id	sid	tid	token	lemma	pos
6969z032r0m	1	1	malaria	malaria	NOUN
6969z032r0m	1	2	is	be	AUX
6969z032r0m	1	3	a	a	DET
6969z032r0m	1	4	vector	vector	NOUN
6969z032r0m	1	5	-	-	PUNCT
6969z032r0m	1	6	borne	bear	VERB
6969z032r0m	1	7	disease	disease	NOUN
6969z032r0m	1	8	caused	cause	VERB
6969z032r0m	1	9	by	by	ADP
6969z032r0m	1	10	infection	infection	NOUN
6969z032r0m	1	11	with	with	ADP
6969z032r0m	1	12	the	the	DET
6969z032r0m	1	13	plasmodium	plasmodium	NOUN
6969z032r0m	1	14	species	specie	NOUN
6969z032r0m	1	15	parasite	parasite	NOUN
6969z032r0m	1	16	,	,	PUNCT
6969z032r0m	1	17	and	and	CCONJ
6969z032r0m	1	18	it	it	PRON
6969z032r0m	1	19	is	be	AUX
6969z032r0m	1	20	a	a	DET
6969z032r0m	1	21	major	major	ADJ
6969z032r0m	1	22	threat	threat	NOUN
6969z032r0m	1	23	to	to	ADP
6969z032r0m	1	24	health	health	NOUN
6969z032r0m	1	25	systems	system	NOUN
6969z032r0m	1	26	around	around	ADP
6969z032r0m	1	27	the	the	DET
6969z032r0m	1	28	globe	globe	NOUN
6969z032r0m	1	29	.	.	PUNCT
6969z032r0m	2	1	to	to	PART
6969z032r0m	2	2	maintain	maintain	VERB
6969z032r0m	2	3	progress	progress	NOUN
6969z032r0m	2	4	towards	towards	ADP
6969z032r0m	2	5	elimination	elimination	NOUN
6969z032r0m	2	6	of	of	ADP
6969z032r0m	2	7	malaria	malaria	NOUN
6969z032r0m	2	8	,	,	PUNCT
6969z032r0m	2	9	a	a	DET
6969z032r0m	2	10	continued	continued	ADJ
6969z032r0m	2	11	and	and	CCONJ
6969z032r0m	2	12	detailed	detailed	ADJ
6969z032r0m	2	13	understanding	understanding	NOUN
6969z032r0m	2	14	of	of	ADP
6969z032r0m	2	15	malaria	malaria	NOUN
6969z032r0m	2	16	epidemiology	epidemiology	NOUN
6969z032r0m	2	17	is	be	AUX
6969z032r0m	2	18	needed	need	VERB
6969z032r0m	2	19	.	.	PUNCT
6969z032r0m	3	1	in	in	ADP
6969z032r0m	3	2	this	this	DET
6969z032r0m	3	3	dissertation	dissertation	NOUN
6969z032r0m	3	4	,	,	PUNCT
6969z032r0m	3	5	i	i	PRON
6969z032r0m	3	6	present	present	VERB
6969z032r0m	3	7	five	five	NUM
6969z032r0m	3	8	analyses	analysis	NOUN
6969z032r0m	3	9	that	that	PRON
6969z032r0m	3	10	showcase	showcase	VERB
6969z032r0m	3	11	how	how	SCONJ
6969z032r0m	3	12	mathematical	mathematical	ADJ
6969z032r0m	3	13	models	model	NOUN
6969z032r0m	3	14	can	can	AUX
6969z032r0m	3	15	be	be	AUX
6969z032r0m	3	16	leveraged	leverage	VERB
6969z032r0m	3	17	alongside	alongside	ADP
6969z032r0m	3	18	routinely	routinely	ADV
6969z032r0m	3	19	collected	collect	VERB
6969z032r0m	3	20	data	datum	NOUN
6969z032r0m	3	21	to	to	PART
6969z032r0m	3	22	better	well	ADV
6969z032r0m	3	23	inform	inform	VERB
6969z032r0m	3	24	our	our	PRON
6969z032r0m	3	25	understanding	understanding	NOUN
6969z032r0m	3	26	of	of	ADP
6969z032r0m	3	27	malaria	malaria	NOUN
6969z032r0m	3	28	transmission	transmission	NOUN
6969z032r0m	3	29	and	and	CCONJ
6969z032r0m	3	30	control.first	control.first	ADV
6969z032r0m	3	31	,	,	PUNCT
6969z032r0m	3	32	to	to	PART
6969z032r0m	3	33	demonstrate	demonstrate	VERB
6969z032r0m	3	34	how	how	SCONJ
6969z032r0m	3	35	the	the	DET
6969z032r0m	3	36	assumptions	assumption	NOUN
6969z032r0m	3	37	that	that	PRON
6969z032r0m	3	38	we	we	PRON
6969z032r0m	3	39	make	make	VERB
6969z032r0m	3	40	about	about	ADP
6969z032r0m	3	41	routinely	routinely	ADV
6969z032r0m	3	42	collected	collect	VERB
6969z032r0m	3	43	surveillance	surveillance	NOUN
6969z032r0m	3	44	data	datum	NOUN
6969z032r0m	3	45	affect	affect	VERB
6969z032r0m	3	46	our	our	PRON
6969z032r0m	3	47	estimates	estimate	NOUN
6969z032r0m	3	48	of	of	ADP
6969z032r0m	3	49	malaria	malaria	NOUN
6969z032r0m	3	50	transmission	transmission	NOUN
6969z032r0m	3	51	,	,	PUNCT
6969z032r0m	3	52	i	i	PRON
6969z032r0m	3	53	developed	develop	VERB
6969z032r0m	3	54	an	an	DET
6969z032r0m	3	55	inference	inference	NOUN
6969z032r0m	3	56	algorithm	algorithm	PRON
6969z032r0m	3	57	to	to	PART
6969z032r0m	3	58	infer	infer	VERB
6969z032r0m	3	59	person	person	NOUN
6969z032r0m	3	60	-	-	PUNCT
6969z032r0m	3	61	to	to	ADP
6969z032r0m	3	62	-	-	PUNCT
6969z032r0m	3	63	person	person	NOUN
6969z032r0m	3	64	networks	network	NOUN
6969z032r0m	3	65	of	of	ADP
6969z032r0m	3	66	p.	p.	PROPN
6969z032r0m	3	67	falciparum	falciparum	PROPN
6969z032r0m	3	68	malaria	malaria	PROPN
6969z032r0m	3	69	transmission	transmission	NOUN
6969z032r0m	3	70	and	and	CCONJ
6969z032r0m	3	71	applied	apply	VERB
6969z032r0m	3	72	it	it	PRON
6969z032r0m	3	73	to	to	ADP
6969z032r0m	3	74	near	near	ADP
6969z032r0m	3	75	-	-	PUNCT
6969z032r0m	3	76	elimination	elimination	NOUN
6969z032r0m	3	77	settings	setting	NOUN
6969z032r0m	3	78	.	.	PUNCT
6969z032r0m	4	1	using	use	VERB
6969z032r0m	4	2	eswatini	eswatini	NOUN
6969z032r0m	4	3	as	as	ADP
6969z032r0m	4	4	a	a	DET
6969z032r0m	4	5	case	case	NOUN
6969z032r0m	4	6	study	study	NOUN
6969z032r0m	4	7	,	,	PUNCT
6969z032r0m	4	8	i	i	PRON
6969z032r0m	4	9	demonstrated	demonstrate	VERB
6969z032r0m	4	10	that	that	SCONJ
6969z032r0m	4	11	the	the	DET
6969z032r0m	4	12	choice	choice	NOUN
6969z032r0m	4	13	of	of	ADP
6969z032r0m	4	14	data	data	NOUN
6969z032r0m	4	15	types	type	NOUN
6969z032r0m	4	16	and	and	CCONJ
6969z032r0m	4	17	assumptions	assumption	NOUN
6969z032r0m	4	18	therein	therein	ADV
6969z032r0m	4	19	affect	affect	VERB
6969z032r0m	4	20	the	the	DET
6969z032r0m	4	21	epidemiological	epidemiological	ADJ
6969z032r0m	4	22	conclusions	conclusion	NOUN
6969z032r0m	4	23	that	that	PRON
6969z032r0m	4	24	we	we	PRON
6969z032r0m	4	25	reach	reach	VERB
6969z032r0m	4	26	.	.	PUNCT
6969z032r0m	5	1	further	far	ADV
6969z032r0m	5	2	,	,	PUNCT
6969z032r0m	5	3	through	through	ADP
6969z032r0m	5	4	extensive	extensive	ADJ
6969z032r0m	5	5	simulation	simulation	NOUN
6969z032r0m	5	6	,	,	PUNCT
6969z032r0m	5	7	i	i	PRON
6969z032r0m	5	8	revealed	reveal	VERB
6969z032r0m	5	9	that	that	SCONJ
6969z032r0m	5	10	routine	routine	ADJ
6969z032r0m	5	11	surveillance	surveillance	NOUN
6969z032r0m	5	12	data	datum	NOUN
6969z032r0m	5	13	is	be	AUX
6969z032r0m	5	14	insufficient	insufficient	ADJ
6969z032r0m	5	15	to	to	PART
6969z032r0m	5	16	yield	yield	VERB
6969z032r0m	5	17	reliable	reliable	ADJ
6969z032r0m	5	18	estimates	estimate	NOUN
6969z032r0m	5	19	of	of	ADP
6969z032r0m	5	20	transmission	transmission	NOUN
6969z032r0m	5	21	in	in	ADP
6969z032r0m	5	22	near	near	ADP
6969z032r0m	5	23	-	-	PUNCT
6969z032r0m	5	24	elimination	elimination	NOUN
6969z032r0m	5	25	settings.second	settings.second	NOUN
6969z032r0m	5	26	,	,	PUNCT
6969z032r0m	5	27	i	i	PRON
6969z032r0m	5	28	fitted	fit	VERB
6969z032r0m	5	29	transmission	transmission	NOUN
6969z032r0m	5	30	models	model	NOUN
6969z032r0m	5	31	of	of	ADP
6969z032r0m	5	32	p.	p.	NOUN
6969z032r0m	5	33	falciparum	falciparum	NOUN
6969z032r0m	5	34	and	and	CCONJ
6969z032r0m	5	35	p.	p.	PROPN
6969z032r0m	5	36	vivax	vivax	PROPN
6969z032r0m	5	37	to	to	ADP
6969z032r0m	5	38	a	a	DET
6969z032r0m	5	39	malaria	malaria	NOUN
6969z032r0m	5	40	epidemic	epidemic	NOUN
6969z032r0m	5	41	in	in	ADP
6969z032r0m	5	42	southeastern	southeastern	PROPN
6969z032r0m	5	43	venezuela	venezuela	PROPN
6969z032r0m	5	44	.	.	PUNCT
6969z032r0m	6	1	accounting	account	VERB
6969z032r0m	6	2	for	for	ADP
6969z032r0m	6	3	the	the	DET
6969z032r0m	6	4	clinical	clinical	ADJ
6969z032r0m	6	5	definitions	definition	NOUN
6969z032r0m	6	6	applied	apply	VERB
6969z032r0m	6	7	in	in	ADP
6969z032r0m	6	8	the	the	DET
6969z032r0m	6	9	surveillance	surveillance	NOUN
6969z032r0m	6	10	system	system	NOUN
6969z032r0m	6	11	,	,	PUNCT
6969z032r0m	6	12	i	i	PRON
6969z032r0m	6	13	estimated	estimate	VERB
6969z032r0m	6	14	that	that	SCONJ
6969z032r0m	6	15	many	many	ADJ
6969z032r0m	6	16	p.	p.	PROPN
6969z032r0m	6	17	vivax	vivax	NOUN
6969z032r0m	6	18	relapses	relapse	NOUN
6969z032r0m	6	19	were	be	AUX
6969z032r0m	6	20	likely	likely	ADV
6969z032r0m	6	21	misdiagnosed	misdiagnose	VERB
6969z032r0m	6	22	as	as	ADP
6969z032r0m	6	23	reinfections	reinfection	NOUN
6969z032r0m	6	24	,	,	PUNCT
6969z032r0m	6	25	potentially	potentially	ADV
6969z032r0m	6	26	leading	lead	VERB
6969z032r0m	6	27	to	to	ADP
6969z032r0m	6	28	an	an	DET
6969z032r0m	6	29	overestimate	overestimate	NOUN
6969z032r0m	6	30	of	of	ADP
6969z032r0m	6	31	p.	p.	PROPN
6969z032r0m	6	32	vivax	vivax	PROPN
6969z032r0m	6	33	transmission	transmission	NOUN
6969z032r0m	6	34	from	from	ADP
6969z032r0m	6	35	routine	routine	ADJ
6969z032r0m	6	36	surveillance	surveillance	NOUN
6969z032r0m	6	37	data	datum	NOUN
6969z032r0m	6	38	.	.	PUNCT
6969z032r0m	7	1	then	then	ADV
6969z032r0m	7	2	,	,	PUNCT
6969z032r0m	7	3	using	use	VERB
6969z032r0m	7	4	the	the	DET
6969z032r0m	7	5	fitted	fit	VERB
6969z032r0m	7	6	transmission	transmission	NOUN
6969z032r0m	7	7	models	model	NOUN
6969z032r0m	7	8	,	,	PUNCT
6969z032r0m	7	9	i	i	PRON
6969z032r0m	7	10	projected	project	VERB
6969z032r0m	7	11	the	the	DET
6969z032r0m	7	12	impact	impact	NOUN
6969z032r0m	7	13	of	of	ADP
6969z032r0m	7	14	interventions	intervention	NOUN
6969z032r0m	7	15	in	in	ADP
6969z032r0m	7	16	the	the	DET
6969z032r0m	7	17	region	region	NOUN
6969z032r0m	7	18	,	,	PUNCT
6969z032r0m	7	19	should	should	AUX
6969z032r0m	7	20	resources	resource	NOUN
6969z032r0m	7	21	be	be	AUX
6969z032r0m	7	22	mobilized	mobilize	VERB
6969z032r0m	7	23	in	in	ADP
6969z032r0m	7	24	time	time	NOUN
6969z032r0m	7	25	.	.	PUNCT
6969z032r0m	8	1	i	i	PRON
6969z032r0m	8	2	predicted	predict	VERB
6969z032r0m	8	3	that	that	SCONJ
6969z032r0m	8	4	long	long	ADV
6969z032r0m	8	5	-	-	PUNCT
6969z032r0m	8	6	lasting	last	VERB
6969z032r0m	8	7	insecticidal	insecticidal	NOUN
6969z032r0m	8	8	nets	net	NOUN
6969z032r0m	8	9	are	be	AUX
6969z032r0m	8	10	likely	likely	ADJ
6969z032r0m	8	11	to	to	PART
6969z032r0m	8	12	be	be	AUX
6969z032r0m	8	13	sufficient	sufficient	ADJ
6969z032r0m	8	14	to	to	PART
6969z032r0m	8	15	obtain	obtain	VERB
6969z032r0m	8	16	short	short	ADJ
6969z032r0m	8	17	-	-	PUNCT
6969z032r0m	8	18	term	term	NOUN
6969z032r0m	8	19	reductions	reduction	NOUN
6969z032r0m	8	20	in	in	ADP
6969z032r0m	8	21	incidence	incidence	NOUN
6969z032r0m	8	22	for	for	ADP
6969z032r0m	8	23	p.	p.	PROPN
6969z032r0m	8	24	falciparum	falciparum	NOUN
6969z032r0m	8	25	,	,	PUNCT
6969z032r0m	8	26	but	but	CCONJ
6969z032r0m	8	27	mass	mass	ADJ
6969z032r0m	8	28	drug	drug	PROPN
6969z032r0m	8	29	administration	administration	NOUN
6969z032r0m	8	30	with	with	ADP
6969z032r0m	8	31	radical	radical	ADJ
6969z032r0m	8	32	cure	cure	NOUN
6969z032r0m	8	33	is	be	AUX
6969z032r0m	8	34	needed	need	VERB
6969z032r0m	8	35	to	to	PART
6969z032r0m	8	36	control	control	VERB
6969z032r0m	8	37	p.	p.	PROPN
6969z032r0m	8	38	vivax.third	vivax.third	PROPN
6969z032r0m	8	39	,	,	PUNCT
6969z032r0m	8	40	to	to	PART
6969z032r0m	8	41	demonstrate	demonstrate	VERB
6969z032r0m	8	42	how	how	SCONJ
6969z032r0m	8	43	mathematical	mathematical	ADJ
6969z032r0m	8	44	models	model	NOUN
6969z032r0m	8	45	can	can	AUX
6969z032r0m	8	46	further	far	ADV
6969z032r0m	8	47	augment	augment	VERB
6969z032r0m	8	48	our	our	PRON
6969z032r0m	8	49	understanding	understanding	NOUN
6969z032r0m	8	50	from	from	ADP
6969z032r0m	8	51	data	datum	NOUN
6969z032r0m	8	52	,	,	PUNCT
6969z032r0m	8	53	i	i	PRON
6969z032r0m	8	54	performed	perform	VERB
6969z032r0m	8	55	a	a	DET
6969z032r0m	8	56	theoretical	theoretical	ADJ
6969z032r0m	8	57	analysis	analysis	NOUN
6969z032r0m	8	58	that	that	PRON
6969z032r0m	8	59	identified	identify	VERB
6969z032r0m	8	60	biases	bias	NOUN
6969z032r0m	8	61	that	that	PRON
6969z032r0m	8	62	are	be	AUX
6969z032r0m	8	63	likely	likely	ADJ
6969z032r0m	8	64	to	to	PART
6969z032r0m	8	65	occur	occur	VERB
6969z032r0m	8	66	in	in	ADP
6969z032r0m	8	67	phase	phase	NOUN
6969z032r0m	8	68	-	-	PUNCT
6969z032r0m	8	69	iii	iii	NUM
6969z032r0m	8	70	clinical	clinical	ADJ
6969z032r0m	8	71	trials	trial	NOUN
6969z032r0m	8	72	of	of	ADP
6969z032r0m	8	73	8	8	NUM
6969z032r0m	8	74	-	-	PUNCT
6969z032r0m	8	75	aminoquinolines	aminoquinoline	NOUN
6969z032r0m	8	76	.	.	PUNCT
6969z032r0m	9	1	using	use	VERB
6969z032r0m	9	2	an	an	DET
6969z032r0m	9	3	individual	individual	ADJ
6969z032r0m	9	4	-	-	PUNCT
6969z032r0m	9	5	based	base	VERB
6969z032r0m	9	6	model	model	NOUN
6969z032r0m	9	7	,	,	PUNCT
6969z032r0m	9	8	i	i	PRON
6969z032r0m	9	9	simulated	simulate	VERB
6969z032r0m	9	10	phase	phase	NOUN
6969z032r0m	9	11	-	-	PUNCT
6969z032r0m	9	12	iii	iii	NUM
6969z032r0m	9	13	clinical	clinical	ADJ
6969z032r0m	9	14	trials	trial	NOUN
6969z032r0m	9	15	under	under	ADP
6969z032r0m	9	16	different	different	ADJ
6969z032r0m	9	17	epidemiological	epidemiological	ADJ
6969z032r0m	9	18	settings	setting	NOUN
6969z032r0m	9	19	.	.	PUNCT
6969z032r0m	10	1	i	i	PRON
6969z032r0m	10	2	found	find	VERB
6969z032r0m	10	3	that	that	SCONJ
6969z032r0m	10	4	features	feature	NOUN
6969z032r0m	10	5	of	of	ADP
6969z032r0m	10	6	the	the	DET
6969z032r0m	10	7	clinical	clinical	ADJ
6969z032r0m	10	8	trial	trial	NOUN
6969z032r0m	10	9	setting	setting	NOUN
6969z032r0m	10	10	,	,	PUNCT
6969z032r0m	10	11	such	such	ADJ
6969z032r0m	10	12	as	as	ADP
6969z032r0m	10	13	transmission	transmission	NOUN
6969z032r0m	10	14	intensity	intensity	NOUN
6969z032r0m	10	15	and	and	CCONJ
6969z032r0m	10	16	the	the	DET
6969z032r0m	10	17	rate	rate	NOUN
6969z032r0m	10	18	of	of	ADP
6969z032r0m	10	19	p.	p.	PROPN
6969z032r0m	10	20	vivax	vivax	PROPN
6969z032r0m	10	21	relapse	relapse	NOUN
6969z032r0m	10	22	,	,	PUNCT
6969z032r0m	10	23	interacted	interact	VERB
6969z032r0m	10	24	with	with	ADP
6969z032r0m	10	25	features	feature	NOUN
6969z032r0m	10	26	of	of	ADP
6969z032r0m	10	27	the	the	DET
6969z032r0m	10	28	clinical	clinical	ADJ
6969z032r0m	10	29	trial	trial	NOUN
6969z032r0m	10	30	design	design	NOUN
6969z032r0m	10	31	,	,	PUNCT
6969z032r0m	10	32	such	such	ADJ
6969z032r0m	10	33	as	as	ADP
6969z032r0m	10	34	the	the	DET
6969z032r0m	10	35	duration	duration	NOUN
6969z032r0m	10	36	of	of	ADP
6969z032r0m	10	37	follow	follow	NOUN
6969z032r0m	10	38	-	-	PUNCT
6969z032r0m	10	39	up	up	NOUN
6969z032r0m	10	40	,	,	PUNCT
6969z032r0m	10	41	to	to	PART
6969z032r0m	10	42	lead	lead	VERB
6969z032r0m	10	43	to	to	ADP
6969z032r0m	10	44	strong	strong	ADJ
6969z032r0m	10	45	downward	downward	ADJ
6969z032r0m	10	46	biases	bias	NOUN
6969z032r0m	10	47	in	in	ADP
6969z032r0m	10	48	efficacy	efficacy	NOUN
6969z032r0m	10	49	estimates	estimate	NOUN
6969z032r0m	10	50	.	.	PUNCT
6969z032r0m	11	1	this	this	PRON
6969z032r0m	11	2	indicated	indicate	VERB
6969z032r0m	11	3	that	that	SCONJ
6969z032r0m	11	4	the	the	DET
6969z032r0m	11	5	effect	effect	NOUN
6969z032r0m	11	6	of	of	ADP
6969z032r0m	11	7	8	8	NUM
6969z032r0m	11	8	-	-	PUNCT
6969z032r0m	11	9	aminoquinolines	aminoquinoline	NOUN
6969z032r0m	11	10	against	against	ADP
6969z032r0m	11	11	p.	p.	PROPN
6969z032r0m	11	12	vivax	vivax	PROPN
6969z032r0m	11	13	hypnozoites	hypnozoite	NOUN
6969z032r0m	11	14	may	may	AUX
6969z032r0m	11	15	be	be	AUX
6969z032r0m	11	16	underestimated	underestimate	VERB
6969z032r0m	11	17	.	.	PUNCT
6969z032r0m	12	1	using	use	VERB
6969z032r0m	12	2	the	the	DET
6969z032r0m	12	3	individual	individual	ADJ
6969z032r0m	12	4	-	-	PUNCT
6969z032r0m	12	5	based	base	VERB
6969z032r0m	12	6	model	model	NOUN
6969z032r0m	12	7	,	,	PUNCT
6969z032r0m	12	8	i	i	PRON
6969z032r0m	12	9	then	then	ADV
6969z032r0m	12	10	demonstrated	demonstrate	VERB
6969z032r0m	12	11	that	that	SCONJ
6969z032r0m	12	12	the	the	DET
6969z032r0m	12	13	effect	effect	NOUN
6969z032r0m	12	14	of	of	ADP
6969z032r0m	12	15	these	these	DET
6969z032r0m	12	16	biases	bias	NOUN
6969z032r0m	12	17	can	can	AUX
6969z032r0m	12	18	be	be	AUX
6969z032r0m	12	19	reduced	reduce	VERB
6969z032r0m	12	20	by	by	ADP
6969z032r0m	12	21	using	use	VERB
6969z032r0m	12	22	vector	vector	NOUN
6969z032r0m	12	23	control	control	NOUN
6969z032r0m	12	24	measures	measure	NOUN
6969z032r0m	12	25	and	and	CCONJ
6969z032r0m	12	26	parasite	parasite	NOUN
6969z032r0m	12	27	genotyping.fourth	genotyping.fourth	NOUN
6969z032r0m	12	28	,	,	PUNCT
6969z032r0m	12	29	to	to	PART
6969z032r0m	12	30	show	show	VERB
6969z032r0m	12	31	how	how	SCONJ
6969z032r0m	12	32	mathematical	mathematical	ADJ
6969z032r0m	12	33	models	model	NOUN
6969z032r0m	12	34	can	can	AUX
6969z032r0m	12	35	synthesize	synthesize	VERB
6969z032r0m	12	36	insights	insight	NOUN
6969z032r0m	12	37	across	across	ADP
6969z032r0m	12	38	distinct	distinct	ADJ
6969z032r0m	12	39	data	datum	NOUN
6969z032r0m	12	40	sources	source	NOUN
6969z032r0m	12	41	,	,	PUNCT
6969z032r0m	12	42	i	i	PRON
6969z032r0m	12	43	performed	perform	VERB
6969z032r0m	12	44	a	a	DET
6969z032r0m	12	45	systematic	systematic	ADJ
6969z032r0m	12	46	review	review	NOUN
6969z032r0m	12	47	and	and	CCONJ
6969z032r0m	12	48	meta	meta	NOUN
6969z032r0m	12	49	-	-	NOUN
6969z032r0m	12	50	analysis	analysis	NOUN
6969z032r0m	12	51	of	of	ADP
6969z032r0m	12	52	studies	study	NOUN
6969z032r0m	12	53	comparing	compare	VERB
6969z032r0m	12	54	the	the	DET
6969z032r0m	12	55	performance	performance	NOUN
6969z032r0m	12	56	of	of	ADP
6969z032r0m	12	57	light	light	ADJ
6969z032r0m	12	58	microscopy	microscopy	NOUN
6969z032r0m	12	59	and	and	CCONJ
6969z032r0m	12	60	polymerase	polymerase	NOUN
6969z032r0m	12	61	chain	chain	NOUN
6969z032r0m	12	62	reaction	reaction	NOUN
6969z032r0m	12	63	for	for	ADP
6969z032r0m	12	64	diagnosing	diagnose	VERB
6969z032r0m	12	65	plasmodium	plasmodium	NOUN
6969z032r0m	12	66	spp	spp	PROPN
6969z032r0m	12	67	.	.	PROPN
6969z032r0m	12	68	infections	infection	NOUN
6969z032r0m	12	69	.	.	PUNCT
6969z032r0m	13	1	using	use	VERB
6969z032r0m	13	2	a	a	DET
6969z032r0m	13	3	hierarchical	hierarchical	ADJ
6969z032r0m	13	4	bayesian	bayesian	ADJ
6969z032r0m	13	5	latent	latent	NOUN
6969z032r0m	13	6	class	class	NOUN
6969z032r0m	13	7	model	model	NOUN
6969z032r0m	13	8	,	,	PUNCT
6969z032r0m	13	9	i	i	PRON
6969z032r0m	13	10	estimated	estimate	VERB
6969z032r0m	13	11	the	the	DET
6969z032r0m	13	12	sensitivity	sensitivity	NOUN
6969z032r0m	13	13	and	and	CCONJ
6969z032r0m	13	14	specificity	specificity	NOUN
6969z032r0m	13	15	of	of	ADP
6969z032r0m	13	16	light	light	ADJ
6969z032r0m	13	17	microscopy	microscopy	NOUN
6969z032r0m	13	18	for	for	ADP
6969z032r0m	13	19	each	each	DET
6969z032r0m	13	20	plasmodium	plasmodium	PROPN
6969z032r0m	13	21	spp	spp	PROPN
6969z032r0m	13	22	.	.	PUNCT
6969z032r0m	14	1	my	my	PRON
6969z032r0m	14	2	analysis	analysis	NOUN
6969z032r0m	14	3	revealed	reveal	VERB
6969z032r0m	14	4	that	that	SCONJ
6969z032r0m	14	5	the	the	DET
6969z032r0m	14	6	sensitivity	sensitivity	NOUN
6969z032r0m	14	7	of	of	ADP
6969z032r0m	14	8	light	light	ADJ
6969z032r0m	14	9	microscopy	microscopy	NOUN
6969z032r0m	14	10	is	be	AUX
6969z032r0m	14	11	particularly	particularly	ADV
6969z032r0m	14	12	low	low	ADJ
6969z032r0m	14	13	for	for	ADP
6969z032r0m	14	14	p.	p.	PROPN
6969z032r0m	14	15	knowlesi	knowlesi	PROPN
6969z032r0m	14	16	,	,	PUNCT
6969z032r0m	14	17	p.	p.	NOUN
6969z032r0m	14	18	malariae	malariae	NOUN
6969z032r0m	14	19	,	,	PUNCT
6969z032r0m	14	20	and	and	CCONJ
6969z032r0m	14	21	p.	p.	NOUN
6969z032r0m	14	22	ovale	ovale	PROPN
6969z032r0m	14	23	,	,	PUNCT
6969z032r0m	14	24	suggesting	suggest	VERB
6969z032r0m	14	25	that	that	SCONJ
6969z032r0m	14	26	the	the	DET
6969z032r0m	14	27	burden	burden	NOUN
6969z032r0m	14	28	of	of	ADP
6969z032r0m	14	29	these	these	DET
6969z032r0m	14	30	plasmodium	plasmodium	NOUN
6969z032r0m	14	31	spp	spp	PROPN
6969z032r0m	14	32	.	.	PROPN
6969z032r0m	14	33	may	may	AUX
6969z032r0m	14	34	be	be	AUX
6969z032r0m	14	35	underestimated	underestimate	VERB
6969z032r0m	14	36	in	in	ADP
6969z032r0m	14	37	a	a	DET
6969z032r0m	14	38	clinical	clinical	ADJ
6969z032r0m	14	39	setting.fifth	setting.fifth	NOUN
6969z032r0m	14	40	,	,	PUNCT
6969z032r0m	14	41	to	to	PART
6969z032r0m	14	42	demonstrate	demonstrate	VERB
6969z032r0m	14	43	how	how	SCONJ
6969z032r0m	14	44	mathematical	mathematical	ADJ
6969z032r0m	14	45	modeling	modeling	NOUN
6969z032r0m	14	46	can	can	AUX
6969z032r0m	14	47	help	help	VERB
6969z032r0m	14	48	to	to	PART
6969z032r0m	14	49	identify	identify	VERB
6969z032r0m	14	50	data	data	NOUN
6969z032r0m	14	51	needs	need	NOUN
6969z032r0m	14	52	moving	move	VERB
6969z032r0m	14	53	forward	forward	ADV
6969z032r0m	14	54	,	,	PUNCT
6969z032r0m	14	55	i	i	PRON
6969z032r0m	14	56	considered	consider	VERB
6969z032r0m	14	57	how	how	SCONJ
6969z032r0m	14	58	misdiagnosis	misdiagnosis	NOUN
6969z032r0m	14	59	may	may	AUX
6969z032r0m	14	60	cause	cause	VERB
6969z032r0m	14	61	us	we	PRON
6969z032r0m	14	62	to	to	PART
6969z032r0m	14	63	underestimate	underestimate	VERB
6969z032r0m	14	64	the	the	DET
6969z032r0m	14	65	transmission	transmission	NOUN
6969z032r0m	14	66	and	and	CCONJ
6969z032r0m	14	67	burden	burden	NOUN
6969z032r0m	14	68	of	of	ADP
6969z032r0m	14	69	emerging	emerge	VERB
6969z032r0m	14	70	infectious	infectious	ADJ
6969z032r0m	14	71	diseases	disease	NOUN
6969z032r0m	14	72	from	from	ADP
6969z032r0m	14	73	surveillance	surveillance	NOUN
6969z032r0m	14	74	data	datum	NOUN
6969z032r0m	14	75	.	.	PUNCT
6969z032r0m	15	1	using	use	VERB
6969z032r0m	15	2	p.	p.	NOUN
6969z032r0m	15	3	knowlesi	knowlesi	PROPN
6969z032r0m	15	4	as	as	ADP
6969z032r0m	15	5	a	a	DET
6969z032r0m	15	6	case	case	NOUN
6969z032r0m	15	7	study	study	NOUN
6969z032r0m	15	8	,	,	PUNCT
6969z032r0m	15	9	i	i	PRON
6969z032r0m	15	10	performed	perform	VERB
6969z032r0m	15	11	a	a	DET
6969z032r0m	15	12	theoretical	theoretical	ADJ
6969z032r0m	15	13	analysis	analysis	NOUN
6969z032r0m	15	14	using	use	VERB
6969z032r0m	15	15	a	a	DET
6969z032r0m	15	16	branching	branching	NOUN
6969z032r0m	15	17	process	process	NOUN
6969z032r0m	15	18	framework	framework	NOUN
6969z032r0m	15	19	and	and	CCONJ
6969z032r0m	15	20	realistic	realistic	ADJ
6969z032r0m	15	21	estimates	estimate	NOUN
6969z032r0m	15	22	of	of	ADP
6969z032r0m	15	23	misdiagnosis	misdiagnosis	NOUN
6969z032r0m	15	24	to	to	PART
6969z032r0m	15	25	show	show	VERB
6969z032r0m	15	26	that	that	SCONJ
6969z032r0m	15	27	the	the	DET
6969z032r0m	15	28	burden	burden	NOUN
6969z032r0m	15	29	and	and	CCONJ
6969z032r0m	15	30	transmission	transmission	NOUN
6969z032r0m	15	31	of	of	ADP
6969z032r0m	15	32	p.	p.	PROPN
6969z032r0m	15	33	knowlesi	knowlesi	NOUN
6969z032r0m	15	34	may	may	AUX
6969z032r0m	15	35	be	be	AUX
6969z032r0m	15	36	greater	great	ADJ
6969z032r0m	15	37	than	than	SCONJ
6969z032r0m	15	38	previously	previously	ADV
6969z032r0m	15	39	thought	think	VERB
6969z032r0m	15	40	.	.	PUNCT
6969z032r0m	16	1	these	these	DET
6969z032r0m	16	2	results	result	NOUN
6969z032r0m	16	3	underscore	underscore	VERB
6969z032r0m	16	4	the	the	DET
6969z032r0m	16	5	importance	importance	NOUN
6969z032r0m	16	6	of	of	ADP
6969z032r0m	16	7	evaluating	evaluate	VERB
6969z032r0m	16	8	the	the	DET
6969z032r0m	16	9	sensitivity	sensitivity	NOUN
6969z032r0m	16	10	of	of	ADP
6969z032r0m	16	11	diagnostics	diagnostic	NOUN
6969z032r0m	16	12	for	for	ADP
6969z032r0m	16	13	use	use	NOUN
6969z032r0m	16	14	in	in	ADP
6969z032r0m	16	15	surveillance	surveillance	NOUN
6969z032r0m	16	16	of	of	ADP
6969z032r0m	16	17	infectious	infectious	ADJ
6969z032r0m	16	18	diseases.in	diseases.in	NUM
6969z032r0m	16	19	conclusion	conclusion	NOUN
6969z032r0m	16	20	,	,	PUNCT
6969z032r0m	16	21	my	my	PRON
6969z032r0m	16	22	research	research	NOUN
6969z032r0m	16	23	demonstrates	demonstrate	VERB
6969z032r0m	16	24	how	how	SCONJ
6969z032r0m	16	25	the	the	DET
6969z032r0m	16	26	use	use	NOUN
6969z032r0m	16	27	of	of	ADP
6969z032r0m	16	28	mathematical	mathematical	ADJ
6969z032r0m	16	29	models	model	NOUN
6969z032r0m	16	30	alongside	alongside	ADP
6969z032r0m	16	31	routinely	routinely	ADV
6969z032r0m	16	32	collected	collect	VERB
6969z032r0m	16	33	data	datum	NOUN
6969z032r0m	16	34	can	can	AUX
6969z032r0m	16	35	provide	provide	VERB
6969z032r0m	16	36	greater	great	ADJ
6969z032r0m	16	37	insights	insight	NOUN
6969z032r0m	16	38	about	about	ADP
6969z032r0m	16	39	the	the	DET
6969z032r0m	16	40	transmission	transmission	NOUN
6969z032r0m	16	41	and	and	CCONJ
6969z032r0m	16	42	control	control	NOUN
6969z032r0m	16	43	of	of	ADP
6969z032r0m	16	44	malaria	malaria	NOUN
6969z032r0m	16	45	than	than	SCONJ
6969z032r0m	16	46	would	would	AUX
6969z032r0m	16	47	be	be	AUX
6969z032r0m	16	48	obtained	obtain	VERB
6969z032r0m	16	49	using	use	VERB
6969z032r0m	16	50	either	either	CCONJ
6969z032r0m	16	51	one	one	NOUN
6969z032r0m	16	52	alone	alone	ADV
6969z032r0m	16	53	.	.	PUNCT