl	bl	NNP
10_1101-2021_01_08_425952	228	38	et	et	NNP
10_1101-2021_01_08_425952	228	39	s	s	NNP
10_1101-2021_01_08_425952	228	40	Am	be	VBP
10_1101-2021_01_08_425952	228	41	itr	itr	JJ
10_1101-2021_01_08_425952	228	42	ip	ip	NNP
10_1101-2021_01_08_425952	228	43	ty	ty	NNP
10_1101-2021_01_08_425952	228	44	lin	lin	NNP
10_1101-2021_01_08_425952	228	45	e	e	NNP
10_1101-2021_01_08_425952	228	46	50	50	CD
10_1101-2021_01_08_425952	228	47	m	m	NNP
10_1101-2021_01_08_425952	228	48	g	g	NNP
10_1101-2021_01_08_425952	228	49	ta	ta	NNP
10_1101-2021_01_08_425952	228	50	bl	bl	NNP
10_1101-2021_01_08_425952	228	51	et	et	NNP
10_1101-2021_01_08_425952	228	52	s	s	NNP
10_1101-2021_01_08_425952	228	53	At	at	IN
10_1101-2021_01_08_425952	228	54	en	en	FW
10_1101-2021_01_08_425952	228	55	ol	old	NNP
10_1101-2021_01_08_425952	228	56	ol	old	NNP
10_1101-2021_01_08_425952	228	57	1	1	CD
10_1101-2021_01_08_425952	228	58	00	00	CD
10_1101-2021_01_08_425952	228	59	m	m	NNP
10_1101-2021_01_08_425952	228	60	g	g	NNP
10_1101-2021_01_08_425952	228	61	ta	ta	NNP
10_1101-2021_01_08_425952	228	62	bl	bl	NNP
10_1101-2021_01_08_425952	228	63	et	et	NNP
10_1101-2021_01_08_425952	228	64	s	s	NNP
10_1101-2021_01_08_425952	228	65	At	at	IN
10_1101-2021_01_08_425952	228	66	en	en	NNP
10_1101-2021_01_08_425952	228	67	ol	old	NNP
10_1101-2021_01_08_425952	228	68	ol	old	NNP
10_1101-2021_01_08_425952	228	69	2	2	CD
10_1101-2021_01_08_425952	228	70	5	5	CD
10_1101-2021_01_08_425952	228	71	m	m	NN
10_1101-2021_01_08_425952	228	72	g	g	NN
10_1101-2021_01_08_425952	228	73	ta	ta	NNP
10_1101-2021_01_08_425952	228	74	bl	bl	NNP
10_1101-2021_01_08_425952	228	75	et	et	NNP
10_1101-2021_01_08_425952	228	76	s	s	NNP
10_1101-2021_01_08_425952	228	77	At	at	IN
10_1101-2021_01_08_425952	228	78	en	en	NNP
10_1101-2021_01_08_425952	228	79	ol	old	NNP
10_1101-2021_01_08_425952	228	80	ol	old	NNP
10_1101-2021_01_08_425952	228	81	5	5	CD
10_1101-2021_01_08_425952	228	82	0	0	CD
10_1101-2021_01_08_425952	228	83	m	m	NN
10_1101-2021_01_08_425952	228	84	g	g	NNP
10_1101-2021_01_08_425952	228	85	ta	ta	NNP
10_1101-2021_01_08_425952	228	86	bl	bl	NNP
10_1101-2021_01_08_425952	228	87	et	et	NNP
10_1101-2021_01_08_425952	228	88	s	s	NNP
10_1101-2021_01_08_425952	228	89	Ca	Ca	NNP
10_1101-2021_01_08_425952	228	90	nd	nd	NNP
10_1101-2021_01_08_425952	228	91	es	es	NNP
10_1101-2021_01_08_425952	228	92	ar	ar	NNP
10_1101-2021_01_08_425952	228	93	ta	ta	NNP
10_1101-2021_01_08_425952	228	94	n	n	NNP
10_1101-2021_01_08_425952	228	95	2	2	CD
10_1101-2021_01_08_425952	228	96	m	m	NNP
10_1101-2021_01_08_425952	228	97	g	g	NNP
10_1101-2021_01_08_425952	228	98	ta	ta	NNP
10_1101-2021_01_08_425952	228	99	bl	bl	NNP
10_1101-2021_01_08_425952	228	100	et	et	NNP
10_1101-2021_01_08_425952	228	101	s	s	NNP
10_1101-2021_01_08_425952	228	102	Ca	Ca	NNP
10_1101-2021_01_08_425952	228	103	nd	nd	NNP
10_1101-2021_01_08_425952	228	104	es	es	NNP
10_1101-2021_01_08_425952	228	105	ar	ar	NNP
10_1101-2021_01_08_425952	228	106	ta	ta	NNP
10_1101-2021_01_08_425952	228	107	n	n	NNP
10_1101-2021_01_08_425952	228	108	4	4	CD
10_1101-2021_01_08_425952	228	109	m	m	NNP
10_1101-2021_01_08_425952	228	110	g	g	NNP
10_1101-2021_01_08_425952	228	111	ta	ta	NNP
10_1101-2021_01_08_425952	228	112	bl	bl	NNP
10_1101-2021_01_08_425952	228	113	et	et	NNP
10_1101-2021_01_08_425952	228	114	s	s	NNP
10_1101-2021_01_08_425952	228	115	Li	Li	NNP
10_1101-2021_01_08_425952	228	116	sin	sin	NN
10_1101-2021_01_08_425952	228	117	op	op	NN
10_1101-2021_01_08_425952	228	118	ril	ril	NN
10_1101-2021_01_08_425952	228	119	1	1	CD
10_1101-2021_01_08_425952	228	120	0	0	CD
10_1101-2021_01_08_425952	228	121	m	m	NN
10_1101-2021_01_08_425952	228	122	g	g	NNP
10_1101-2021_01_08_425952	228	123	ta	ta	NNP
10_1101-2021_01_08_425952	228	124	bl	bl	NNP
10_1101-2021_01_08_425952	228	125	et	et	NNP
10_1101-2021_01_08_425952	228	126	s	s	NNP
10_1101-2021_01_08_425952	228	127	Li	Li	NNP
10_1101-2021_01_08_425952	228	128	sin	sin	NN
10_1101-2021_01_08_425952	228	129	op	op	NN
10_1101-2021_01_08_425952	228	130	ril	ril	NN
10_1101-2021_01_08_425952	228	131	2	2	CD
10_1101-2021_01_08_425952	228	132	.5	.5	NN
10_1101-2021_01_08_425952	228	133	m	m	NNP
10_1101-2021_01_08_425952	228	134	g	g	NNP
10_1101-2021_01_08_425952	228	135	ta	ta	NNP
10_1101-2021_01_08_425952	228	136	bl	bl	NNP
10_1101-2021_01_08_425952	228	137	et	et	NNP
10_1101-2021_01_08_425952	228	138	s	s	NNP
10_1101-2021_01_08_425952	228	139	Li	Li	NNP
10_1101-2021_01_08_425952	228	140	sin	sin	NN
10_1101-2021_01_08_425952	228	141	op	op	NN
10_1101-2021_01_08_425952	228	142	ril	ril	NN
10_1101-2021_01_08_425952	228	143	5	5	CD
10_1101-2021_01_08_425952	228	144	m	m	NN
10_1101-2021_01_08_425952	228	145	g	g	NNP
10_1101-2021_01_08_425952	228	146	ta	ta	NNP
10_1101-2021_01_08_425952	228	147	bl	bl	NNP
10_1101-2021_01_08_425952	228	148	et	et	NNP
10_1101-2021_01_08_425952	228	149	s	s	NNP
10_1101-2021_01_08_425952	228	150	Pr	Pr	NNP
10_1101-2021_01_08_425952	228	151	op	op	NN
10_1101-2021_01_08_425952	228	152	ra	ra	UH
10_1101-2021_01_08_425952	228	153	no	no	UH
10_1101-2021_01_08_425952	228	154	lo	lo	NNP
10_1101-2021_01_08_425952	228	155	l	l	NN
10_1101-2021_01_08_425952	228	156	1	1	CD
10_1101-2021_01_08_425952	228	157	0	0	CD
10_1101-2021_01_08_425952	228	158	m	m	NN
10_1101-2021_01_08_425952	228	159	g	g	NNP
10_1101-2021_01_08_425952	228	160	ta	ta	NNP
10_1101-2021_01_08_425952	228	161	bl	bl	NNP
10_1101-2021_01_08_425952	228	162	et	et	NNP
10_1101-2021_01_08_425952	228	163	s	s	NNP
10_1101-2021_01_08_425952	228	164	Pr	Pr	NNP
10_1101-2021_01_08_425952	228	165	op	op	NN
10_1101-2021_01_08_425952	228	166	ra	ra	UH
10_1101-2021_01_08_425952	228	167	no	no	UH
10_1101-2021_01_08_425952	228	168	lo	lo	NNP
10_1101-2021_01_08_425952	228	169	l	l	NN
10_1101-2021_01_08_425952	228	170	4	4	CD
10_1101-2021_01_08_425952	228	171	0	0	CD
10_1101-2021_01_08_425952	228	172	m	m	NN
10_1101-2021_01_08_425952	228	173	g	g	NNP
10_1101-2021_01_08_425952	228	174	ta	ta	NNP
10_1101-2021_01_08_425952	228	175	bl	bl	NNP
10_1101-2021_01_08_425952	228	176	et	et	NNP
10_1101-2021_01_08_425952	228	177	s	s	NNP
10_1101-2021_01_08_425952	228	178	Pr	Pr	NNP
10_1101-2021_01_08_425952	228	179	op	op	NN
10_1101-2021_01_08_425952	228	180	ra	ra	UH
10_1101-2021_01_08_425952	228	181	no	no	UH
10_1101-2021_01_08_425952	228	182	lo	lo	NNP
10_1101-2021_01_08_425952	228	183	l	l	NN
10_1101-2021_01_08_425952	228	184	8	8	CD
10_1101-2021_01_08_425952	228	185	0	0	CD
10_1101-2021_01_08_425952	228	186	m	m	NN
10_1101-2021_01_08_425952	228	187	g	g	NNP
10_1101-2021_01_08_425952	228	188	m	m	NNP
10_1101-2021_01_08_425952	228	189	od	od	NNP
10_1101-2021_01_08_425952	228	190	ifie	ifie	NN
10_1101-2021_01_08_425952	228	191	d−	d−	NNP
10_1101-2021_01_08_425952	228	192	re	re	NN
10_1101-2021_01_08_425952	228	193	le	le	NNP
10_1101-2021_01_08_425952	228	194	as	as	IN
10_1101-2021_01_08_425952	228	195	e	e	NNP
10_1101-2021_01_08_425952	228	196	ca	ca	MD
10_1101-2021_01_08_425952	228	197	ps	ps	VB
10_1101-2021_01_08_425952	228	198	ul	ul	NNP
10_1101-2021_01_08_425952	228	199	es	es	XX
10_1101-2021_01_08_425952	228	200	Pr	Pr	NNP
10_1101-2021_01_08_425952	228	201	op	op	NN
10_1101-2021_01_08_425952	228	202	ra	ra	UH
10_1101-2021_01_08_425952	228	203	no	no	UH
10_1101-2021_01_08_425952	228	204	lo	lo	NNP
10_1101-2021_01_08_425952	228	205	l	l	NN
10_1101-2021_01_08_425952	228	206	8	8	CD
10_1101-2021_01_08_425952	228	207	0	0	CD
10_1101-2021_01_08_425952	228	208	m	m	NN
10_1101-2021_01_08_425952	228	209	g	g	NN
10_1101-2021_01_08_425952	228	210	ta	ta	NNP
10_1101-2021_01_08_425952	228	211	bl	bl	NNP
10_1101-2021_01_08_425952	228	212	et	et	NNP
10_1101-2021_01_08_425952	228	213	s	s	VBZ
10_1101-2021_01_08_425952	228	214	To	to	IN
10_1101-2021_01_08_425952	228	215	pi	pi	NNP
10_1101-2021_01_08_425952	228	216	ra	ra	NNP
10_1101-2021_01_08_425952	228	217	m	m	NNP
10_1101-2021_01_08_425952	228	218	at	at	IN
10_1101-2021_01_08_425952	228	219	e	e	NNP
10_1101-2021_01_08_425952	228	220	25	25	CD
10_1101-2021_01_08_425952	228	221	m	m	NN
10_1101-2021_01_08_425952	228	222	g	g	NNP
10_1101-2021_01_08_425952	228	223	ta	ta	NNP
10_1101-2021_01_08_425952	228	224	bl	bl	NNP
10_1101-2021_01_08_425952	228	225	et	et	NNP
10_1101-2021_01_08_425952	228	226	s	s	NNP
10_1101-2021_01_08_425952	228	227	Ve	Ve	NNP
10_1101-2021_01_08_425952	228	228	nl	nl	UH
10_1101-2021_01_08_425952	228	229	af	af	NN
10_1101-2021_01_08_425952	228	230	ax	ax	NN
10_1101-2021_01_08_425952	228	231	in	in	IN
10_1101-2021_01_08_425952	228	232	e	e	NNP
10_1101-2021_01_08_425952	228	233	37	37	CD
10_1101-2021_01_08_425952	228	234	.5	.5	NN
10_1101-2021_01_08_425952	228	235	m	m	NNP
10_1101-2021_01_08_425952	228	236	g	g	NNP
10_1101-2021_01_08_425952	228	237	ta	ta	NNP
10_1101-2021_01_08_425952	228	238	bl	bl	NNP
10_1101-2021_01_08_425952	228	239	et	et	NNP
10_1101-2021_01_08_425952	228	240	s	s	NNP
10_1101-2021_01_08_425952	228	241	Ve	Ve	NNP
10_1101-2021_01_08_425952	228	242	nl	nl	UH
10_1101-2021_01_08_425952	228	243	af	af	NN
10_1101-2021_01_08_425952	228	244	ax	ax	NN
10_1101-2021_01_08_425952	228	245	in	in	IN
10_1101-2021_01_08_425952	228	246	e	e	NNP
10_1101-2021_01_08_425952	228	247	75	75	CD
10_1101-2021_01_08_425952	228	248	m	m	NNP
10_1101-2021_01_08_425952	228	249	g	g	NNP
10_1101-2021_01_08_425952	228	250	m	m	NNP
10_1101-2021_01_08_425952	228	251	od	od	NNP
10_1101-2021_01_08_425952	228	252	ifie	ifie	NN
10_1101-2021_01_08_425952	228	253	d−	d−	NNP
10_1101-2021_01_08_425952	228	254	re	re	NN
10_1101-2021_01_08_425952	228	255	le	le	NNP
10_1101-2021_01_08_425952	228	256	as	as	IN
10_1101-2021_01_08_425952	228	257	e	e	NNP
10_1101-2021_01_08_425952	228	258	ca	ca	MD
10_1101-2021_01_08_425952	228	259	ps	ps	VB
10_1101-2021_01_08_425952	228	260	ul	ul	NNP
10_1101-2021_01_08_425952	228	261	es	es	NNP
10_1101-2021_01_08_425952	228	262	Ve	Ve	NNP
10_1101-2021_01_08_425952	228	263	nl	nl	NNP
10_1101-2021_01_08_425952	228	264	af	af	IN
10_1101-2021_01_08_425952	228	265	ax	ax	NN
10_1101-2021_01_08_425952	228	266	in	in	IN
10_1101-2021_01_08_425952	228	267	e	e	NNP
10_1101-2021_01_08_425952	228	268	75	75	CD
10_1101-2021_01_08_425952	228	269	m	m	NNP
10_1101-2021_01_08_425952	228	270	g	g	NNP
10_1101-2021_01_08_425952	228	271	m	m	NNP
10_1101-2021_01_08_425952	228	272	od	od	NNP
10_1101-2021_01_08_425952	228	273	ifie	ifie	NN
10_1101-2021_01_08_425952	228	274	d−	d−	NNP
10_1101-2021_01_08_425952	228	275	re	re	NN
10_1101-2021_01_08_425952	228	276	le	le	NNP
10_1101-2021_01_08_425952	228	277	as	as	IN
10_1101-2021_01_08_425952	228	278	e	e	NNP
10_1101-2021_01_08_425952	228	279	ta	ta	NNP
10_1101-2021_01_08_425952	228	280	bl	bl	NNP
10_1101-2021_01_08_425952	228	281	et	et	NNP
10_1101-2021_01_08_425952	228	282	s	s	NNP
10_1101-2021_01_08_425952	228	283	Drug	Drug	NNP
10_1101-2021_01_08_425952	228	284	product	product	NN
10_1101-2021_01_08_425952	228	285	description	description	NN
10_1101-2021_01_08_425952	228	286	F	F	NNP
10_1101-2021_01_08_425952	228	287	re	re	IN
10_1101-2021_01_08_425952	228	288	q	q	NNP
10_1101-2021_01_08_425952	228	289	u	u	NNP
10_1101-2021_01_08_425952	228	290	e	e	NNP
10_1101-2021_01_08_425952	228	291	n	n	NNP
10_1101-2021_01_08_425952	228	292	cy	cy	NNP
10_1101-2021_01_08_425952	228	293	Figure	Figure	NNP
10_1101-2021_01_08_425952	228	294	4	4	CD
10_1101-2021_01_08_425952	228	295	:	:	:
10_1101-2021_01_08_425952	228	296	The	the	DT
10_1101-2021_01_08_425952	228	297	frequency	frequency	NN
10_1101-2021_01_08_425952	228	298	of	of	IN
10_1101-2021_01_08_425952	228	299	first	first	JJ
10_1101-2021_01_08_425952	228	300	line	line	NN
10_1101-2021_01_08_425952	228	301	treatment	treatment	NN
10_1101-2021_01_08_425952	228	302	prescription	prescription	NN
10_1101-2021_01_08_425952	228	303	.	.	.
10_1101-2021_01_08_425952	229	1	getAgeGroupByEvents	getagegroupbyevent	NNS
10_1101-2021_01_08_425952	229	2	In	in	IN
10_1101-2021_01_08_425952	229	3	the	the	DT
10_1101-2021_01_08_425952	229	4	next	next	JJ
10_1101-2021_01_08_425952	229	5	example	example	NN
10_1101-2021_01_08_425952	229	6	we	-PRON-	PRP
10_1101-2021_01_08_425952	229	7	explore	explore	VBP
10_1101-2021_01_08_425952	229	8	stratifying	stratify	VBG
10_1101-2021_01_08_425952	229	9	first	first	JJ
10_1101-2021_01_08_425952	229	10	-	-	HYPH
10_1101-2021_01_08_425952	229	11	line	line	NN
10_1101-2021_01_08_425952	229	12	prescription	prescription	NN
10_1101-2021_01_08_425952	229	13	events	event	NNS
10_1101-2021_01_08_425952	229	14	by	by	IN
10_1101-2021_01_08_425952	229	15	patient	patient	JJ
10_1101-2021_01_08_425952	229	16	character-	character-	XX
10_1101-2021_01_08_425952	229	17	istics	istic	NNS
10_1101-2021_01_08_425952	229	18	,	,	,
10_1101-2021_01_08_425952	229	19	such	such	JJ
10_1101-2021_01_08_425952	229	20	as	as	IN
10_1101-2021_01_08_425952	229	21	,	,	,
10_1101-2021_01_08_425952	229	22	age	age	NN
10_1101-2021_01_08_425952	229	23	,	,	,
10_1101-2021_01_08_425952	229	24	gender	gender	NN
10_1101-2021_01_08_425952	229	25	,	,	,
10_1101-2021_01_08_425952	229	26	IMD	IMD	NNP
10_1101-2021_01_08_425952	229	27	,	,	,
10_1101-2021_01_08_425952	229	28	and	and	CC
10_1101-2021_01_08_425952	229	29	number	number	NN
10_1101-2021_01_08_425952	229	30	of	of	IN
10_1101-2021_01_08_425952	229	31	medcodes	medcode	NNS
10_1101-2021_01_08_425952	229	32	(	(	-LRB-
10_1101-2021_01_08_425952	229	33	for	for	IN
10_1101-2021_01_08_425952	229	34	instance	instance	NN
10_1101-2021_01_08_425952	229	35	,	,	,
10_1101-2021_01_08_425952	229	36	by	by	IN
10_1101-2021_01_08_425952	229	37	comorbidities	comorbiditie	NNS
10_1101-2021_01_08_425952	229	38	)	)	-RRB-
10_1101-2021_01_08_425952	229	39	or	or	CC
10_1101-2021_01_08_425952	229	40	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	229	41	(	(	-LRB-
10_1101-2021_01_08_425952	229	42	for	for	IN
10_1101-2021_01_08_425952	229	43	instance	instance	NN
10_1101-2021_01_08_425952	229	44	,	,	,
10_1101-2021_01_08_425952	229	45	to	to	TO
10_1101-2021_01_08_425952	229	46	separate	separate	VB
10_1101-2021_01_08_425952	229	47	those	those	DT
10_1101-2021_01_08_425952	229	48	patients	patient	NNS
10_1101-2021_01_08_425952	229	49	by	by	IN
10_1101-2021_01_08_425952	229	50	additional	additional	JJ
10_1101-2021_01_08_425952	229	51	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	229	52	)	)	-RRB-
10_1101-2021_01_08_425952	229	53	,	,	,
10_1101-2021_01_08_425952	229	54	or	or	CC
10_1101-2021_01_08_425952	229	55	by	by	IN
10_1101-2021_01_08_425952	229	56	any	any	DT
10_1101-2021_01_08_425952	229	57	additional	additional	JJ
10_1101-2021_01_08_425952	229	58	clinical	clinical	JJ
10_1101-2021_01_08_425952	229	59	event	event	NN
10_1101-2021_01_08_425952	229	60	retrieved	retrieve	VBN
10_1101-2021_01_08_425952	229	61	using	use	VBG
10_1101-2021_01_08_425952	229	62	CPRDLookups	cprdlookup	NNS
10_1101-2021_01_08_425952	229	63	.	.	.
10_1101-2021_01_08_425952	229	64	R	r	NN
10_1101-2021_01_08_425952	229	65	?	?	.
10_1101-2021_01_08_425952	229	66	.	.	.
10_1101-2021_01_08_425952	230	1	rdrugtrajectory	rdrugtrajectory	NNP
10_1101-2021_01_08_425952	230	2	provides	provide	VBZ
10_1101-2021_01_08_425952	230	3	several	several	JJ
10_1101-2021_01_08_425952	230	4	utility	utility	NN
10_1101-2021_01_08_425952	230	5	functions	function	NNS
10_1101-2021_01_08_425952	230	6	to	to	TO
10_1101-2021_01_08_425952	230	7	stratify	stratify	VB
10_1101-2021_01_08_425952	230	8	patients	patient	NNS
10_1101-2021_01_08_425952	230	9	(	(	-LRB-
10_1101-2021_01_08_425952	230	10	see	see	VB
10_1101-2021_01_08_425952	230	11	reference	reference	NN
10_1101-2021_01_08_425952	230	12	manual	manual	NN
10_1101-2021_01_08_425952	230	13	for	for	IN
10_1101-2021_01_08_425952	230	14	further	further	JJ
10_1101-2021_01_08_425952	230	15	information	information	NN
10_1101-2021_01_08_425952	230	16	)	)	-RRB-
10_1101-2021_01_08_425952	230	17	.	.	.
10_1101-2021_01_08_425952	231	1	The	the	DT
10_1101-2021_01_08_425952	231	2	func-	func-	JJ
10_1101-2021_01_08_425952	231	3	tion	tion	NN
10_1101-2021_01_08_425952	231	4	getAgeGroupByEvents	getagegroupbyevent	NNS
10_1101-2021_01_08_425952	231	5	calculates	calculate	VBZ
10_1101-2021_01_08_425952	231	6	the	the	DT
10_1101-2021_01_08_425952	231	7	number	number	NN
10_1101-2021_01_08_425952	231	8	of	of	IN
10_1101-2021_01_08_425952	231	9	first	first	JJ
10_1101-2021_01_08_425952	231	10	-	-	HYPH
10_1101-2021_01_08_425952	231	11	line	line	NN
10_1101-2021_01_08_425952	231	12	prescription	prescription	NN
10_1101-2021_01_08_425952	231	13	events	event	NNS
10_1101-2021_01_08_425952	231	14	by	by	IN
10_1101-2021_01_08_425952	231	15	patient	patient	JJ
10_1101-2021_01_08_425952	231	16	age	age	NN
10_1101-2021_01_08_425952	231	17	.	.	.
10_1101-2021_01_08_425952	232	1	By	by	IN
10_1101-2021_01_08_425952	232	2	specifying	specify	VBG
10_1101-2021_01_08_425952	232	3	a	a	DT
10_1101-2021_01_08_425952	232	4	set	set	NN
10_1101-2021_01_08_425952	232	5	of	of	IN
10_1101-2021_01_08_425952	232	6	patids	patid	NNS
10_1101-2021_01_08_425952	232	7	and	and	CC
10_1101-2021_01_08_425952	232	8	eventdates	eventdate	NNS
10_1101-2021_01_08_425952	232	9	from	from	IN
10_1101-2021_01_08_425952	232	10	the	the	DT
10_1101-2021_01_08_425952	232	11	FirstDrugObject	firstdrugobject	NN
10_1101-2021_01_08_425952	232	12	,	,	,
10_1101-2021_01_08_425952	232	13	we	-PRON-	PRP
10_1101-2021_01_08_425952	232	14	can	can	MD
10_1101-2021_01_08_425952	232	15	calculate	calculate	VB
10_1101-2021_01_08_425952	232	16	the	the	DT
10_1101-2021_01_08_425952	232	17	number	number	NN
10_1101-2021_01_08_425952	232	18	of	of	IN
10_1101-2021_01_08_425952	232	19	first	first	JJ
10_1101-2021_01_08_425952	232	20	-	-	HYPH
10_1101-2021_01_08_425952	232	21	line	line	NN
10_1101-2021_01_08_425952	232	22	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	232	23	by	by	IN
10_1101-2021_01_08_425952	232	24	age	age	NN
10_1101-2021_01_08_425952	232	25	-	-	HYPH
10_1101-2021_01_08_425952	232	26	group	group	NN
10_1101-2021_01_08_425952	232	27	for	for	IN
10_1101-2021_01_08_425952	232	28	patients	patient	NNS
10_1101-2021_01_08_425952	232	29	linked	link	VBN
10_1101-2021_01_08_425952	232	30	with	with	IN
10_1101-2021_01_08_425952	232	31	a	a	DT
10_1101-2021_01_08_425952	232	32	specified	specify	VBN
10_1101-2021_01_08_425952	232	33	medical	medical	JJ
10_1101-2021_01_08_425952	232	34	condition	condition	NN
10_1101-2021_01_08_425952	232	35	:	:	:
10_1101-2021_01_08_425952	232	36	>	>	XX
10_1101-2021_01_08_425952	232	37	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	232	38	)	)	-RRB-
10_1101-2021_01_08_425952	232	39	>	>	XX
10_1101-2021_01_08_425952	232	40	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	232	41	<	<	XX
10_1101-2021_01_08_425952	232	42	-	-	:
10_1101-2021_01_08_425952	232	43	"	"	``
10_1101-2021_01_08_425952	232	44	product.txt	product.txt	NNP
10_1101-2021_01_08_425952	232	45	"	"	''
10_1101-2021_01_08_425952	232	46	.CC	.CC	:
10_1101-2021_01_08_425952	232	47	-	-	:
10_1101-2021_01_08_425952	232	48	BY	by	IN
10_1101-2021_01_08_425952	232	49	-	-	HYPH
10_1101-2021_01_08_425952	232	50	ND	ND	NNP
10_1101-2021_01_08_425952	232	51	4.0	4.0	CD
10_1101-2021_01_08_425952	232	52	International	international	JJ
10_1101-2021_01_08_425952	232	53	licensemade	licensemade	NN
10_1101-2021_01_08_425952	232	54	available	available	JJ
10_1101-2021_01_08_425952	232	55	under	under	IN
10_1101-2021_01_08_425952	232	56	a	a	DT
10_1101-2021_01_08_425952	232	57	(	(	-LRB-
10_1101-2021_01_08_425952	232	58	which	which	WDT
10_1101-2021_01_08_425952	232	59	was	be	VBD
10_1101-2021_01_08_425952	232	60	not	not	RB
10_1101-2021_01_08_425952	232	61	certified	certify	VBN
10_1101-2021_01_08_425952	232	62	by	by	IN
10_1101-2021_01_08_425952	232	63	peer	peer	NN
10_1101-2021_01_08_425952	232	64	review	review	NN
10_1101-2021_01_08_425952	232	65	)	)	-RRB-
10_1101-2021_01_08_425952	232	66	is	be	VBZ
10_1101-2021_01_08_425952	232	67	the	the	DT
10_1101-2021_01_08_425952	232	68	author	author	NN
10_1101-2021_01_08_425952	232	69	/	/	SYM
10_1101-2021_01_08_425952	232	70	funder	funder	NN
10_1101-2021_01_08_425952	232	71	,	,	,
10_1101-2021_01_08_425952	232	72	who	who	WP
10_1101-2021_01_08_425952	232	73	has	have	VBZ
10_1101-2021_01_08_425952	232	74	granted	grant	VBN
10_1101-2021_01_08_425952	232	75	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	232	76	a	a	DT
10_1101-2021_01_08_425952	232	77	license	license	NN
10_1101-2021_01_08_425952	232	78	to	to	TO
10_1101-2021_01_08_425952	232	79	display	display	VB
10_1101-2021_01_08_425952	232	80	the	the	DT
10_1101-2021_01_08_425952	232	81	preprint	preprint	NN
10_1101-2021_01_08_425952	232	82	in	in	IN
10_1101-2021_01_08_425952	232	83	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	232	84	.	.	.
10_1101-2021_01_08_425952	233	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	233	2	is	be	VBZ
10_1101-2021_01_08_425952	233	3	The	the	DT
10_1101-2021_01_08_425952	233	4	copyright	copyright	NN
10_1101-2021_01_08_425952	233	5	holder	holder	NN
10_1101-2021_01_08_425952	233	6	for	for	IN
10_1101-2021_01_08_425952	233	7	this	this	DT
10_1101-2021_01_08_425952	233	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	233	9	version	version	NN
10_1101-2021_01_08_425952	233	10	posted	post	VBD
10_1101-2021_01_08_425952	233	11	January	January	NNP
10_1101-2021_01_08_425952	233	12	9	9	CD
10_1101-2021_01_08_425952	233	13	,	,	,
10_1101-2021_01_08_425952	233	14	2021	2021	CD
10_1101-2021_01_08_425952	233	15	.	.	.
10_1101-2021_01_08_425952	233	16	;	;	:
10_1101-2021_01_08_425952	233	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	233	18	:	:	:
10_1101-2021_01_08_425952	233	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	233	20	preprint	preprint	NN
10_1101-2021_01_08_425952	233	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	233	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	233	23	22	22	CD
10_1101-2021_01_08_425952	233	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	233	25	:	:	:
10_1101-2021_01_08_425952	233	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	233	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	233	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	233	29	in	in	IN
10_1101-2021_01_08_425952	233	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	233	31	Health	Health	NNP
10_1101-2021_01_08_425952	233	32	Care	Care	NNP
10_1101-2021_01_08_425952	233	33	Records	Records	NNPS
10_1101-2021_01_08_425952	233	34	>	>	FW
10_1101-2021_01_08_425952	233	35	resultFDO	resultfdo	FW
10_1101-2021_01_08_425952	233	36	<	<	XX
10_1101-2021_01_08_425952	233	37	-	-	HYPH
10_1101-2021_01_08_425952	233	38	getFirstDrugPrescription(df	getFirstDrugPrescription(df	NNP
10_1101-2021_01_08_425952	233	39	=	=	SYM
10_1101-2021_01_08_425952	233	40	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	233	41	,	,	,
10_1101-2021_01_08_425952	233	42	+	+	CC
10_1101-2021_01_08_425952	233	43	idList	idList	NNP
10_1101-2021_01_08_425952	233	44	=	=	SYM
10_1101-2021_01_08_425952	233	45	NULL	NULL	NNP
10_1101-2021_01_08_425952	233	46	,	,	,
10_1101-2021_01_08_425952	233	47	+	+	CC
10_1101-2021_01_08_425952	233	48	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	233	49	=	=	SYM
10_1101-2021_01_08_425952	233	50	NULL	NULL	NNP
10_1101-2021_01_08_425952	233	51	,	,	,
10_1101-2021_01_08_425952	233	52	+	+	CC
10_1101-2021_01_08_425952	233	53	descriptionFile	descriptionfile	NN
10_1101-2021_01_08_425952	233	54	=	=	SYM
10_1101-2021_01_08_425952	233	55	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	233	56	)	)	-RRB-
10_1101-2021_01_08_425952	233	57	>	>	XX
10_1101-2021_01_08_425952	233	58	patidList	patidlist	NN
10_1101-2021_01_08_425952	233	59	<	<	XX
10_1101-2021_01_08_425952	233	60	-	-	HYPH
10_1101-2021_01_08_425952	233	61	resultFDO[[1	resultFDO[[1	NNP
10_1101-2021_01_08_425952	233	62	]	]	-RRB-
10_1101-2021_01_08_425952	233	63	]	]	-RRB-
10_1101-2021_01_08_425952	233	64	>	>	XX
10_1101-2021_01_08_425952	233	65	eventdateList	eventdatelist	XX
10_1101-2021_01_08_425952	233	66	<	<	XX
10_1101-2021_01_08_425952	233	67	-	-	HYPH
10_1101-2021_01_08_425952	233	68	resultFDO[[2	resultFDO[[2	NNP
10_1101-2021_01_08_425952	233	69	]	]	-RRB-
10_1101-2021_01_08_425952	233	70	]	]	-RRB-
10_1101-2021_01_08_425952	233	71	>	>	FW
10_1101-2021_01_08_425952	233	72	names(ageGenderDF	names(agegenderdf	NN
10_1101-2021_01_08_425952	233	73	)	)	-RRB-
10_1101-2021_01_08_425952	233	74	<	<	XX
10_1101-2021_01_08_425952	233	75	-	-	HYPH
10_1101-2021_01_08_425952	233	76	c("patid","age","gender	c("patid","age","gender	NN
10_1101-2021_01_08_425952	233	77	"	"	''
10_1101-2021_01_08_425952	233	78	)	)	-RRB-
10_1101-2021_01_08_425952	233	79	>	>	XX
10_1101-2021_01_08_425952	233	80	#	#	$
10_1101-2021_01_08_425952	233	81	The	the	DT
10_1101-2021_01_08_425952	233	82	age	age	NN
10_1101-2021_01_08_425952	233	83	-	-	HYPH
10_1101-2021_01_08_425952	233	84	groups	group	NNS
10_1101-2021_01_08_425952	233	85	:	:	:
10_1101-2021_01_08_425952	233	86	[	[	-LRB-
10_1101-2021_01_08_425952	233	87	18,25	18,25	CD
10_1101-2021_01_08_425952	233	88	)	)	-RRB-
10_1101-2021_01_08_425952	233	89	,	,	,
10_1101-2021_01_08_425952	233	90	[	[	-LRB-
10_1101-2021_01_08_425952	233	91	25,30	25,30	CD
10_1101-2021_01_08_425952	233	92	)	)	-RRB-
10_1101-2021_01_08_425952	233	93	,	,	,
10_1101-2021_01_08_425952	233	94	[	[	-LRB-
10_1101-2021_01_08_425952	233	95	30,35	30,35	CD
10_1101-2021_01_08_425952	233	96	)	)	-RRB-
10_1101-2021_01_08_425952	233	97	,	,	,
10_1101-2021_01_08_425952	233	98	...	...	:
10_1101-2021_01_08_425952	233	99	,	,	,
10_1101-2021_01_08_425952	233	100	[	[	-LRB-
10_1101-2021_01_08_425952	233	101	60,60	60,60	CD
10_1101-2021_01_08_425952	233	102	+	+	SYM
10_1101-2021_01_08_425952	233	103	)	)	-RRB-
10_1101-2021_01_08_425952	233	104	.	.	.
10_1101-2021_01_08_425952	234	1	>	>	XX
10_1101-2021_01_08_425952	234	2	ageGroupVector	ageGroupVector	NNP
10_1101-2021_01_08_425952	234	3	<	<	XX
10_1101-2021_01_08_425952	234	4	-	-	HYPH
10_1101-2021_01_08_425952	234	5	c(18,25,30,35,40,45,50,55,60	c(18,25,30,35,40,45,50,55,60	NNP
10_1101-2021_01_08_425952	234	6	)	)	-RRB-
10_1101-2021_01_08_425952	234	7	>	>	XX
10_1101-2021_01_08_425952	234	8	#	#	JJR
10_1101-2021_01_08_425952	234	9	CPRD	cprd	VBP
10_1101-2021_01_08_425952	234	10	database	database	NN
10_1101-2021_01_08_425952	234	11	release	release	NN
10_1101-2021_01_08_425952	234	12	year	year	NN
10_1101-2021_01_08_425952	234	13	.	.	.
10_1101-2021_01_08_425952	235	1	>	>	XX
10_1101-2021_01_08_425952	235	2	ageAtYear	ageAtYear	NNP
10_1101-2021_01_08_425952	235	3	<	<	XX
10_1101-2021_01_08_425952	235	4	-	-	HYPH
10_1101-2021_01_08_425952	235	5	"	"	``
10_1101-2021_01_08_425952	235	6	2017	2017	CD
10_1101-2021_01_08_425952	235	7	"	"	''
10_1101-2021_01_08_425952	235	8	>	>	XX
10_1101-2021_01_08_425952	235	9	ageGroupList	ageGroupList	NNP
10_1101-2021_01_08_425952	235	10	<	<	XX
10_1101-2021_01_08_425952	235	11	-	-	HYPH
10_1101-2021_01_08_425952	235	12	getAgeGroupByEvents(idList	getAgeGroupByEvents(idList	NNP
10_1101-2021_01_08_425952	235	13	=	=	NFP
10_1101-2021_01_08_425952	235	14	as.list(patidList[1:2	as.list(patidList[1:2	:
10_1101-2021_01_08_425952	235	15	]	]	-RRB-
10_1101-2021_01_08_425952	235	16	)	)	-RRB-
10_1101-2021_01_08_425952	235	17	,	,	,
10_1101-2021_01_08_425952	235	18	+	+	SYM
10_1101-2021_01_08_425952	235	19	eventdateList	eventdateList	NNS
10_1101-2021_01_08_425952	235	20	=	=	SYM
10_1101-2021_01_08_425952	235	21	eventdateList[1:2	eventdatelist[1:2	JJ
10_1101-2021_01_08_425952	235	22	]	]	-RRB-
10_1101-2021_01_08_425952	235	23	,	,	,
10_1101-2021_01_08_425952	235	24	+	+	CC
10_1101-2021_01_08_425952	235	25	ageDF	agedf	ADD
10_1101-2021_01_08_425952	235	26	=	=	NFP
10_1101-2021_01_08_425952	235	27	ageGenderDF	agegenderdf	XX
10_1101-2021_01_08_425952	235	28	,	,	,
10_1101-2021_01_08_425952	235	29	+	+	CC
10_1101-2021_01_08_425952	235	30	ageGroupVector	agegroupvector	NN
10_1101-2021_01_08_425952	235	31	=	=	SYM
10_1101-2021_01_08_425952	235	32	ageGroupVector	ageGroupVector	NNP
10_1101-2021_01_08_425952	235	33	,	,	,
10_1101-2021_01_08_425952	235	34	+	+	SYM
10_1101-2021_01_08_425952	235	35	ageAtYear	ageatyear	UH
10_1101-2021_01_08_425952	235	36	=	=	SYM
10_1101-2021_01_08_425952	235	37	ageAtYear	ageatyear	SYM
10_1101-2021_01_08_425952	235	38	)	)	-RRB-
10_1101-2021_01_08_425952	235	39	>	>	NFP
10_1101-2021_01_08_425952	235	40	ageGroupList	agegrouplist	NN
10_1101-2021_01_08_425952	235	41	[	[	-LRB-
10_1101-2021_01_08_425952	235	42	[	[	-LRB-
10_1101-2021_01_08_425952	235	43	1	1	CD
10_1101-2021_01_08_425952	235	44	]	]	-RRB-
10_1101-2021_01_08_425952	235	45	]	]	-RRB-
10_1101-2021_01_08_425952	235	46	18	18	CD
10_1101-2021_01_08_425952	235	47	-	-	SYM
10_1101-2021_01_08_425952	235	48	24	24	CD
10_1101-2021_01_08_425952	235	49	25	25	CD
10_1101-2021_01_08_425952	235	50	-	-	SYM
10_1101-2021_01_08_425952	235	51	29	29	CD
10_1101-2021_01_08_425952	235	52	30	30	CD
10_1101-2021_01_08_425952	235	53	-	-	SYM
10_1101-2021_01_08_425952	235	54	34	34	CD
10_1101-2021_01_08_425952	235	55	35	35	CD
10_1101-2021_01_08_425952	235	56	-	-	SYM
10_1101-2021_01_08_425952	235	57	39	39	CD
10_1101-2021_01_08_425952	235	58	40	40	CD
10_1101-2021_01_08_425952	235	59	-	-	SYM
10_1101-2021_01_08_425952	235	60	44	44	CD
10_1101-2021_01_08_425952	235	61	45	45	CD
10_1101-2021_01_08_425952	235	62	-	-	SYM
10_1101-2021_01_08_425952	235	63	49	49	CD
10_1101-2021_01_08_425952	235	64	50	50	CD
10_1101-2021_01_08_425952	235	65	-	-	HYPH
10_1101-2021_01_08_425952	235	66	54	54	CD
10_1101-2021_01_08_425952	235	67	55	55	CD
10_1101-2021_01_08_425952	235	68	-	-	SYM
10_1101-2021_01_08_425952	235	69	59	59	CD
10_1101-2021_01_08_425952	235	70	60	60	CD
10_1101-2021_01_08_425952	235	71	+	+	SYM
10_1101-2021_01_08_425952	235	72	1	1	CD
10_1101-2021_01_08_425952	235	73	103	103	CD
10_1101-2021_01_08_425952	235	74	94	94	CD
10_1101-2021_01_08_425952	235	75	106	106	CD
10_1101-2021_01_08_425952	235	76	131	131	CD
10_1101-2021_01_08_425952	235	77	165	165	CD
10_1101-2021_01_08_425952	235	78	182	182	CD
10_1101-2021_01_08_425952	235	79	153	153	CD
10_1101-2021_01_08_425952	235	80	185	185	CD
10_1101-2021_01_08_425952	235	81	240	240	CD
10_1101-2021_01_08_425952	235	82	[	[	-LRB-
10_1101-2021_01_08_425952	235	83	[	[	-LRB-
10_1101-2021_01_08_425952	235	84	2	2	CD
10_1101-2021_01_08_425952	235	85	]	]	-RRB-
10_1101-2021_01_08_425952	235	86	]	]	-RRB-
10_1101-2021_01_08_425952	235	87	18	18	CD
10_1101-2021_01_08_425952	235	88	-	-	SYM
10_1101-2021_01_08_425952	235	89	24	24	CD
10_1101-2021_01_08_425952	235	90	25	25	CD
10_1101-2021_01_08_425952	235	91	-	-	SYM
10_1101-2021_01_08_425952	235	92	29	29	CD
10_1101-2021_01_08_425952	235	93	30	30	CD
10_1101-2021_01_08_425952	235	94	-	-	SYM
10_1101-2021_01_08_425952	235	95	34	34	CD
10_1101-2021_01_08_425952	235	96	35	35	CD
10_1101-2021_01_08_425952	235	97	-	-	SYM
10_1101-2021_01_08_425952	235	98	39	39	CD
10_1101-2021_01_08_425952	235	99	40	40	CD
10_1101-2021_01_08_425952	235	100	-	-	SYM
10_1101-2021_01_08_425952	235	101	44	44	CD
10_1101-2021_01_08_425952	235	102	45	45	CD
10_1101-2021_01_08_425952	235	103	-	-	SYM
10_1101-2021_01_08_425952	235	104	49	49	CD
10_1101-2021_01_08_425952	235	105	50	50	CD
10_1101-2021_01_08_425952	235	106	-	-	HYPH
10_1101-2021_01_08_425952	235	107	54	54	CD
10_1101-2021_01_08_425952	235	108	55	55	CD
10_1101-2021_01_08_425952	235	109	-	-	SYM
10_1101-2021_01_08_425952	235	110	59	59	CD
10_1101-2021_01_08_425952	235	111	60	60	CD
10_1101-2021_01_08_425952	235	112	+	+	SYM
10_1101-2021_01_08_425952	235	113	1	1	CD
10_1101-2021_01_08_425952	235	114	45	45	CD
10_1101-2021_01_08_425952	235	115	39	39	CD
10_1101-2021_01_08_425952	235	116	35	35	CD
10_1101-2021_01_08_425952	235	117	23	23	CD
10_1101-2021_01_08_425952	235	118	43	43	CD
10_1101-2021_01_08_425952	235	119	34	34	CD
10_1101-2021_01_08_425952	235	120	32	32	CD
10_1101-2021_01_08_425952	235	121	18	18	CD
10_1101-2021_01_08_425952	235	122	25	25	CD
10_1101-2021_01_08_425952	235	123	In	in	IN
10_1101-2021_01_08_425952	235	124	the	the	DT
10_1101-2021_01_08_425952	235	125	above	above	JJ
10_1101-2021_01_08_425952	235	126	example	example	NN
10_1101-2021_01_08_425952	235	127	,	,	,
10_1101-2021_01_08_425952	235	128	the	the	DT
10_1101-2021_01_08_425952	235	129	age	age	NN
10_1101-2021_01_08_425952	235	130	of	of	IN
10_1101-2021_01_08_425952	235	131	each	each	DT
10_1101-2021_01_08_425952	235	132	patient	patient	NN
10_1101-2021_01_08_425952	235	133	(	(	-LRB-
10_1101-2021_01_08_425952	235	134	ageDF	agedf	ADD
10_1101-2021_01_08_425952	235	135	)	)	-RRB-
10_1101-2021_01_08_425952	235	136	was	be	VBD
10_1101-2021_01_08_425952	235	137	provided	provide	VBN
10_1101-2021_01_08_425952	235	138	using	use	VBG
10_1101-2021_01_08_425952	235	139	year	year	NN
10_1101-2021_01_08_425952	235	140	-	-	HYPH
10_1101-2021_01_08_425952	235	141	of	of	IN
10_1101-2021_01_08_425952	235	142	-	-	HYPH
10_1101-2021_01_08_425952	235	143	birth	birth	NN
10_1101-2021_01_08_425952	235	144	calcu-	calcu-	NN
10_1101-2021_01_08_425952	235	145	lated	late	VBN
10_1101-2021_01_08_425952	235	146	against	against	IN
10_1101-2021_01_08_425952	235	147	the	the	DT
10_1101-2021_01_08_425952	235	148	release	release	NN
10_1101-2021_01_08_425952	235	149	year	year	NN
10_1101-2021_01_08_425952	235	150	of	of	IN
10_1101-2021_01_08_425952	235	151	the	the	DT
10_1101-2021_01_08_425952	235	152	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	235	153	Gold	Gold	NNP
10_1101-2021_01_08_425952	235	154	database	database	NN
10_1101-2021_01_08_425952	235	155	(	(	-LRB-
10_1101-2021_01_08_425952	235	156	explained	explain	VBN
10_1101-2021_01_08_425952	235	157	above	above	RB
10_1101-2021_01_08_425952	235	158	)	)	-RRB-
10_1101-2021_01_08_425952	235	159	.	.	.
10_1101-2021_01_08_425952	236	1	By	by	IN
10_1101-2021_01_08_425952	236	2	providing	provide	VBG
10_1101-2021_01_08_425952	236	3	the	the	DT
10_1101-2021_01_08_425952	236	4	database	database	NN
10_1101-2021_01_08_425952	236	5	release	release	NN
10_1101-2021_01_08_425952	236	6	year	year	NN
10_1101-2021_01_08_425952	236	7	(	(	-LRB-
10_1101-2021_01_08_425952	236	8	in	in	IN
10_1101-2021_01_08_425952	236	9	ageAtYear	ageAtYear	NNP
10_1101-2021_01_08_425952	236	10	)	)	-RRB-
10_1101-2021_01_08_425952	236	11	and	and	CC
10_1101-2021_01_08_425952	236	12	the	the	DT
10_1101-2021_01_08_425952	236	13	first	first	JJ
10_1101-2021_01_08_425952	236	14	prescription	prescription	NN
10_1101-2021_01_08_425952	236	15	eventdate	eventdate	NN
10_1101-2021_01_08_425952	236	16	(	(	-LRB-
10_1101-2021_01_08_425952	236	17	in	in	IN
10_1101-2021_01_08_425952	236	18	eventdateList	eventdateList	NNP
10_1101-2021_01_08_425952	236	19	)	)	-RRB-
10_1101-2021_01_08_425952	236	20	,	,	,
10_1101-2021_01_08_425952	236	21	the	the	DT
10_1101-2021_01_08_425952	236	22	age	age	NN
10_1101-2021_01_08_425952	236	23	of	of	IN
10_1101-2021_01_08_425952	236	24	each	each	DT
10_1101-2021_01_08_425952	236	25	patient	patient	NN
10_1101-2021_01_08_425952	236	26	is	be	VBZ
10_1101-2021_01_08_425952	236	27	adjusted	adjust	VBN
10_1101-2021_01_08_425952	236	28	against	against	IN
10_1101-2021_01_08_425952	236	29	the	the	DT
10_1101-2021_01_08_425952	236	30	prescription	prescription	NN
10_1101-2021_01_08_425952	236	31	eventdate	eventdate	NN
10_1101-2021_01_08_425952	236	32	year	year	NN
10_1101-2021_01_08_425952	236	33	.	.	.
10_1101-2021_01_08_425952	237	1	Finally	finally	RB
10_1101-2021_01_08_425952	237	2	,	,	,
10_1101-2021_01_08_425952	237	3	by	by	IN
10_1101-2021_01_08_425952	237	4	using	use	VBG
10_1101-2021_01_08_425952	237	5	a	a	DT
10_1101-2021_01_08_425952	237	6	list	list	NN
10_1101-2021_01_08_425952	237	7	slice	slice	NN
10_1101-2021_01_08_425952	237	8	on	on	IN
10_1101-2021_01_08_425952	237	9	idList	idList	NNP
10_1101-2021_01_08_425952	237	10	and	and	CC
10_1101-2021_01_08_425952	237	11	eventdateList	eventdatelist	CD
10_1101-2021_01_08_425952	237	12	,	,	,
10_1101-2021_01_08_425952	237	13	(	(	-LRB-
10_1101-2021_01_08_425952	237	14	individual	individual	JJ
10_1101-2021_01_08_425952	237	15	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	237	16	can	can	MD
10_1101-2021_01_08_425952	237	17	be	be	VB
10_1101-2021_01_08_425952	237	18	specified	specify	VBN
10_1101-2021_01_08_425952	237	19	using	use	VBG
10_1101-2021_01_08_425952	237	20	their	-PRON-	PRP$
10_1101-2021_01_08_425952	237	21	prodcode	prodcode	NN
10_1101-2021_01_08_425952	237	22	,	,	,
10_1101-2021_01_08_425952	237	23	for	for	IN
10_1101-2021_01_08_425952	237	24	example	example	NN
10_1101-2021_01_08_425952	237	25	,	,	,
10_1101-2021_01_08_425952	237	26	eventdateList$‘105	eventdateList$‘105	NNP
10_1101-2021_01_08_425952	237	27	‘	'	``
10_1101-2021_01_08_425952	237	28	)	)	-RRB-
10_1101-2021_01_08_425952	237	29	,	,	,
10_1101-2021_01_08_425952	237	30	first	first	JJ
10_1101-2021_01_08_425952	237	31	prescription	prescription	NN
10_1101-2021_01_08_425952	237	32	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	237	33	frequencies	frequency	NNS
10_1101-2021_01_08_425952	237	34	by	by	IN
10_1101-2021_01_08_425952	237	35	age	age	NN
10_1101-2021_01_08_425952	237	36	-	-	HYPH
10_1101-2021_01_08_425952	237	37	group	group	NN
10_1101-2021_01_08_425952	237	38	are	be	VBP
10_1101-2021_01_08_425952	237	39	retrievable	retrievable	NN
10_1101-2021_01_08_425952	237	40	(	(	-LRB-
10_1101-2021_01_08_425952	237	41	Figure	Figure	NNP
10_1101-2021_01_08_425952	237	42	5	5	CD
10_1101-2021_01_08_425952	237	43	)	)	-RRB-
10_1101-2021_01_08_425952	237	44	.	.	.
10_1101-2021_01_08_425952	238	1	>	>	XX
10_1101-2021_01_08_425952	238	2	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	238	3	)	)	-RRB-
10_1101-2021_01_08_425952	238	4	>	>	XX
10_1101-2021_01_08_425952	238	5	ageGroupDrugDF	ageGroupDrugDF	NNP
10_1101-2021_01_08_425952	238	6	<	<	XX
10_1101-2021_01_08_425952	238	7	-	-	HYPH
10_1101-2021_01_08_425952	238	8	data.frame(Age	data.frame(Age	NNP
10_1101-2021_01_08_425952	238	9	=	=	SYM
10_1101-2021_01_08_425952	238	10	names(ageGroupList[[1	names(ageGroupList[[1	NNP
10_1101-2021_01_08_425952	238	11	]	]	-RRB-
10_1101-2021_01_08_425952	238	12	]	]	-RRB-
10_1101-2021_01_08_425952	238	13	)	)	-RRB-
10_1101-2021_01_08_425952	238	14	,	,	,
10_1101-2021_01_08_425952	238	15	+	+	CC
10_1101-2021_01_08_425952	238	16	Count	Count	NNP
10_1101-2021_01_08_425952	238	17	=	=	SYM
10_1101-2021_01_08_425952	238	18	unlist(ageGroupList[[1	unlist(ageGroupList[[1	NNP
10_1101-2021_01_08_425952	238	19	]	]	-RRB-
10_1101-2021_01_08_425952	238	20	]	]	-RRB-
10_1101-2021_01_08_425952	238	21	)	)	-RRB-
10_1101-2021_01_08_425952	238	22	,	,	,
10_1101-2021_01_08_425952	238	23	+	+	CC
10_1101-2021_01_08_425952	238	24	Drug="Amitriptyline	Drug="Amitriptyline	NNP
10_1101-2021_01_08_425952	238	25	10	10	CD
10_1101-2021_01_08_425952	238	26	mg	mg	NNP
10_1101-2021_01_08_425952	238	27	"	"	''
10_1101-2021_01_08_425952	238	28	)	)	-RRB-
10_1101-2021_01_08_425952	238	29	>	>	XX
10_1101-2021_01_08_425952	238	30	ggAmitriptyline	ggAmitriptyline	NNP
10_1101-2021_01_08_425952	238	31	<	<	XX
10_1101-2021_01_08_425952	238	32	-	-	HYPH
10_1101-2021_01_08_425952	238	33	ggplot(ageGroupDrugDF	ggplot(ageGroupDrugDF	NNP
10_1101-2021_01_08_425952	238	34	,	,	,
10_1101-2021_01_08_425952	238	35	aes(x	aes(x	NNP
10_1101-2021_01_08_425952	238	36	=	=	NFP
10_1101-2021_01_08_425952	238	37	Age	Age	NNP
10_1101-2021_01_08_425952	238	38	,	,	,
10_1101-2021_01_08_425952	238	39	y	y	NNP
10_1101-2021_01_08_425952	238	40	=	=	SYM
10_1101-2021_01_08_425952	238	41	Count	Count	NNP
10_1101-2021_01_08_425952	238	42	)	)	-RRB-
10_1101-2021_01_08_425952	238	43	)	)	-RRB-
10_1101-2021_01_08_425952	238	44	+	+	CC
10_1101-2021_01_08_425952	238	45	+	+	SYM
10_1101-2021_01_08_425952	238	46	geom_bar(stat="identity	geom_bar(stat="identity	NN
10_1101-2021_01_08_425952	238	47	"	"	''
10_1101-2021_01_08_425952	238	48	)	)	-RRB-
10_1101-2021_01_08_425952	238	49	+	+	NFP
10_1101-2021_01_08_425952	238	50	+	+	NFP
10_1101-2021_01_08_425952	238	51	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	238	52	(	(	-LRB-
10_1101-2021_01_08_425952	238	53	)	)	-RRB-
10_1101-2021_01_08_425952	238	54	+	+	SYM
10_1101-2021_01_08_425952	238	55	ggtitle("Amitriptyline	ggtitle("Amitriptyline	NNP
10_1101-2021_01_08_425952	238	56	10	10	CD
10_1101-2021_01_08_425952	238	57	mg	mg	NNP
10_1101-2021_01_08_425952	238	58	"	"	''
10_1101-2021_01_08_425952	238	59	)	)	-RRB-
10_1101-2021_01_08_425952	238	60	+	+	CD
10_1101-2021_01_08_425952	238	61	+	+	SYM
10_1101-2021_01_08_425952	238	62	theme(axis.text.x	theme(axis.text.x	XX
10_1101-2021_01_08_425952	238	63	=	=	SYM
10_1101-2021_01_08_425952	238	64	element_text(angle=45	element_text(angle=45	FW
10_1101-2021_01_08_425952	238	65	,	,	,
10_1101-2021_01_08_425952	238	66	hjust=1	hjust=1	ADD
10_1101-2021_01_08_425952	238	67	)	)	-RRB-
10_1101-2021_01_08_425952	238	68	)	)	-RRB-
10_1101-2021_01_08_425952	238	69	+	+	CC
10_1101-2021_01_08_425952	238	70	+	+	NFP
10_1101-2021_01_08_425952	238	71	xlab("Age	xlab("Age	NNP
10_1101-2021_01_08_425952	238	72	-	-	HYPH
10_1101-2021_01_08_425952	238	73	group	group	NNP
10_1101-2021_01_08_425952	238	74	"	"	''
10_1101-2021_01_08_425952	238	75	)	)	-RRB-
10_1101-2021_01_08_425952	238	76	+	+	NFP
10_1101-2021_01_08_425952	238	77	ylab("Frequency	ylab("frequency	NN
10_1101-2021_01_08_425952	238	78	"	"	''
10_1101-2021_01_08_425952	238	79	)	)	-RRB-
10_1101-2021_01_08_425952	238	80	.CC	.CC	NFP
10_1101-2021_01_08_425952	238	81	-	-	:
10_1101-2021_01_08_425952	238	82	BY	by	IN
10_1101-2021_01_08_425952	238	83	-	-	HYPH
10_1101-2021_01_08_425952	238	84	ND	ND	NNP
10_1101-2021_01_08_425952	238	85	4.0	4.0	CD
10_1101-2021_01_08_425952	238	86	International	international	JJ
10_1101-2021_01_08_425952	238	87	licensemade	licensemade	NN
10_1101-2021_01_08_425952	238	88	available	available	JJ
10_1101-2021_01_08_425952	238	89	under	under	IN
10_1101-2021_01_08_425952	238	90	a	a	DT
10_1101-2021_01_08_425952	238	91	(	(	-LRB-
10_1101-2021_01_08_425952	238	92	which	which	WDT
10_1101-2021_01_08_425952	238	93	was	be	VBD
10_1101-2021_01_08_425952	238	94	not	not	RB
10_1101-2021_01_08_425952	238	95	certified	certify	VBN
10_1101-2021_01_08_425952	238	96	by	by	IN
10_1101-2021_01_08_425952	238	97	peer	peer	NN
10_1101-2021_01_08_425952	238	98	review	review	NN
10_1101-2021_01_08_425952	238	99	)	)	-RRB-
10_1101-2021_01_08_425952	238	100	is	be	VBZ
10_1101-2021_01_08_425952	238	101	the	the	DT
10_1101-2021_01_08_425952	238	102	author	author	NN
10_1101-2021_01_08_425952	238	103	/	/	SYM
10_1101-2021_01_08_425952	238	104	funder	funder	NN
10_1101-2021_01_08_425952	238	105	,	,	,
10_1101-2021_01_08_425952	238	106	who	who	WP
10_1101-2021_01_08_425952	238	107	has	have	VBZ
10_1101-2021_01_08_425952	238	108	granted	grant	VBN
10_1101-2021_01_08_425952	238	109	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	238	110	a	a	DT
10_1101-2021_01_08_425952	238	111	license	license	NN
10_1101-2021_01_08_425952	238	112	to	to	TO
10_1101-2021_01_08_425952	238	113	display	display	VB
10_1101-2021_01_08_425952	238	114	the	the	DT
10_1101-2021_01_08_425952	238	115	preprint	preprint	NN
10_1101-2021_01_08_425952	238	116	in	in	IN
10_1101-2021_01_08_425952	238	117	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	238	118	.	.	.
10_1101-2021_01_08_425952	239	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	239	2	is	be	VBZ
10_1101-2021_01_08_425952	239	3	The	the	DT
10_1101-2021_01_08_425952	239	4	copyright	copyright	NN
10_1101-2021_01_08_425952	239	5	holder	holder	NN
10_1101-2021_01_08_425952	239	6	for	for	IN
10_1101-2021_01_08_425952	239	7	this	this	DT
10_1101-2021_01_08_425952	239	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	239	9	version	version	NN
10_1101-2021_01_08_425952	239	10	posted	post	VBD
10_1101-2021_01_08_425952	239	11	January	January	NNP
10_1101-2021_01_08_425952	239	12	9	9	CD
10_1101-2021_01_08_425952	239	13	,	,	,
10_1101-2021_01_08_425952	239	14	2021	2021	CD
10_1101-2021_01_08_425952	239	15	.	.	.
10_1101-2021_01_08_425952	239	16	;	;	:
10_1101-2021_01_08_425952	239	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	239	18	:	:	:
10_1101-2021_01_08_425952	239	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	239	20	preprint	preprint	NN
10_1101-2021_01_08_425952	239	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	239	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	239	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	239	24	of	of	IN
10_1101-2021_01_08_425952	239	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	239	26	Software	Software	NNP
10_1101-2021_01_08_425952	239	27	23	23	CD
10_1101-2021_01_08_425952	239	28	0	0	CD
10_1101-2021_01_08_425952	239	29	50	50	CD
10_1101-2021_01_08_425952	239	30	100	100	CD
10_1101-2021_01_08_425952	239	31	150	150	CD
10_1101-2021_01_08_425952	239	32	200	200	CD
10_1101-2021_01_08_425952	239	33	250	250	CD
10_1101-2021_01_08_425952	239	34	18	18	CD
10_1101-2021_01_08_425952	239	35	−2	−2	NNP
10_1101-2021_01_08_425952	239	36	4	4	CD
10_1101-2021_01_08_425952	239	37	25	25	CD
10_1101-2021_01_08_425952	239	38	−2	−2	CD
10_1101-2021_01_08_425952	239	39	9	9	CD
10_1101-2021_01_08_425952	239	40	30	30	CD
10_1101-2021_01_08_425952	239	41	−3	−3	CD
10_1101-2021_01_08_425952	239	42	4	4	CD
10_1101-2021_01_08_425952	239	43	35	35	CD
10_1101-2021_01_08_425952	239	44	−3	−3	CD
10_1101-2021_01_08_425952	239	45	9	9	CD
10_1101-2021_01_08_425952	239	46	40	40	CD
10_1101-2021_01_08_425952	239	47	−4	−4	CD
10_1101-2021_01_08_425952	239	48	4	4	CD
10_1101-2021_01_08_425952	239	49	45	45	CD
10_1101-2021_01_08_425952	239	50	−4	−4	CD
10_1101-2021_01_08_425952	239	51	9	9	CD
10_1101-2021_01_08_425952	239	52	50	50	CD
10_1101-2021_01_08_425952	239	53	−5	−5	CD
10_1101-2021_01_08_425952	239	54	4	4	CD
10_1101-2021_01_08_425952	239	55	55	55	CD
10_1101-2021_01_08_425952	239	56	−5	−5	CD
10_1101-2021_01_08_425952	239	57	9	9	CD
10_1101-2021_01_08_425952	239	58	60	60	CD
10_1101-2021_01_08_425952	239	59	+	+	SYM
10_1101-2021_01_08_425952	239	60	Age−group	Age−group	NNP
10_1101-2021_01_08_425952	239	61	F	F	NNP
10_1101-2021_01_08_425952	239	62	re	re	IN
10_1101-2021_01_08_425952	239	63	q	q	NNP
10_1101-2021_01_08_425952	239	64	u	u	NNP
10_1101-2021_01_08_425952	239	65	e	e	NNP
10_1101-2021_01_08_425952	239	66	n	n	NNP
10_1101-2021_01_08_425952	239	67	cy	cy	NNP
10_1101-2021_01_08_425952	239	68	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	239	69	10	10	CD
10_1101-2021_01_08_425952	239	70	mg	mg	NNP
10_1101-2021_01_08_425952	239	71	Figure	figure	NN
10_1101-2021_01_08_425952	239	72	5	5	CD
10_1101-2021_01_08_425952	239	73	:	:	:
10_1101-2021_01_08_425952	239	74	The	the	DT
10_1101-2021_01_08_425952	239	75	distribution	distribution	NN
10_1101-2021_01_08_425952	239	76	of	of	IN
10_1101-2021_01_08_425952	239	77	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	239	78	10	10	CD
10_1101-2021_01_08_425952	239	79	mg	mg	NNP
10_1101-2021_01_08_425952	239	80	as	as	IN
10_1101-2021_01_08_425952	239	81	a	a	DT
10_1101-2021_01_08_425952	239	82	first	first	JJ
10_1101-2021_01_08_425952	239	83	-	-	HYPH
10_1101-2021_01_08_425952	239	84	line	line	NN
10_1101-2021_01_08_425952	239	85	treatment	treatment	NN
10_1101-2021_01_08_425952	239	86	by	by	IN
10_1101-2021_01_08_425952	239	87	age	age	NN
10_1101-2021_01_08_425952	239	88	-	-	HYPH
10_1101-2021_01_08_425952	239	89	group	group	NN
10_1101-2021_01_08_425952	239	90	.	.	.
10_1101-2021_01_08_425952	240	1	3.4	3.4	CD
10_1101-2021_01_08_425952	240	2	.	.	.
10_1101-2021_01_08_425952	241	1	Prescription	prescription	NN
10_1101-2021_01_08_425952	241	2	sequences	sequence	VBZ
10_1101-2021_01_08_425952	241	3	mapDrugTrajectory	mapDrugTrajectory	,
10_1101-2021_01_08_425952	241	4	Identifying	identify	VBG
10_1101-2021_01_08_425952	241	5	patient	patient	JJ
10_1101-2021_01_08_425952	241	6	prescription	prescription	NN
10_1101-2021_01_08_425952	241	7	trajectories	trajectory	NNS
10_1101-2021_01_08_425952	241	8	in	in	IN
10_1101-2021_01_08_425952	241	9	longitudinal	longitudinal	JJ
10_1101-2021_01_08_425952	241	10	EHRs	ehr	NNS
10_1101-2021_01_08_425952	241	11	remains	remain	VBZ
10_1101-2021_01_08_425952	241	12	our	-PRON-	PRP$
10_1101-2021_01_08_425952	241	13	biggest	big	JJS
10_1101-2021_01_08_425952	241	14	motiva-	motiva-	JJ
10_1101-2021_01_08_425952	241	15	tor	tor	NN
10_1101-2021_01_08_425952	241	16	behind	behind	IN
10_1101-2021_01_08_425952	241	17	the	the	DT
10_1101-2021_01_08_425952	241	18	development	development	NN
10_1101-2021_01_08_425952	241	19	of	of	IN
10_1101-2021_01_08_425952	241	20	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	241	21	.	.	.
10_1101-2021_01_08_425952	242	1	Therefore	therefore	RB
10_1101-2021_01_08_425952	242	2	,	,	,
10_1101-2021_01_08_425952	242	3	we	-PRON-	PRP
10_1101-2021_01_08_425952	242	4	developed	develop	VBD
10_1101-2021_01_08_425952	242	5	mapDrugTrajectory	mapdrugtrajectory	ADD
10_1101-2021_01_08_425952	242	6	to	to	TO
10_1101-2021_01_08_425952	242	7	identify	identify	VB
10_1101-2021_01_08_425952	242	8	the	the	DT
10_1101-2021_01_08_425952	242	9	chronological	chronological	JJ
10_1101-2021_01_08_425952	242	10	of	of	IN
10_1101-2021_01_08_425952	242	11	patient	patient	JJ
10_1101-2021_01_08_425952	242	12	prescription	prescription	NN
10_1101-2021_01_08_425952	242	13	events	event	NNS
10_1101-2021_01_08_425952	242	14	.	.	.
10_1101-2021_01_08_425952	243	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	243	2	restrict	restrict	VBP
10_1101-2021_01_08_425952	243	3	the	the	DT
10_1101-2021_01_08_425952	243	4	calculation	calculation	NN
10_1101-2021_01_08_425952	243	5	to	to	TO
10_1101-2021_01_08_425952	243	6	only	only	RB
10_1101-2021_01_08_425952	243	7	look	look	VB
10_1101-2021_01_08_425952	243	8	for	for	IN
10_1101-2021_01_08_425952	243	9	prescription	prescription	NN
10_1101-2021_01_08_425952	243	10	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	243	11	as	as	IN
10_1101-2021_01_08_425952	243	12	supplied	supply	VBN
10_1101-2021_01_08_425952	243	13	to	to	IN
10_1101-2021_01_08_425952	243	14	groupingList	groupinglist	NN
10_1101-2021_01_08_425952	243	15	as	as	IN
10_1101-2021_01_08_425952	243	16	a	a	DT
10_1101-2021_01_08_425952	243	17	named	name	VBN
10_1101-2021_01_08_425952	243	18	list	list	NN
10_1101-2021_01_08_425952	243	19	(	(	-LRB-
10_1101-2021_01_08_425952	243	20	named	name	VBN
10_1101-2021_01_08_425952	243	21	prodcode	prodcode	NNP
10_1101-2021_01_08_425952	243	22	vectors	vector	NNS
10_1101-2021_01_08_425952	243	23	)	)	-RRB-
10_1101-2021_01_08_425952	243	24	.	.	.
10_1101-2021_01_08_425952	244	1	The	the	DT
10_1101-2021_01_08_425952	244	2	required	required	JJ
10_1101-2021_01_08_425952	244	3	number	number	NN
10_1101-2021_01_08_425952	244	4	of	of	IN
10_1101-2021_01_08_425952	244	5	grouped	group	VBN
10_1101-2021_01_08_425952	244	6	-	-	HYPH
10_1101-2021_01_08_425952	244	7	prescription	prescription	NN
10_1101-2021_01_08_425952	244	8	events	event	NNS
10_1101-2021_01_08_425952	244	9	is	be	VBZ
10_1101-2021_01_08_425952	244	10	defined	define	VBN
10_1101-2021_01_08_425952	244	11	by	by	IN
10_1101-2021_01_08_425952	244	12	specifying	specify	VBG
10_1101-2021_01_08_425952	244	13	the	the	DT
10_1101-2021_01_08_425952	244	14	minDepth	mindepth	NN
10_1101-2021_01_08_425952	244	15	and	and	CC
10_1101-2021_01_08_425952	244	16	the	the	DT
10_1101-2021_01_08_425952	244	17	number	number	NN
10_1101-2021_01_08_425952	244	18	of	of	IN
10_1101-2021_01_08_425952	244	19	those	those	DT
10_1101-2021_01_08_425952	244	20	changes	change	NNS
10_1101-2021_01_08_425952	244	21	to	to	TO
10_1101-2021_01_08_425952	244	22	display	display	VB
10_1101-2021_01_08_425952	244	23	is	be	VBZ
10_1101-2021_01_08_425952	244	24	controlled	control	VBN
10_1101-2021_01_08_425952	244	25	by	by	IN
10_1101-2021_01_08_425952	244	26	maxDepth	maxDepth	NNP
10_1101-2021_01_08_425952	244	27	maximum	maximum	JJ
10_1101-2021_01_08_425952	244	28	number	number	NN
10_1101-2021_01_08_425952	244	29	.	.	.
10_1101-2021_01_08_425952	245	1	By	by	IN
10_1101-2021_01_08_425952	245	2	keeping	keep	VBG
10_1101-2021_01_08_425952	245	3	minDepth	minDepth	NNS
10_1101-2021_01_08_425952	245	4	and	and	CC
10_1101-2021_01_08_425952	245	5	maxDepth	maxDepth	VBG
10_1101-2021_01_08_425952	245	6	the	the	DT
10_1101-2021_01_08_425952	245	7	same	same	JJ
10_1101-2021_01_08_425952	245	8	,	,	,
10_1101-2021_01_08_425952	245	9	only	only	RB
10_1101-2021_01_08_425952	245	10	patients	patient	NNS
10_1101-2021_01_08_425952	245	11	with	with	IN
10_1101-2021_01_08_425952	245	12	a	a	DT
10_1101-2021_01_08_425952	245	13	valid	valid	JJ
10_1101-2021_01_08_425952	245	14	number	number	NN
10_1101-2021_01_08_425952	245	15	of	of	IN
10_1101-2021_01_08_425952	245	16	prescription	prescription	NN
10_1101-2021_01_08_425952	245	17	changes	change	NNS
10_1101-2021_01_08_425952	245	18	are	be	VBP
10_1101-2021_01_08_425952	245	19	displayed	display	VBN
10_1101-2021_01_08_425952	245	20	(	(	-LRB-
10_1101-2021_01_08_425952	245	21	Figure	figure	NN
10_1101-2021_01_08_425952	245	22	6	6	CD
10_1101-2021_01_08_425952	245	23	(	(	-LRB-
10_1101-2021_01_08_425952	245	24	A	a	NN
10_1101-2021_01_08_425952	245	25	)	)	-RRB-
10_1101-2021_01_08_425952	245	26	and	and	CC
10_1101-2021_01_08_425952	245	27	(	(	-LRB-
10_1101-2021_01_08_425952	245	28	C	C	NNP
10_1101-2021_01_08_425952	245	29	)	)	-RRB-
10_1101-2021_01_08_425952	245	30	)	)	-RRB-
10_1101-2021_01_08_425952	245	31	.	.	.
10_1101-2021_01_08_425952	246	1	Patient	patient	JJ
10_1101-2021_01_08_425952	246	2	records	record	NNS
10_1101-2021_01_08_425952	246	3	with	with	IN
10_1101-2021_01_08_425952	246	4	fewer	few	JJR
10_1101-2021_01_08_425952	246	5	than	than	IN
10_1101-2021_01_08_425952	246	6	minDepth	mindepth	NN
10_1101-2021_01_08_425952	246	7	number	number	NN
10_1101-2021_01_08_425952	246	8	of	of	IN
10_1101-2021_01_08_425952	246	9	changes	change	NNS
10_1101-2021_01_08_425952	246	10	to	to	IN
10_1101-2021_01_08_425952	246	11	prescription	prescription	NN
10_1101-2021_01_08_425952	246	12	sequences	sequence	NNS
10_1101-2021_01_08_425952	246	13	are	be	VBP
10_1101-2021_01_08_425952	246	14	ignored	ignore	VBN
10_1101-2021_01_08_425952	246	15	(	(	-LRB-
10_1101-2021_01_08_425952	246	16	Figure	figure	NN
10_1101-2021_01_08_425952	246	17	6	6	CD
10_1101-2021_01_08_425952	246	18	(	(	-LRB-
10_1101-2021_01_08_425952	246	19	B	b	NN
10_1101-2021_01_08_425952	246	20	)	)	-RRB-
10_1101-2021_01_08_425952	246	21	)	)	-RRB-
10_1101-2021_01_08_425952	246	22	.	.	.
10_1101-2021_01_08_425952	247	1	For	for	IN
10_1101-2021_01_08_425952	247	2	further	further	JJ
10_1101-2021_01_08_425952	247	3	information	information	NN
10_1101-2021_01_08_425952	247	4	please	please	UH
10_1101-2021_01_08_425952	247	5	refer	refer	VB
10_1101-2021_01_08_425952	247	6	to	to	IN
10_1101-2021_01_08_425952	247	7	the	the	DT
10_1101-2021_01_08_425952	247	8	reference	reference	NN
10_1101-2021_01_08_425952	247	9	manual	manual	NN
10_1101-2021_01_08_425952	247	10	.	.	.
10_1101-2021_01_08_425952	248	1	In	in	IN
10_1101-2021_01_08_425952	248	2	the	the	DT
10_1101-2021_01_08_425952	248	3	code	code	NN
10_1101-2021_01_08_425952	248	4	below	below	RB
10_1101-2021_01_08_425952	248	5	,	,	,
10_1101-2021_01_08_425952	248	6	mapDrugTrajectory	mapdrugtrajectory	CD
10_1101-2021_01_08_425952	248	7	returns	return	NNS
10_1101-2021_01_08_425952	248	8	patients	patient	NNS
10_1101-2021_01_08_425952	248	9	with	with	IN
10_1101-2021_01_08_425952	248	10	at	at	RB
10_1101-2021_01_08_425952	248	11	least	least	JJS
10_1101-2021_01_08_425952	248	12	first	first	RB
10_1101-2021_01_08_425952	248	13	five	five	CD
10_1101-2021_01_08_425952	248	14	grouped	group	VBN
10_1101-2021_01_08_425952	248	15	pre-	pre-	NN
10_1101-2021_01_08_425952	248	16	scriptions	scription	NNS
10_1101-2021_01_08_425952	248	17	.	.	.
10_1101-2021_01_08_425952	249	1	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	249	2	that	that	WDT
10_1101-2021_01_08_425952	249	3	have	have	VBP
10_1101-2021_01_08_425952	249	4	not	not	RB
10_1101-2021_01_08_425952	249	5	been	be	VBN
10_1101-2021_01_08_425952	249	6	grouped	group	VBN
10_1101-2021_01_08_425952	249	7	are	be	VBP
10_1101-2021_01_08_425952	249	8	ignored	ignore	VBN
10_1101-2021_01_08_425952	249	9	.	.	.
10_1101-2021_01_08_425952	250	1	Duplication	duplication	NN
10_1101-2021_01_08_425952	250	2	of	of	IN
10_1101-2021_01_08_425952	250	3	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	250	4	(	(	-LRB-
10_1101-2021_01_08_425952	250	5	those	those	DT
10_1101-2021_01_08_425952	250	6	from	from	IN
10_1101-2021_01_08_425952	250	7	the	the	DT
10_1101-2021_01_08_425952	250	8	same	same	JJ
10_1101-2021_01_08_425952	250	9	group	group	NN
10_1101-2021_01_08_425952	250	10	)	)	-RRB-
10_1101-2021_01_08_425952	250	11	do	do	VBP
10_1101-2021_01_08_425952	250	12	not	not	RB
10_1101-2021_01_08_425952	250	13	count	count	VB
10_1101-2021_01_08_425952	250	14	as	as	IN
10_1101-2021_01_08_425952	250	15	a	a	DT
10_1101-2021_01_08_425952	250	16	change	change	NN
10_1101-2021_01_08_425952	250	17	in	in	IN
10_1101-2021_01_08_425952	250	18	treatment	treatment	NN
10_1101-2021_01_08_425952	250	19	:	:	:
10_1101-2021_01_08_425952	250	20	.CC	.CC	:
10_1101-2021_01_08_425952	250	21	-	-	:
10_1101-2021_01_08_425952	250	22	BY	by	IN
10_1101-2021_01_08_425952	250	23	-	-	HYPH
10_1101-2021_01_08_425952	250	24	ND	ND	NNP
10_1101-2021_01_08_425952	250	25	4.0	4.0	CD
10_1101-2021_01_08_425952	250	26	International	international	JJ
10_1101-2021_01_08_425952	250	27	licensemade	licensemade	NN
10_1101-2021_01_08_425952	250	28	available	available	JJ
10_1101-2021_01_08_425952	250	29	under	under	IN
10_1101-2021_01_08_425952	250	30	a	a	DT
10_1101-2021_01_08_425952	250	31	(	(	-LRB-
10_1101-2021_01_08_425952	250	32	which	which	WDT
10_1101-2021_01_08_425952	250	33	was	be	VBD
10_1101-2021_01_08_425952	250	34	not	not	RB
10_1101-2021_01_08_425952	250	35	certified	certify	VBN
10_1101-2021_01_08_425952	250	36	by	by	IN
10_1101-2021_01_08_425952	250	37	peer	peer	NN
10_1101-2021_01_08_425952	250	38	review	review	NN
10_1101-2021_01_08_425952	250	39	)	)	-RRB-
10_1101-2021_01_08_425952	250	40	is	be	VBZ
10_1101-2021_01_08_425952	250	41	the	the	DT
10_1101-2021_01_08_425952	250	42	author	author	NN
10_1101-2021_01_08_425952	250	43	/	/	SYM
10_1101-2021_01_08_425952	250	44	funder	funder	NN
10_1101-2021_01_08_425952	250	45	,	,	,
10_1101-2021_01_08_425952	250	46	who	who	WP
10_1101-2021_01_08_425952	250	47	has	have	VBZ
10_1101-2021_01_08_425952	250	48	granted	grant	VBN
10_1101-2021_01_08_425952	250	49	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	250	50	a	a	DT
10_1101-2021_01_08_425952	250	51	license	license	NN
10_1101-2021_01_08_425952	250	52	to	to	TO
10_1101-2021_01_08_425952	250	53	display	display	VB
10_1101-2021_01_08_425952	250	54	the	the	DT
10_1101-2021_01_08_425952	250	55	preprint	preprint	NN
10_1101-2021_01_08_425952	250	56	in	in	IN
10_1101-2021_01_08_425952	250	57	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	250	58	.	.	.
10_1101-2021_01_08_425952	251	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	251	2	is	be	VBZ
10_1101-2021_01_08_425952	251	3	The	the	DT
10_1101-2021_01_08_425952	251	4	copyright	copyright	NN
10_1101-2021_01_08_425952	251	5	holder	holder	NN
10_1101-2021_01_08_425952	251	6	for	for	IN
10_1101-2021_01_08_425952	251	7	this	this	DT
10_1101-2021_01_08_425952	251	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	251	9	version	version	NN
10_1101-2021_01_08_425952	251	10	posted	post	VBD
10_1101-2021_01_08_425952	251	11	January	January	NNP
10_1101-2021_01_08_425952	251	12	9	9	CD
10_1101-2021_01_08_425952	251	13	,	,	,
10_1101-2021_01_08_425952	251	14	2021	2021	CD
10_1101-2021_01_08_425952	251	15	.	.	.
10_1101-2021_01_08_425952	251	16	;	;	:
10_1101-2021_01_08_425952	251	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	251	18	:	:	:
10_1101-2021_01_08_425952	251	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	251	20	preprint	preprint	NN
10_1101-2021_01_08_425952	251	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	251	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	251	23	24	24	CD
10_1101-2021_01_08_425952	251	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	251	25	:	:	:
10_1101-2021_01_08_425952	251	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	251	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	251	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	251	29	in	in	IN
10_1101-2021_01_08_425952	251	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	251	31	Health	Health	NNP
10_1101-2021_01_08_425952	251	32	Care	Care	NNP
10_1101-2021_01_08_425952	251	33	Records	Records	NNP
10_1101-2021_01_08_425952	251	34	Figure	Figure	NNP
10_1101-2021_01_08_425952	251	35	6	6	CD
10_1101-2021_01_08_425952	251	36	:	:	:
10_1101-2021_01_08_425952	251	37	The	the	DT
10_1101-2021_01_08_425952	251	38	distribution	distribution	NN
10_1101-2021_01_08_425952	251	39	of	of	IN
10_1101-2021_01_08_425952	251	40	grouped	group	VBN
10_1101-2021_01_08_425952	251	41	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	251	42	across	across	IN
10_1101-2021_01_08_425952	251	43	three	three	CD
10_1101-2021_01_08_425952	251	44	patients	patient	NNS
10_1101-2021_01_08_425952	251	45	.	.	.
10_1101-2021_01_08_425952	252	1	(	(	-LRB-
10_1101-2021_01_08_425952	252	2	A	a	DT
10_1101-2021_01_08_425952	252	3	)	)	-RRB-
10_1101-2021_01_08_425952	252	4	Five	five	CD
10_1101-2021_01_08_425952	252	5	groups	group	NNS
10_1101-2021_01_08_425952	252	6	of	of	IN
10_1101-2021_01_08_425952	252	7	valid	valid	JJ
10_1101-2021_01_08_425952	252	8	prescription	prescription	NN
10_1101-2021_01_08_425952	252	9	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	252	10	,	,	,
10_1101-2021_01_08_425952	252	11	(	(	-LRB-
10_1101-2021_01_08_425952	252	12	B	b	NN
10_1101-2021_01_08_425952	252	13	)	)	-RRB-
10_1101-2021_01_08_425952	252	14	only	only	RB
10_1101-2021_01_08_425952	252	15	three	three	CD
10_1101-2021_01_08_425952	252	16	groups	group	NNS
10_1101-2021_01_08_425952	252	17	,	,	,
10_1101-2021_01_08_425952	252	18	(	(	-LRB-
10_1101-2021_01_08_425952	252	19	C	c	NN
10_1101-2021_01_08_425952	252	20	)	)	-RRB-
10_1101-2021_01_08_425952	252	21	five	five	CD
10_1101-2021_01_08_425952	252	22	valid	valid	JJ
10_1101-2021_01_08_425952	252	23	groups	group	NNS
10_1101-2021_01_08_425952	252	24	,	,	,
10_1101-2021_01_08_425952	252	25	in	in	IN
10_1101-2021_01_08_425952	252	26	addition	addition	NN
10_1101-2021_01_08_425952	252	27	to	to	IN
10_1101-2021_01_08_425952	252	28	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	252	29	101	101	CD
10_1101-2021_01_08_425952	252	30	and	and	CC
10_1101-2021_01_08_425952	252	31	1	1	CD
10_1101-2021_01_08_425952	252	32	which	which	WDT
10_1101-2021_01_08_425952	252	33	are	be	VBP
10_1101-2021_01_08_425952	252	34	ignored	ignore	VBN
10_1101-2021_01_08_425952	252	35	.	.	.
10_1101-2021_01_08_425952	253	1	>	>	XX
10_1101-2021_01_08_425952	253	2	library(ggplot2	library(ggplot2	NN
10_1101-2021_01_08_425952	253	3	)	)	-RRB-
10_1101-2021_01_08_425952	253	4	>	>	XX
10_1101-2021_01_08_425952	253	5	library(ggalluvial	library(ggalluvial	JJ
10_1101-2021_01_08_425952	253	6	)	)	-RRB-
10_1101-2021_01_08_425952	253	7	>	>	XX
10_1101-2021_01_08_425952	253	8	structureList	structureList	NNP
10_1101-2021_01_08_425952	253	9	<	<	XX
10_1101-2021_01_08_425952	253	10	-	-	HYPH
10_1101-2021_01_08_425952	253	11	list(Amitriptyline	list(Amitriptyline	NNP
10_1101-2021_01_08_425952	253	12	=	=	-RRB-
10_1101-2021_01_08_425952	253	13	c(83,49,1888	c(83,49,1888	NNP
10_1101-2021_01_08_425952	253	14	)	)	-RRB-
10_1101-2021_01_08_425952	253	15	,	,	,
10_1101-2021_01_08_425952	253	16	+	+	CC
10_1101-2021_01_08_425952	253	17	Propranolol	propranolol	NN
10_1101-2021_01_08_425952	253	18	=	=	SYM
10_1101-2021_01_08_425952	253	19	c(707,297,769	c(707,297,769	NNP
10_1101-2021_01_08_425952	253	20	)	)	-RRB-
10_1101-2021_01_08_425952	253	21	,	,	,
10_1101-2021_01_08_425952	253	22	+	+	CC
10_1101-2021_01_08_425952	253	23	Topiramate	Topiramate	NNP
10_1101-2021_01_08_425952	253	24	=	=	SYM
10_1101-2021_01_08_425952	253	25	c(11237	c(11237	UH
10_1101-2021_01_08_425952	253	26	)	)	-RRB-
10_1101-2021_01_08_425952	253	27	,	,	,
10_1101-2021_01_08_425952	253	28	+	+	NFP
10_1101-2021_01_08_425952	253	29	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	253	30	=	=	SYM
10_1101-2021_01_08_425952	253	31	c(470,301,39359	c(470,301,39359	NNP
10_1101-2021_01_08_425952	253	32	)	)	-RRB-
10_1101-2021_01_08_425952	253	33	,	,	,
10_1101-2021_01_08_425952	253	34	+	+	CC
10_1101-2021_01_08_425952	253	35	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	253	36	=	=	SYM
10_1101-2021_01_08_425952	253	37	c(78,65,277	c(78,65,277	NN
10_1101-2021_01_08_425952	253	38	)	)	-RRB-
10_1101-2021_01_08_425952	253	39	,	,	,
10_1101-2021_01_08_425952	253	40	+	+	CC
10_1101-2021_01_08_425952	253	41	Atenolol	atenolol	NN
10_1101-2021_01_08_425952	253	42	=	=	SYM
10_1101-2021_01_08_425952	253	43	c(5,24,26	c(5,24,26	NNP
10_1101-2021_01_08_425952	253	44	)	)	-RRB-
10_1101-2021_01_08_425952	253	45	,	,	,
10_1101-2021_01_08_425952	253	46	+	+	CC
10_1101-2021_01_08_425952	253	47	Candesartan	Candesartan	NNP
10_1101-2021_01_08_425952	253	48	=	=	SYM
10_1101-2021_01_08_425952	253	49	c(531	c(531	NNP
10_1101-2021_01_08_425952	253	50	)	)	-RRB-
10_1101-2021_01_08_425952	253	51	+	+	SYM
10_1101-2021_01_08_425952	253	52	)	)	-RRB-
10_1101-2021_01_08_425952	253	53	>	>	XX
10_1101-2021_01_08_425952	253	54	resultList	resultlist	NN
10_1101-2021_01_08_425952	253	55	<	<	XX
10_1101-2021_01_08_425952	253	56	-	-	HYPH
10_1101-2021_01_08_425952	253	57	mapDrugTrajectory(df	mapDrugTrajectory(df	NNP
10_1101-2021_01_08_425952	253	58	=	=	-RRB-
10_1101-2021_01_08_425952	253	59	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	253	60	,	,	,
10_1101-2021_01_08_425952	253	61	+	+	CC
10_1101-2021_01_08_425952	253	62	minDepth	minDepth	NNS
10_1101-2021_01_08_425952	253	63	=	=	SYM
10_1101-2021_01_08_425952	253	64	5	5	CD
10_1101-2021_01_08_425952	253	65	,	,	,
10_1101-2021_01_08_425952	253	66	+	+	CC
10_1101-2021_01_08_425952	253	67	maxDepth	maxdepth	NN
10_1101-2021_01_08_425952	253	68	=	=	SYM
10_1101-2021_01_08_425952	253	69	5	5	CD
10_1101-2021_01_08_425952	253	70	,	,	,
10_1101-2021_01_08_425952	253	71	+	+	CC
10_1101-2021_01_08_425952	253	72	groupingList	groupinglist	NN
10_1101-2021_01_08_425952	253	73	=	=	SYM
10_1101-2021_01_08_425952	253	74	structureList	structurelist	NN
10_1101-2021_01_08_425952	253	75	,	,	,
10_1101-2021_01_08_425952	253	76	+	+	CC
10_1101-2021_01_08_425952	253	77	removeUndefinedCode	removeundefinedcode	LS
10_1101-2021_01_08_425952	253	78	=	=	SYM
10_1101-2021_01_08_425952	253	79	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	253	80	)	)	-RRB-
10_1101-2021_01_08_425952	253	81	>	>	XX
10_1101-2021_01_08_425952	253	82	df	df	FW
10_1101-2021_01_08_425952	253	83	<	<	XX
10_1101-2021_01_08_425952	253	84	-	-	HYPH
10_1101-2021_01_08_425952	253	85	resultList[[3	resultList[[3	NNP
10_1101-2021_01_08_425952	253	86	]	]	-RRB-
10_1101-2021_01_08_425952	253	87	]	]	-RRB-
10_1101-2021_01_08_425952	253	88	>	>	XX
10_1101-2021_01_08_425952	253	89	ggSwitch	ggSwitch	NNP
10_1101-2021_01_08_425952	253	90	<	<	XX
10_1101-2021_01_08_425952	253	91	-	-	HYPH
10_1101-2021_01_08_425952	253	92	ggplot(df	ggplot(df	NNP
10_1101-2021_01_08_425952	253	93	,	,	,
10_1101-2021_01_08_425952	253	94	+	+	SYM
10_1101-2021_01_08_425952	253	95	aes(y	aes(y	NNP
10_1101-2021_01_08_425952	253	96	=	=	NFP
10_1101-2021_01_08_425952	253	97	Freq	Freq	NNP
10_1101-2021_01_08_425952	253	98	,	,	,
10_1101-2021_01_08_425952	253	99	axis1	axis1	NNP
10_1101-2021_01_08_425952	253	100	=	=	SYM
10_1101-2021_01_08_425952	253	101	FirstDrug	FirstDrug	NNP
10_1101-2021_01_08_425952	253	102	,	,	,
10_1101-2021_01_08_425952	253	103	axis2	axis2	NNP
10_1101-2021_01_08_425952	253	104	=	=	SYM
10_1101-2021_01_08_425952	253	105	Switch1	Switch1	NNP
10_1101-2021_01_08_425952	253	106	,	,	,
10_1101-2021_01_08_425952	253	107	+	+	CC
10_1101-2021_01_08_425952	253	108	axis3	axis3	NNP
10_1101-2021_01_08_425952	253	109	=	=	SYM
10_1101-2021_01_08_425952	253	110	Switch2	Switch2	NNP
10_1101-2021_01_08_425952	253	111	,	,	,
10_1101-2021_01_08_425952	253	112	axis4	axis4	NNP
10_1101-2021_01_08_425952	253	113	=	=	-RRB-
10_1101-2021_01_08_425952	253	114	Switch3	Switch3	NNP
10_1101-2021_01_08_425952	253	115	,	,	,
10_1101-2021_01_08_425952	253	116	axis5	axis5	NNP
10_1101-2021_01_08_425952	253	117	=	=	-RRB-
10_1101-2021_01_08_425952	253	118	Switch4	Switch4	NNP
10_1101-2021_01_08_425952	253	119	)	)	-RRB-
10_1101-2021_01_08_425952	253	120	)	)	-RRB-
10_1101-2021_01_08_425952	253	121	+	+	NFP
10_1101-2021_01_08_425952	253	122	+	+	SYM
10_1101-2021_01_08_425952	253	123	geom_alluvium(aes(fill	geom_alluvium(aes(fill	NN
10_1101-2021_01_08_425952	253	124	=	=	SYM
10_1101-2021_01_08_425952	253	125	FirstDrug	FirstDrug	NNP
10_1101-2021_01_08_425952	253	126	)	)	-RRB-
10_1101-2021_01_08_425952	253	127	,	,	,
10_1101-2021_01_08_425952	253	128	width	width	NN
10_1101-2021_01_08_425952	253	129	=	=	SYM
10_1101-2021_01_08_425952	253	130	1/12	1/12	CD
10_1101-2021_01_08_425952	253	131	)	)	-RRB-
10_1101-2021_01_08_425952	253	132	+	+	CC
10_1101-2021_01_08_425952	253	133	+	+	SYM
10_1101-2021_01_08_425952	253	134	geom_stratum(width	geom_stratum(width	NNP
10_1101-2021_01_08_425952	253	135	=	=	SYM
10_1101-2021_01_08_425952	253	136	1/12	1/12	CD
10_1101-2021_01_08_425952	253	137	,	,	,
10_1101-2021_01_08_425952	253	138	fill	fill	VB
10_1101-2021_01_08_425952	253	139	=	=	-RRB-
10_1101-2021_01_08_425952	253	140	"	"	``
10_1101-2021_01_08_425952	253	141	black	black	JJ
10_1101-2021_01_08_425952	253	142	"	"	''
10_1101-2021_01_08_425952	253	143	,	,	,
10_1101-2021_01_08_425952	253	144	color	color	NN
10_1101-2021_01_08_425952	253	145	=	=	SYM
10_1101-2021_01_08_425952	253	146	"	"	``
10_1101-2021_01_08_425952	253	147	grey	grey	NN
10_1101-2021_01_08_425952	253	148	"	"	''
10_1101-2021_01_08_425952	253	149	)	)	-RRB-
10_1101-2021_01_08_425952	253	150	+	+	NFP
10_1101-2021_01_08_425952	253	151	+	+	SYM
10_1101-2021_01_08_425952	253	152	geom_label(stat	geom_label(stat	NN
10_1101-2021_01_08_425952	253	153	=	=	NFP
10_1101-2021_01_08_425952	253	154	"	"	``
10_1101-2021_01_08_425952	253	155	stratum	stratum	JJ
10_1101-2021_01_08_425952	253	156	"	"	''
10_1101-2021_01_08_425952	253	157	,	,	,
10_1101-2021_01_08_425952	253	158	infer.label	infer.label	NN
10_1101-2021_01_08_425952	253	159	=	=	SYM
10_1101-2021_01_08_425952	253	160	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	253	161	)	)	-RRB-
10_1101-2021_01_08_425952	253	162	+	+	CC
10_1101-2021_01_08_425952	253	163	+	+	SYM
10_1101-2021_01_08_425952	253	164	scale_fill_brewer(type	scale_fill_brewer(type	VB
10_1101-2021_01_08_425952	253	165	=	=	SYM
10_1101-2021_01_08_425952	253	166	"	"	``
10_1101-2021_01_08_425952	253	167	qual	qual	JJ
10_1101-2021_01_08_425952	253	168	"	"	''
10_1101-2021_01_08_425952	253	169	,	,	,
10_1101-2021_01_08_425952	253	170	palette	palette	NN
10_1101-2021_01_08_425952	253	171	=	=	NFP
10_1101-2021_01_08_425952	253	172	"	"	``
10_1101-2021_01_08_425952	253	173	Set1	Set1	NNP
10_1101-2021_01_08_425952	253	174	"	"	''
10_1101-2021_01_08_425952	253	175	)	)	-RRB-
10_1101-2021_01_08_425952	253	176	+	+	NFP
10_1101-2021_01_08_425952	253	177	+	+	NFP
10_1101-2021_01_08_425952	253	178	theme_bw	theme_bw	NNP
10_1101-2021_01_08_425952	253	179	(	(	-LRB-
10_1101-2021_01_08_425952	253	180	)	)	-RRB-
10_1101-2021_01_08_425952	253	181	+	+	SYM
10_1101-2021_01_08_425952	253	182	theme(legend.position	theme(legend.position	NN
10_1101-2021_01_08_425952	253	183	=	=	SYM
10_1101-2021_01_08_425952	253	184	"	"	``
10_1101-2021_01_08_425952	253	185	none	none	NN
10_1101-2021_01_08_425952	253	186	"	"	''
10_1101-2021_01_08_425952	253	187	)	)	-RRB-
10_1101-2021_01_08_425952	253	188	+	+	NFP
10_1101-2021_01_08_425952	253	189	+	+	SYM
10_1101-2021_01_08_425952	253	190	scale_x_discrete(limits	scale_x_discrete(limits	XX
10_1101-2021_01_08_425952	253	191	=	=	-RRB-
10_1101-2021_01_08_425952	253	192	c("First	c("First	NNP
10_1101-2021_01_08_425952	253	193	Drug	Drug	NNP
10_1101-2021_01_08_425952	253	194	"	"	''
10_1101-2021_01_08_425952	253	195	,	,	,
10_1101-2021_01_08_425952	253	196	"	"	``
10_1101-2021_01_08_425952	253	197	1st	1st	NNP
10_1101-2021_01_08_425952	253	198	Switch	Switch	NNP
10_1101-2021_01_08_425952	253	199	"	"	''
10_1101-2021_01_08_425952	253	200	,	,	,
10_1101-2021_01_08_425952	253	201	"	"	``
10_1101-2021_01_08_425952	253	202	2nd	2nd	NNP
10_1101-2021_01_08_425952	253	203	Switch	Switch	NNP
10_1101-2021_01_08_425952	253	204	"	"	''
10_1101-2021_01_08_425952	253	205	,	,	,
10_1101-2021_01_08_425952	253	206	+	+	CC
10_1101-2021_01_08_425952	253	207	"	"	``
10_1101-2021_01_08_425952	253	208	3rd	3rd	JJ
10_1101-2021_01_08_425952	253	209	Switch","4th	switch","4th	JJ
10_1101-2021_01_08_425952	253	210	Switch	Switch	NNP
10_1101-2021_01_08_425952	253	211	"	"	''
10_1101-2021_01_08_425952	253	212	)	)	-RRB-
10_1101-2021_01_08_425952	253	213	,	,	,
10_1101-2021_01_08_425952	253	214	+	+	CC
10_1101-2021_01_08_425952	253	215	expand	expand	VB
10_1101-2021_01_08_425952	253	216	=	=	NFP
10_1101-2021_01_08_425952	253	217	c(.05	c(.05	JJS
10_1101-2021_01_08_425952	253	218	,	,	,
10_1101-2021_01_08_425952	253	219	.05	.05	NFP
10_1101-2021_01_08_425952	253	220	)	)	-RRB-
10_1101-2021_01_08_425952	253	221	)	)	-RRB-
10_1101-2021_01_08_425952	253	222	+	+	CC
10_1101-2021_01_08_425952	253	223	+	+	CC
10_1101-2021_01_08_425952	253	224	ggtitle("Migraine	ggtitle("migraine	NN
10_1101-2021_01_08_425952	253	225	Preventative	Preventative	NNP
10_1101-2021_01_08_425952	253	226	Switching	Switching	NNP
10_1101-2021_01_08_425952	253	227	Among	among	IN
10_1101-2021_01_08_425952	253	228	Patients	Patients	NNPS
10_1101-2021_01_08_425952	253	229	"	"	''
10_1101-2021_01_08_425952	253	230	)	)	-RRB-
10_1101-2021_01_08_425952	253	231	.CC	.CC	NFP
10_1101-2021_01_08_425952	253	232	-	-	:
10_1101-2021_01_08_425952	253	233	BY	by	IN
10_1101-2021_01_08_425952	253	234	-	-	HYPH
10_1101-2021_01_08_425952	253	235	ND	ND	NNP
10_1101-2021_01_08_425952	253	236	4.0	4.0	CD
10_1101-2021_01_08_425952	253	237	International	international	JJ
10_1101-2021_01_08_425952	253	238	licensemade	licensemade	NN
10_1101-2021_01_08_425952	253	239	available	available	JJ
10_1101-2021_01_08_425952	253	240	under	under	IN
10_1101-2021_01_08_425952	253	241	a	a	DT
10_1101-2021_01_08_425952	253	242	(	(	-LRB-
10_1101-2021_01_08_425952	253	243	which	which	WDT
10_1101-2021_01_08_425952	253	244	was	be	VBD
10_1101-2021_01_08_425952	253	245	not	not	RB
10_1101-2021_01_08_425952	253	246	certified	certify	VBN
10_1101-2021_01_08_425952	253	247	by	by	IN
10_1101-2021_01_08_425952	253	248	peer	peer	NN
10_1101-2021_01_08_425952	253	249	review	review	NN
10_1101-2021_01_08_425952	253	250	)	)	-RRB-
10_1101-2021_01_08_425952	253	251	is	be	VBZ
10_1101-2021_01_08_425952	253	252	the	the	DT
10_1101-2021_01_08_425952	253	253	author	author	NN
10_1101-2021_01_08_425952	253	254	/	/	SYM
10_1101-2021_01_08_425952	253	255	funder	funder	NN
10_1101-2021_01_08_425952	253	256	,	,	,
10_1101-2021_01_08_425952	253	257	who	who	WP
10_1101-2021_01_08_425952	253	258	has	have	VBZ
10_1101-2021_01_08_425952	253	259	granted	grant	VBN
10_1101-2021_01_08_425952	253	260	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	253	261	a	a	DT
10_1101-2021_01_08_425952	253	262	license	license	NN
10_1101-2021_01_08_425952	253	263	to	to	TO
10_1101-2021_01_08_425952	253	264	display	display	VB
10_1101-2021_01_08_425952	253	265	the	the	DT
10_1101-2021_01_08_425952	253	266	preprint	preprint	NN
10_1101-2021_01_08_425952	253	267	in	in	IN
10_1101-2021_01_08_425952	253	268	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	253	269	.	.	.
10_1101-2021_01_08_425952	254	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	254	2	is	be	VBZ
10_1101-2021_01_08_425952	254	3	The	the	DT
10_1101-2021_01_08_425952	254	4	copyright	copyright	NN
10_1101-2021_01_08_425952	254	5	holder	holder	NN
10_1101-2021_01_08_425952	254	6	for	for	IN
10_1101-2021_01_08_425952	254	7	this	this	DT
10_1101-2021_01_08_425952	254	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	254	9	version	version	NN
10_1101-2021_01_08_425952	254	10	posted	post	VBD
10_1101-2021_01_08_425952	254	11	January	January	NNP
10_1101-2021_01_08_425952	254	12	9	9	CD
10_1101-2021_01_08_425952	254	13	,	,	,
10_1101-2021_01_08_425952	254	14	2021	2021	CD
10_1101-2021_01_08_425952	254	15	.	.	.
10_1101-2021_01_08_425952	254	16	;	;	:
10_1101-2021_01_08_425952	254	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	254	18	:	:	:
10_1101-2021_01_08_425952	254	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	254	20	preprint	preprint	NN
10_1101-2021_01_08_425952	254	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	254	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	254	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	254	24	of	of	IN
10_1101-2021_01_08_425952	254	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	254	26	Software	Software	NNP
10_1101-2021_01_08_425952	254	27	25	25	CD
10_1101-2021_01_08_425952	254	28	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	254	29	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	254	30	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	254	31	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	254	32	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	254	33	Candesartan	Candesartan	NNP
10_1101-2021_01_08_425952	254	34	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	254	35	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	254	36	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	254	37	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	254	38	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	254	39	TopiramateCandesartan	TopiramateCandesartan	NNP
10_1101-2021_01_08_425952	254	40	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	254	41	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	254	42	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	254	43	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	254	44	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	254	45	Topiramate	Topiramate	NNP
10_1101-2021_01_08_425952	254	46	Candesartan	Candesartan	NNP
10_1101-2021_01_08_425952	254	47	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	254	48	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	254	49	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	254	50	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	254	51	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	254	52	TopiramateCandesartan	TopiramateCandesartan	NNP
10_1101-2021_01_08_425952	254	53	Venlafaxine	Venlafaxine	NNP
10_1101-2021_01_08_425952	254	54	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	254	55	Lisinopril	Lisinopril	NNP
10_1101-2021_01_08_425952	254	56	Atenolol	Atenolol	NNP
10_1101-2021_01_08_425952	254	57	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	254	58	0	0	CD
10_1101-2021_01_08_425952	254	59	100	100	CD
10_1101-2021_01_08_425952	254	60	200	200	CD
10_1101-2021_01_08_425952	254	61	300	300	CD
10_1101-2021_01_08_425952	254	62	First	First	NNP
10_1101-2021_01_08_425952	254	63	Drug	Drug	NNP
10_1101-2021_01_08_425952	254	64	1st	1st	NN
10_1101-2021_01_08_425952	254	65	Switch	Switch	NNP
10_1101-2021_01_08_425952	254	66	2nd	2nd	NNP
10_1101-2021_01_08_425952	254	67	Switch	Switch	NNP
10_1101-2021_01_08_425952	254	68	3rd	3rd	NNP
10_1101-2021_01_08_425952	254	69	Switch	Switch	NNP
10_1101-2021_01_08_425952	254	70	4th	4th	NN
10_1101-2021_01_08_425952	254	71	Switch	Switch	NNP
10_1101-2021_01_08_425952	254	72	F	F	NNP
10_1101-2021_01_08_425952	254	73	re	re	NN
10_1101-2021_01_08_425952	254	74	q	q	NNP
10_1101-2021_01_08_425952	254	75	Migraine	Migraine	NNP
10_1101-2021_01_08_425952	254	76	Preventative	Preventative	NNP
10_1101-2021_01_08_425952	254	77	Switching	Switching	NNP
10_1101-2021_01_08_425952	254	78	Among	among	IN
10_1101-2021_01_08_425952	254	79	Patients	Patients	NNPS
10_1101-2021_01_08_425952	254	80	Figure	Figure	NNP
10_1101-2021_01_08_425952	254	81	7	7	CD
10_1101-2021_01_08_425952	254	82	:	:	:
10_1101-2021_01_08_425952	254	83	Prescription	prescription	NN
10_1101-2021_01_08_425952	254	84	pattern	pattern	NN
10_1101-2021_01_08_425952	254	85	switching	switching	NN
10_1101-2021_01_08_425952	254	86	of	of	IN
10_1101-2021_01_08_425952	254	87	seven	seven	CD
10_1101-2021_01_08_425952	254	88	different	different	JJ
10_1101-2021_01_08_425952	254	89	migraine	migraine	NNP
10_1101-2021_01_08_425952	254	90	preventatives	preventative	NNS
10_1101-2021_01_08_425952	254	91	.	.	.
10_1101-2021_01_08_425952	255	1	A	a	DT
10_1101-2021_01_08_425952	255	2	patient	patient	NN
10_1101-2021_01_08_425952	255	3	required	require	VBD
10_1101-2021_01_08_425952	255	4	a	a	DT
10_1101-2021_01_08_425952	255	5	a	a	DT
10_1101-2021_01_08_425952	255	6	minimum	minimum	NN
10_1101-2021_01_08_425952	255	7	of	of	IN
10_1101-2021_01_08_425952	255	8	five	five	CD
10_1101-2021_01_08_425952	255	9	changes	change	NNS
10_1101-2021_01_08_425952	255	10	in	in	IN
10_1101-2021_01_08_425952	255	11	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	255	12	(	(	-LRB-
10_1101-2021_01_08_425952	255	13	including	include	VBG
10_1101-2021_01_08_425952	255	14	the	the	DT
10_1101-2021_01_08_425952	255	15	initial	initial	JJ
10_1101-2021_01_08_425952	255	16	prescription	prescription	NN
10_1101-2021_01_08_425952	255	17	)	)	-RRB-
10_1101-2021_01_08_425952	255	18	and	and	CC
10_1101-2021_01_08_425952	255	19	,	,	,
10_1101-2021_01_08_425952	255	20	equally	equally	RB
10_1101-2021_01_08_425952	255	21	,	,	,
10_1101-2021_01_08_425952	255	22	the	the	DT
10_1101-2021_01_08_425952	255	23	display	display	NN
10_1101-2021_01_08_425952	255	24	was	be	VBD
10_1101-2021_01_08_425952	255	25	set	set	VBN
10_1101-2021_01_08_425952	255	26	to	to	IN
10_1101-2021_01_08_425952	255	27	five	five	CD
10_1101-2021_01_08_425952	255	28	changes	change	NNS
10_1101-2021_01_08_425952	255	29	in	in	IN
10_1101-2021_01_08_425952	255	30	prescription	prescription	NN
10_1101-2021_01_08_425952	255	31	.	.	.
10_1101-2021_01_08_425952	256	1	3.5	3.5	CD
10_1101-2021_01_08_425952	256	2	.	.	.
10_1101-2021_01_08_425952	257	1	Prescription	prescription	NN
10_1101-2021_01_08_425952	257	2	timeline	timeline	NN
10_1101-2021_01_08_425952	257	3	construction	construction	NN
10_1101-2021_01_08_425952	257	4	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	257	5	contains	contain	VBZ
10_1101-2021_01_08_425952	257	6	several	several	JJ
10_1101-2021_01_08_425952	257	7	functions	function	NNS
10_1101-2021_01_08_425952	257	8	that	that	WDT
10_1101-2021_01_08_425952	257	9	transforms	transform	VBZ
10_1101-2021_01_08_425952	257	10	patient	patient	JJ
10_1101-2021_01_08_425952	257	11	data	datum	NNS
10_1101-2021_01_08_425952	257	12	into	into	IN
10_1101-2021_01_08_425952	257	13	a	a	DT
10_1101-2021_01_08_425952	257	14	format	format	NN
10_1101-2021_01_08_425952	257	15	com-	com-	NN
10_1101-2021_01_08_425952	257	16	patible	patible	NN
10_1101-2021_01_08_425952	257	17	with	with	IN
10_1101-2021_01_08_425952	257	18	mean	mean	NNP
10_1101-2021_01_08_425952	257	19	cumulative	cumulative	JJ
10_1101-2021_01_08_425952	257	20	function	function	NN
10_1101-2021_01_08_425952	257	21	(	(	-LRB-
10_1101-2021_01_08_425952	257	22	MCF	MCF	NNP
10_1101-2021_01_08_425952	257	23	)	)	-RRB-
10_1101-2021_01_08_425952	257	24	semi	semi	JJ
10_1101-2021_01_08_425952	257	25	-	-	JJ
10_1101-2021_01_08_425952	257	26	parametric	parametric	JJ
10_1101-2021_01_08_425952	257	27	estimates	estimate	NNS
10_1101-2021_01_08_425952	257	28	,	,	,
10_1101-2021_01_08_425952	257	29	prescription	prescription	NN
10_1101-2021_01_08_425952	257	30	per-	per-	NN
10_1101-2021_01_08_425952	257	31	sistence	sistence	NN
10_1101-2021_01_08_425952	257	32	,	,	,
10_1101-2021_01_08_425952	257	33	prescription	prescription	NN
10_1101-2021_01_08_425952	257	34	incidence	incidence	NN
10_1101-2021_01_08_425952	257	35	,	,	,
10_1101-2021_01_08_425952	257	36	and	and	CC
10_1101-2021_01_08_425952	257	37	survival	survival	NN
10_1101-2021_01_08_425952	257	38	analysis	analysis	NN
10_1101-2021_01_08_425952	257	39	.	.	.
10_1101-2021_01_08_425952	258	1	generateMCFOneGroup	generateMCFOneGroup	NNP
10_1101-2021_01_08_425952	258	2	Prescription	Prescription	NNP
10_1101-2021_01_08_425952	258	3	events	event	NNS
10_1101-2021_01_08_425952	258	4	are	be	VBP
10_1101-2021_01_08_425952	258	5	binned	bin	VBN
10_1101-2021_01_08_425952	258	6	into	into	IN
10_1101-2021_01_08_425952	258	7	weekly	weekly	JJ
10_1101-2021_01_08_425952	258	8	units	unit	NNS
10_1101-2021_01_08_425952	258	9	to	to	TO
10_1101-2021_01_08_425952	258	10	increase	increase	VB
10_1101-2021_01_08_425952	258	11	the	the	DT
10_1101-2021_01_08_425952	258	12	statistical	statistical	JJ
10_1101-2021_01_08_425952	258	13	power	power	NN
10_1101-2021_01_08_425952	258	14	at	at	IN
10_1101-2021_01_08_425952	258	15	each	each	DT
10_1101-2021_01_08_425952	258	16	time	time	NN
10_1101-2021_01_08_425952	258	17	point	point	NN
10_1101-2021_01_08_425952	258	18	.	.	.
10_1101-2021_01_08_425952	259	1	The	the	DT
10_1101-2021_01_08_425952	259	2	user	user	NN
10_1101-2021_01_08_425952	259	3	presents	present	VBZ
10_1101-2021_01_08_425952	259	4	a	a	DT
10_1101-2021_01_08_425952	259	5	group	group	NN
10_1101-2021_01_08_425952	259	6	at	at	IN
10_1101-2021_01_08_425952	259	7	a	a	DT
10_1101-2021_01_08_425952	259	8	time	time	NN
10_1101-2021_01_08_425952	259	9	,	,	,
10_1101-2021_01_08_425952	259	10	for	for	IN
10_1101-2021_01_08_425952	259	11	example	example	NN
10_1101-2021_01_08_425952	259	12	,	,	,
10_1101-2021_01_08_425952	259	13	all	all	DT
10_1101-2021_01_08_425952	259	14	clinical	clinical	JJ
10_1101-2021_01_08_425952	259	15	events	event	NNS
10_1101-2021_01_08_425952	259	16	of	of	IN
10_1101-2021_01_08_425952	259	17	male	male	JJ
10_1101-2021_01_08_425952	259	18	patients	patient	NNS
10_1101-2021_01_08_425952	259	19	with	with	IN
10_1101-2021_01_08_425952	259	20	a	a	DT
10_1101-2021_01_08_425952	259	21	first	first	JJ
10_1101-2021_01_08_425952	259	22	-	-	HYPH
10_1101-2021_01_08_425952	259	23	line	line	NN
10_1101-2021_01_08_425952	259	24	prescription	prescription	NN
10_1101-2021_01_08_425952	259	25	of	of	IN
10_1101-2021_01_08_425952	259	26	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	259	27	for	for	IN
10_1101-2021_01_08_425952	259	28	a	a	DT
10_1101-2021_01_08_425952	259	29	migraine	migraine	NN
10_1101-2021_01_08_425952	259	30	.	.	.
10_1101-2021_01_08_425952	260	1	The	the	DT
10_1101-2021_01_08_425952	260	2	clinical	clinical	JJ
10_1101-2021_01_08_425952	260	3	data	datum	NNS
10_1101-2021_01_08_425952	260	4	has	have	VBZ
10_1101-2021_01_08_425952	260	5	already	already	RB
10_1101-2021_01_08_425952	260	6	been	be	VBN
10_1101-2021_01_08_425952	260	7	refined	refine	VBN
10_1101-2021_01_08_425952	260	8	using	use	VBG
10_1101-2021_01_08_425952	260	9	the	the	DT
10_1101-2021_01_08_425952	260	10	steps	step	NNS
10_1101-2021_01_08_425952	260	11	for	for	IN
10_1101-2021_01_08_425952	260	12	first	first	JJ
10_1101-2021_01_08_425952	260	13	-	-	HYPH
10_1101-2021_01_08_425952	260	14	line	line	NN
10_1101-2021_01_08_425952	260	15	prescription	prescription	NN
10_1101-2021_01_08_425952	260	16	,	,	,
10_1101-2021_01_08_425952	260	17	as	as	IN
10_1101-2021_01_08_425952	260	18	described	describe	VBN
10_1101-2021_01_08_425952	260	19	above	above	RB
10_1101-2021_01_08_425952	260	20	.	.	.
10_1101-2021_01_08_425952	261	1	The	the	DT
10_1101-2021_01_08_425952	261	2	function	function	NN
10_1101-2021_01_08_425952	261	3	generateMCFOneGroup	generatemcfonegroup	NN
10_1101-2021_01_08_425952	261	4	accepts	accept	VBZ
10_1101-2021_01_08_425952	261	5	a	a	DT
10_1101-2021_01_08_425952	261	6	dataframe	dataframe	NN
10_1101-2021_01_08_425952	261	7	or	or	CC
10_1101-2021_01_08_425952	261	8	events	event	NNS
10_1101-2021_01_08_425952	261	9	,	,	,
10_1101-2021_01_08_425952	261	10	the	the	DT
10_1101-2021_01_08_425952	261	11	MCF	MCF	NNP
10_1101-2021_01_08_425952	261	12	start	start	VB
10_1101-2021_01_08_425952	261	13	date	date	NN
10_1101-2021_01_08_425952	261	14	(	(	-LRB-
10_1101-2021_01_08_425952	261	15	eventdates	eventdate	NNS
10_1101-2021_01_08_425952	261	16	are	be	VBP
10_1101-2021_01_08_425952	261	17	adjusted	adjust	VBN
10_1101-2021_01_08_425952	261	18	so	so	RB
10_1101-2021_01_08_425952	261	19	all	all	DT
10_1101-2021_01_08_425952	261	20	patient	patient	JJ
10_1101-2021_01_08_425952	261	21	records	record	NNS
10_1101-2021_01_08_425952	261	22	in	in	IN
10_1101-2021_01_08_425952	261	23	the	the	DT
10_1101-2021_01_08_425952	261	24	dataset	dataset	NN
10_1101-2021_01_08_425952	261	25	begin	begin	VBP
10_1101-2021_01_08_425952	261	26	at	at	IN
10_1101-2021_01_08_425952	261	27	the	the	DT
10_1101-2021_01_08_425952	261	28	same	same	JJ
10_1101-2021_01_08_425952	261	29	time	time	NN
10_1101-2021_01_08_425952	261	30	)	)	-RRB-
10_1101-2021_01_08_425952	261	31	,	,	,
10_1101-2021_01_08_425952	261	32	and	and	CC
10_1101-2021_01_08_425952	261	33	the	the	DT
10_1101-2021_01_08_425952	261	34	minimum	minimum	JJ
10_1101-2021_01_08_425952	261	35	number	number	NN
10_1101-2021_01_08_425952	261	36	of	of	IN
10_1101-2021_01_08_425952	261	37	events	event	NNS
10_1101-2021_01_08_425952	261	38	per	per	IN
10_1101-2021_01_08_425952	261	39	patients	patient	NNS
10_1101-2021_01_08_425952	261	40	(	(	-LRB-
10_1101-2021_01_08_425952	261	41	by	by	IN
10_1101-2021_01_08_425952	261	42	default	default	NN
10_1101-2021_01_08_425952	261	43	this	this	DT
10_1101-2021_01_08_425952	261	44	is	be	VBZ
10_1101-2021_01_08_425952	261	45	two	two	CD
10_1101-2021_01_08_425952	261	46	events	event	NNS
10_1101-2021_01_08_425952	261	47	)	)	-RRB-
10_1101-2021_01_08_425952	261	48	.	.	.
10_1101-2021_01_08_425952	262	1	The	the	DT
10_1101-2021_01_08_425952	262	2	following	follow	VBG
10_1101-2021_01_08_425952	262	3	example	example	NN
10_1101-2021_01_08_425952	262	4	presents	present	VBZ
10_1101-2021_01_08_425952	262	5	the	the	DT
10_1101-2021_01_08_425952	262	6	calculation	calculation	NN
10_1101-2021_01_08_425952	262	7	of	of	IN
10_1101-2021_01_08_425952	262	8	first	first	JJ
10_1101-2021_01_08_425952	262	9	prescription	prescription	NN
10_1101-2021_01_08_425952	262	10	events	event	NNS
10_1101-2021_01_08_425952	262	11	,	,	,
10_1101-2021_01_08_425952	262	12	the	the	DT
10_1101-2021_01_08_425952	262	13	assignment	assignment	NN
10_1101-2021_01_08_425952	262	14	of	of	IN
10_1101-2021_01_08_425952	262	15	gender	gender	NN
10_1101-2021_01_08_425952	262	16	and	and	CC
10_1101-2021_01_08_425952	262	17	the	the	DT
10_1101-2021_01_08_425952	262	18	calculation	calculation	NN
10_1101-2021_01_08_425952	262	19	of	of	IN
10_1101-2021_01_08_425952	262	20	.CC	.CC	,
10_1101-2021_01_08_425952	262	21	-	-	HYPH
10_1101-2021_01_08_425952	262	22	BY	by	IN
10_1101-2021_01_08_425952	262	23	-	-	HYPH
10_1101-2021_01_08_425952	262	24	ND	ND	NNP
10_1101-2021_01_08_425952	262	25	4.0	4.0	CD
10_1101-2021_01_08_425952	262	26	International	international	JJ
10_1101-2021_01_08_425952	262	27	licensemade	licensemade	NN
10_1101-2021_01_08_425952	262	28	available	available	JJ
10_1101-2021_01_08_425952	262	29	under	under	IN
10_1101-2021_01_08_425952	262	30	a	a	DT
10_1101-2021_01_08_425952	262	31	(	(	-LRB-
10_1101-2021_01_08_425952	262	32	which	which	WDT
10_1101-2021_01_08_425952	262	33	was	be	VBD
10_1101-2021_01_08_425952	262	34	not	not	RB
10_1101-2021_01_08_425952	262	35	certified	certify	VBN
10_1101-2021_01_08_425952	262	36	by	by	IN
10_1101-2021_01_08_425952	262	37	peer	peer	NN
10_1101-2021_01_08_425952	262	38	review	review	NN
10_1101-2021_01_08_425952	262	39	)	)	-RRB-
10_1101-2021_01_08_425952	262	40	is	be	VBZ
10_1101-2021_01_08_425952	262	41	the	the	DT
10_1101-2021_01_08_425952	262	42	author	author	NN
10_1101-2021_01_08_425952	262	43	/	/	SYM
10_1101-2021_01_08_425952	262	44	funder	funder	NN
10_1101-2021_01_08_425952	262	45	,	,	,
10_1101-2021_01_08_425952	262	46	who	who	WP
10_1101-2021_01_08_425952	262	47	has	have	VBZ
10_1101-2021_01_08_425952	262	48	granted	grant	VBN
10_1101-2021_01_08_425952	262	49	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	262	50	a	a	DT
10_1101-2021_01_08_425952	262	51	license	license	NN
10_1101-2021_01_08_425952	262	52	to	to	TO
10_1101-2021_01_08_425952	262	53	display	display	VB
10_1101-2021_01_08_425952	262	54	the	the	DT
10_1101-2021_01_08_425952	262	55	preprint	preprint	NN
10_1101-2021_01_08_425952	262	56	in	in	IN
10_1101-2021_01_08_425952	262	57	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	262	58	.	.	.
10_1101-2021_01_08_425952	263	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	263	2	is	be	VBZ
10_1101-2021_01_08_425952	263	3	The	the	DT
10_1101-2021_01_08_425952	263	4	copyright	copyright	NN
10_1101-2021_01_08_425952	263	5	holder	holder	NN
10_1101-2021_01_08_425952	263	6	for	for	IN
10_1101-2021_01_08_425952	263	7	this	this	DT
10_1101-2021_01_08_425952	263	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	263	9	version	version	NN
10_1101-2021_01_08_425952	263	10	posted	post	VBD
10_1101-2021_01_08_425952	263	11	January	January	NNP
10_1101-2021_01_08_425952	263	12	9	9	CD
10_1101-2021_01_08_425952	263	13	,	,	,
10_1101-2021_01_08_425952	263	14	2021	2021	CD
10_1101-2021_01_08_425952	263	15	.	.	.
10_1101-2021_01_08_425952	263	16	;	;	:
10_1101-2021_01_08_425952	263	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	263	18	:	:	:
10_1101-2021_01_08_425952	263	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	263	20	preprint	preprint	NN
10_1101-2021_01_08_425952	263	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	263	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	263	23	26	26	CD
10_1101-2021_01_08_425952	263	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	263	25	:	:	:
10_1101-2021_01_08_425952	263	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	263	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	263	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	263	29	in	in	IN
10_1101-2021_01_08_425952	263	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	263	31	Health	Health	NNP
10_1101-2021_01_08_425952	263	32	Care	Care	NNP
10_1101-2021_01_08_425952	263	33	Records	Records	NNPS
10_1101-2021_01_08_425952	263	34	MCF	MCF	NNP
10_1101-2021_01_08_425952	263	35	of	of	IN
10_1101-2021_01_08_425952	263	36	prescription	prescription	NN
10_1101-2021_01_08_425952	263	37	(	(	-LRB-
10_1101-2021_01_08_425952	263	38	therapy	therapy	NNP
10_1101-2021_01_08_425952	263	39	dataframe	dataframe	NNP
10_1101-2021_01_08_425952	263	40	)	)	-RRB-
10_1101-2021_01_08_425952	263	41	burden	burden	NN
10_1101-2021_01_08_425952	263	42	of	of	IN
10_1101-2021_01_08_425952	263	43	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	263	44	and	and	CC
10_1101-2021_01_08_425952	263	45	propranolol	propranolol	NN
10_1101-2021_01_08_425952	263	46	:	:	:
10_1101-2021_01_08_425952	263	47	>	>	XX
10_1101-2021_01_08_425952	263	48	library(rdrugtrajectory	library(rdrugtrajectory	NN
10_1101-2021_01_08_425952	263	49	)	)	-RRB-
10_1101-2021_01_08_425952	263	50	>	>	XX
10_1101-2021_01_08_425952	263	51	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	263	52	<	<	XX
10_1101-2021_01_08_425952	263	53	-	-	:
10_1101-2021_01_08_425952	263	54	"	"	``
10_1101-2021_01_08_425952	263	55	product.txt	product.txt	NNP
10_1101-2021_01_08_425952	263	56	"	"	''
10_1101-2021_01_08_425952	263	57	>	>	XX
10_1101-2021_01_08_425952	263	58	resultList	resultList	NNP
10_1101-2021_01_08_425952	263	59	<	<	NNP
10_1101-2021_01_08_425952	263	60	-	-	HYPH
10_1101-2021_01_08_425952	263	61	getFirstDrugPrescription(df	getFirstDrugPrescription(df	NNP
10_1101-2021_01_08_425952	263	62	=	=	SYM
10_1101-2021_01_08_425952	263	63	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	263	64	,	,	,
10_1101-2021_01_08_425952	263	65	+	+	CC
10_1101-2021_01_08_425952	263	66	idList	idList	NNP
10_1101-2021_01_08_425952	263	67	=	=	SYM
10_1101-2021_01_08_425952	263	68	NULL	NULL	NNP
10_1101-2021_01_08_425952	263	69	,	,	,
10_1101-2021_01_08_425952	263	70	+	+	CC
10_1101-2021_01_08_425952	263	71	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	263	72	=	=	SYM
10_1101-2021_01_08_425952	263	73	NULL	NULL	NNP
10_1101-2021_01_08_425952	263	74	,	,	,
10_1101-2021_01_08_425952	263	75	+	+	CC
10_1101-2021_01_08_425952	263	76	descriptionFile	descriptionfile	NN
10_1101-2021_01_08_425952	263	77	=	=	SYM
10_1101-2021_01_08_425952	263	78	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	263	79	)	)	-RRB-
10_1101-2021_01_08_425952	263	80	>	>	XX
10_1101-2021_01_08_425952	263	81	patidList	patidlist	NN
10_1101-2021_01_08_425952	263	82	<	<	XX
10_1101-2021_01_08_425952	263	83	-	-	HYPH
10_1101-2021_01_08_425952	263	84	resultList[[1	resultlist[[1	NN
10_1101-2021_01_08_425952	263	85	]	]	-RRB-
10_1101-2021_01_08_425952	263	86	]	]	-RRB-
10_1101-2021_01_08_425952	263	87	>	>	XX
10_1101-2021_01_08_425952	263	88	eventdateList	eventdatelist	XX
10_1101-2021_01_08_425952	263	89	<	<	XX
10_1101-2021_01_08_425952	263	90	-	-	HYPH
10_1101-2021_01_08_425952	263	91	resultList[[2	resultlist[[2	NN
10_1101-2021_01_08_425952	263	92	]	]	-RRB-
10_1101-2021_01_08_425952	263	93	]	]	-RRB-
10_1101-2021_01_08_425952	263	94	>	>	NN
10_1101-2021_01_08_425952	263	95	drugFrequencyDF	drugFrequencyDF	NNS
10_1101-2021_01_08_425952	263	96	<	<	XX
10_1101-2021_01_08_425952	263	97	-	-	HYPH
10_1101-2021_01_08_425952	263	98	resultList[[3	resultList[[3	NNP
10_1101-2021_01_08_425952	263	99	]	]	-RRB-
10_1101-2021_01_08_425952	263	100	]	]	-RRB-
10_1101-2021_01_08_425952	263	101	>	>	NN
10_1101-2021_01_08_425952	263	102	drugFrequencyDF	drugFrequencyDF	NNS
10_1101-2021_01_08_425952	263	103	<	<	XX
10_1101-2021_01_08_425952	263	104	-	-	HYPH
10_1101-2021_01_08_425952	263	105	drugFrequencyDF[order(drugFrequencyDF$Frequency	drugFrequencyDF[order(drugFrequencyDF$Frequency	NNP
10_1101-2021_01_08_425952	263	106	,	,	,
10_1101-2021_01_08_425952	263	107	+	+	CC
10_1101-2021_01_08_425952	263	108	decreasing	decrease	VBG
10_1101-2021_01_08_425952	263	109	=	=	-RRB-
10_1101-2021_01_08_425952	263	110	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	263	111	)	)	-RRB-
10_1101-2021_01_08_425952	263	112	,	,	,
10_1101-2021_01_08_425952	263	113	]	]	-RRB-
10_1101-2021_01_08_425952	263	114	>	>	XX
10_1101-2021_01_08_425952	263	115	amitriptylinePatid	amitriptylinePatid	NNP
10_1101-2021_01_08_425952	263	116	<	<	XX
10_1101-2021_01_08_425952	263	117	-	-	HYPH
10_1101-2021_01_08_425952	263	118	patidList$`83	patidList$`83	NNP
10_1101-2021_01_08_425952	263	119	`	`	''
10_1101-2021_01_08_425952	263	120	>	>	XX
10_1101-2021_01_08_425952	263	121	propranololPatid	propranololPatid	NNS
10_1101-2021_01_08_425952	263	122	<	<	XX
10_1101-2021_01_08_425952	263	123	-	-	HYPH
10_1101-2021_01_08_425952	263	124	patidList$`707	patidList$`707	NNP
10_1101-2021_01_08_425952	263	125	`	`	''
10_1101-2021_01_08_425952	263	126	>	>	XX
10_1101-2021_01_08_425952	263	127	maleCode	malecode	FW
10_1101-2021_01_08_425952	263	128	<	<	XX
10_1101-2021_01_08_425952	263	129	-	-	HYPH
10_1101-2021_01_08_425952	263	130	1	1	CD
10_1101-2021_01_08_425952	263	131	>	>	XX
10_1101-2021_01_08_425952	263	132	malePatidsDF	malePatidsDF	NNP
10_1101-2021_01_08_425952	263	133	<	<	XX
10_1101-2021_01_08_425952	263	134	-	-	HYPH
10_1101-2021_01_08_425952	263	135	getGenderOfPatients(idList	getGenderOfPatients(idList	NNP
10_1101-2021_01_08_425952	263	136	=	=	SYM
10_1101-2021_01_08_425952	263	137	getUniquePatidList(testTherapyDF	getuniquepatidlist(testtherapydf	NN
10_1101-2021_01_08_425952	263	138	)	)	-RRB-
10_1101-2021_01_08_425952	263	139	,	,	,
10_1101-2021_01_08_425952	263	140	+	+	CC
10_1101-2021_01_08_425952	263	141	genderDF	genderdf	NN
10_1101-2021_01_08_425952	263	142	=	=	SYM
10_1101-2021_01_08_425952	263	143	ageGenderDF	agegenderdf	XX
10_1101-2021_01_08_425952	263	144	,	,	,
10_1101-2021_01_08_425952	263	145	+	+	CC
10_1101-2021_01_08_425952	263	146	genderCodeVector	genderCodeVector	NNP
10_1101-2021_01_08_425952	263	147	=	=	SYM
10_1101-2021_01_08_425952	263	148	maleCode	malecode	FW
10_1101-2021_01_08_425952	263	149	)	)	-RRB-
10_1101-2021_01_08_425952	263	150	>	>	NFP
10_1101-2021_01_08_425952	263	151	amitriptylineMalePatids	amitriptylineMalePatids	NNP
10_1101-2021_01_08_425952	263	152	<	<	XX
10_1101-2021_01_08_425952	263	153	-	-	HYPH
10_1101-2021_01_08_425952	263	154	subset(amitriptylinePatid	subset(amitriptylinePatid	NNP
10_1101-2021_01_08_425952	263	155	,	,	,
10_1101-2021_01_08_425952	263	156	+	+	CC
10_1101-2021_01_08_425952	263	157	amitriptylinePatid	amitriptylinepatid	JJ
10_1101-2021_01_08_425952	263	158	%	%	NN
10_1101-2021_01_08_425952	263	159	in%	in%	CD
10_1101-2021_01_08_425952	263	160	malePatidsDF$patid	malepatidsdf$patid	NN
10_1101-2021_01_08_425952	263	161	)	)	-RRB-
10_1101-2021_01_08_425952	263	162	>	>	XX
10_1101-2021_01_08_425952	263	163	propranololMalePatids	propranololMalePatids	NNP
10_1101-2021_01_08_425952	263	164	<	<	NNP
10_1101-2021_01_08_425952	263	165	-	-	HYPH
10_1101-2021_01_08_425952	263	166	subset(propranololPatid	subset(propranololPatid	NNP
10_1101-2021_01_08_425952	263	167	,	,	,
10_1101-2021_01_08_425952	263	168	+	+	CC
10_1101-2021_01_08_425952	263	169	propranololPatid	propranololpatid	JJ
10_1101-2021_01_08_425952	263	170	%	%	NN
10_1101-2021_01_08_425952	263	171	in%	in%	CD
10_1101-2021_01_08_425952	263	172	malePatidsDF$patid	malepatidsdf$patid	NN
10_1101-2021_01_08_425952	263	173	)	)	-RRB-
10_1101-2021_01_08_425952	263	174	>	>	XX
10_1101-2021_01_08_425952	263	175	amiMaleTherapyDF	amimaletherapydf	XX
10_1101-2021_01_08_425952	263	176	<	<	XX
10_1101-2021_01_08_425952	263	177	-	-	HYPH
10_1101-2021_01_08_425952	263	178	subset(testTherapyDF	subset(testTherapyDF	NNP
10_1101-2021_01_08_425952	263	179	,	,	,
10_1101-2021_01_08_425952	263	180	+	+	CC
10_1101-2021_01_08_425952	263	181	testTherapyDF$patid	testtherapydf$patid	NN
10_1101-2021_01_08_425952	263	182	%	%	NN
10_1101-2021_01_08_425952	263	183	in%	in%	VBP
10_1101-2021_01_08_425952	263	184	amitriptylineMalePatids	amitriptylineMalePatids	NNP
10_1101-2021_01_08_425952	263	185	)	)	-RRB-
10_1101-2021_01_08_425952	263	186	>	>	XX
10_1101-2021_01_08_425952	263	187	propMaleTherapyDF	propmaletherapydf	XX
10_1101-2021_01_08_425952	263	188	<	<	XX
10_1101-2021_01_08_425952	263	189	-	-	HYPH
10_1101-2021_01_08_425952	263	190	subset(testTherapyDF	subset(testTherapyDF	NNP
10_1101-2021_01_08_425952	263	191	,	,	,
10_1101-2021_01_08_425952	263	192	+	+	CC
10_1101-2021_01_08_425952	263	193	testTherapyDF$patid	testtherapydf$patid	NN
10_1101-2021_01_08_425952	263	194	%	%	NN
10_1101-2021_01_08_425952	263	195	in%	in%	VBP
10_1101-2021_01_08_425952	263	196	propranololMalePatids	propranololMalePatids	NNP
10_1101-2021_01_08_425952	263	197	)	)	-RRB-
10_1101-2021_01_08_425952	263	198	>	>	XX
10_1101-2021_01_08_425952	263	199	amiMaleMCFDF	amiMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	200	<	<	XX
10_1101-2021_01_08_425952	263	201	-	-	HYPH
10_1101-2021_01_08_425952	263	202	generateMCFOneGroup(therapyDF	generateMCFOneGroup(therapyDF	NNP
10_1101-2021_01_08_425952	263	203	=	=	SYM
10_1101-2021_01_08_425952	263	204	amiMaleTherapyDF	amimaletherapydf	XX
10_1101-2021_01_08_425952	263	205	,	,	,
10_1101-2021_01_08_425952	263	206	+	+	CC
10_1101-2021_01_08_425952	263	207	startDateCharVector	startdatecharvector	NN
10_1101-2021_01_08_425952	263	208	=	=	SYM
10_1101-2021_01_08_425952	263	209	"	"	``
10_1101-2021_01_08_425952	263	210	2000	2000	CD
10_1101-2021_01_08_425952	263	211	-	-	HYPH
10_1101-2021_01_08_425952	263	212	01	01	CD
10_1101-2021_01_08_425952	263	213	-	-	HYPH
10_1101-2021_01_08_425952	263	214	01	01	CD
10_1101-2021_01_08_425952	263	215	"	"	''
10_1101-2021_01_08_425952	263	216	,	,	,
10_1101-2021_01_08_425952	263	217	+	+	SYM
10_1101-2021_01_08_425952	263	218	minRecords	minrecord	NNS
10_1101-2021_01_08_425952	263	219	=	=	SYM
10_1101-2021_01_08_425952	263	220	2	2	CD
10_1101-2021_01_08_425952	263	221	)	)	-RRB-
10_1101-2021_01_08_425952	263	222	>	>	NFP
10_1101-2021_01_08_425952	263	223	propMaleMCFDF	propMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	224	<	<	XX
10_1101-2021_01_08_425952	263	225	-	-	HYPH
10_1101-2021_01_08_425952	263	226	generateMCFOneGroup(therapyDF	generateMCFOneGroup(therapyDF	NNS
10_1101-2021_01_08_425952	263	227	=	=	SYM
10_1101-2021_01_08_425952	263	228	propMaleTherapyDF	propMaleTherapyDF	NNS
10_1101-2021_01_08_425952	263	229	,	,	,
10_1101-2021_01_08_425952	263	230	+	+	CC
10_1101-2021_01_08_425952	263	231	startDateCharVector	startdatecharvector	NN
10_1101-2021_01_08_425952	263	232	=	=	SYM
10_1101-2021_01_08_425952	263	233	"	"	``
10_1101-2021_01_08_425952	263	234	2000	2000	CD
10_1101-2021_01_08_425952	263	235	-	-	HYPH
10_1101-2021_01_08_425952	263	236	01	01	CD
10_1101-2021_01_08_425952	263	237	-	-	HYPH
10_1101-2021_01_08_425952	263	238	01	01	CD
10_1101-2021_01_08_425952	263	239	"	"	''
10_1101-2021_01_08_425952	263	240	,	,	,
10_1101-2021_01_08_425952	263	241	+	+	SYM
10_1101-2021_01_08_425952	263	242	minRecords	minrecord	NNS
10_1101-2021_01_08_425952	263	243	=	=	SYM
10_1101-2021_01_08_425952	263	244	2	2	LS
10_1101-2021_01_08_425952	263	245	)	)	-RRB-
10_1101-2021_01_08_425952	263	246	>	>	XX
10_1101-2021_01_08_425952	263	247	amiMaleMCFDF	amiMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	248	<	<	NNP
10_1101-2021_01_08_425952	263	249	-	-	HYPH
10_1101-2021_01_08_425952	263	250	cbind(amiMaleMCFDF	cbind(amiMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	251	,	,	,
10_1101-2021_01_08_425952	263	252	Drug	drug	NN
10_1101-2021_01_08_425952	263	253	=	=	NFP
10_1101-2021_01_08_425952	263	254	"	"	``
10_1101-2021_01_08_425952	263	255	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	263	256	"	"	''
10_1101-2021_01_08_425952	263	257	)	)	-RRB-
10_1101-2021_01_08_425952	263	258	>	>	XX
10_1101-2021_01_08_425952	263	259	propMaleMCFDF	propMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	260	<	<	XX
10_1101-2021_01_08_425952	263	261	-	-	HYPH
10_1101-2021_01_08_425952	263	262	cbind(propMaleMCFDF	cbind(propMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	263	,	,	,
10_1101-2021_01_08_425952	263	264	Drug	drug	NN
10_1101-2021_01_08_425952	263	265	=	=	NFP
10_1101-2021_01_08_425952	263	266	"	"	``
10_1101-2021_01_08_425952	263	267	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	263	268	"	"	''
10_1101-2021_01_08_425952	263	269	)	)	-RRB-
10_1101-2021_01_08_425952	263	270	>	>	XX
10_1101-2021_01_08_425952	263	271	drugMCFDF	drugMCFDF	NNP
10_1101-2021_01_08_425952	263	272	<	<	XX
10_1101-2021_01_08_425952	263	273	-	-	HYPH
10_1101-2021_01_08_425952	263	274	rbind(amiMaleMCFDF	rbind(amiMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	275	,	,	,
10_1101-2021_01_08_425952	263	276	propMaleMCFDF	propMaleMCFDF	NNP
10_1101-2021_01_08_425952	263	277	)	)	-RRB-
10_1101-2021_01_08_425952	263	278	>	>	NFP
10_1101-2021_01_08_425952	263	279	resultMCF	resultMCF	NNP
10_1101-2021_01_08_425952	263	280	<	<	XX
10_1101-2021_01_08_425952	263	281	-	-	HYPH
10_1101-2021_01_08_425952	263	282	reda::mcf(reda::Recur(week	reda::mcf(reda::Recur(week	NNP
10_1101-2021_01_08_425952	263	283	,	,	,
10_1101-2021_01_08_425952	263	284	i	-PRON-	PRP
10_1101-2021_01_08_425952	263	285	d	d	VBN
10_1101-2021_01_08_425952	263	286	,	,	,
10_1101-2021_01_08_425952	263	287	No	no	UH
10_1101-2021_01_08_425952	263	288	.	.	.
10_1101-2021_01_08_425952	263	289	)	)	-RRB-
10_1101-2021_01_08_425952	264	1	~	~	NFP
10_1101-2021_01_08_425952	264	2	Drug	drug	NN
10_1101-2021_01_08_425952	264	3	,	,	,
10_1101-2021_01_08_425952	264	4	data	datum	NNS
10_1101-2021_01_08_425952	264	5	=	=	SYM
10_1101-2021_01_08_425952	264	6	drugMCFDF	drugMCFDF	.
10_1101-2021_01_08_425952	264	7	)	)	-RRB-
10_1101-2021_01_08_425952	264	8	>	>	XX
10_1101-2021_01_08_425952	264	9	mcfPlot	mcfPlot	NNP
10_1101-2021_01_08_425952	264	10	<	<	XX
10_1101-2021_01_08_425952	264	11	-	-	HYPH
10_1101-2021_01_08_425952	264	12	reda::plot(resultMCF	reda::plot(resultMCF	NNP
10_1101-2021_01_08_425952	264	13	,	,	,
10_1101-2021_01_08_425952	264	14	conf.int	conf.int	NNP
10_1101-2021_01_08_425952	264	15	=	=	NFP
10_1101-2021_01_08_425952	264	16	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	264	17	)	)	-RRB-
10_1101-2021_01_08_425952	264	18	+	+	CC
10_1101-2021_01_08_425952	264	19	+	+	SYM
10_1101-2021_01_08_425952	264	20	ggplot2::xlab("Weeks	ggplot2::xlab("weeks	NN
10_1101-2021_01_08_425952	264	21	"	"	''
10_1101-2021_01_08_425952	264	22	)	)	-RRB-
10_1101-2021_01_08_425952	264	23	+	+	CC
10_1101-2021_01_08_425952	264	24	ggplot2::theme_bw	ggplot2::theme_bw	NNS
10_1101-2021_01_08_425952	264	25	(	(	-LRB-
10_1101-2021_01_08_425952	264	26	)	)	-RRB-
10_1101-2021_01_08_425952	264	27	+	+	NFP
10_1101-2021_01_08_425952	264	28	ggplot2::ggtitle	ggplot2::ggtitle	NNP
10_1101-2021_01_08_425952	264	29	(	(	-LRB-
10_1101-2021_01_08_425952	264	30	"	"	``
10_1101-2021_01_08_425952	264	31	"	"	``
10_1101-2021_01_08_425952	264	32	)	)	-RRB-
10_1101-2021_01_08_425952	264	33	getFirstDrugIncidenceRate	getFirstDrugIncidenceRate	NFP
10_1101-2021_01_08_425952	264	34	Prescription	prescription	NN
10_1101-2021_01_08_425952	264	35	incidence	incidence	NN
10_1101-2021_01_08_425952	264	36	be	be	VB
10_1101-2021_01_08_425952	264	37	calculated	calculate	VBN
10_1101-2021_01_08_425952	264	38	with	with	IN
10_1101-2021_01_08_425952	264	39	getFirstDrugIncidenceRate	getfirstdrugincidencerate	CD
10_1101-2021_01_08_425952	264	40	.	.	.
10_1101-2021_01_08_425952	265	1	The	the	DT
10_1101-2021_01_08_425952	265	2	following	follow	VBG
10_1101-2021_01_08_425952	265	3	code	code	NN
10_1101-2021_01_08_425952	265	4	demonstrates	demonstrate	VBZ
10_1101-2021_01_08_425952	265	5	how	how	WRB
10_1101-2021_01_08_425952	265	6	to	to	TO
10_1101-2021_01_08_425952	265	7	use	use	VB
10_1101-2021_01_08_425952	265	8	a	a	DT
10_1101-2021_01_08_425952	265	9	FirstDrugObject	firstdrugobject	NN
10_1101-2021_01_08_425952	265	10	to	to	TO
10_1101-2021_01_08_425952	265	11	calculate	calculate	VB
10_1101-2021_01_08_425952	265	12	incidence	incidence	NN
10_1101-2021_01_08_425952	265	13	rates	rate	NNS
10_1101-2021_01_08_425952	265	14	for	for	IN
10_1101-2021_01_08_425952	265	15	a	a	DT
10_1101-2021_01_08_425952	265	16	set	set	NN
10_1101-2021_01_08_425952	265	17	of	of	IN
10_1101-2021_01_08_425952	265	18	prodcodes	prodcode	NNS
10_1101-2021_01_08_425952	265	19	.	.	.
10_1101-2021_01_08_425952	266	1	The	the	DT
10_1101-2021_01_08_425952	266	2	study	study	NN
10_1101-2021_01_08_425952	266	3	observation	observation	NN
10_1101-2021_01_08_425952	266	4	starts	start	VBZ
10_1101-2021_01_08_425952	266	5	from	from	IN
10_1101-2021_01_08_425952	266	6	the	the	DT
10_1101-2021_01_08_425952	266	7	enrollmentDate	enrollmentDate	NNP
10_1101-2021_01_08_425952	266	8	and	and	CC
10_1101-2021_01_08_425952	266	9	ends	end	VBZ
10_1101-2021_01_08_425952	266	10	at	at	IN
10_1101-2021_01_08_425952	266	11	the	the	DT
10_1101-2021_01_08_425952	266	12	studyEndDate	studyenddate	XX
10_1101-2021_01_08_425952	266	13	:	:	:
10_1101-2021_01_08_425952	266	14	>	>	XX
10_1101-2021_01_08_425952	266	15	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	266	16	)	)	-RRB-
10_1101-2021_01_08_425952	266	17	.CC	.CC	:
10_1101-2021_01_08_425952	266	18	-	-	:
10_1101-2021_01_08_425952	266	19	BY	by	IN
10_1101-2021_01_08_425952	266	20	-	-	HYPH
10_1101-2021_01_08_425952	266	21	ND	ND	NNP
10_1101-2021_01_08_425952	266	22	4.0	4.0	CD
10_1101-2021_01_08_425952	266	23	International	international	JJ
10_1101-2021_01_08_425952	266	24	licensemade	licensemade	NN
10_1101-2021_01_08_425952	266	25	available	available	JJ
10_1101-2021_01_08_425952	266	26	under	under	IN
10_1101-2021_01_08_425952	266	27	a	a	DT
10_1101-2021_01_08_425952	266	28	(	(	-LRB-
10_1101-2021_01_08_425952	266	29	which	which	WDT
10_1101-2021_01_08_425952	266	30	was	be	VBD
10_1101-2021_01_08_425952	266	31	not	not	RB
10_1101-2021_01_08_425952	266	32	certified	certify	VBN
10_1101-2021_01_08_425952	266	33	by	by	IN
10_1101-2021_01_08_425952	266	34	peer	peer	NN
10_1101-2021_01_08_425952	266	35	review	review	NN
10_1101-2021_01_08_425952	266	36	)	)	-RRB-
10_1101-2021_01_08_425952	266	37	is	be	VBZ
10_1101-2021_01_08_425952	266	38	the	the	DT
10_1101-2021_01_08_425952	266	39	author	author	NN
10_1101-2021_01_08_425952	266	40	/	/	SYM
10_1101-2021_01_08_425952	266	41	funder	funder	NN
10_1101-2021_01_08_425952	266	42	,	,	,
10_1101-2021_01_08_425952	266	43	who	who	WP
10_1101-2021_01_08_425952	266	44	has	have	VBZ
10_1101-2021_01_08_425952	266	45	granted	grant	VBN
10_1101-2021_01_08_425952	266	46	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	266	47	a	a	DT
10_1101-2021_01_08_425952	266	48	license	license	NN
10_1101-2021_01_08_425952	266	49	to	to	TO
10_1101-2021_01_08_425952	266	50	display	display	VB
10_1101-2021_01_08_425952	266	51	the	the	DT
10_1101-2021_01_08_425952	266	52	preprint	preprint	NN
10_1101-2021_01_08_425952	266	53	in	in	IN
10_1101-2021_01_08_425952	266	54	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	266	55	.	.	.
10_1101-2021_01_08_425952	267	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	267	2	is	be	VBZ
10_1101-2021_01_08_425952	267	3	The	the	DT
10_1101-2021_01_08_425952	267	4	copyright	copyright	NN
10_1101-2021_01_08_425952	267	5	holder	holder	NN
10_1101-2021_01_08_425952	267	6	for	for	IN
10_1101-2021_01_08_425952	267	7	this	this	DT
10_1101-2021_01_08_425952	267	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	267	9	version	version	NN
10_1101-2021_01_08_425952	267	10	posted	post	VBD
10_1101-2021_01_08_425952	267	11	January	January	NNP
10_1101-2021_01_08_425952	267	12	9	9	CD
10_1101-2021_01_08_425952	267	13	,	,	,
10_1101-2021_01_08_425952	267	14	2021	2021	CD
10_1101-2021_01_08_425952	267	15	.	.	.
10_1101-2021_01_08_425952	267	16	;	;	:
10_1101-2021_01_08_425952	267	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	267	18	:	:	:
10_1101-2021_01_08_425952	267	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	267	20	preprint	preprint	NN
10_1101-2021_01_08_425952	267	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	267	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	267	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	267	24	of	of	IN
10_1101-2021_01_08_425952	267	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	267	26	Software	Software	NNP
10_1101-2021_01_08_425952	267	27	27	27	CD
10_1101-2021_01_08_425952	267	28	0	0	CD
10_1101-2021_01_08_425952	267	29	100	100	CD
10_1101-2021_01_08_425952	267	30	200	200	CD
10_1101-2021_01_08_425952	267	31	300	300	CD
10_1101-2021_01_08_425952	267	32	0	0	CD
10_1101-2021_01_08_425952	267	33	250	250	CD
10_1101-2021_01_08_425952	267	34	500	500	CD
10_1101-2021_01_08_425952	267	35	750	750	CD
10_1101-2021_01_08_425952	267	36	Weeks	Weeks	NNP
10_1101-2021_01_08_425952	267	37	M	M	NNP
10_1101-2021_01_08_425952	267	38	C	C	NNP
10_1101-2021_01_08_425952	267	39	F	F	NNP
10_1101-2021_01_08_425952	267	40	E	E	NNP
10_1101-2021_01_08_425952	267	41	st	st	NNP
10_1101-2021_01_08_425952	267	42	i	-PRON-	PRP
10_1101-2021_01_08_425952	267	43	m	be	VBP
10_1101-2021_01_08_425952	267	44	a	a	DT
10_1101-2021_01_08_425952	267	45	te	te	NNP
10_1101-2021_01_08_425952	267	46	s	s	NNP
10_1101-2021_01_08_425952	267	47	Drug	Drug	NNP
10_1101-2021_01_08_425952	267	48	Amitriptyline	Amitriptyline	NNP
10_1101-2021_01_08_425952	267	49	Propranolol	Propranolol	NNP
10_1101-2021_01_08_425952	267	50	Figure	Figure	NNP
10_1101-2021_01_08_425952	267	51	8	8	CD
10_1101-2021_01_08_425952	267	52	:	:	:
10_1101-2021_01_08_425952	267	53	MCF	MCF	NNP
10_1101-2021_01_08_425952	267	54	of	of	IN
10_1101-2021_01_08_425952	267	55	drug	drug	NN
10_1101-2021_01_08_425952	267	56	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	267	57	of	of	IN
10_1101-2021_01_08_425952	267	58	patients	patient	NNS
10_1101-2021_01_08_425952	267	59	with	with	IN
10_1101-2021_01_08_425952	267	60	a	a	DT
10_1101-2021_01_08_425952	267	61	first	first	JJ
10_1101-2021_01_08_425952	267	62	drug	drug	NN
10_1101-2021_01_08_425952	267	63	prescription	prescription	NN
10_1101-2021_01_08_425952	267	64	for	for	IN
10_1101-2021_01_08_425952	267	65	either	either	DT
10_1101-2021_01_08_425952	267	66	amitriptyline	amitriptyline	NN
10_1101-2021_01_08_425952	267	67	or	or	CC
10_1101-2021_01_08_425952	267	68	propranolol	propranolol	NN
10_1101-2021_01_08_425952	267	69	,	,	,
10_1101-2021_01_08_425952	267	70	stratified	stratify	VBN
10_1101-2021_01_08_425952	267	71	by	by	IN
10_1101-2021_01_08_425952	267	72	gender	gender	NN
10_1101-2021_01_08_425952	267	73	.	.	.
10_1101-2021_01_08_425952	268	1	The	the	DT
10_1101-2021_01_08_425952	268	2	dotted	dotted	JJ
10_1101-2021_01_08_425952	268	3	lines	line	NNS
10_1101-2021_01_08_425952	268	4	indicate	indicate	VBP
10_1101-2021_01_08_425952	268	5	a	a	DT
10_1101-2021_01_08_425952	268	6	95	95	CD
10_1101-2021_01_08_425952	268	7	%	%	NN
10_1101-2021_01_08_425952	268	8	confidence	confidence	NN
10_1101-2021_01_08_425952	268	9	interval	interval	NN
10_1101-2021_01_08_425952	268	10	.	.	.
10_1101-2021_01_08_425952	269	1	>	>	XX
10_1101-2021_01_08_425952	269	2	fileLocation	fileLocation	NNP
10_1101-2021_01_08_425952	269	3	<	<	XX
10_1101-2021_01_08_425952	269	4	-	-	:
10_1101-2021_01_08_425952	269	5	"	"	``
10_1101-2021_01_08_425952	269	6	product.txt	product.txt	NNP
10_1101-2021_01_08_425952	269	7	"	"	''
10_1101-2021_01_08_425952	269	8	>	>	XX
10_1101-2021_01_08_425952	269	9	drugList	druglist	XX
10_1101-2021_01_08_425952	269	10	<	<	XX
10_1101-2021_01_08_425952	269	11	-	-	HYPH
10_1101-2021_01_08_425952	269	12	unique(testTherapyDF$prodcode	unique(testTherapyDF$prodcode	NNP
10_1101-2021_01_08_425952	269	13	)	)	-RRB-
10_1101-2021_01_08_425952	269	14	>	>	XX
10_1101-2021_01_08_425952	269	15	requiredProds	requiredprod	NNS
10_1101-2021_01_08_425952	269	16	<	<	XX
10_1101-2021_01_08_425952	269	17	-	-	HYPH
10_1101-2021_01_08_425952	269	18	drugList[1:10	drugList[1:10	NNP
10_1101-2021_01_08_425952	269	19	]	]	-RRB-
10_1101-2021_01_08_425952	269	20	>	>	NFP
10_1101-2021_01_08_425952	269	21	firstDrugObject	firstDrugObject	NNP
10_1101-2021_01_08_425952	269	22	<	<	XX
10_1101-2021_01_08_425952	269	23	-	-	HYPH
10_1101-2021_01_08_425952	269	24	getFirstDrugPrescription(df	getFirstDrugPrescription(df	NNP
10_1101-2021_01_08_425952	269	25	=	=	SYM
10_1101-2021_01_08_425952	269	26	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	269	27	,	,	,
10_1101-2021_01_08_425952	269	28	+	+	CC
10_1101-2021_01_08_425952	269	29	idList	idList	NNP
10_1101-2021_01_08_425952	269	30	=	=	SYM
10_1101-2021_01_08_425952	269	31	NULL	NULL	NNP
10_1101-2021_01_08_425952	269	32	,	,	,
10_1101-2021_01_08_425952	269	33	+	+	CC
10_1101-2021_01_08_425952	269	34	prodCodesVector	prodcodesvector	NN
10_1101-2021_01_08_425952	269	35	=	=	SYM
10_1101-2021_01_08_425952	269	36	requiredProds	requiredprod	NNS
10_1101-2021_01_08_425952	269	37	,	,	,
10_1101-2021_01_08_425952	269	38	+	+	CC
10_1101-2021_01_08_425952	269	39	descriptionFile	descriptionfile	NN
10_1101-2021_01_08_425952	269	40	=	=	SYM
10_1101-2021_01_08_425952	269	41	fileLocation	filelocation	NN
10_1101-2021_01_08_425952	269	42	)	)	-RRB-
10_1101-2021_01_08_425952	269	43	>	>	NFP
10_1101-2021_01_08_425952	269	44	medhistoryDF	medhistoryDF	NNP
10_1101-2021_01_08_425952	269	45	<	<	XX
10_1101-2021_01_08_425952	269	46	-	-	HYPH
10_1101-2021_01_08_425952	269	47	constructMedicalHistory(testClinicalDF	constructMedicalHistory(testClinicalDF	NNP
10_1101-2021_01_08_425952	269	48	,	,	,
10_1101-2021_01_08_425952	269	49	NULL	NULL	NNP
10_1101-2021_01_08_425952	269	50	,	,	,
10_1101-2021_01_08_425952	269	51	testTherapyDF	testTherapyDF	NNP
10_1101-2021_01_08_425952	269	52	)	)	-RRB-
10_1101-2021_01_08_425952	269	53	>	>	XX
10_1101-2021_01_08_425952	269	54	patidList	patidlist	NN
10_1101-2021_01_08_425952	269	55	<	<	XX
10_1101-2021_01_08_425952	269	56	-	-	HYPH
10_1101-2021_01_08_425952	269	57	unlist(firstDrugObject$patidList	unlist(firstdrugobject$patidlist	NN
10_1101-2021_01_08_425952	269	58	)	)	-RRB-
10_1101-2021_01_08_425952	269	59	>	>	XX
10_1101-2021_01_08_425952	269	60	resultMatrix	resultMatrix	NNP
10_1101-2021_01_08_425952	269	61	<	<	XX
10_1101-2021_01_08_425952	269	62	-	-	HYPH
10_1101-2021_01_08_425952	269	63	getFirstDrugIncidenceRate(firstDrugObject	getFirstDrugIncidenceRate(firstDrugObject	NNP
10_1101-2021_01_08_425952	269	64	=	=	NFP
10_1101-2021_01_08_425952	269	65	firstDrugObject	firstDrugObject	NNP
10_1101-2021_01_08_425952	269	66	,	,	,
10_1101-2021_01_08_425952	269	67	+	+	SYM
10_1101-2021_01_08_425952	269	68	medHistoryDF	medHistoryDF	NNS
10_1101-2021_01_08_425952	269	69	=	=	SYM
10_1101-2021_01_08_425952	269	70	medhistoryDF	medhistoryDF	NNP
10_1101-2021_01_08_425952	269	71	,	,	,
10_1101-2021_01_08_425952	269	72	+	+	CC
10_1101-2021_01_08_425952	269	73	enrollmentDate	enrollmentDate	NNP
10_1101-2021_01_08_425952	269	74	=	=	SYM
10_1101-2021_01_08_425952	269	75	as	as	IN
10_1101-2021_01_08_425952	269	76	.	.	.
10_1101-2021_01_08_425952	269	77	Date("2000	Date("2000	NNP
10_1101-2021_01_08_425952	269	78	-	-	HYPH
10_1101-2021_01_08_425952	269	79	01	01	CD
10_1101-2021_01_08_425952	269	80	-	-	HYPH
10_1101-2021_01_08_425952	269	81	01	01	CD
10_1101-2021_01_08_425952	269	82	"	"	''
10_1101-2021_01_08_425952	269	83	)	)	-RRB-
10_1101-2021_01_08_425952	269	84	,	,	,
10_1101-2021_01_08_425952	269	85	+	+	NFP
10_1101-2021_01_08_425952	269	86	studyEndDate	studyenddate	XX
10_1101-2021_01_08_425952	269	87	=	=	NFP
10_1101-2021_01_08_425952	269	88	as	as	IN
10_1101-2021_01_08_425952	269	89	.	.	.
10_1101-2021_01_08_425952	269	90	Date("2016	Date("2016	NNP
10_1101-2021_01_08_425952	269	91	-	-	HYPH
10_1101-2021_01_08_425952	269	92	12	12	CD
10_1101-2021_01_08_425952	269	93	-	-	SYM
10_1101-2021_01_08_425952	269	94	31	31	CD
10_1101-2021_01_08_425952	269	95	"	"	''
10_1101-2021_01_08_425952	269	96	)	)	-RRB-
10_1101-2021_01_08_425952	269	97	)	)	-RRB-
10_1101-2021_01_08_425952	269	98	>	>	NFP
10_1101-2021_01_08_425952	269	99	incidenceDF	incidenceDF	NNP
10_1101-2021_01_08_425952	269	100	<	<	XX
10_1101-2021_01_08_425952	269	101	-	-	HYPH
10_1101-2021_01_08_425952	269	102	as.data.frame(t(resultMatrix	as.data.frame(t(resultMatrix	NNP
10_1101-2021_01_08_425952	269	103	)	)	-RRB-
10_1101-2021_01_08_425952	269	104	,	,	,
10_1101-2021_01_08_425952	269	105	stringsAsFactors	stringsasfactor	VBZ
10_1101-2021_01_08_425952	269	106	=	=	SYM
10_1101-2021_01_08_425952	269	107	TRUE	TRUE	NNP
10_1101-2021_01_08_425952	269	108	)	)	-RRB-
10_1101-2021_01_08_425952	269	109	The	the	DT
10_1101-2021_01_08_425952	269	110	above	above	JJ
10_1101-2021_01_08_425952	269	111	example	example	NN
10_1101-2021_01_08_425952	269	112	returns	return	VBZ
10_1101-2021_01_08_425952	269	113	an	an	DT
10_1101-2021_01_08_425952	269	114	incidence	incidence	NN
10_1101-2021_01_08_425952	269	115	rate	rate	NN
10_1101-2021_01_08_425952	269	116	of	of	IN
10_1101-2021_01_08_425952	269	117	0.11	0.11	CD
10_1101-2021_01_08_425952	269	118	per	per	IN
10_1101-2021_01_08_425952	269	119	17	17	CD
10_1101-2021_01_08_425952	269	120	person	person	NN
10_1101-2021_01_08_425952	269	121	years	year	NNS
10_1101-2021_01_08_425952	269	122	over	over	IN
10_1101-2021_01_08_425952	269	123	a	a	DT
10_1101-2021_01_08_425952	269	124	cohort	cohort	NN
10_1101-2021_01_08_425952	269	125	of	of	IN
10_1101-2021_01_08_425952	269	126	.CC	.CC	NFP
10_1101-2021_01_08_425952	269	127	-	-	HYPH
10_1101-2021_01_08_425952	269	128	BY	by	IN
10_1101-2021_01_08_425952	269	129	-	-	HYPH
10_1101-2021_01_08_425952	269	130	ND	ND	NNP
10_1101-2021_01_08_425952	269	131	4.0	4.0	CD
10_1101-2021_01_08_425952	269	132	International	international	JJ
10_1101-2021_01_08_425952	269	133	licensemade	licensemade	NN
10_1101-2021_01_08_425952	269	134	available	available	JJ
10_1101-2021_01_08_425952	269	135	under	under	IN
10_1101-2021_01_08_425952	269	136	a	a	DT
10_1101-2021_01_08_425952	269	137	(	(	-LRB-
10_1101-2021_01_08_425952	269	138	which	which	WDT
10_1101-2021_01_08_425952	269	139	was	be	VBD
10_1101-2021_01_08_425952	269	140	not	not	RB
10_1101-2021_01_08_425952	269	141	certified	certify	VBN
10_1101-2021_01_08_425952	269	142	by	by	IN
10_1101-2021_01_08_425952	269	143	peer	peer	NN
10_1101-2021_01_08_425952	269	144	review	review	NN
10_1101-2021_01_08_425952	269	145	)	)	-RRB-
10_1101-2021_01_08_425952	269	146	is	be	VBZ
10_1101-2021_01_08_425952	269	147	the	the	DT
10_1101-2021_01_08_425952	269	148	author	author	NN
10_1101-2021_01_08_425952	269	149	/	/	SYM
10_1101-2021_01_08_425952	269	150	funder	funder	NN
10_1101-2021_01_08_425952	269	151	,	,	,
10_1101-2021_01_08_425952	269	152	who	who	WP
10_1101-2021_01_08_425952	269	153	has	have	VBZ
10_1101-2021_01_08_425952	269	154	granted	grant	VBN
10_1101-2021_01_08_425952	269	155	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	269	156	a	a	DT
10_1101-2021_01_08_425952	269	157	license	license	NN
10_1101-2021_01_08_425952	269	158	to	to	TO
10_1101-2021_01_08_425952	269	159	display	display	VB
10_1101-2021_01_08_425952	269	160	the	the	DT
10_1101-2021_01_08_425952	269	161	preprint	preprint	NN
10_1101-2021_01_08_425952	269	162	in	in	IN
10_1101-2021_01_08_425952	269	163	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	269	164	.	.	.
10_1101-2021_01_08_425952	270	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	270	2	is	be	VBZ
10_1101-2021_01_08_425952	270	3	The	the	DT
10_1101-2021_01_08_425952	270	4	copyright	copyright	NN
10_1101-2021_01_08_425952	270	5	holder	holder	NN
10_1101-2021_01_08_425952	270	6	for	for	IN
10_1101-2021_01_08_425952	270	7	this	this	DT
10_1101-2021_01_08_425952	270	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	270	9	version	version	NN
10_1101-2021_01_08_425952	270	10	posted	post	VBD
10_1101-2021_01_08_425952	270	11	January	January	NNP
10_1101-2021_01_08_425952	270	12	9	9	CD
10_1101-2021_01_08_425952	270	13	,	,	,
10_1101-2021_01_08_425952	270	14	2021	2021	CD
10_1101-2021_01_08_425952	270	15	.	.	.
10_1101-2021_01_08_425952	270	16	;	;	:
10_1101-2021_01_08_425952	270	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	270	18	:	:	:
10_1101-2021_01_08_425952	270	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	270	20	preprint	preprint	NN
10_1101-2021_01_08_425952	270	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NN
10_1101-2021_01_08_425952	270	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	270	23	28	28	CD
10_1101-2021_01_08_425952	270	24	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	270	25	:	:	:
10_1101-2021_01_08_425952	270	26	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	270	27	Drug	Drug	NNP
10_1101-2021_01_08_425952	270	28	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	270	29	in	in	IN
10_1101-2021_01_08_425952	270	30	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	270	31	Health	Health	NNP
10_1101-2021_01_08_425952	270	32	Care	Care	NNP
10_1101-2021_01_08_425952	270	33	Records	Records	NNP
10_1101-2021_01_08_425952	270	34	3838	3838	CD
10_1101-2021_01_08_425952	270	35	patients	patient	NNS
10_1101-2021_01_08_425952	270	36	.	.	.
10_1101-2021_01_08_425952	271	1	For	for	IN
10_1101-2021_01_08_425952	271	2	a	a	DT
10_1101-2021_01_08_425952	271	3	detailed	detailed	JJ
10_1101-2021_01_08_425952	271	4	description	description	NN
10_1101-2021_01_08_425952	271	5	please	please	UH
10_1101-2021_01_08_425952	271	6	see	see	VB
10_1101-2021_01_08_425952	271	7	Detail	detail	NN
10_1101-2021_01_08_425952	271	8	for	for	IN
10_1101-2021_01_08_425952	271	9	getFirstDrugIncidenceRate	getFirstDrugIncidenceRate	JJR
10_1101-2021_01_08_425952	271	10	in	in	IN
10_1101-2021_01_08_425952	271	11	the	the	DT
10_1101-2021_01_08_425952	271	12	reference	reference	NN
10_1101-2021_01_08_425952	271	13	manual	manual	NN
10_1101-2021_01_08_425952	271	14	.	.	.
10_1101-2021_01_08_425952	272	1	getDrugPersistence	getdrugpersistence	ADD
10_1101-2021_01_08_425952	272	2	Prescription	prescription	NN
10_1101-2021_01_08_425952	272	3	persistence	persistence	NN
10_1101-2021_01_08_425952	272	4	is	be	VBZ
10_1101-2021_01_08_425952	272	5	calculated	calculate	VBN
10_1101-2021_01_08_425952	272	6	as	as	IN
10_1101-2021_01_08_425952	272	7	the	the	DT
10_1101-2021_01_08_425952	272	8	fraction	fraction	NN
10_1101-2021_01_08_425952	272	9	of	of	IN
10_1101-2021_01_08_425952	272	10	patients	patient	NNS
10_1101-2021_01_08_425952	272	11	with	with	IN
10_1101-2021_01_08_425952	272	12	a	a	DT
10_1101-2021_01_08_425952	272	13	prescription	prescription	NN
10_1101-2021_01_08_425952	272	14	for	for	IN
10_1101-2021_01_08_425952	272	15	a	a	DT
10_1101-2021_01_08_425952	272	16	specific	specific	JJ
10_1101-2021_01_08_425952	272	17	treatment	treatment	NN
10_1101-2021_01_08_425952	272	18	N	n	NN
10_1101-2021_01_08_425952	272	19	-	-	HYPH
10_1101-2021_01_08_425952	272	20	days	day	NNS
10_1101-2021_01_08_425952	272	21	after	after	IN
10_1101-2021_01_08_425952	272	22	the	the	DT
10_1101-2021_01_08_425952	272	23	first	first	JJ
10_1101-2021_01_08_425952	272	24	prescription	prescription	NN
10_1101-2021_01_08_425952	272	25	event	event	NN
10_1101-2021_01_08_425952	272	26	.	.	.
10_1101-2021_01_08_425952	273	1	For	for	IN
10_1101-2021_01_08_425952	273	2	example	example	NN
10_1101-2021_01_08_425952	273	3	,	,	,
10_1101-2021_01_08_425952	273	4	if	if	IN
10_1101-2021_01_08_425952	273	5	we	-PRON-	PRP
10_1101-2021_01_08_425952	273	6	wanted	want	VBD
10_1101-2021_01_08_425952	273	7	to	to	TO
10_1101-2021_01_08_425952	273	8	calculate	calculate	VB
10_1101-2021_01_08_425952	273	9	the	the	DT
10_1101-2021_01_08_425952	273	10	fraction	fraction	NN
10_1101-2021_01_08_425952	273	11	of	of	IN
10_1101-2021_01_08_425952	273	12	patients	patient	NNS
10_1101-2021_01_08_425952	273	13	with	with	IN
10_1101-2021_01_08_425952	273	14	a	a	DT
10_1101-2021_01_08_425952	273	15	prescription	prescription	NN
10_1101-2021_01_08_425952	273	16	365-days	365-days	CD
10_1101-2021_01_08_425952	273	17	after	after	IN
10_1101-2021_01_08_425952	273	18	their	-PRON-	PRP$
10_1101-2021_01_08_425952	273	19	first	first	JJ
10_1101-2021_01_08_425952	273	20	prescription	prescription	NN
10_1101-2021_01_08_425952	273	21	,	,	,
10_1101-2021_01_08_425952	273	22	with	with	IN
10_1101-2021_01_08_425952	273	23	a	a	DT
10_1101-2021_01_08_425952	273	24	30-day	30-day	CD
10_1101-2021_01_08_425952	273	25	buffer	buffer	NN
10_1101-2021_01_08_425952	273	26	either	either	DT
10_1101-2021_01_08_425952	273	27	side	side	NN
10_1101-2021_01_08_425952	273	28	,	,	,
10_1101-2021_01_08_425952	273	29	one	one	PRP
10_1101-2021_01_08_425952	273	30	specifies	specify	VBZ
10_1101-2021_01_08_425952	273	31	a	a	DT
10_1101-2021_01_08_425952	273	32	duration	duration	NN
10_1101-2021_01_08_425952	273	33	of	of	IN
10_1101-2021_01_08_425952	273	34	395-days	395-days	CD
10_1101-2021_01_08_425952	273	35	and	and	CC
10_1101-2021_01_08_425952	273	36	a	a	DT
10_1101-2021_01_08_425952	273	37	preceding	precede	VBG
10_1101-2021_01_08_425952	273	38	buffer	buffer	NN
10_1101-2021_01_08_425952	273	39	of	of	IN
10_1101-2021_01_08_425952	273	40	60-days	60-days	CD
10_1101-2021_01_08_425952	273	41	(	(	-LRB-
10_1101-2021_01_08_425952	273	42	therefore	therefore	RB
10_1101-2021_01_08_425952	273	43	,	,	,
10_1101-2021_01_08_425952	273	44	capturing	capture	VBG
10_1101-2021_01_08_425952	273	45	the	the	DT
10_1101-2021_01_08_425952	273	46	range	range	NN
10_1101-2021_01_08_425952	273	47	335	335	CD
10_1101-2021_01_08_425952	273	48	to	to	IN
10_1101-2021_01_08_425952	273	49	395	395	CD
10_1101-2021_01_08_425952	273	50	,	,	,
10_1101-2021_01_08_425952	273	51	30-days	30-days	CD
10_1101-2021_01_08_425952	273	52	either	either	DT
10_1101-2021_01_08_425952	273	53	side	side	NN
10_1101-2021_01_08_425952	273	54	of	of	IN
10_1101-2021_01_08_425952	273	55	one	one	CD
10_1101-2021_01_08_425952	273	56	calender	calender	NN
10_1101-2021_01_08_425952	273	57	year	year	NN
10_1101-2021_01_08_425952	273	58	)	)	-RRB-
10_1101-2021_01_08_425952	273	59	:	:	:
10_1101-2021_01_08_425952	273	60	>	>	XX
10_1101-2021_01_08_425952	273	61	library(rdrugtrajectory	library(rdrugtrajectory	NNP
10_1101-2021_01_08_425952	273	62	)	)	-RRB-
10_1101-2021_01_08_425952	273	63	>	>	XX
10_1101-2021_01_08_425952	273	64	patientList	patientList	NNP
10_1101-2021_01_08_425952	273	65	<	<	XX
10_1101-2021_01_08_425952	273	66	-	-	HYPH
10_1101-2021_01_08_425952	273	67	getDrugPersistence(therapyDF	getDrugPersistence(therapyDF	NNP
10_1101-2021_01_08_425952	273	68	=	=	SYM
10_1101-2021_01_08_425952	273	69	testTherapyDF	testTherapyDF	NNS
10_1101-2021_01_08_425952	273	70	,	,	,
10_1101-2021_01_08_425952	273	71	+	+	CC
10_1101-2021_01_08_425952	273	72	idList	idList	NNP
10_1101-2021_01_08_425952	273	73	=	=	SYM
10_1101-2021_01_08_425952	273	74	NULL	NULL	NNP
10_1101-2021_01_08_425952	273	75	,	,	,
10_1101-2021_01_08_425952	273	76	+	+	CC
10_1101-2021_01_08_425952	273	77	prodcodeList	prodcodeList	NNP
10_1101-2021_01_08_425952	273	78	=	=	SYM
10_1101-2021_01_08_425952	273	79	NULL	NULL	NNP
10_1101-2021_01_08_425952	273	80	,	,	,
10_1101-2021_01_08_425952	273	81	+	+	CC
10_1101-2021_01_08_425952	273	82	duration	duration	NN
10_1101-2021_01_08_425952	273	83	=	=	SYM
10_1101-2021_01_08_425952	273	84	395	395	CD
10_1101-2021_01_08_425952	273	85	,	,	,
10_1101-2021_01_08_425952	273	86	+	+	CC
10_1101-2021_01_08_425952	273	87	buffer	buffer	NNP
10_1101-2021_01_08_425952	273	88	=	=	SYM
10_1101-2021_01_08_425952	273	89	60	60	CD
10_1101-2021_01_08_425952	273	90	,	,	,
10_1101-2021_01_08_425952	273	91	+	+	CC
10_1101-2021_01_08_425952	273	92	endOfRecordDate	endOfRecordDate	NNP
10_1101-2021_01_08_425952	273	93	=	=	SYM
10_1101-2021_01_08_425952	273	94	"	"	``
10_1101-2021_01_08_425952	273	95	2017	2017	CD
10_1101-2021_01_08_425952	273	96	-	-	HYPH
10_1101-2021_01_08_425952	273	97	12	12	CD
10_1101-2021_01_08_425952	273	98	-	-	SYM
10_1101-2021_01_08_425952	273	99	31	31	CD
10_1101-2021_01_08_425952	273	100	"	"	''
10_1101-2021_01_08_425952	273	101	)	)	-RRB-
10_1101-2021_01_08_425952	273	102	Of	of	IN
10_1101-2021_01_08_425952	273	103	3838	3838	CD
10_1101-2021_01_08_425952	273	104	patient	patient	NN
10_1101-2021_01_08_425952	273	105	therapy	therapy	NN
10_1101-2021_01_08_425952	273	106	records	record	NNS
10_1101-2021_01_08_425952	273	107	,	,	,
10_1101-2021_01_08_425952	273	108	954	954	CD
10_1101-2021_01_08_425952	273	109	patients	patient	NNS
10_1101-2021_01_08_425952	273	110	had	have	VBD
10_1101-2021_01_08_425952	273	111	a	a	DT
10_1101-2021_01_08_425952	273	112	prescription	prescription	NN
10_1101-2021_01_08_425952	273	113	365	365	CD
10_1101-2021_01_08_425952	273	114	(	(	-LRB-
10_1101-2021_01_08_425952	273	115	+	+	CC
10_1101-2021_01_08_425952	273	116	/-	/-	.
10_1101-2021_01_08_425952	273	117	30	30	CD
10_1101-2021_01_08_425952	273	118	)	)	-RRB-
10_1101-2021_01_08_425952	273	119	days	day	NNS
10_1101-2021_01_08_425952	273	120	after	after	IN
10_1101-2021_01_08_425952	273	121	the	the	DT
10_1101-2021_01_08_425952	273	122	first	first	JJ
10_1101-2021_01_08_425952	273	123	prescription	prescription	NN
10_1101-2021_01_08_425952	273	124	event	event	NN
10_1101-2021_01_08_425952	273	125	on	on	IN
10_1101-2021_01_08_425952	273	126	record	record	NN
10_1101-2021_01_08_425952	273	127	,	,	,
10_1101-2021_01_08_425952	273	128	resulting	result	VBG
10_1101-2021_01_08_425952	273	129	in	in	IN
10_1101-2021_01_08_425952	273	130	a	a	DT
10_1101-2021_01_08_425952	273	131	crude	crude	JJ
10_1101-2021_01_08_425952	273	132	fraction	fraction	NN
10_1101-2021_01_08_425952	273	133	of	of	IN
10_1101-2021_01_08_425952	273	134	only	only	JJ
10_1101-2021_01_08_425952	273	135	0.25	0.25	CD
10_1101-2021_01_08_425952	273	136	patients	patient	NNS
10_1101-2021_01_08_425952	273	137	.	.	.
10_1101-2021_01_08_425952	274	1	getDrugPersistence	getDrugPersistence	NNS
10_1101-2021_01_08_425952	274	2	only	only	RB
10_1101-2021_01_08_425952	274	3	observes	observe	VBZ
10_1101-2021_01_08_425952	274	4	events	event	NNS
10_1101-2021_01_08_425952	274	5	recorded	record	VBN
10_1101-2021_01_08_425952	274	6	precisely	precisely	RB
10_1101-2021_01_08_425952	274	7	duration	duration	NN
10_1101-2021_01_08_425952	274	8	days	day	NNS
10_1101-2021_01_08_425952	274	9	after	after	IN
10_1101-2021_01_08_425952	274	10	the	the	DT
10_1101-2021_01_08_425952	274	11	first	first	JJ
10_1101-2021_01_08_425952	274	12	prescription	prescription	NN
10_1101-2021_01_08_425952	274	13	.	.	.
10_1101-2021_01_08_425952	275	1	The	the	DT
10_1101-2021_01_08_425952	275	2	buffer	buffer	NN
10_1101-2021_01_08_425952	275	3	can	can	MD
10_1101-2021_01_08_425952	275	4	be	be	VB
10_1101-2021_01_08_425952	275	5	used	use	VBN
10_1101-2021_01_08_425952	275	6	to	to	TO
10_1101-2021_01_08_425952	275	7	identify	identify	VB
10_1101-2021_01_08_425952	275	8	patients	patient	NNS
10_1101-2021_01_08_425952	275	9	who	who	WP
10_1101-2021_01_08_425952	275	10	received	receive	VBD
10_1101-2021_01_08_425952	275	11	a	a	DT
10_1101-2021_01_08_425952	275	12	prescription	prescription	NN
10_1101-2021_01_08_425952	275	13	shortly	shortly	RB
10_1101-2021_01_08_425952	275	14	after	after	IN
10_1101-2021_01_08_425952	275	15	the	the	DT
10_1101-2021_01_08_425952	275	16	end	end	NN
10_1101-2021_01_08_425952	275	17	of	of	IN
10_1101-2021_01_08_425952	275	18	the	the	DT
10_1101-2021_01_08_425952	275	19	duration	duration	NN
10_1101-2021_01_08_425952	275	20	,	,	,
10_1101-2021_01_08_425952	275	21	but	but	CC
10_1101-2021_01_08_425952	275	22	more	more	RBR
10_1101-2021_01_08_425952	275	23	importantly	importantly	RB
10_1101-2021_01_08_425952	275	24	,	,	,
10_1101-2021_01_08_425952	275	25	to	to	TO
10_1101-2021_01_08_425952	275	26	ensure	ensure	VB
10_1101-2021_01_08_425952	275	27	patients	patient	NNS
10_1101-2021_01_08_425952	275	28	actively	actively	RB
10_1101-2021_01_08_425952	275	29	undergoing	undergo	VBG
10_1101-2021_01_08_425952	275	30	treatment	treatment	NN
10_1101-2021_01_08_425952	275	31	(	(	-LRB-
10_1101-2021_01_08_425952	275	32	indicated	indicate	VBN
10_1101-2021_01_08_425952	275	33	by	by	IN
10_1101-2021_01_08_425952	275	34	a	a	DT
10_1101-2021_01_08_425952	275	35	prescription	prescription	NN
10_1101-2021_01_08_425952	275	36	shortly	shortly	RB
10_1101-2021_01_08_425952	275	37	before	before	IN
10_1101-2021_01_08_425952	275	38	the	the	DT
10_1101-2021_01_08_425952	275	39	desired	desire	VBN
10_1101-2021_01_08_425952	275	40	duration	duration	NN
10_1101-2021_01_08_425952	275	41	days	day	NNS
10_1101-2021_01_08_425952	275	42	)	)	-RRB-
10_1101-2021_01_08_425952	275	43	are	be	VBP
10_1101-2021_01_08_425952	275	44	included	include	VBN
10_1101-2021_01_08_425952	275	45	.	.	.
10_1101-2021_01_08_425952	276	1	As	as	IN
10_1101-2021_01_08_425952	276	2	the	the	DT
10_1101-2021_01_08_425952	276	3	buffer	buffer	NN
10_1101-2021_01_08_425952	276	4	is	be	VBZ
10_1101-2021_01_08_425952	276	5	reduced	reduce	VBN
10_1101-2021_01_08_425952	276	6	,	,	,
10_1101-2021_01_08_425952	276	7	the	the	DT
10_1101-2021_01_08_425952	276	8	fraction	fraction	NN
10_1101-2021_01_08_425952	276	9	of	of	IN
10_1101-2021_01_08_425952	276	10	prescription	prescription	NN
10_1101-2021_01_08_425952	276	11	persistence	persistence	NN
10_1101-2021_01_08_425952	276	12	is	be	VBZ
10_1101-2021_01_08_425952	276	13	reduced	reduce	VBN
10_1101-2021_01_08_425952	276	14	until	until	IN
10_1101-2021_01_08_425952	276	15	the	the	DT
10_1101-2021_01_08_425952	276	16	algorithm	algorithm	NNP
10_1101-2021_01_08_425952	276	17	attempts	attempt	VBZ
10_1101-2021_01_08_425952	276	18	to	to	TO
10_1101-2021_01_08_425952	276	19	only	only	RB
10_1101-2021_01_08_425952	276	20	identify	identify	VB
10_1101-2021_01_08_425952	276	21	patients	patient	NNS
10_1101-2021_01_08_425952	276	22	with	with	IN
10_1101-2021_01_08_425952	276	23	a	a	DT
10_1101-2021_01_08_425952	276	24	prescription	prescription	NN
10_1101-2021_01_08_425952	276	25	exactly	exactly	RB
10_1101-2021_01_08_425952	276	26	duration	duration	NN
10_1101-2021_01_08_425952	276	27	of	of	IN
10_1101-2021_01_08_425952	276	28	days	day	NNS
10_1101-2021_01_08_425952	276	29	after	after	IN
10_1101-2021_01_08_425952	276	30	the	the	DT
10_1101-2021_01_08_425952	276	31	first	first	JJ
10_1101-2021_01_08_425952	276	32	prescription	prescription	NN
10_1101-2021_01_08_425952	276	33	.	.	.
10_1101-2021_01_08_425952	277	1	Future	future	JJ
10_1101-2021_01_08_425952	277	2	software	software	NN
10_1101-2021_01_08_425952	277	3	updates	update	NNS
10_1101-2021_01_08_425952	277	4	will	will	MD
10_1101-2021_01_08_425952	277	5	incorporate	incorporate	VB
10_1101-2021_01_08_425952	277	6	repeat	repeat	NN
10_1101-2021_01_08_425952	277	7	prescription	prescription	NN
10_1101-2021_01_08_425952	277	8	data	datum	NNS
10_1101-2021_01_08_425952	277	9	to	to	TO
10_1101-2021_01_08_425952	277	10	increase	increase	VB
10_1101-2021_01_08_425952	277	11	the	the	DT
10_1101-2021_01_08_425952	277	12	accuracy	accuracy	NN
10_1101-2021_01_08_425952	277	13	of	of	IN
10_1101-2021_01_08_425952	277	14	the	the	DT
10_1101-2021_01_08_425952	277	15	calculation	calculation	NN
10_1101-2021_01_08_425952	277	16	.	.	.
10_1101-2021_01_08_425952	278	1	4	4	LS
10_1101-2021_01_08_425952	278	2	.	.	.
10_1101-2021_01_08_425952	279	1	Closing	closing	NN
10_1101-2021_01_08_425952	279	2	remarks	remark	NNS
10_1101-2021_01_08_425952	279	3	and	and	CC
10_1101-2021_01_08_425952	279	4	future	future	JJ
10_1101-2021_01_08_425952	279	5	work	work	NN
10_1101-2021_01_08_425952	279	6	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	279	7	is	be	VBZ
10_1101-2021_01_08_425952	279	8	an	an	DT
10_1101-2021_01_08_425952	279	9	R	r	NN
10_1101-2021_01_08_425952	279	10	package	package	NN
10_1101-2021_01_08_425952	279	11	which	which	WDT
10_1101-2021_01_08_425952	279	12	has	have	VBZ
10_1101-2021_01_08_425952	279	13	the	the	DT
10_1101-2021_01_08_425952	279	14	potential	potential	NN
10_1101-2021_01_08_425952	279	15	for	for	IN
10_1101-2021_01_08_425952	279	16	exciting	exciting	JJ
10_1101-2021_01_08_425952	279	17	applications	application	NNS
10_1101-2021_01_08_425952	279	18	such	such	JJ
10_1101-2021_01_08_425952	279	19	as	as	IN
10_1101-2021_01_08_425952	279	20	im-	im-	NNS
10_1101-2021_01_08_425952	279	21	proving	prove	VBG
10_1101-2021_01_08_425952	279	22	clinical	clinical	JJ
10_1101-2021_01_08_425952	279	23	decision	decision	NN
10_1101-2021_01_08_425952	279	24	-	-	HYPH
10_1101-2021_01_08_425952	279	25	making	making	NN
10_1101-2021_01_08_425952	279	26	,	,	,
10_1101-2021_01_08_425952	279	27	identifying	identify	VBG
10_1101-2021_01_08_425952	279	28	possible	possible	JJ
10_1101-2021_01_08_425952	279	29	new	new	JJ
10_1101-2021_01_08_425952	279	30	treatments	treatment	NNS
10_1101-2021_01_08_425952	279	31	and	and	CC
10_1101-2021_01_08_425952	279	32	analysing	analyse	VBG
10_1101-2021_01_08_425952	279	33	outcomes	outcome	NNS
10_1101-2021_01_08_425952	279	34	from	from	IN
10_1101-2021_01_08_425952	279	35	existing	exist	VBG
10_1101-2021_01_08_425952	279	36	treatments	treatment	NNS
10_1101-2021_01_08_425952	279	37	.	.	.
10_1101-2021_01_08_425952	280	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	280	2	have	have	VBP
10_1101-2021_01_08_425952	280	3	demonstrated	demonstrate	VBN
10_1101-2021_01_08_425952	280	4	several	several	JJ
10_1101-2021_01_08_425952	280	5	functions	function	NNS
10_1101-2021_01_08_425952	280	6	,	,	,
10_1101-2021_01_08_425952	280	7	some	some	DT
10_1101-2021_01_08_425952	280	8	of	of	IN
10_1101-2021_01_08_425952	280	9	which	which	WDT
10_1101-2021_01_08_425952	280	10	detail	detail	NN
10_1101-2021_01_08_425952	280	11	sorting	sort	VBG
10_1101-2021_01_08_425952	280	12	and	and	CC
10_1101-2021_01_08_425952	280	13	matching	match	VBG
10_1101-2021_01_08_425952	280	14	records	record	NNS
10_1101-2021_01_08_425952	280	15	whilst	whilst	IN
10_1101-2021_01_08_425952	280	16	others	other	NNS
10_1101-2021_01_08_425952	280	17	demonstrate	demonstrate	VBP
10_1101-2021_01_08_425952	280	18	fundamental	fundamental	JJ
10_1101-2021_01_08_425952	280	19	statistical	statistical	JJ
10_1101-2021_01_08_425952	280	20	analysis	analysis	NN
10_1101-2021_01_08_425952	280	21	.	.	.
10_1101-2021_01_08_425952	281	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	281	2	used	use	VBD
10_1101-2021_01_08_425952	281	3	fabricated	fabricate	VBN
10_1101-2021_01_08_425952	281	4	clinical	clinical	JJ
10_1101-2021_01_08_425952	281	5	and	and	CC
10_1101-2021_01_08_425952	281	6	prescription	prescription	NN
10_1101-2021_01_08_425952	281	7	dataframes	dataframe	NNS
10_1101-2021_01_08_425952	281	8	,	,	,
10_1101-2021_01_08_425952	281	9	along	along	IN
10_1101-2021_01_08_425952	281	10	with	with	IN
10_1101-2021_01_08_425952	281	11	the	the	DT
10_1101-2021_01_08_425952	281	12	age	age	NN
10_1101-2021_01_08_425952	281	13	,	,	,
10_1101-2021_01_08_425952	281	14	gender	gender	NN
10_1101-2021_01_08_425952	281	15	and	and	CC
10_1101-2021_01_08_425952	281	16	index	index	NN
10_1101-2021_01_08_425952	281	17	of	of	IN
10_1101-2021_01_08_425952	281	18	multiple	multiple	JJ
10_1101-2021_01_08_425952	281	19	deprivation	deprivation	NN
10_1101-2021_01_08_425952	281	20	score	score	NN
10_1101-2021_01_08_425952	281	21	of	of	IN
10_1101-2021_01_08_425952	281	22	each	each	DT
10_1101-2021_01_08_425952	281	23	patient	patient	NN
10_1101-2021_01_08_425952	281	24	and	and	CC
10_1101-2021_01_08_425952	281	25	presented	present	VBD
10_1101-2021_01_08_425952	281	26	analyses	analysis	NNS
10_1101-2021_01_08_425952	281	27	of	of	IN
10_1101-2021_01_08_425952	281	28	cohort	cohort	NN
10_1101-2021_01_08_425952	281	29	-	-	HYPH
10_1101-2021_01_08_425952	281	30	wide	wide	JJ
10_1101-2021_01_08_425952	281	31	prescrip-	prescrip-	JJ
10_1101-2021_01_08_425952	281	32	tion	tion	NN
10_1101-2021_01_08_425952	281	33	patterns	pattern	NNS
10_1101-2021_01_08_425952	281	34	,	,	,
10_1101-2021_01_08_425952	281	35	first	first	JJ
10_1101-2021_01_08_425952	281	36	-	-	HYPH
10_1101-2021_01_08_425952	281	37	line	line	NN
10_1101-2021_01_08_425952	281	38	treatment	treatment	NN
10_1101-2021_01_08_425952	281	39	distributions	distribution	NNS
10_1101-2021_01_08_425952	281	40	,	,	,
10_1101-2021_01_08_425952	281	41	how	how	WRB
10_1101-2021_01_08_425952	281	42	to	to	TO
10_1101-2021_01_08_425952	281	43	stratify	stratify	VB
10_1101-2021_01_08_425952	281	44	by	by	IN
10_1101-2021_01_08_425952	281	45	patient	patient	JJ
10_1101-2021_01_08_425952	281	46	characteristics	characteristic	NNS
10_1101-2021_01_08_425952	281	47	,	,	,
10_1101-2021_01_08_425952	281	48	and	and	CC
10_1101-2021_01_08_425952	281	49	some	some	DT
10_1101-2021_01_08_425952	281	50	basic	basic	JJ
10_1101-2021_01_08_425952	281	51	tools	tool	NNS
10_1101-2021_01_08_425952	281	52	to	to	TO
10_1101-2021_01_08_425952	281	53	assist	assist	VB
10_1101-2021_01_08_425952	281	54	longitudinal	longitudinal	JJ
10_1101-2021_01_08_425952	281	55	analysis	analysis	NN
10_1101-2021_01_08_425952	281	56	of	of	IN
10_1101-2021_01_08_425952	281	57	prescriptions	prescription	NNS
10_1101-2021_01_08_425952	281	58	.	.	.
10_1101-2021_01_08_425952	282	1	The	the	DT
10_1101-2021_01_08_425952	282	2	descriptions	description	NNS
10_1101-2021_01_08_425952	282	3	presented	present	VBN
10_1101-2021_01_08_425952	282	4	in	in	IN
10_1101-2021_01_08_425952	282	5	this	this	DT
10_1101-2021_01_08_425952	282	6	publication	publication	NN
10_1101-2021_01_08_425952	282	7	are	be	VBP
10_1101-2021_01_08_425952	282	8	not	not	RB
10_1101-2021_01_08_425952	282	9	substitutes	substitute	NNS
10_1101-2021_01_08_425952	282	10	for	for	IN
10_1101-2021_01_08_425952	282	11	the	the	DT
10_1101-2021_01_08_425952	282	12	material	material	NN
10_1101-2021_01_08_425952	282	13	in	in	IN
10_1101-2021_01_08_425952	282	14	the	the	DT
10_1101-2021_01_08_425952	282	15	reference	reference	NN
10_1101-2021_01_08_425952	282	16	manual	manual	NN
10_1101-2021_01_08_425952	282	17	.	.	.
10_1101-2021_01_08_425952	283	1	We	-PRON-	PRP
10_1101-2021_01_08_425952	283	2	recommend	recommend	VBP
10_1101-2021_01_08_425952	283	3	the	the	DT
10_1101-2021_01_08_425952	283	4	reader	reader	NN
10_1101-2021_01_08_425952	283	5	consults	consult	VBZ
10_1101-2021_01_08_425952	283	6	the	the	DT
10_1101-2021_01_08_425952	283	7	R	r	NN
10_1101-2021_01_08_425952	283	8	?	?	.
10_1101-2021_01_08_425952	284	1	help	help	VB
10_1101-2021_01_08_425952	284	2	command	command	VB
10_1101-2021_01_08_425952	284	3	or	or	CC
10_1101-2021_01_08_425952	284	4	reference	reference	VB
10_1101-2021_01_08_425952	284	5	manual	manual	NN
10_1101-2021_01_08_425952	284	6	before	before	IN
10_1101-2021_01_08_425952	284	7	running	run	VBG
10_1101-2021_01_08_425952	284	8	a	a	DT
10_1101-2021_01_08_425952	284	9	function	function	NN
10_1101-2021_01_08_425952	284	10	.	.	.
10_1101-2021_01_08_425952	285	1	In	in	IN
10_1101-2021_01_08_425952	285	2	particular	particular	JJ
10_1101-2021_01_08_425952	285	3	,	,	,
10_1101-2021_01_08_425952	285	4	functions	function	NNS
10_1101-2021_01_08_425952	285	5	related	relate	VBN
10_1101-2021_01_08_425952	285	6	to	to	IN
10_1101-2021_01_08_425952	285	7	the	the	DT
10_1101-2021_01_08_425952	285	8	construction	construction	NN
10_1101-2021_01_08_425952	285	9	of	of	IN
10_1101-2021_01_08_425952	285	10	timelines	timeline	NNS
10_1101-2021_01_08_425952	285	11	for	for	IN
10_1101-2021_01_08_425952	285	12	survival	survival	NN
10_1101-2021_01_08_425952	285	13	analysis	analysis	NNP
10_1101-2021_01_08_425952	285	14	(	(	-LRB-
10_1101-2021_01_08_425952	285	15	time	time	NN
10_1101-2021_01_08_425952	285	16	dependent	dependent	JJ
10_1101-2021_01_08_425952	285	17	/	/	SYM
10_1101-2021_01_08_425952	285	18	independent	independent	JJ
10_1101-2021_01_08_425952	285	19	Cox	Cox	NNP
10_1101-2021_01_08_425952	285	20	regression	regression	NN
10_1101-2021_01_08_425952	285	21	,	,	,
10_1101-2021_01_08_425952	285	22	Kaplan	Kaplan	NNP
10_1101-2021_01_08_425952	285	23	Meier	Meier	NNP
10_1101-2021_01_08_425952	285	24	survival	survival	NN
10_1101-2021_01_08_425952	285	25	curves	curve	NNS
10_1101-2021_01_08_425952	285	26	and	and	CC
10_1101-2021_01_08_425952	285	27	mean	mean	VB
10_1101-2021_01_08_425952	285	28	cumulative	cumulative	JJ
10_1101-2021_01_08_425952	285	29	function	function	NN
10_1101-2021_01_08_425952	285	30	)	)	-RRB-
10_1101-2021_01_08_425952	285	31	or	or	CC
10_1101-2021_01_08_425952	285	32	a	a	DT
10_1101-2021_01_08_425952	285	33	matrix	matrix	NN
10_1101-2021_01_08_425952	285	34	for	for	IN
10_1101-2021_01_08_425952	285	35	drug	drug	NN
10_1101-2021_01_08_425952	285	36	incidence	incidence	NN
10_1101-2021_01_08_425952	285	37	rate	rate	NN
10_1101-2021_01_08_425952	285	38	requires	require	VBZ
10_1101-2021_01_08_425952	285	39	fine	fine	JJ
10_1101-2021_01_08_425952	285	40	tuning	tuning	NN
10_1101-2021_01_08_425952	285	41	of	of	IN
10_1101-2021_01_08_425952	285	42	several	several	JJ
10_1101-2021_01_08_425952	285	43	parameters	parameter	NNS
10_1101-2021_01_08_425952	285	44	.	.	.
10_1101-2021_01_08_425952	286	1	.CC	.CC	NFP
10_1101-2021_01_08_425952	286	2	-	-	:
10_1101-2021_01_08_425952	286	3	BY	by	IN
10_1101-2021_01_08_425952	286	4	-	-	HYPH
10_1101-2021_01_08_425952	286	5	ND	ND	NNP
10_1101-2021_01_08_425952	286	6	4.0	4.0	CD
10_1101-2021_01_08_425952	286	7	International	international	JJ
10_1101-2021_01_08_425952	286	8	licensemade	licensemade	NN
10_1101-2021_01_08_425952	286	9	available	available	JJ
10_1101-2021_01_08_425952	286	10	under	under	IN
10_1101-2021_01_08_425952	286	11	a	a	DT
10_1101-2021_01_08_425952	286	12	(	(	-LRB-
10_1101-2021_01_08_425952	286	13	which	which	WDT
10_1101-2021_01_08_425952	286	14	was	be	VBD
10_1101-2021_01_08_425952	286	15	not	not	RB
10_1101-2021_01_08_425952	286	16	certified	certify	VBN
10_1101-2021_01_08_425952	286	17	by	by	IN
10_1101-2021_01_08_425952	286	18	peer	peer	NN
10_1101-2021_01_08_425952	286	19	review	review	NN
10_1101-2021_01_08_425952	286	20	)	)	-RRB-
10_1101-2021_01_08_425952	286	21	is	be	VBZ
10_1101-2021_01_08_425952	286	22	the	the	DT
10_1101-2021_01_08_425952	286	23	author	author	NN
10_1101-2021_01_08_425952	286	24	/	/	SYM
10_1101-2021_01_08_425952	286	25	funder	funder	NN
10_1101-2021_01_08_425952	286	26	,	,	,
10_1101-2021_01_08_425952	286	27	who	who	WP
10_1101-2021_01_08_425952	286	28	has	have	VBZ
10_1101-2021_01_08_425952	286	29	granted	grant	VBN
10_1101-2021_01_08_425952	286	30	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	286	31	a	a	DT
10_1101-2021_01_08_425952	286	32	license	license	NN
10_1101-2021_01_08_425952	286	33	to	to	TO
10_1101-2021_01_08_425952	286	34	display	display	VB
10_1101-2021_01_08_425952	286	35	the	the	DT
10_1101-2021_01_08_425952	286	36	preprint	preprint	NN
10_1101-2021_01_08_425952	286	37	in	in	IN
10_1101-2021_01_08_425952	286	38	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	286	39	.	.	.
10_1101-2021_01_08_425952	287	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	287	2	is	be	VBZ
10_1101-2021_01_08_425952	287	3	The	the	DT
10_1101-2021_01_08_425952	287	4	copyright	copyright	NN
10_1101-2021_01_08_425952	287	5	holder	holder	NN
10_1101-2021_01_08_425952	287	6	for	for	IN
10_1101-2021_01_08_425952	287	7	this	this	DT
10_1101-2021_01_08_425952	287	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	287	9	version	version	NN
10_1101-2021_01_08_425952	287	10	posted	post	VBD
10_1101-2021_01_08_425952	287	11	January	January	NNP
10_1101-2021_01_08_425952	287	12	9	9	CD
10_1101-2021_01_08_425952	287	13	,	,	,
10_1101-2021_01_08_425952	287	14	2021	2021	CD
10_1101-2021_01_08_425952	287	15	.	.	.
10_1101-2021_01_08_425952	287	16	;	;	:
10_1101-2021_01_08_425952	287	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	287	18	:	:	:
10_1101-2021_01_08_425952	287	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	287	20	preprint	preprint	NN
10_1101-2021_01_08_425952	287	21	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	287	22	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP
10_1101-2021_01_08_425952	287	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	287	24	of	of	IN
10_1101-2021_01_08_425952	287	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	287	26	Software	Software	NNP
10_1101-2021_01_08_425952	287	27	29	29	CD
10_1101-2021_01_08_425952	287	28	0.0	0.0	CD
10_1101-2021_01_08_425952	287	29	0.1	0.1	CD
10_1101-2021_01_08_425952	287	30	0.2	0.2	CD
10_1101-2021_01_08_425952	287	31	0.3	0.3	CD
10_1101-2021_01_08_425952	287	32	0	0	CD
10_1101-2021_01_08_425952	287	33	25	25	CD
10_1101-2021_01_08_425952	287	34	50	50	CD
10_1101-2021_01_08_425952	287	35	75	75	CD
10_1101-2021_01_08_425952	287	36	100	100	CD
10_1101-2021_01_08_425952	287	37	125	125	CD
10_1101-2021_01_08_425952	287	38	Buffer	Buffer	NNP
10_1101-2021_01_08_425952	287	39	size	size	NN
10_1101-2021_01_08_425952	287	40	(	(	-LRB-
10_1101-2021_01_08_425952	287	41	n	n	JJ
10_1101-2021_01_08_425952	287	42	days	day	NNS
10_1101-2021_01_08_425952	287	43	before	before	IN
10_1101-2021_01_08_425952	287	44	365	365	CD
10_1101-2021_01_08_425952	287	45	)	)	-RRB-
10_1101-2021_01_08_425952	287	46	F	F	NNP
10_1101-2021_01_08_425952	287	47	ra	ra	NNP
10_1101-2021_01_08_425952	287	48	ct	ct	NNP
10_1101-2021_01_08_425952	287	49	io	io	NNP
10_1101-2021_01_08_425952	287	50	n	n	NNP
10_1101-2021_01_08_425952	287	51	o	o	NNP
10_1101-2021_01_08_425952	287	52	f	f	NNP
10_1101-2021_01_08_425952	287	53	p	p	NN
10_1101-2021_01_08_425952	287	54	re	re	NN
10_1101-2021_01_08_425952	287	55	sc	sc	RB
10_1101-2021_01_08_425952	287	56	ri	ri	NNP
10_1101-2021_01_08_425952	287	57	p	p	NN
10_1101-2021_01_08_425952	287	58	tio	tio	NN
10_1101-2021_01_08_425952	287	59	n	n	NNP
10_1101-2021_01_08_425952	287	60	p	p	NNP
10_1101-2021_01_08_425952	287	61	e	e	NNP
10_1101-2021_01_08_425952	287	62	rs	rs	NN
10_1101-2021_01_08_425952	287	63	is	be	VBZ
10_1101-2021_01_08_425952	287	64	te	te	NNP
10_1101-2021_01_08_425952	287	65	n	n	NNP
10_1101-2021_01_08_425952	287	66	ce	ce	NNP
10_1101-2021_01_08_425952	287	67	Figure	Figure	NNP
10_1101-2021_01_08_425952	287	68	9	9	CD
10_1101-2021_01_08_425952	287	69	:	:	:
10_1101-2021_01_08_425952	287	70	The	the	DT
10_1101-2021_01_08_425952	287	71	fraction	fraction	NN
10_1101-2021_01_08_425952	287	72	of	of	IN
10_1101-2021_01_08_425952	287	73	prescription	prescription	NN
10_1101-2021_01_08_425952	287	74	persistence	persistence	NN
10_1101-2021_01_08_425952	287	75	adjusted	adjust	VBN
10_1101-2021_01_08_425952	287	76	by	by	IN
10_1101-2021_01_08_425952	287	77	a	a	DT
10_1101-2021_01_08_425952	287	78	buffer	buffer	NN
10_1101-2021_01_08_425952	287	79	number	number	NN
10_1101-2021_01_08_425952	287	80	of	of	IN
10_1101-2021_01_08_425952	287	81	days	day	NNS
10_1101-2021_01_08_425952	287	82	before	before	IN
10_1101-2021_01_08_425952	287	83	a	a	DT
10_1101-2021_01_08_425952	287	84	calender	calender	NN
10_1101-2021_01_08_425952	287	85	year	year	NN
10_1101-2021_01_08_425952	287	86	.	.	.
10_1101-2021_01_08_425952	288	1	As	as	IN
10_1101-2021_01_08_425952	288	2	the	the	DT
10_1101-2021_01_08_425952	288	3	buffer	buffer	NN
10_1101-2021_01_08_425952	288	4	approaches	approach	VBZ
10_1101-2021_01_08_425952	288	5	the	the	DT
10_1101-2021_01_08_425952	288	6	value	value	NN
10_1101-2021_01_08_425952	288	7	of	of	IN
10_1101-2021_01_08_425952	288	8	duration	duration	NN
10_1101-2021_01_08_425952	288	9	the	the	DT
10_1101-2021_01_08_425952	288	10	fraction	fraction	NN
10_1101-2021_01_08_425952	288	11	approaches	approach	VBZ
10_1101-2021_01_08_425952	288	12	1	1	CD
10_1101-2021_01_08_425952	288	13	.	.	.
10_1101-2021_01_08_425952	289	1	The	the	DT
10_1101-2021_01_08_425952	289	2	latest	late	JJS
10_1101-2021_01_08_425952	289	3	release	release	NN
10_1101-2021_01_08_425952	289	4	of	of	IN
10_1101-2021_01_08_425952	289	5	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	289	6	along	along	IN
10_1101-2021_01_08_425952	289	7	with	with	IN
10_1101-2021_01_08_425952	289	8	source	source	NN
10_1101-2021_01_08_425952	289	9	code	code	NN
10_1101-2021_01_08_425952	289	10	and	and	CC
10_1101-2021_01_08_425952	289	11	reference	reference	NN
10_1101-2021_01_08_425952	289	12	manual	manual	NN
10_1101-2021_01_08_425952	289	13	is	be	VBZ
10_1101-2021_01_08_425952	289	14	available	available	JJ
10_1101-2021_01_08_425952	289	15	for	for	IN
10_1101-2021_01_08_425952	289	16	download	download	NN
10_1101-2021_01_08_425952	289	17	from	from	IN
10_1101-2021_01_08_425952	289	18	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NN
10_1101-2021_01_08_425952	289	19	.	.	.
10_1101-2021_01_08_425952	290	1	Whilst	whilst	IN
10_1101-2021_01_08_425952	290	2	active	active	JJ
10_1101-2021_01_08_425952	290	3	members	member	NNS
10_1101-2021_01_08_425952	290	4	of	of	IN
10_1101-2021_01_08_425952	290	5	the	the	DT
10_1101-2021_01_08_425952	290	6	scientific	scientific	JJ
10_1101-2021_01_08_425952	290	7	research	research	NN
10_1101-2021_01_08_425952	290	8	community	community	NN
10_1101-2021_01_08_425952	290	9	we	-PRON-	PRP
10_1101-2021_01_08_425952	290	10	will	will	MD
10_1101-2021_01_08_425952	290	11	continue	continue	VB
10_1101-2021_01_08_425952	290	12	to	to	TO
10_1101-2021_01_08_425952	290	13	add	add	VB
10_1101-2021_01_08_425952	290	14	new	new	JJ
10_1101-2021_01_08_425952	290	15	features	feature	NNS
10_1101-2021_01_08_425952	290	16	to	to	TO
10_1101-2021_01_08_425952	290	17	rdrugtrajectory	rdrugtrajectory	VB
10_1101-2021_01_08_425952	290	18	whilst	whilst	IN
10_1101-2021_01_08_425952	290	19	making	make	VBG
10_1101-2021_01_08_425952	290	20	necessary	necessary	JJ
10_1101-2021_01_08_425952	290	21	improvements	improvement	NNS
10_1101-2021_01_08_425952	290	22	to	to	IN
10_1101-2021_01_08_425952	290	23	existing	exist	VBG
10_1101-2021_01_08_425952	290	24	features	feature	NNS
10_1101-2021_01_08_425952	290	25	.	.	.
10_1101-2021_01_08_425952	291	1	Acknowledgements	Acknowledgements	NNPS
10_1101-2021_01_08_425952	291	2	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	291	3	Science	Science	NNP
10_1101-2021_01_08_425952	291	4	Innovation	Innovation	NNP
10_1101-2021_01_08_425952	291	5	,	,	,
10_1101-2021_01_08_425952	291	6	NIHR	NIHR	NNP
10_1101-2021_01_08_425952	291	7	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	291	8	Biomedical	Biomedical	NNP
10_1101-2021_01_08_425952	291	9	Research	Research	NNP
10_1101-2021_01_08_425952	291	10	Centre	Centre	NNP
10_1101-2021_01_08_425952	291	11	and	and	CC
10_1101-2021_01_08_425952	291	12	NIHR	NIHR	NNP
10_1101-2021_01_08_425952	291	13	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	291	14	Health	Health	NNP
10_1101-2021_01_08_425952	291	15	Biomedical	Biomedical	NNP
10_1101-2021_01_08_425952	291	16	Research	Research	NNP
10_1101-2021_01_08_425952	291	17	Centre	Centre	NNP
10_1101-2021_01_08_425952	291	18	(	(	-LRB-
10_1101-2021_01_08_425952	291	19	Informatics	Informatics	NNP
10_1101-2021_01_08_425952	291	20	and	and	CC
10_1101-2021_01_08_425952	291	21	Digital	Digital	NNP
10_1101-2021_01_08_425952	291	22	Health	Health	NNP
10_1101-2021_01_08_425952	291	23	theme	theme	NN
10_1101-2021_01_08_425952	291	24	,	,	,
10_1101-2021_01_08_425952	291	25	grant	grant	VB
10_1101-2021_01_08_425952	291	26	BRC-1215-	BRC-1215-	NNP
10_1101-2021_01_08_425952	291	27	20005	20005	CD
10_1101-2021_01_08_425952	291	28	)	)	-RRB-
10_1101-2021_01_08_425952	291	29	.	.	.
10_1101-2021_01_08_425952	292	1	Thanks	thank	NNS
10_1101-2021_01_08_425952	292	2	to	to	IN
10_1101-2021_01_08_425952	292	3	Dr	Dr	NNP
10_1101-2021_01_08_425952	292	4	Michelle	Michelle	NNP
10_1101-2021_01_08_425952	292	5	Hardy	Hardy	NNP
10_1101-2021_01_08_425952	292	6	for	for	IN
10_1101-2021_01_08_425952	292	7	assistance	assistance	NN
10_1101-2021_01_08_425952	292	8	with	with	IN
10_1101-2021_01_08_425952	292	9	the	the	DT
10_1101-2021_01_08_425952	292	10	article	article	NN
10_1101-2021_01_08_425952	292	11	.	.	.
10_1101-2021_01_08_425952	293	1	References	reference	NNS
10_1101-2021_01_08_425952	293	2	Bally	Bally	NNP
10_1101-2021_01_08_425952	293	3	M	M	NNP
10_1101-2021_01_08_425952	293	4	,	,	,
10_1101-2021_01_08_425952	293	5	Dendukuri	Dendukuri	NNP
10_1101-2021_01_08_425952	293	6	N	N	NNP
10_1101-2021_01_08_425952	293	7	,	,	,
10_1101-2021_01_08_425952	293	8	Rich	Rich	NNP
10_1101-2021_01_08_425952	293	9	B	B	NNP
10_1101-2021_01_08_425952	293	10	,	,	,
10_1101-2021_01_08_425952	293	11	Nadeau	Nadeau	NNP
10_1101-2021_01_08_425952	293	12	L	L	NNP
10_1101-2021_01_08_425952	293	13	,	,	,
10_1101-2021_01_08_425952	293	14	Helin	Helin	NNP
10_1101-2021_01_08_425952	293	15	-	-	HYPH
10_1101-2021_01_08_425952	293	16	Salmivaara	Salmivaara	NNP
10_1101-2021_01_08_425952	293	17	A	A	NNP
10_1101-2021_01_08_425952	293	18	,	,	,
10_1101-2021_01_08_425952	293	19	Garbe	Garbe	NNP
10_1101-2021_01_08_425952	293	20	E	E	NNP
10_1101-2021_01_08_425952	293	21	,	,	,
10_1101-2021_01_08_425952	293	22	Brophy	Brophy	NNP
10_1101-2021_01_08_425952	293	23	JM	JM	NNP
10_1101-2021_01_08_425952	293	24	(	(	-LRB-
10_1101-2021_01_08_425952	293	25	2017	2017	CD
10_1101-2021_01_08_425952	293	26	)	)	-RRB-
10_1101-2021_01_08_425952	293	27	.	.	.
10_1101-2021_01_08_425952	294	1	“	"	``
10_1101-2021_01_08_425952	294	2	Risk	risk	NN
10_1101-2021_01_08_425952	294	3	of	of	IN
10_1101-2021_01_08_425952	294	4	Acute	acute	JJ
10_1101-2021_01_08_425952	294	5	Myocardial	Myocardial	NNP
10_1101-2021_01_08_425952	294	6	Infarction	Infarction	NNP
10_1101-2021_01_08_425952	294	7	with	with	IN
10_1101-2021_01_08_425952	294	8	NSAIDs	nsaid	NNS
10_1101-2021_01_08_425952	294	9	in	in	IN
10_1101-2021_01_08_425952	294	10	Real	real	JJ
10_1101-2021_01_08_425952	294	11	World	world	NN
10_1101-2021_01_08_425952	294	12	Use	use	NN
10_1101-2021_01_08_425952	294	13	:	:	:
10_1101-2021_01_08_425952	294	14	Bayesian	bayesian	JJ
10_1101-2021_01_08_425952	294	15	Meta-	meta-	NN
10_1101-2021_01_08_425952	294	16	.CC	.CC	:
10_1101-2021_01_08_425952	294	17	-	-	:
10_1101-2021_01_08_425952	294	18	BY	by	IN
10_1101-2021_01_08_425952	294	19	-	-	HYPH
10_1101-2021_01_08_425952	294	20	ND	ND	NNP
10_1101-2021_01_08_425952	294	21	4.0	4.0	CD
10_1101-2021_01_08_425952	294	22	International	international	JJ
10_1101-2021_01_08_425952	294	23	licensemade	licensemade	NN
10_1101-2021_01_08_425952	294	24	available	available	JJ
10_1101-2021_01_08_425952	294	25	under	under	IN
10_1101-2021_01_08_425952	294	26	a	a	DT
10_1101-2021_01_08_425952	294	27	(	(	-LRB-
10_1101-2021_01_08_425952	294	28	which	which	WDT
10_1101-2021_01_08_425952	294	29	was	be	VBD
10_1101-2021_01_08_425952	294	30	not	not	RB
10_1101-2021_01_08_425952	294	31	certified	certify	VBN
10_1101-2021_01_08_425952	294	32	by	by	IN
10_1101-2021_01_08_425952	294	33	peer	peer	NN
10_1101-2021_01_08_425952	294	34	review	review	NN
10_1101-2021_01_08_425952	294	35	)	)	-RRB-
10_1101-2021_01_08_425952	294	36	is	be	VBZ
10_1101-2021_01_08_425952	294	37	the	the	DT
10_1101-2021_01_08_425952	294	38	author	author	NN
10_1101-2021_01_08_425952	294	39	/	/	SYM
10_1101-2021_01_08_425952	294	40	funder	funder	NN
10_1101-2021_01_08_425952	294	41	,	,	,
10_1101-2021_01_08_425952	294	42	who	who	WP
10_1101-2021_01_08_425952	294	43	has	have	VBZ
10_1101-2021_01_08_425952	294	44	granted	grant	VBN
10_1101-2021_01_08_425952	294	45	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	294	46	a	a	DT
10_1101-2021_01_08_425952	294	47	license	license	NN
10_1101-2021_01_08_425952	294	48	to	to	TO
10_1101-2021_01_08_425952	294	49	display	display	VB
10_1101-2021_01_08_425952	294	50	the	the	DT
10_1101-2021_01_08_425952	294	51	preprint	preprint	NN
10_1101-2021_01_08_425952	294	52	in	in	IN
10_1101-2021_01_08_425952	294	53	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	294	54	.	.	.
10_1101-2021_01_08_425952	295	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	295	2	is	be	VBZ
10_1101-2021_01_08_425952	295	3	The	the	DT
10_1101-2021_01_08_425952	295	4	copyright	copyright	NN
10_1101-2021_01_08_425952	295	5	holder	holder	NN
10_1101-2021_01_08_425952	295	6	for	for	IN
10_1101-2021_01_08_425952	295	7	this	this	DT
10_1101-2021_01_08_425952	295	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	295	9	version	version	NN
10_1101-2021_01_08_425952	295	10	posted	post	VBD
10_1101-2021_01_08_425952	295	11	January	January	NNP
10_1101-2021_01_08_425952	295	12	9	9	CD
10_1101-2021_01_08_425952	295	13	,	,	,
10_1101-2021_01_08_425952	295	14	2021	2021	CD
10_1101-2021_01_08_425952	295	15	.	.	.
10_1101-2021_01_08_425952	295	16	;	;	:
10_1101-2021_01_08_425952	295	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	295	18	:	:	:
10_1101-2021_01_08_425952	295	19	bioRxiv	biorxiv	VB
10_1101-2021_01_08_425952	295	20	preprint	preprint	NN
10_1101-2021_01_08_425952	295	21	https://github.com/acnash/rdrugtrajectory	https://github.com/acnash/rdrugtrajectory	NN
10_1101-2021_01_08_425952	295	22	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	XX
10_1101-2021_01_08_425952	295	23	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NN
10_1101-2021_01_08_425952	295	24	30	30	CD
10_1101-2021_01_08_425952	295	25	rdrugtrajectory	rdrugtrajectory	NN
10_1101-2021_01_08_425952	295	26	:	:	:
10_1101-2021_01_08_425952	295	27	Analysing	Analysing	NNP
10_1101-2021_01_08_425952	295	28	Drug	Drug	NNP
10_1101-2021_01_08_425952	295	29	Prescriptions	Prescriptions	NNPS
10_1101-2021_01_08_425952	295	30	in	in	IN
10_1101-2021_01_08_425952	295	31	Electronic	Electronic	NNP
10_1101-2021_01_08_425952	295	32	Health	Health	NNP
10_1101-2021_01_08_425952	295	33	Care	Care	NNP
10_1101-2021_01_08_425952	295	34	Records	Records	NNP
10_1101-2021_01_08_425952	295	35	Analysis	Analysis	NNP
10_1101-2021_01_08_425952	295	36	of	of	IN
10_1101-2021_01_08_425952	295	37	Individual	Individual	NNP
10_1101-2021_01_08_425952	295	38	Patient	Patient	NNP
10_1101-2021_01_08_425952	295	39	Data	Data	NNP
10_1101-2021_01_08_425952	295	40	.	.	.
10_1101-2021_01_08_425952	295	41	”	"	''
10_1101-2021_01_08_425952	295	42	British	British	NNP
10_1101-2021_01_08_425952	295	43	Medical	Medical	NNP
10_1101-2021_01_08_425952	295	44	Journal	Journal	NNP
10_1101-2021_01_08_425952	295	45	,	,	,
10_1101-2021_01_08_425952	295	46	357	357	CD
10_1101-2021_01_08_425952	295	47	,	,	,
10_1101-2021_01_08_425952	295	48	j1909	j1909	JJ
10_1101-2021_01_08_425952	295	49	.	.	.
10_1101-2021_01_08_425952	296	1	doi:10.1136/	doi:10.1136/	NNP
10_1101-2021_01_08_425952	296	2	bmj.j1909	bmj.j1909	NNP
10_1101-2021_01_08_425952	296	3	.	.	.
10_1101-2021_01_08_425952	297	1	Ghosh	Ghosh	NNP
10_1101-2021_01_08_425952	297	2	RE	RE	NNP
10_1101-2021_01_08_425952	297	3	,	,	,
10_1101-2021_01_08_425952	297	4	Crellin	Crellin	NNP
10_1101-2021_01_08_425952	297	5	E	E	NNP
10_1101-2021_01_08_425952	297	6	,	,	,
10_1101-2021_01_08_425952	297	7	Beatty	Beatty	NNP
10_1101-2021_01_08_425952	297	8	S	S	NNP
10_1101-2021_01_08_425952	297	9	,	,	,
10_1101-2021_01_08_425952	297	10	Donegan	Donegan	NNP
10_1101-2021_01_08_425952	297	11	K	K	NNP
10_1101-2021_01_08_425952	297	12	,	,	,
10_1101-2021_01_08_425952	297	13	Myles	Myles	NNP
10_1101-2021_01_08_425952	297	14	P	P	NNP
10_1101-2021_01_08_425952	297	15	,	,	,
10_1101-2021_01_08_425952	297	16	Williams	Williams	NNP
10_1101-2021_01_08_425952	297	17	R	R	NNP
10_1101-2021_01_08_425952	297	18	(	(	-LRB-
10_1101-2021_01_08_425952	297	19	2019	2019	CD
10_1101-2021_01_08_425952	297	20	)	)	-RRB-
10_1101-2021_01_08_425952	297	21	.	.	.
10_1101-2021_01_08_425952	298	1	“	"	``
10_1101-2021_01_08_425952	298	2	How	how	WRB
10_1101-2021_01_08_425952	298	3	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	298	4	Practice	Practice	NNP
10_1101-2021_01_08_425952	298	5	Research	Research	NNP
10_1101-2021_01_08_425952	298	6	Datalink	Datalink	NNP
10_1101-2021_01_08_425952	298	7	data	datum	NNS
10_1101-2021_01_08_425952	298	8	are	be	VBP
10_1101-2021_01_08_425952	298	9	used	use	VBN
10_1101-2021_01_08_425952	298	10	to	to	TO
10_1101-2021_01_08_425952	298	11	support	support	VB
10_1101-2021_01_08_425952	298	12	pharmacovigilance	pharmacovigilance	NN
10_1101-2021_01_08_425952	298	13	.	.	.
10_1101-2021_01_08_425952	298	14	”	"	''
10_1101-2021_01_08_425952	298	15	Therapeutic	therapeutic	JJ
10_1101-2021_01_08_425952	298	16	Advances	Advances	NNPS
10_1101-2021_01_08_425952	298	17	in	in	IN
10_1101-2021_01_08_425952	298	18	Drug	Drug	NNP
10_1101-2021_01_08_425952	298	19	Safety	Safety	NNP
10_1101-2021_01_08_425952	298	20	,	,	,
10_1101-2021_01_08_425952	298	21	10	10	CD
10_1101-2021_01_08_425952	298	22	,	,	,
10_1101-2021_01_08_425952	298	23	1–7	1–7	CD
10_1101-2021_01_08_425952	298	24	.	.	.
10_1101-2021_01_08_425952	299	1	doi:10.1177/2042098619854010	doi:10.1177/2042098619854010	NNP
10_1101-2021_01_08_425952	299	2	.	.	.
10_1101-2021_01_08_425952	300	1	Hepp	Hepp	NNP
10_1101-2021_01_08_425952	300	2	Z	Z	NNP
10_1101-2021_01_08_425952	300	3	,	,	,
10_1101-2021_01_08_425952	300	4	Dodick	Dodick	NNP
10_1101-2021_01_08_425952	300	5	DW	DW	NNP
10_1101-2021_01_08_425952	300	6	,	,	,
10_1101-2021_01_08_425952	300	7	Varon	Varon	NNP
10_1101-2021_01_08_425952	300	8	SF	SF	NNP
10_1101-2021_01_08_425952	300	9	,	,	,
10_1101-2021_01_08_425952	300	10	Chia	Chia	NNP
10_1101-2021_01_08_425952	300	11	J	J	NNP
10_1101-2021_01_08_425952	300	12	,	,	,
10_1101-2021_01_08_425952	300	13	Matthew	Matthew	NNP
10_1101-2021_01_08_425952	300	14	N	N	NNP
10_1101-2021_01_08_425952	300	15	,	,	,
10_1101-2021_01_08_425952	300	16	Gillard	Gillard	NNP
10_1101-2021_01_08_425952	300	17	P	P	NNP
10_1101-2021_01_08_425952	300	18	,	,	,
10_1101-2021_01_08_425952	300	19	Hansen	Hansen	NNP
10_1101-2021_01_08_425952	300	20	RN	RN	NNP
10_1101-2021_01_08_425952	300	21	,	,	,
10_1101-2021_01_08_425952	300	22	Devine	Devine	NNP
10_1101-2021_01_08_425952	300	23	EB	EB	NNP
10_1101-2021_01_08_425952	300	24	(	(	-LRB-
10_1101-2021_01_08_425952	300	25	2017	2017	CD
10_1101-2021_01_08_425952	300	26	)	)	-RRB-
10_1101-2021_01_08_425952	300	27	.	.	.
10_1101-2021_01_08_425952	301	1	“	"	``
10_1101-2021_01_08_425952	301	2	Persistence	Persistence	NNP
10_1101-2021_01_08_425952	301	3	and	and	CC
10_1101-2021_01_08_425952	301	4	Switching	Switching	NNP
10_1101-2021_01_08_425952	301	5	Patterns	Patterns	NNPS
10_1101-2021_01_08_425952	301	6	of	of	IN
10_1101-2021_01_08_425952	301	7	Oral	Oral	NNP
10_1101-2021_01_08_425952	301	8	Migraine	Migraine	NNP
10_1101-2021_01_08_425952	301	9	Prophylactic	Prophylactic	NNP
10_1101-2021_01_08_425952	301	10	Medications	Medications	NNPS
10_1101-2021_01_08_425952	301	11	Among	among	IN
10_1101-2021_01_08_425952	301	12	Patients	Patients	NNPS
10_1101-2021_01_08_425952	301	13	with	with	IN
10_1101-2021_01_08_425952	301	14	Chronic	Chronic	NNP
10_1101-2021_01_08_425952	301	15	Migraine	Migraine	NNP
10_1101-2021_01_08_425952	301	16	:	:	:
10_1101-2021_01_08_425952	301	17	A	a	DT
10_1101-2021_01_08_425952	301	18	Retrospective	Retrospective	NNP
10_1101-2021_01_08_425952	301	19	Claims	Claims	NNPS
10_1101-2021_01_08_425952	301	20	Analysis	analysis	NN
10_1101-2021_01_08_425952	301	21	.	.	.
10_1101-2021_01_08_425952	301	22	”	"	''
10_1101-2021_01_08_425952	301	23	Cephalalgia	cephalalgia	NN
10_1101-2021_01_08_425952	301	24	,	,	,
10_1101-2021_01_08_425952	301	25	37(5	37(5	CD
10_1101-2021_01_08_425952	301	26	)	)	-RRB-
10_1101-2021_01_08_425952	301	27	,	,	,
10_1101-2021_01_08_425952	301	28	470–485	470–485	CD
10_1101-2021_01_08_425952	301	29	.	.	.
10_1101-2021_01_08_425952	302	1	doi:10.1177/0333102416678382	doi:10.1177/0333102416678382	NNP
10_1101-2021_01_08_425952	302	2	.	.	.
10_1101-2021_01_08_425952	303	1	Oyinlola	Oyinlola	NNP
10_1101-2021_01_08_425952	303	2	JO	JO	NNP
10_1101-2021_01_08_425952	303	3	,	,	,
10_1101-2021_01_08_425952	303	4	Campbell	Campbell	NNP
10_1101-2021_01_08_425952	303	5	J	J	NNP
10_1101-2021_01_08_425952	303	6	,	,	,
10_1101-2021_01_08_425952	303	7	Kousoulis	Kousoulis	NNP
10_1101-2021_01_08_425952	303	8	AA	AA	NNP
10_1101-2021_01_08_425952	303	9	(	(	-LRB-
10_1101-2021_01_08_425952	303	10	2016	2016	CD
10_1101-2021_01_08_425952	303	11	)	)	-RRB-
10_1101-2021_01_08_425952	303	12	.	.	.
10_1101-2021_01_08_425952	304	1	“	"	``
10_1101-2021_01_08_425952	304	2	Is	be	VBZ
10_1101-2021_01_08_425952	304	3	Real	real	JJ
10_1101-2021_01_08_425952	304	4	World	world	NN
10_1101-2021_01_08_425952	304	5	Evidence	evidence	NN
10_1101-2021_01_08_425952	304	6	Influencing	Influencing	NNP
10_1101-2021_01_08_425952	304	7	Practice	Practice	NNP
10_1101-2021_01_08_425952	304	8	?	?	.
10_1101-2021_01_08_425952	305	1	A	a	DT
10_1101-2021_01_08_425952	305	2	Systematic	Systematic	NNP
10_1101-2021_01_08_425952	305	3	Review	Review	NNP
10_1101-2021_01_08_425952	305	4	of	of	IN
10_1101-2021_01_08_425952	305	5	CPRD	CPRD	NNP
10_1101-2021_01_08_425952	305	6	Research	Research	NNP
10_1101-2021_01_08_425952	305	7	in	in	IN
10_1101-2021_01_08_425952	305	8	NICE	NICE	NNP
10_1101-2021_01_08_425952	305	9	Guidance	Guidance	NNP
10_1101-2021_01_08_425952	305	10	.	.	.
10_1101-2021_01_08_425952	305	11	”	"	''
10_1101-2021_01_08_425952	305	12	BMC	BMC	NNP
10_1101-2021_01_08_425952	305	13	Health	Health	NNP
10_1101-2021_01_08_425952	305	14	Service	Service	NNP
10_1101-2021_01_08_425952	305	15	Research	Research	NNP
10_1101-2021_01_08_425952	305	16	,	,	,
10_1101-2021_01_08_425952	305	17	16(299	16(299	CD
10_1101-2021_01_08_425952	305	18	)	)	-RRB-
10_1101-2021_01_08_425952	305	19	,	,	,
10_1101-2021_01_08_425952	305	20	1–12	1–12	NNP
10_1101-2021_01_08_425952	305	21	.	.	.
10_1101-2021_01_08_425952	306	1	doi:10.1186	doi:10.1186	NNP
10_1101-2021_01_08_425952	306	2	/	/	SYM
10_1101-2021_01_08_425952	306	3	s12913	s12913	NNP
10_1101-2021_01_08_425952	306	4	-	-	HYPH
10_1101-2021_01_08_425952	306	5	016	016	CD
10_1101-2021_01_08_425952	306	6	-	-	HYPH
10_1101-2021_01_08_425952	306	7	1562	1562	CD
10_1101-2021_01_08_425952	306	8	-	-	HYPH
10_1101-2021_01_08_425952	306	9	8	8	CD
10_1101-2021_01_08_425952	306	10	.	.	.
10_1101-2021_01_08_425952	307	1	Affiliation	affiliation	NN
10_1101-2021_01_08_425952	307	2	:	:	:
10_1101-2021_01_08_425952	307	3	Nuffield	Nuffield	NNP
10_1101-2021_01_08_425952	307	4	Department	Department	NNP
10_1101-2021_01_08_425952	307	5	of	of	IN
10_1101-2021_01_08_425952	307	6	Clinical	Clinical	NNP
10_1101-2021_01_08_425952	307	7	Neurosciences	Neurosciences	NNPS
10_1101-2021_01_08_425952	307	8	Medical	Medical	NNP
10_1101-2021_01_08_425952	307	9	Sciences	Sciences	NNPS
10_1101-2021_01_08_425952	307	10	Division	Division	NNP
10_1101-2021_01_08_425952	307	11	University	University	NNP
10_1101-2021_01_08_425952	307	12	of	of	IN
10_1101-2021_01_08_425952	307	13	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	307	14	Oxford	Oxford	NNP
10_1101-2021_01_08_425952	307	15	UK	UK	NNP
10_1101-2021_01_08_425952	307	16	OX3	OX3	NNP
10_1101-2021_01_08_425952	307	17	9DU	9DU	NNP
10_1101-2021_01_08_425952	307	18	E	e	NN
10_1101-2021_01_08_425952	307	19	-	-	NN
10_1101-2021_01_08_425952	307	20	mail	mail	NN
10_1101-2021_01_08_425952	307	21	:	:	:
10_1101-2021_01_08_425952	307	22	anthony.nash@ndcn.ox.ac.uk	anthony.nash@ndcn.ox.ac.uk	NNP
10_1101-2021_01_08_425952	307	23	Journal	Journal	NNP
10_1101-2021_01_08_425952	307	24	of	of	IN
10_1101-2021_01_08_425952	307	25	Statistical	Statistical	NNP
10_1101-2021_01_08_425952	307	26	Software	Software	NNP
10_1101-2021_01_08_425952	307	27	http://www.jstatsoft.org/	http://www.jstatsoft.org/	NN
10_1101-2021_01_08_425952	307	28	published	publish	VBN
10_1101-2021_01_08_425952	307	29	by	by	IN
10_1101-2021_01_08_425952	307	30	the	the	DT
10_1101-2021_01_08_425952	307	31	Foundation	Foundation	NNP
10_1101-2021_01_08_425952	307	32	for	for	IN
10_1101-2021_01_08_425952	307	33	Open	Open	NNP
10_1101-2021_01_08_425952	307	34	Access	Access	NNP
10_1101-2021_01_08_425952	307	35	Statistics	Statistics	NNPS
10_1101-2021_01_08_425952	307	36	http://www.foastat.org/	http://www.foastat.org/	NN
10_1101-2021_01_08_425952	307	37	MMMMMM	MMMMMM	NNS
10_1101-2021_01_08_425952	307	38	YYYY	YYYY	NNP
10_1101-2021_01_08_425952	307	39	,	,	,
10_1101-2021_01_08_425952	307	40	Volume	volume	NN
10_1101-2021_01_08_425952	307	41	VV	VV	NNP
10_1101-2021_01_08_425952	307	42	,	,	,
10_1101-2021_01_08_425952	307	43	Issue	issue	NN
10_1101-2021_01_08_425952	307	44	II	II	NNP
10_1101-2021_01_08_425952	307	45	Submitted	submit	VBN
10_1101-2021_01_08_425952	307	46	:	:	:
10_1101-2021_01_08_425952	307	47	yyyy	yyyy	NNP
10_1101-2021_01_08_425952	307	48	-	-	HYPH
10_1101-2021_01_08_425952	307	49	mm	mm	NNP
10_1101-2021_01_08_425952	307	50	-	-	HYPH
10_1101-2021_01_08_425952	307	51	dd	dd	NNP
10_1101-2021_01_08_425952	307	52	doi:10.18637	doi:10.18637	NNP
10_1101-2021_01_08_425952	307	53	/	/	SYM
10_1101-2021_01_08_425952	307	54	jss.v000.i00	jss.v000.i00	NNP
10_1101-2021_01_08_425952	307	55	Accepted	accept	VBN
10_1101-2021_01_08_425952	307	56	:	:	:
10_1101-2021_01_08_425952	307	57	yyyy	yyyy	NNP
10_1101-2021_01_08_425952	307	58	-	-	HYPH
10_1101-2021_01_08_425952	307	59	mm	mm	NNP
10_1101-2021_01_08_425952	307	60	-	-	HYPH
10_1101-2021_01_08_425952	307	61	dd	dd	NNP
10_1101-2021_01_08_425952	307	62	.CC	.CC	NFP
10_1101-2021_01_08_425952	307	63	-	-	:
10_1101-2021_01_08_425952	307	64	BY	by	IN
10_1101-2021_01_08_425952	307	65	-	-	HYPH
10_1101-2021_01_08_425952	307	66	ND	ND	NNP
10_1101-2021_01_08_425952	307	67	4.0	4.0	CD
10_1101-2021_01_08_425952	307	68	International	international	JJ
10_1101-2021_01_08_425952	307	69	licensemade	licensemade	NN
10_1101-2021_01_08_425952	307	70	available	available	JJ
10_1101-2021_01_08_425952	307	71	under	under	IN
10_1101-2021_01_08_425952	307	72	a	a	DT
10_1101-2021_01_08_425952	307	73	(	(	-LRB-
10_1101-2021_01_08_425952	307	74	which	which	WDT
10_1101-2021_01_08_425952	307	75	was	be	VBD
10_1101-2021_01_08_425952	307	76	not	not	RB
10_1101-2021_01_08_425952	307	77	certified	certify	VBN
10_1101-2021_01_08_425952	307	78	by	by	IN
10_1101-2021_01_08_425952	307	79	peer	peer	NN
10_1101-2021_01_08_425952	307	80	review	review	NN
10_1101-2021_01_08_425952	307	81	)	)	-RRB-
10_1101-2021_01_08_425952	307	82	is	be	VBZ
10_1101-2021_01_08_425952	307	83	the	the	DT
10_1101-2021_01_08_425952	307	84	author	author	NN
10_1101-2021_01_08_425952	307	85	/	/	SYM
10_1101-2021_01_08_425952	307	86	funder	funder	NN
10_1101-2021_01_08_425952	307	87	,	,	,
10_1101-2021_01_08_425952	307	88	who	who	WP
10_1101-2021_01_08_425952	307	89	has	have	VBZ
10_1101-2021_01_08_425952	307	90	granted	grant	VBN
10_1101-2021_01_08_425952	307	91	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	307	92	a	a	DT
10_1101-2021_01_08_425952	307	93	license	license	NN
10_1101-2021_01_08_425952	307	94	to	to	TO
10_1101-2021_01_08_425952	307	95	display	display	VB
10_1101-2021_01_08_425952	307	96	the	the	DT
10_1101-2021_01_08_425952	307	97	preprint	preprint	NN
10_1101-2021_01_08_425952	307	98	in	in	IN
10_1101-2021_01_08_425952	307	99	perpetuity	perpetuity	NN
10_1101-2021_01_08_425952	307	100	.	.	.
10_1101-2021_01_08_425952	308	1	It	-PRON-	PRP
10_1101-2021_01_08_425952	308	2	is	be	VBZ
10_1101-2021_01_08_425952	308	3	The	the	DT
10_1101-2021_01_08_425952	308	4	copyright	copyright	NN
10_1101-2021_01_08_425952	308	5	holder	holder	NN
10_1101-2021_01_08_425952	308	6	for	for	IN
10_1101-2021_01_08_425952	308	7	this	this	DT
10_1101-2021_01_08_425952	308	8	preprintthis	preprintthis	NN
10_1101-2021_01_08_425952	308	9	version	version	NN
10_1101-2021_01_08_425952	308	10	posted	post	VBD
10_1101-2021_01_08_425952	308	11	January	January	NNP
10_1101-2021_01_08_425952	308	12	9	9	CD
10_1101-2021_01_08_425952	308	13	,	,	,
10_1101-2021_01_08_425952	308	14	2021	2021	CD
10_1101-2021_01_08_425952	308	15	.	.	.
10_1101-2021_01_08_425952	308	16	;	;	:
10_1101-2021_01_08_425952	308	17	https://doi.org/10.1101/2021.01.08.425952doi	https://doi.org/10.1101/2021.01.08.425952doi	ADD
10_1101-2021_01_08_425952	308	18	:	:	:
10_1101-2021_01_08_425952	308	19	bioRxiv	biorxiv	IN
10_1101-2021_01_08_425952	308	20	preprint	preprint	NN
10_1101-2021_01_08_425952	308	21	http://dx.doi.org/10.1136/bmj.j1909	http://dx.doi.org/10.1136/bmj.j1909	JJ
10_1101-2021_01_08_425952	308	22	http://dx.doi.org/10.1136/bmj.j1909	http://dx.doi.org/10.1136/bmj.j1909	JJ
10_1101-2021_01_08_425952	308	23	http://dx.doi.org/10.1177/2042098619854010	http://dx.doi.org/10.1177/2042098619854010	NNS
10_1101-2021_01_08_425952	308	24	http://dx.doi.org/10.1177/0333102416678382	http://dx.doi.org/10.1177/0333102416678382	VBP
10_1101-2021_01_08_425952	308	25	http://dx.doi.org/10.1186/s12913-016-1562-8	http://dx.doi.org/10.1186/s12913-016-1562-8	NNP
10_1101-2021_01_08_425952	308	26	mailto:anthony.nash@ndcn.ox.ac.uk	mailto:anthony.nash@ndcn.ox.ac.uk	NNP
10_1101-2021_01_08_425952	308	27	http://www.jstatsoft.org/	http://www.jstatsoft.org/	NN
10_1101-2021_01_08_425952	308	28	http://www.foastat.org/	http://www.foastat.org/	NN
10_1101-2021_01_08_425952	308	29	http://dx.doi.org/10.18637/jss.v000.i00	http://dx.doi.org/10.18637/jss.v000.i00	NNP
10_1101-2021_01_08_425952	308	30	https://doi.org/10.1101/2021.01.08.425952	https://doi.org/10.1101/2021.01.08.425952	NNP
10_1101-2021_01_08_425952	308	31	http://creativecommons.org/licenses/by-nd/4.0/	http://creativecommons.org/licenses/by-nd/4.0/	NNP