id	sid	tid	token	lemma	pos
cord-296285-qiez6adj	1	1	key	key	JJ
cord-296285-qiez6adj	1	2	:	:	:
cord-296285-qiez6adj	1	3	cord-296285-qiez6adj	cord-296285-qiez6adj	VBN
cord-296285-qiez6adj	1	4	authors	author	NNS
cord-296285-qiez6adj	1	5	:	:	:
cord-296285-qiez6adj	1	6	Boudrioua	Boudrioua	NNP
cord-296285-qiez6adj	1	7	,	,	,
cord-296285-qiez6adj	1	8	M.	M.	NNP
cord-296285-qiez6adj	1	9	S.	S.	NNP
cord-296285-qiez6adj	1	10	;	;	:
cord-296285-qiez6adj	1	11	Boudrioua	Boudrioua	NNP
cord-296285-qiez6adj	1	12	,	,	,
cord-296285-qiez6adj	1	13	A.	a.	NN
cord-296285-qiez6adj	1	14	title	title	NN
cord-296285-qiez6adj	1	15	:	:	:
cord-296285-qiez6adj	1	16	Predicting	predict	VBG
cord-296285-qiez6adj	1	17	the	the	DT
cord-296285-qiez6adj	1	18	COVID-19	covid-19	JJ
cord-296285-qiez6adj	1	19	epidemic	epidemic	NN
cord-296285-qiez6adj	1	20	in	in	IN
cord-296285-qiez6adj	1	21	Algeria	Algeria	NNP
cord-296285-qiez6adj	1	22	using	use	VBG
cord-296285-qiez6adj	1	23	the	the	DT
cord-296285-qiez6adj	1	24	SIR	SIR	NNP
cord-296285-qiez6adj	1	25	model	model	NN
cord-296285-qiez6adj	1	26	date	date	NN
cord-296285-qiez6adj	1	27	:	:	:
cord-296285-qiez6adj	1	28	2020	2020	CD
cord-296285-qiez6adj	1	29	-	-	HYPH
cord-296285-qiez6adj	1	30	04	04	CD
cord-296285-qiez6adj	1	31	-	-	HYPH
cord-296285-qiez6adj	1	32	29	29	CD
cord-296285-qiez6adj	1	33	journal	journal	NN
cord-296285-qiez6adj	1	34	:	:	:
cord-296285-qiez6adj	2	1	nan	nan	NNP
cord-296285-qiez6adj	2	2	DOI	DOI	NNP
cord-296285-qiez6adj	2	3	:	:	:
cord-296285-qiez6adj	2	4	10.1101/2020.04.25.20079467	10.1101/2020.04.25.20079467	CD
cord-296285-qiez6adj	2	5	sha	sha	NNP
cord-296285-qiez6adj	2	6	:	:	:
cord-296285-qiez6adj	2	7	7f90c6f3c1e95dee62ba10ff233bb4734c0aa45a	7f90c6f3c1e95dee62ba10ff233bb4734c0aa45a	NNP
cord-296285-qiez6adj	2	8	doc_id	doc_id	CD
cord-296285-qiez6adj	2	9	:	:	:
cord-296285-qiez6adj	2	10	296285	296285	CD
cord-296285-qiez6adj	2	11	cord_uid	cord_uid	NNS
cord-296285-qiez6adj	2	12	:	:	:
cord-296285-qiez6adj	3	1	qiez6adj	qiez6adj	NNS
cord-296285-qiez6adj	4	1	The	the	DT
cord-296285-qiez6adj	4	2	aim	aim	NN
cord-296285-qiez6adj	4	3	of	of	IN
cord-296285-qiez6adj	4	4	this	this	DT
cord-296285-qiez6adj	4	5	study	study	NN
cord-296285-qiez6adj	4	6	is	be	VBZ
cord-296285-qiez6adj	4	7	to	to	TO
cord-296285-qiez6adj	4	8	predict	predict	VB
cord-296285-qiez6adj	4	9	the	the	DT
cord-296285-qiez6adj	4	10	daily	daily	JJ
cord-296285-qiez6adj	4	11	infected	infected	JJ
cord-296285-qiez6adj	4	12	cases	case	NNS
cord-296285-qiez6adj	4	13	with	with	IN
cord-296285-qiez6adj	4	14	Coronavirus	Coronavirus	NNP
cord-296285-qiez6adj	4	15	(	(	-LRB-
cord-296285-qiez6adj	4	16	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	4	17	)	)	-RRB-
cord-296285-qiez6adj	4	18	in	in	IN
cord-296285-qiez6adj	4	19	Algeria	Algeria	NNP
cord-296285-qiez6adj	4	20	.	.	.
cord-296285-qiez6adj	5	1	We	-PRON-	PRP
cord-296285-qiez6adj	5	2	apply	apply	VBP
cord-296285-qiez6adj	5	3	the	the	DT
cord-296285-qiez6adj	5	4	SIR	SIR	NNP
cord-296285-qiez6adj	5	5	model	model	NN
cord-296285-qiez6adj	5	6	on	on	IN
cord-296285-qiez6adj	5	7	data	datum	NNS
cord-296285-qiez6adj	5	8	from	from	IN
cord-296285-qiez6adj	5	9	25	25	CD
cord-296285-qiez6adj	5	10	February	February	NNP
cord-296285-qiez6adj	5	11	2020	2020	CD
cord-296285-qiez6adj	5	12	to	to	IN
cord-296285-qiez6adj	5	13	29	29	CD
cord-296285-qiez6adj	5	14	April	April	NNP
cord-296285-qiez6adj	5	15	2020	2020	CD
cord-296285-qiez6adj	5	16	for	for	IN
cord-296285-qiez6adj	5	17	the	the	DT
cord-296285-qiez6adj	5	18	prediction	prediction	NN
cord-296285-qiez6adj	5	19	.	.	.
cord-296285-qiez6adj	6	1	We	-PRON-	PRP
cord-296285-qiez6adj	6	2	estimate	estimate	VBP
cord-296285-qiez6adj	6	3	the	the	DT
cord-296285-qiez6adj	6	4	parameters	parameter	NNS
cord-296285-qiez6adj	6	5	of	of	IN
cord-296285-qiez6adj	6	6	our	-PRON-	PRP$
cord-296285-qiez6adj	6	7	model	model	NN
cord-296285-qiez6adj	6	8	by	by	IN
cord-296285-qiez6adj	6	9	minimizing	minimize	VBG
cord-296285-qiez6adj	6	10	the	the	DT
cord-296285-qiez6adj	6	11	negative	negative	JJ
cord-296285-qiez6adj	6	12	log	log	NN
cord-296285-qiez6adj	6	13	likelihood	likelihood	NN
cord-296285-qiez6adj	6	14	function	function	NN
cord-296285-qiez6adj	6	15	using	use	VBG
cord-296285-qiez6adj	6	16	the	the	DT
cord-296285-qiez6adj	6	17	Nelder-	Nelder-	NNP
cord-296285-qiez6adj	6	18	Mead	Mead	NNP
cord-296285-qiez6adj	6	19	method	method	NN
cord-296285-qiez6adj	6	20	.	.	.
cord-296285-qiez6adj	7	1	We	-PRON-	PRP
cord-296285-qiez6adj	7	2	found	find	VBD
cord-296285-qiez6adj	7	3	that	that	IN
cord-296285-qiez6adj	7	4	the	the	DT
cord-296285-qiez6adj	7	5	epidemic	epidemic	NN
cord-296285-qiez6adj	7	6	peak	peak	NN
cord-296285-qiez6adj	7	7	reach	reach	NN
cord-296285-qiez6adj	7	8	July	July	NNP
cord-296285-qiez6adj	7	9	month	month	NN
cord-296285-qiez6adj	7	10	and	and	CC
cord-296285-qiez6adj	7	11	the	the	DT
cord-296285-qiez6adj	7	12	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	7	13	disease	disease	NN
cord-296285-qiez6adj	7	14	will	will	MD
cord-296285-qiez6adj	7	15	disappear	disappear	VB
cord-296285-qiez6adj	7	16	in	in	IN
cord-296285-qiez6adj	7	17	the	the	DT
cord-296285-qiez6adj	7	18	month	month	NN
cord-296285-qiez6adj	7	19	of	of	IN
cord-296285-qiez6adj	7	20	October	October	NNP
cord-296285-qiez6adj	7	21	.	.	.
cord-296285-qiez6adj	8	1	We	-PRON-	PRP
cord-296285-qiez6adj	8	2	suggest	suggest	VBP
cord-296285-qiez6adj	8	3	that	that	IN
cord-296285-qiez6adj	8	4	Algerian	algerian	JJ
cord-296285-qiez6adj	8	5	authorities	authority	NNS
cord-296285-qiez6adj	8	6	need	need	VBP
cord-296285-qiez6adj	8	7	to	to	TO
cord-296285-qiez6adj	8	8	implement	implement	VB
cord-296285-qiez6adj	8	9	a	a	DT
cord-296285-qiez6adj	8	10	strict	strict	JJ
cord-296285-qiez6adj	8	11	containment	containment	NN
cord-296285-qiez6adj	8	12	strategy	strategy	NN
cord-296285-qiez6adj	8	13	over	over	IN
cord-296285-qiez6adj	8	14	a	a	DT
cord-296285-qiez6adj	8	15	long	long	JJ
cord-296285-qiez6adj	8	16	period	period	NN
cord-296285-qiez6adj	8	17	to	to	TO
cord-296285-qiez6adj	8	18	effectively	effectively	RB
cord-296285-qiez6adj	8	19	reduce	reduce	VB
cord-296285-qiez6adj	8	20	the	the	DT
cord-296285-qiez6adj	8	21	epidemic	epidemic	NN
cord-296285-qiez6adj	8	22	size	size	NN
cord-296285-qiez6adj	8	23	.	.	.
cord-296285-qiez6adj	9	1	2	2	LS
cord-296285-qiez6adj	10	1	Algeria	Algeria	NNP
cord-296285-qiez6adj	10	2	has	have	VBZ
cord-296285-qiez6adj	10	3	reported	report	VBN
cord-296285-qiez6adj	10	4	the	the	DT
cord-296285-qiez6adj	10	5	first	first	JJ
cord-296285-qiez6adj	10	6	case	case	NN
cord-296285-qiez6adj	10	7	of	of	IN
cord-296285-qiez6adj	10	8	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	10	9	on	on	IN
cord-296285-qiez6adj	10	10	25	25	CD
cord-296285-qiez6adj	10	11	February	February	NNP
cord-296285-qiez6adj	10	12	2020	2020	CD
cord-296285-qiez6adj	10	13	,	,	,
cord-296285-qiez6adj	10	14	in	in	IN
cord-296285-qiez6adj	10	15	Ouargla	Ouargla	NNP
cord-296285-qiez6adj	10	16	region	region	NN
cord-296285-qiez6adj	10	17	and	and	CC
cord-296285-qiez6adj	10	18	he	-PRON-	PRP
cord-296285-qiez6adj	10	19	was	be	VBD
cord-296285-qiez6adj	10	20	an	an	DT
cord-296285-qiez6adj	10	21	Italian	italian	JJ
cord-296285-qiez6adj	10	22	national	national	NN
cord-296285-qiez6adj	10	23	(	(	-LRB-
cord-296285-qiez6adj	10	24	HAMIDOUCHE	HAMIDOUCHE	NNP
cord-296285-qiez6adj	10	25	,	,	,
cord-296285-qiez6adj	10	26	2020	2020	CD
cord-296285-qiez6adj	10	27	;	;	:
cord-296285-qiez6adj	10	28	Algerian	Algerian	NNP
cord-296285-qiez6adj	10	29	Ministry	Ministry	NNP
cord-296285-qiez6adj	10	30	of	of	IN
cord-296285-qiez6adj	10	31	Health	Health	NNP
cord-296285-qiez6adj	10	32	2020	2020	CD
cord-296285-qiez6adj	10	33	)	)	-RRB-
cord-296285-qiez6adj	10	34	.	.	.
cord-296285-qiez6adj	11	1	Two	two	CD
cord-296285-qiez6adj	11	2	other	other	JJ
cord-296285-qiez6adj	11	3	cases	case	NNS
cord-296285-qiez6adj	11	4	were	be	VBD
cord-296285-qiez6adj	11	5	reported	report	VBN
cord-296285-qiez6adj	11	6	on	on	IN
cord-296285-qiez6adj	11	7	01	01	CD
cord-296285-qiez6adj	11	8	march	march	NNP
cord-296285-qiez6adj	11	9	2020	2020	CD
cord-296285-qiez6adj	11	10	in	in	IN
cord-296285-qiez6adj	11	11	Blida	Blida	NNP
cord-296285-qiez6adj	11	12	region	region	NN
cord-296285-qiez6adj	11	13	in	in	IN
cord-296285-qiez6adj	11	14	the	the	DT
cord-296285-qiez6adj	11	15	North	North	NNP
cord-296285-qiez6adj	11	16	of	of	IN
cord-296285-qiez6adj	11	17	Algeria	Algeria	NNP
cord-296285-qiez6adj	11	18	(	(	-LRB-
cord-296285-qiez6adj	11	19	HAMIDOUCHE	HAMIDOUCHE	NNP
cord-296285-qiez6adj	11	20	,	,	,
cord-296285-qiez6adj	11	21	2020	2020	CD
cord-296285-qiez6adj	11	22	;	;	:
cord-296285-qiez6adj	11	23	Algerian	Algerian	NNP
cord-296285-qiez6adj	11	24	Ministry	Ministry	NNP
cord-296285-qiez6adj	11	25	of	of	IN
cord-296285-qiez6adj	11	26	Health	Health	NNP
cord-296285-qiez6adj	11	27	2020).The	2020).The	NNP
cord-296285-qiez6adj	11	28	epidemic	epidemic	NN
cord-296285-qiez6adj	11	29	continues	continue	VBZ
cord-296285-qiez6adj	11	30	to	to	TO
cord-296285-qiez6adj	11	31	spread	spread	VB
cord-296285-qiez6adj	11	32	in	in	IN
cord-296285-qiez6adj	11	33	other	other	JJ
cord-296285-qiez6adj	11	34	regions	region	NNS
cord-296285-qiez6adj	11	35	of	of	IN
cord-296285-qiez6adj	11	36	the	the	DT
cord-296285-qiez6adj	11	37	country	country	NN
cord-296285-qiez6adj	11	38	.	.	.
cord-296285-qiez6adj	12	1	On	on	IN
cord-296285-qiez6adj	12	2	03	03	CD
cord-296285-qiez6adj	12	3	April	April	NNP
cord-296285-qiez6adj	12	4	2020	2020	CD
cord-296285-qiez6adj	12	5	,	,	,
cord-296285-qiez6adj	12	6	the	the	DT
cord-296285-qiez6adj	12	7	Algerian	algerian	JJ
cord-296285-qiez6adj	12	8	authorities	authority	NNS
cord-296285-qiez6adj	12	9	have	have	VBP
cord-296285-qiez6adj	12	10	declared	declare	VBN
cord-296285-qiez6adj	12	11	1171	1171	CD
cord-296285-qiez6adj	12	12	confirmed	confirm	VBN
cord-296285-qiez6adj	12	13	cases	case	NNS
cord-296285-qiez6adj	12	14	with	with	IN
cord-296285-qiez6adj	12	15	105	105	CD
cord-296285-qiez6adj	12	16	deaths	death	NNS
cord-296285-qiez6adj	12	17	cases	case	NNS
cord-296285-qiez6adj	12	18	(	(	-LRB-
cord-296285-qiez6adj	12	19	Algerian	Algerian	NNP
cord-296285-qiez6adj	12	20	Ministry	Ministry	NNP
cord-296285-qiez6adj	12	21	of	of	IN
cord-296285-qiez6adj	12	22	Health	Health	NNP
cord-296285-qiez6adj	12	23	,	,	,
cord-296285-qiez6adj	12	24	2020	2020	CD
cord-296285-qiez6adj	12	25	)	)	-RRB-
cord-296285-qiez6adj	12	26	.	.	.
cord-296285-qiez6adj	13	1	Various	various	JJ
cord-296285-qiez6adj	13	2	earlier	early	JJR
cord-296285-qiez6adj	13	3	studies	study	NNS
cord-296285-qiez6adj	13	4	have	have	VBP
cord-296285-qiez6adj	13	5	predicted	predict	VBN
cord-296285-qiez6adj	13	6	the	the	DT
cord-296285-qiez6adj	13	7	confirmed	confirm	VBN
cord-296285-qiez6adj	13	8	cases	case	NNS
cord-296285-qiez6adj	13	9	of	of	IN
cord-296285-qiez6adj	13	10	COVID-19	covid-19	JJ
cord-296285-qiez6adj	13	11	infection	infection	NN
cord-296285-qiez6adj	13	12	in	in	IN
cord-296285-qiez6adj	13	13	different	different	JJ
cord-296285-qiez6adj	13	14	countries	country	NNS
cord-296285-qiez6adj	13	15	.	.	.
cord-296285-qiez6adj	14	1	(	(	-LRB-
cord-296285-qiez6adj	14	2	Kuniya	Kuniya	NNP
cord-296285-qiez6adj	14	3	,	,	,
cord-296285-qiez6adj	14	4	2020	2020	CD
cord-296285-qiez6adj	14	5	)	)	-RRB-
cord-296285-qiez6adj	14	6	applied	apply	VBD
cord-296285-qiez6adj	14	7	the	the	DT
cord-296285-qiez6adj	14	8	well	well	RB
cord-296285-qiez6adj	14	9	-	-	HYPH
cord-296285-qiez6adj	14	10	known	know	VBN
cord-296285-qiez6adj	14	11	SEIR	SEIR	NNP
cord-296285-qiez6adj	14	12	compartmental	compartmental	JJ
cord-296285-qiez6adj	14	13	model	model	NN
cord-296285-qiez6adj	14	14	to	to	TO
cord-296285-qiez6adj	14	15	predict	predict	VB
cord-296285-qiez6adj	14	16	the	the	DT
cord-296285-qiez6adj	14	17	epidemic	epidemic	NN
cord-296285-qiez6adj	14	18	peak	peak	NN
cord-296285-qiez6adj	14	19	of	of	IN
cord-296285-qiez6adj	14	20	COVID-19	covid-19	JJ
cord-296285-qiez6adj	14	21	disease	disease	NN
cord-296285-qiez6adj	14	22	in	in	IN
cord-296285-qiez6adj	14	23	Japan	Japan	NNP
cord-296285-qiez6adj	14	24	.	.	.
cord-296285-qiez6adj	15	1	He	-PRON-	PRP
cord-296285-qiez6adj	15	2	used	use	VBD
cord-296285-qiez6adj	15	3	data	datum	NNS
cord-296285-qiez6adj	15	4	of	of	IN
cord-296285-qiez6adj	15	5	daily	daily	JJ
cord-296285-qiez6adj	15	6	reported	report	VBN
cord-296285-qiez6adj	15	7	cases	case	NNS
cord-296285-qiez6adj	15	8	of	of	IN
cord-296285-qiez6adj	15	9	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	15	10	,	,	,
cord-296285-qiez6adj	15	11	from15	from15	JJ
cord-296285-qiez6adj	15	12	January	January	NNP
cord-296285-qiez6adj	15	13	to	to	IN
cord-296285-qiez6adj	15	14	29	29	CD
cord-296285-qiez6adj	15	15	February	February	NNP
cord-296285-qiez6adj	15	16	2020	2020	CD
cord-296285-qiez6adj	15	17	.	.	.
cord-296285-qiez6adj	16	1	He	-PRON-	PRP
cord-296285-qiez6adj	16	2	founds	found	VBZ
cord-296285-qiez6adj	16	3	that	that	IN
cord-296285-qiez6adj	16	4	the	the	DT
cord-296285-qiez6adj	16	5	epidemic	epidemic	NN
cord-296285-qiez6adj	16	6	peak	peak	NN
cord-296285-qiez6adj	16	7	in	in	IN
cord-296285-qiez6adj	16	8	Japan	Japan	NNP
cord-296285-qiez6adj	16	9	could	could	MD
cord-296285-qiez6adj	16	10	possibly	possibly	RB
cord-296285-qiez6adj	16	11	reach	reach	VB
cord-296285-qiez6adj	16	12	the	the	DT
cord-296285-qiez6adj	16	13	early	early	JJ
cord-296285-qiez6adj	16	14	-	-	HYPH
cord-296285-qiez6adj	16	15	middle	middle	JJ
cord-296285-qiez6adj	16	16	summer	summer	NN
cord-296285-qiez6adj	16	17	.	.	.
cord-296285-qiez6adj	17	1	(	(	-LRB-
cord-296285-qiez6adj	17	2	Roosa	Roosa	NNP
cord-296285-qiez6adj	17	3	et	et	NNP
cord-296285-qiez6adj	17	4	al	al	NNP
cord-296285-qiez6adj	17	5	.	.	.
cord-296285-qiez6adj	18	1	b	b	LS
cord-296285-qiez6adj	18	2	,	,	,
cord-296285-qiez6adj	18	3	2020	2020	CD
cord-296285-qiez6adj	18	4	)	)	-RRB-
cord-296285-qiez6adj	18	5	forecast	forecast	VBD
cord-296285-qiez6adj	18	6	the	the	DT
cord-296285-qiez6adj	18	7	covid-19	covid-19	JJ
cord-296285-qiez6adj	18	8	epidemic	epidemic	NN
cord-296285-qiez6adj	18	9	in	in	IN
cord-296285-qiez6adj	18	10	China	China	NNP
cord-296285-qiez6adj	18	11	over	over	IN
cord-296285-qiez6adj	18	12	a	a	DT
cord-296285-qiez6adj	18	13	short	short	JJ
cord-296285-qiez6adj	18	14	-	-	HYPH
cord-296285-qiez6adj	18	15	term	term	NN
cord-296285-qiez6adj	18	16	period	period	NN
cord-296285-qiez6adj	18	17	using	use	VBG
cord-296285-qiez6adj	18	18	generalized	generalize	VBN
cord-296285-qiez6adj	18	19	logistic	logistic	JJ
cord-296285-qiez6adj	18	20	growth	growth	NN
cord-296285-qiez6adj	18	21	model	model	NN
cord-296285-qiez6adj	18	22	,	,	,
cord-296285-qiez6adj	18	23	the	the	DT
cord-296285-qiez6adj	18	24	Richards	Richards	NNP
cord-296285-qiez6adj	18	25	growth	growth	NN
cord-296285-qiez6adj	18	26	model	model	NN
cord-296285-qiez6adj	18	27	,	,	,
cord-296285-qiez6adj	18	28	and	and	CC
cord-296285-qiez6adj	18	29	a	a	DT
cord-296285-qiez6adj	18	30	sub	sub	JJ
cord-296285-qiez6adj	18	31	-	-	JJ
cord-296285-qiez6adj	18	32	epidemic	epidemic	JJ
cord-296285-qiez6adj	18	33	wave	wave	NN
cord-296285-qiez6adj	18	34	model	model	NN
cord-296285-qiez6adj	18	35	.	.	.
cord-296285-qiez6adj	19	1	They	-PRON-	PRP
cord-296285-qiez6adj	19	2	employed	employ	VBD
cord-296285-qiez6adj	19	3	data	datum	NNS
cord-296285-qiez6adj	19	4	of	of	IN
cord-296285-qiez6adj	19	5	cumulative	cumulative	JJ
cord-296285-qiez6adj	19	6	confirmed	confirm	VBN
cord-296285-qiez6adj	19	7	cases	case	NNS
cord-296285-qiez6adj	19	8	between	between	IN
cord-296285-qiez6adj	19	9	January	January	NNP
cord-296285-qiez6adj	19	10	22	22	CD
cord-296285-qiez6adj	19	11	,	,	,
cord-296285-qiez6adj	19	12	2020	2020	CD
cord-296285-qiez6adj	19	13	and	and	CC
cord-296285-qiez6adj	19	14	February	February	NNP
cord-296285-qiez6adj	19	15	9	9	CD
cord-296285-qiez6adj	19	16	,	,	,
cord-296285-qiez6adj	19	17	2020	2020	CD
cord-296285-qiez6adj	19	18	.	.	.
cord-296285-qiez6adj	20	1	They	-PRON-	PRP
cord-296285-qiez6adj	20	2	found	find	VBD
cord-296285-qiez6adj	20	3	that	that	IN
cord-296285-qiez6adj	20	4	the	the	DT
cord-296285-qiez6adj	20	5	epidemic	epidemic	NN
cord-296285-qiez6adj	20	6	has	have	VBZ
cord-296285-qiez6adj	20	7	reached	reach	VBN
cord-296285-qiez6adj	20	8	saturation	saturation	NN
cord-296285-qiez6adj	20	9	in	in	IN
cord-296285-qiez6adj	20	10	Hubei	Hubei	NNP
cord-296285-qiez6adj	20	11	and	and	CC
cord-296285-qiez6adj	20	12	other	other	JJ
cord-296285-qiez6adj	20	13	provinces	province	NNS
cord-296285-qiez6adj	20	14	of	of	IN
cord-296285-qiez6adj	20	15	China	China	NNP
cord-296285-qiez6adj	20	16	..	..	.
cord-296285-qiez6adj	21	1	(	(	-LRB-
cord-296285-qiez6adj	21	2	Hamidouche	Hamidouche	NNP
cord-296285-qiez6adj	21	3	,	,	,
cord-296285-qiez6adj	21	4	2020	2020	CD
cord-296285-qiez6adj	21	5	)	)	-RRB-
cord-296285-qiez6adj	21	6	introduce	introduce	VBP
cord-296285-qiez6adj	21	7	the	the	DT
cord-296285-qiez6adj	21	8	Alg	Alg	NNP
cord-296285-qiez6adj	21	9	-	-	HYPH
cord-296285-qiez6adj	21	10	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	21	11	Model	Model	NNP
cord-296285-qiez6adj	21	12	to	to	TO
cord-296285-qiez6adj	21	13	predict	predict	VB
cord-296285-qiez6adj	21	14	cumulative	cumulative	JJ
cord-296285-qiez6adj	21	15	cases	case	NNS
cord-296285-qiez6adj	21	16	of	of	IN
cord-296285-qiez6adj	21	17	COVID-19	covid-19	CD
cord-296285-qiez6adj	21	18	in	in	IN
cord-296285-qiez6adj	21	19	Algeria	Algeria	NNP
cord-296285-qiez6adj	21	20	..	..	.
cord-296285-qiez6adj	22	1	This	this	DT
cord-296285-qiez6adj	22	2	model	model	NN
cord-296285-qiez6adj	22	3	allows	allow	VBZ
cord-296285-qiez6adj	22	4	predicting	predict	VBG
cord-296285-qiez6adj	22	5	the	the	DT
cord-296285-qiez6adj	22	6	incidence	incidence	NN
cord-296285-qiez6adj	22	7	and	and	CC
cord-296285-qiez6adj	22	8	the	the	DT
cord-296285-qiez6adj	22	9	reproduction	reproduction	NN
cord-296285-qiez6adj	22	10	number	number	NN
cord-296285-qiez6adj	22	11	R0	R0	NNP
cord-296285-qiez6adj	22	12	in	in	IN
cord-296285-qiez6adj	22	13	the	the	DT
cord-296285-qiez6adj	22	14	coming	come	VBG
cord-296285-qiez6adj	22	15	months	month	NNS
cord-296285-qiez6adj	22	16	.	.	.
cord-296285-qiez6adj	23	1	(	(	-LRB-
cord-296285-qiez6adj	23	2	Hamidouche	Hamidouche	NNP
cord-296285-qiez6adj	23	3	,	,	,
cord-296285-qiez6adj	23	4	2020	2020	CD
cord-296285-qiez6adj	23	5	)	)	-RRB-
cord-296285-qiez6adj	23	6	.	.	.
cord-296285-qiez6adj	24	1	According	accord	VBG
cord-296285-qiez6adj	24	2	to	to	IN
cord-296285-qiez6adj	24	3	his	-PRON-	PRP$
cord-296285-qiez6adj	24	4	results	result	NNS
cord-296285-qiez6adj	24	5	,	,	,
cord-296285-qiez6adj	24	6	the	the	DT
cord-296285-qiez6adj	24	7	number	number	NN
cord-296285-qiez6adj	24	8	of	of	IN
cord-296285-qiez6adj	24	9	infected	infected	JJ
cord-296285-qiez6adj	24	10	cases	case	NNS
cord-296285-qiez6adj	24	11	in	in	IN
cord-296285-qiez6adj	24	12	Algeria	Algeria	NNP
cord-296285-qiez6adj	24	13	will	will	MD
cord-296285-qiez6adj	24	14	exceed	exceed	VB
cord-296285-qiez6adj	24	15	5000	5000	CD
cord-296285-qiez6adj	24	16	on	on	IN
cord-296285-qiez6adj	24	17	April	April	NNP
cord-296285-qiez6adj	24	18	7	7	CD
cord-296285-qiez6adj	24	19	th	th	XX
cord-296285-qiez6adj	24	20	,	,	,
cord-296285-qiez6adj	24	21	2020	2020	CD
cord-296285-qiez6adj	24	22	and	and	CC
cord-296285-qiez6adj	24	23	it	-PRON-	PRP
cord-296285-qiez6adj	24	24	will	will	MD
cord-296285-qiez6adj	24	25	double	double	VB
cord-296285-qiez6adj	24	26	to	to	IN
cord-296285-qiez6adj	24	27	10000	10000	CD
cord-296285-qiez6adj	24	28	on	on	IN
cord-296285-qiez6adj	24	29	April	April	NNP
cord-296285-qiez6adj	24	30	11	11	CD
cord-296285-qiez6adj	24	31	th	th	XX
cord-296285-qiez6adj	24	32	,	,	,
cord-296285-qiez6adj	24	33	2020	2020	CD
cord-296285-qiez6adj	24	34	.	.	.
cord-296285-qiez6adj	25	1	(	(	-LRB-
cord-296285-qiez6adj	25	2	Hamidouche	Hamidouche	NNP
cord-296285-qiez6adj	25	3	,	,	,
cord-296285-qiez6adj	25	4	2020	2020	CD
cord-296285-qiez6adj	25	5	)	)	-RRB-
cord-296285-qiez6adj	25	6	.	.	.
cord-296285-qiez6adj	26	1	This	this	DT
cord-296285-qiez6adj	26	2	study	study	NN
cord-296285-qiez6adj	26	3	applies	apply	VBZ
cord-296285-qiez6adj	26	4	the	the	DT
cord-296285-qiez6adj	26	5	Susceptible	susceptible	JJ
cord-296285-qiez6adj	26	6	-	-	HYPH
cord-296285-qiez6adj	26	7	Infected	Infected	NNP
cord-296285-qiez6adj	26	8	-	-	HYPH
cord-296285-qiez6adj	26	9	Recovered	recovered	JJ
cord-296285-qiez6adj	26	10	(	(	-LRB-
cord-296285-qiez6adj	26	11	SIR	SIR	NNP
cord-296285-qiez6adj	26	12	)	)	-RRB-
cord-296285-qiez6adj	26	13	model	model	NN
cord-296285-qiez6adj	26	14	without	without	IN
cord-296285-qiez6adj	26	15	demographics	demographic	NNS
cord-296285-qiez6adj	26	16	(	(	-LRB-
cord-296285-qiez6adj	26	17	no	no	DT
cord-296285-qiez6adj	26	18	births	birth	NNS
cord-296285-qiez6adj	26	19	,	,	,
cord-296285-qiez6adj	26	20	deaths	death	NNS
cord-296285-qiez6adj	26	21	,	,	,
cord-296285-qiez6adj	26	22	or	or	CC
cord-296285-qiez6adj	26	23	migration	migration	NN
cord-296285-qiez6adj	26	24	)	)	-RRB-
cord-296285-qiez6adj	27	1	(	(	-LRB-
cord-296285-qiez6adj	27	2	Kermack	Kermack	NNP
cord-296285-qiez6adj	27	3	and	and	CC
cord-296285-qiez6adj	27	4	McKendrick	McKendrick	NNP
cord-296285-qiez6adj	27	5	,	,	,
cord-296285-qiez6adj	27	6	1927	1927	CD
cord-296285-qiez6adj	27	7	;	;	:
cord-296285-qiez6adj	27	8	Dietz	Dietz	NNP
cord-296285-qiez6adj	27	9	1967	1967	CD
cord-296285-qiez6adj	27	10	;	;	:
cord-296285-qiez6adj	27	11	Keeling	Keeling	NNP
cord-296285-qiez6adj	27	12	and	and	CC
cord-296285-qiez6adj	27	13	Rohani	Rohani	NNP
cord-296285-qiez6adj	27	14	,	,	,
cord-296285-qiez6adj	27	15	2008	2008	CD
cord-296285-qiez6adj	27	16	)	)	-RRB-
cord-296285-qiez6adj	27	17	to	to	TO
cord-296285-qiez6adj	27	18	predict	predict	VB
cord-296285-qiez6adj	27	19	the	the	DT
cord-296285-qiez6adj	27	20	daily	daily	NN
cord-296285-qiez6adj	27	21	confirmed	confirm	VBN
cord-296285-qiez6adj	27	22	cases	case	NNS
cord-296285-qiez6adj	27	23	of	of	IN
cord-296285-qiez6adj	27	24	COVID-19	covid-19	JJ
cord-296285-qiez6adj	27	25	infection	infection	NN
cord-296285-qiez6adj	27	26	in	in	IN
cord-296285-qiez6adj	27	27	Algeria	Algeria	NNP
cord-296285-qiez6adj	27	28	.	.	.
cord-296285-qiez6adj	28	1	We	-PRON-	PRP
cord-296285-qiez6adj	28	2	use	use	VBP
cord-296285-qiez6adj	28	3	data	datum	NNS
cord-296285-qiez6adj	28	4	of	of	IN
cord-296285-qiez6adj	28	5	reported	report	VBN
cord-296285-qiez6adj	28	6	cases	case	NNS
cord-296285-qiez6adj	28	7	between	between	IN
cord-296285-qiez6adj	28	8	February	February	NNP
cord-296285-qiez6adj	28	9	25	25	CD
cord-296285-qiez6adj	28	10	,	,	,
cord-296285-qiez6adj	28	11	2020	2020	CD
cord-296285-qiez6adj	28	12	and	and	CC
cord-296285-qiez6adj	28	13	April	April	NNP
cord-296285-qiez6adj	28	14	17	17	CD
cord-296285-qiez6adj	28	15	,	,	,
cord-296285-qiez6adj	28	16	2020	2020	CD
cord-296285-qiez6adj	28	17	.	.	.
cord-296285-qiez6adj	29	1	We	-PRON-	PRP
cord-296285-qiez6adj	29	2	predict	predict	VBP
cord-296285-qiez6adj	29	3	the	the	DT
cord-296285-qiez6adj	29	4	epidemic	epidemic	NN
cord-296285-qiez6adj	29	5	peak	peak	NN
cord-296285-qiez6adj	29	6	and	and	CC
cord-296285-qiez6adj	29	7	the	the	DT
cord-296285-qiez6adj	29	8	end	end	NN
cord-296285-qiez6adj	29	9	-	-	HYPH
cord-296285-qiez6adj	29	10	date	date	NN
cord-296285-qiez6adj	29	11	of	of	IN
cord-296285-qiez6adj	29	12	this	this	DT
cord-296285-qiez6adj	29	13	disease	disease	NN
cord-296285-qiez6adj	29	14	.	.	.
cord-296285-qiez6adj	30	1	These	these	DT
cord-296285-qiez6adj	30	2	results	result	NNS
cord-296285-qiez6adj	30	3	could	could	MD
cord-296285-qiez6adj	30	4	be	be	VB
cord-296285-qiez6adj	30	5	helpful	helpful	JJ
cord-296285-qiez6adj	30	6	for	for	IN
cord-296285-qiez6adj	30	7	decision	decision	NN
cord-296285-qiez6adj	30	8	makers	maker	NNS
cord-296285-qiez6adj	30	9	in	in	IN
cord-296285-qiez6adj	30	10	Algeria	Algeria	NNP
cord-296285-qiez6adj	30	11	to	to	TO
cord-296285-qiez6adj	30	12	implement	implement	VB
cord-296285-qiez6adj	30	13	their	-PRON-	PRP$
cord-296285-qiez6adj	30	14	strategies	strategy	NNS
cord-296285-qiez6adj	30	15	.	.	.
cord-296285-qiez6adj	31	1	1	1	LS
cord-296285-qiez6adj	31	2	)	)	-RRB-
cord-296285-qiez6adj	31	3	Model	model	NN
cord-296285-qiez6adj	31	4	:	:	:
cord-296285-qiez6adj	31	5	.	.	.
cord-296285-qiez6adj	32	1	CC	CC	NNP
cord-296285-qiez6adj	32	2	-	-	HYPH
cord-296285-qiez6adj	32	3	BY	BY	NNP
cord-296285-qiez6adj	32	4	-	-	HYPH
cord-296285-qiez6adj	32	5	NC	NC	NNP
cord-296285-qiez6adj	32	6	-	-	HYPH
cord-296285-qiez6adj	32	7	ND	ND	NNP
cord-296285-qiez6adj	32	8	4.0	4.0	CD
cord-296285-qiez6adj	32	9	International	international	JJ
cord-296285-qiez6adj	32	10	license	license	NN
cord-296285-qiez6adj	33	1	It	-PRON-	PRP
cord-296285-qiez6adj	33	2	is	be	VBZ
cord-296285-qiez6adj	33	3	made	make	VBN
cord-296285-qiez6adj	33	4	available	available	JJ
cord-296285-qiez6adj	33	5	under	under	IN
cord-296285-qiez6adj	33	6	a	a	DT
cord-296285-qiez6adj	34	1	is	be	VBZ
cord-296285-qiez6adj	34	2	the	the	DT
cord-296285-qiez6adj	34	3	author	author	NN
cord-296285-qiez6adj	34	4	/	/	SYM
cord-296285-qiez6adj	34	5	funder	funder	NN
cord-296285-qiez6adj	34	6	,	,	,
cord-296285-qiez6adj	34	7	who	who	WP
cord-296285-qiez6adj	34	8	has	have	VBZ
cord-296285-qiez6adj	34	9	granted	grant	VBN
cord-296285-qiez6adj	34	10	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	34	11	a	a	DT
cord-296285-qiez6adj	34	12	license	license	NN
cord-296285-qiez6adj	34	13	to	to	TO
cord-296285-qiez6adj	34	14	display	display	VB
cord-296285-qiez6adj	34	15	the	the	DT
cord-296285-qiez6adj	34	16	preprint	preprint	NN
cord-296285-qiez6adj	34	17	in	in	IN
cord-296285-qiez6adj	34	18	perpetuity	perpetuity	NN
cord-296285-qiez6adj	34	19	.	.	.
cord-296285-qiez6adj	35	1	(	(	-LRB-
cord-296285-qiez6adj	35	2	which	which	WDT
cord-296285-qiez6adj	35	3	was	be	VBD
cord-296285-qiez6adj	35	4	not	not	RB
cord-296285-qiez6adj	35	5	certified	certify	VBN
cord-296285-qiez6adj	35	6	by	by	IN
cord-296285-qiez6adj	35	7	peer	peer	NN
cord-296285-qiez6adj	35	8	review	review	NN
cord-296285-qiez6adj	35	9	)	)	-RRB-
cord-296285-qiez6adj	36	1	The	the	DT
cord-296285-qiez6adj	36	2	copyright	copyright	NN
cord-296285-qiez6adj	36	3	holder	holder	NN
cord-296285-qiez6adj	36	4	for	for	IN
cord-296285-qiez6adj	36	5	this	this	DT
cord-296285-qiez6adj	36	6	preprint	preprint	NN
cord-296285-qiez6adj	36	7	this	this	DT
cord-296285-qiez6adj	36	8	version	version	NN
cord-296285-qiez6adj	36	9	posted	post	VBN
cord-296285-qiez6adj	36	10	April	April	NNP
cord-296285-qiez6adj	36	11	29	29	CD
cord-296285-qiez6adj	36	12	,	,	,
cord-296285-qiez6adj	36	13	2020	2020	CD
cord-296285-qiez6adj	36	14	.	.	.
cord-296285-qiez6adj	36	15	.	.	.
cord-296285-qiez6adj	37	1	The	the	DT
cord-296285-qiez6adj	37	2	SIR	SIR	NNP
cord-296285-qiez6adj	37	3	model	model	NN
cord-296285-qiez6adj	37	4	without	without	IN
cord-296285-qiez6adj	37	5	demographics	demographic	NNS
cord-296285-qiez6adj	37	6	is	be	VBZ
cord-296285-qiez6adj	37	7	given	give	VBN
cord-296285-qiez6adj	37	8	by	by	IN
cord-296285-qiez6adj	37	9	the	the	DT
cord-296285-qiez6adj	37	10	following	following	JJ
cord-296285-qiez6adj	37	11	non	non	JJ
cord-296285-qiez6adj	37	12	linear	linear	JJ
cord-296285-qiez6adj	37	13	system	system	NN
cord-296285-qiez6adj	37	14	of	of	IN
cord-296285-qiez6adj	37	15	ordinary	ordinary	JJ
cord-296285-qiez6adj	37	16	differential	differential	JJ
cord-296285-qiez6adj	37	17	equation	equation	NN
cord-296285-qiez6adj	37	18	(	(	-LRB-
cord-296285-qiez6adj	37	19	Kermack	Kermack	NNP
cord-296285-qiez6adj	37	20	and	and	CC
cord-296285-qiez6adj	37	21	McKendrick	McKendrick	NNP
cord-296285-qiez6adj	37	22	1927	1927	CD
cord-296285-qiez6adj	37	23	,	,	,
cord-296285-qiez6adj	37	24	Keeling	Keeling	NNP
cord-296285-qiez6adj	37	25	and	and	CC
cord-296285-qiez6adj	37	26	Rohani	Rohani	NNP
cord-296285-qiez6adj	37	27	,	,	,
cord-296285-qiez6adj	37	28	2008	2008	CD
cord-296285-qiez6adj	37	29	,	,	,
cord-296285-qiez6adj	37	30	Harko	Harko	NNP
cord-296285-qiez6adj	37	31	,	,	,
cord-296285-qiez6adj	37	32	2014	2014	CD
cord-296285-qiez6adj	37	33	:	:	:
cord-296285-qiez6adj	38	1	The	the	DT
cord-296285-qiez6adj	38	2	function	function	NN
cord-296285-qiez6adj	38	3	(	(	-LRB-
cord-296285-qiez6adj	38	4	t	t	NN
cord-296285-qiez6adj	38	5	)	)	-RRB-
cord-296285-qiez6adj	38	6	S	S	NNP
cord-296285-qiez6adj	38	7	represents	represent	VBZ
cord-296285-qiez6adj	38	8	the	the	DT
cord-296285-qiez6adj	38	9	number	number	NN
cord-296285-qiez6adj	38	10	of	of	IN
cord-296285-qiez6adj	38	11	susceptible	susceptible	JJ
cord-296285-qiez6adj	38	12	cases	case	NNS
cord-296285-qiez6adj	38	13	at	at	IN
cord-296285-qiez6adj	38	14	time	time	NN
cord-296285-qiez6adj	38	15	t	t	NNP
cord-296285-qiez6adj	38	16	.The	.The	.
cord-296285-qiez6adj	38	17	function	function	NN
cord-296285-qiez6adj	39	1	(	(	-LRB-
cord-296285-qiez6adj	39	2	t	t	NN
cord-296285-qiez6adj	39	3	)	)	-RRB-
cord-296285-qiez6adj	39	4	I	-PRON-	PRP
cord-296285-qiez6adj	39	5	represents	represent	VBZ
cord-296285-qiez6adj	39	6	the	the	DT
cord-296285-qiez6adj	39	7	number	number	NN
cord-296285-qiez6adj	39	8	of	of	IN
cord-296285-qiez6adj	39	9	infected	infected	JJ
cord-296285-qiez6adj	39	10	cases	case	NNS
cord-296285-qiez6adj	39	11	at	at	IN
cord-296285-qiez6adj	39	12	time	time	NN
cord-296285-qiez6adj	39	13	t	t	NN
cord-296285-qiez6adj	39	14	,	,	,
cord-296285-qiez6adj	39	15	and	and	CC
cord-296285-qiez6adj	40	1	the	the	DT
cord-296285-qiez6adj	40	2	function	function	NN
cord-296285-qiez6adj	40	3	(	(	-LRB-
cord-296285-qiez6adj	40	4	t	t	NN
cord-296285-qiez6adj	40	5	)	)	-RRB-
cord-296285-qiez6adj	40	6	R	r	NN
cord-296285-qiez6adj	40	7	is	be	VBZ
cord-296285-qiez6adj	40	8	the	the	DT
cord-296285-qiez6adj	40	9	compartment	compartment	NN
cord-296285-qiez6adj	40	10	of	of	IN
cord-296285-qiez6adj	40	11	recovered	recovered	JJ
cord-296285-qiez6adj	40	12	cases	case	NNS
cord-296285-qiez6adj	40	13	from	from	IN
cord-296285-qiez6adj	40	14	the	the	DT
cord-296285-qiez6adj	40	15	disease	disease	NN
cord-296285-qiez6adj	40	16	.	.	.
cord-296285-qiez6adj	41	1	The	the	DT
cord-296285-qiez6adj	41	2	parameters	parameter	NNS
cord-296285-qiez6adj	41	3			VBP
cord-296285-qiez6adj	41	4	and	and	CC
cord-296285-qiez6adj	41	5	γ	γ	NN
cord-296285-qiez6adj	41	6	are	be	VBP
cord-296285-qiez6adj	41	7	called	call	VBN
cord-296285-qiez6adj	41	8	the	the	DT
cord-296285-qiez6adj	41	9	contact	contact	NN
cord-296285-qiez6adj	41	10	rate	rate	NN
cord-296285-qiez6adj	41	11	and	and	CC
cord-296285-qiez6adj	41	12	the	the	DT
cord-296285-qiez6adj	41	13	recovery	recovery	NN
cord-296285-qiez6adj	41	14	rate	rate	NN
cord-296285-qiez6adj	41	15	,	,	,
cord-296285-qiez6adj	41	16	respectively	respectively	RB
cord-296285-qiez6adj	41	17	.	.	.
cord-296285-qiez6adj	42	1	The	the	DT
cord-296285-qiez6adj	42	2	initial	initial	JJ
cord-296285-qiez6adj	42	3	condition	condition	NN
cord-296285-qiez6adj	42	4	of	of	IN
cord-296285-qiez6adj	42	5	this	this	DT
cord-296285-qiez6adj	43	1	The	the	DT
cord-296285-qiez6adj	43	2	model	model	NN
cord-296285-qiez6adj	43	3	can	can	MD
cord-296285-qiez6adj	43	4	be	be	VB
cord-296285-qiez6adj	43	5	written	write	VBN
cord-296285-qiez6adj	43	6	also	also	RB
cord-296285-qiez6adj	43	7	as	as	IN
cord-296285-qiez6adj	43	8	follows	follow	VBZ
cord-296285-qiez6adj	43	9	:	:	:
cord-296285-qiez6adj	44	1	The	the	DT
cord-296285-qiez6adj	44	2	basic	basic	JJ
cord-296285-qiez6adj	44	3	reproductive	reproductive	JJ
cord-296285-qiez6adj	44	4	ratio	ratio	NN
cord-296285-qiez6adj	44	5	0	0	CD
cord-296285-qiez6adj	44	6	0	0	CD
cord-296285-qiez6adj	44	7	R	r	NN
cord-296285-qiez6adj	44	8			NNPS
cord-296285-qiez6adj	44	9	is	be	VBZ
cord-296285-qiez6adj	44	10	'	'	``
cord-296285-qiez6adj	44	11	'	'	''
cord-296285-qiez6adj	44	12	the	the	DT
cord-296285-qiez6adj	44	13	average	average	JJ
cord-296285-qiez6adj	44	14	number	number	NN
cord-296285-qiez6adj	44	15	of	of	IN
cord-296285-qiez6adj	44	16	secondary	secondary	JJ
cord-296285-qiez6adj	44	17	cases	case	NNS
cord-296285-qiez6adj	44	18	arising	arise	VBG
cord-296285-qiez6adj	44	19	from	from	IN
cord-296285-qiez6adj	44	20	an	an	DT
cord-296285-qiez6adj	44	21	average	average	JJ
cord-296285-qiez6adj	44	22	primary	primary	JJ
cord-296285-qiez6adj	44	23	case	case	NN
cord-296285-qiez6adj	44	24	in	in	IN
cord-296285-qiez6adj	44	25	an	an	DT
cord-296285-qiez6adj	44	26	entirely	entirely	RB
cord-296285-qiez6adj	44	27	susceptible	susceptible	JJ
cord-296285-qiez6adj	44	28	population	population	NN
cord-296285-qiez6adj	44	29	,	,	,
cord-296285-qiez6adj	44	30	and	and	CC
cord-296285-qiez6adj	44	31	it	-PRON-	PRP
cord-296285-qiez6adj	44	32	's	be	VBZ
cord-296285-qiez6adj	44	33	given	give	VBN
cord-296285-qiez6adj	44	34	by	by	IN
cord-296285-qiez6adj	44	35	β	β	NN
cord-296285-qiez6adj	44	36	/	/	SYM
cord-296285-qiez6adj	44	37	γ	γ	NNP
cord-296285-qiez6adj	44	38	'	'	''
cord-296285-qiez6adj	44	39	'	'	''
cord-296285-qiez6adj	45	1	(	(	-LRB-
cord-296285-qiez6adj	45	2	Keeling	Keeling	NNP
cord-296285-qiez6adj	45	3	and	and	CC
cord-296285-qiez6adj	45	4	Rohani	Rohani	NNP
cord-296285-qiez6adj	45	5	,	,	,
cord-296285-qiez6adj	45	6	2008	2008	CD
cord-296285-qiez6adj	45	7	)	)	-RRB-
cord-296285-qiez6adj	45	8	.	.	.
cord-296285-qiez6adj	46	1	We	-PRON-	PRP
cord-296285-qiez6adj	46	2	integrate	integrate	VBP
cord-296285-qiez6adj	46	3	numerically	numerically	RB
cord-296285-qiez6adj	46	4	our	-PRON-	PRP$
cord-296285-qiez6adj	46	5	non	non	JJ
cord-296285-qiez6adj	46	6	-	-	JJ
cord-296285-qiez6adj	46	7	linear	linear	JJ
cord-296285-qiez6adj	46	8	system	system	NN
cord-296285-qiez6adj	46	9	using	use	VBG
cord-296285-qiez6adj	46	10	the	the	DT
cord-296285-qiez6adj	46	11	Livermore	Livermore	NNP
cord-296285-qiez6adj	46	12	Solver	Solver	NNP
cord-296285-qiez6adj	46	13	for	for	IN
cord-296285-qiez6adj	46	14	Ordinary	Ordinary	NNP
cord-296285-qiez6adj	46	15	Differential	Differential	NNP
cord-296285-qiez6adj	46	16	Equations	Equations	NNPS
cord-296285-qiez6adj	46	17	(	(	-LRB-
cord-296285-qiez6adj	46	18	LSODA	LSODA	NNP
cord-296285-qiez6adj	46	19	)	)	-RRB-
cord-296285-qiez6adj	46	20	algorithm	algorithm	NN
cord-296285-qiez6adj	46	21	(	(	-LRB-
cord-296285-qiez6adj	46	22	Hindmarsh	Hindmarsh	NNP
cord-296285-qiez6adj	46	23	,	,	,
cord-296285-qiez6adj	46	24	1983	1983	CD
cord-296285-qiez6adj	46	25	;	;	:
cord-296285-qiez6adj	46	26	Petzold	Petzold	NNP
cord-296285-qiez6adj	46	27	,	,	,
cord-296285-qiez6adj	46	28	,	,	,
cord-296285-qiez6adj	46	29	1983	1983	CD
cord-296285-qiez6adj	46	30	)	)	-RRB-
cord-296285-qiez6adj	46	31	.This	.This	.
cord-296285-qiez6adj	47	1	algorithm	algorithm	NN
cord-296285-qiez6adj	47	2	handle	handle	VBP
cord-296285-qiez6adj	47	3	stiff	stiff	JJ
cord-296285-qiez6adj	47	4	and	and	CC
cord-296285-qiez6adj	47	5	non	non	JJ
cord-296285-qiez6adj	47	6	stiff	stiff	JJ
cord-296285-qiez6adj	47	7	systems	system	NNS
cord-296285-qiez6adj	47	8	of	of	IN
cord-296285-qiez6adj	47	9	size	size	NN
cord-296285-qiez6adj	47	10	.	.	.
cord-296285-qiez6adj	48	1	It	-PRON-	PRP
cord-296285-qiez6adj	48	2	has	have	VBZ
cord-296285-qiez6adj	48	3	an	an	DT
cord-296285-qiez6adj	48	4	automatic	automatic	JJ
cord-296285-qiez6adj	48	5	method	method	NN
cord-296285-qiez6adj	48	6	selection	selection	NN
cord-296285-qiez6adj	48	7	where	where	WRB
cord-296285-qiez6adj	48	8	it	-PRON-	PRP
cord-296285-qiez6adj	48	9	uses	use	VBZ
cord-296285-qiez6adj	48	10	Adams	Adams	NNP
cord-296285-qiez6adj	48	11	methods	method	NNS
cord-296285-qiez6adj	48	12	with	with	IN
cord-296285-qiez6adj	48	13	.	.	.
cord-296285-qiez6adj	49	1	CC	CC	NNP
cord-296285-qiez6adj	49	2	-	-	HYPH
cord-296285-qiez6adj	49	3	BY	BY	NNP
cord-296285-qiez6adj	49	4	-	-	HYPH
cord-296285-qiez6adj	49	5	NC	NC	NNP
cord-296285-qiez6adj	49	6	-	-	HYPH
cord-296285-qiez6adj	49	7	ND	ND	NNP
cord-296285-qiez6adj	49	8	4.0	4.0	CD
cord-296285-qiez6adj	49	9	International	international	JJ
cord-296285-qiez6adj	49	10	license	license	NN
cord-296285-qiez6adj	50	1	It	-PRON-	PRP
cord-296285-qiez6adj	50	2	is	be	VBZ
cord-296285-qiez6adj	50	3	made	make	VBN
cord-296285-qiez6adj	50	4	available	available	JJ
cord-296285-qiez6adj	50	5	under	under	IN
cord-296285-qiez6adj	50	6	a	a	DT
cord-296285-qiez6adj	51	1	is	be	VBZ
cord-296285-qiez6adj	51	2	the	the	DT
cord-296285-qiez6adj	51	3	author	author	NN
cord-296285-qiez6adj	51	4	/	/	SYM
cord-296285-qiez6adj	51	5	funder	funder	NN
cord-296285-qiez6adj	51	6	,	,	,
cord-296285-qiez6adj	51	7	who	who	WP
cord-296285-qiez6adj	51	8	has	have	VBZ
cord-296285-qiez6adj	51	9	granted	grant	VBN
cord-296285-qiez6adj	51	10	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	51	11	a	a	DT
cord-296285-qiez6adj	51	12	license	license	NN
cord-296285-qiez6adj	51	13	to	to	TO
cord-296285-qiez6adj	51	14	display	display	VB
cord-296285-qiez6adj	51	15	the	the	DT
cord-296285-qiez6adj	51	16	preprint	preprint	NN
cord-296285-qiez6adj	51	17	in	in	IN
cord-296285-qiez6adj	51	18	perpetuity	perpetuity	NN
cord-296285-qiez6adj	51	19	.	.	.
cord-296285-qiez6adj	52	1	The	the	DT
cord-296285-qiez6adj	52	2	copyright	copyright	NN
cord-296285-qiez6adj	52	3	holder	holder	NN
cord-296285-qiez6adj	52	4	for	for	IN
cord-296285-qiez6adj	52	5	this	this	DT
cord-296285-qiez6adj	52	6	preprint	preprint	NN
cord-296285-qiez6adj	52	7	this	this	DT
cord-296285-qiez6adj	52	8	version	version	NN
cord-296285-qiez6adj	52	9	posted	post	VBN
cord-296285-qiez6adj	52	10	April	April	NNP
cord-296285-qiez6adj	52	11	29	29	CD
cord-296285-qiez6adj	52	12	,	,	,
cord-296285-qiez6adj	52	13	2020	2020	CD
cord-296285-qiez6adj	52	14	.	.	.
cord-296285-qiez6adj	52	15	.	.	.
cord-296285-qiez6adj	53	1	the	the	DT
cord-296285-qiez6adj	53	2	non	non	JJ
cord-296285-qiez6adj	53	3	stiff	stiff	JJ
cord-296285-qiez6adj	53	4	problems	problem	NNS
cord-296285-qiez6adj	53	5	and	and	CC
cord-296285-qiez6adj	53	6	Backward	backward	JJ
cord-296285-qiez6adj	53	7	Differentiation	Differentiation	NNP
cord-296285-qiez6adj	53	8	Formula	Formula	NNP
cord-296285-qiez6adj	53	9	(	(	-LRB-
cord-296285-qiez6adj	53	10	BDF	BDF	NNP
cord-296285-qiez6adj	53	11	)	)	-RRB-
cord-296285-qiez6adj	53	12	methods	method	NNS
cord-296285-qiez6adj	53	13	with	with	IN
cord-296285-qiez6adj	53	14	the	the	DT
cord-296285-qiez6adj	53	15	stiff	stiff	JJ
cord-296285-qiez6adj	53	16	problems	problem	NNS
cord-296285-qiez6adj	53	17	(	(	-LRB-
cord-296285-qiez6adj	53	18	Hindmarsh	Hindmarsh	NNP
cord-296285-qiez6adj	53	19	,	,	,
cord-296285-qiez6adj	53	20	1983	1983	CD
cord-296285-qiez6adj	53	21	)	)	-RRB-
cord-296285-qiez6adj	53	22	.	.	.
cord-296285-qiez6adj	54	1	Python	Python	NNP
cord-296285-qiez6adj	54	2	software	software	NN
cord-296285-qiez6adj	54	3	version	version	NN
cord-296285-qiez6adj	54	4	3.6.4	3.6.4	CD
cord-296285-qiez6adj	54	5	was	be	VBD
cord-296285-qiez6adj	54	6	used	use	VBN
cord-296285-qiez6adj	54	7	to	to	TO
cord-296285-qiez6adj	54	8	implement	implement	VB
cord-296285-qiez6adj	54	9	the	the	DT
cord-296285-qiez6adj	54	10	SIR	SIR	NNP
cord-296285-qiez6adj	54	11	model	model	NN
cord-296285-qiez6adj	54	12	and	and	CC
cord-296285-qiez6adj	54	13	solve	solve	VB
cord-296285-qiez6adj	54	14	it	-PRON-	PRP
cord-296285-qiez6adj	54	15	.	.	.
cord-296285-qiez6adj	55	1	After	after	IN
cord-296285-qiez6adj	55	2	resolving	resolve	VBG
cord-296285-qiez6adj	55	3	the	the	DT
cord-296285-qiez6adj	55	4	SIR	SIR	NNP
cord-296285-qiez6adj	55	5	system	system	NN
cord-296285-qiez6adj	55	6	we	-PRON-	PRP
cord-296285-qiez6adj	55	7	obtain	obtain	VBP
cord-296285-qiez6adj	55	8	the	the	DT
cord-296285-qiez6adj	55	9	approximate	approximate	JJ
cord-296285-qiez6adj	55	10	functions	function	NNS
cord-296285-qiez6adj	55	11	Where	where	WRB
cord-296285-qiez6adj	55	12	the	the	DT
cord-296285-qiez6adj	55	13	parameter	parameter	NN
cord-296285-qiez6adj	55	14	p	p	NN
cord-296285-qiez6adj	55	15	is	be	VBZ
cord-296285-qiez6adj	55	16	a	a	DT
cord-296285-qiez6adj	55	17	constant	constant	JJ
cord-296285-qiez6adj	55	18	reflects	reflect	VBZ
cord-296285-qiez6adj	55	19	a	a	DT
cord-296285-qiez6adj	55	20	combination	combination	NN
cord-296285-qiez6adj	55	21	of	of	IN
cord-296285-qiez6adj	55	22	sampling	sampling	NN
cord-296285-qiez6adj	55	23	efficiency	efficiency	NN
cord-296285-qiez6adj	55	24	and	and	CC
cord-296285-qiez6adj	55	25	the	the	DT
cord-296285-qiez6adj	55	26	detectability	detectability	NN
cord-296285-qiez6adj	55	27	of	of	IN
cord-296285-qiez6adj	55	28	infections	infection	NNS
cord-296285-qiez6adj	55	29	(	(	-LRB-
cord-296285-qiez6adj	55	30	King	king	NN
cord-296285-qiez6adj	55	31	,	,	,
cord-296285-qiez6adj	55	32	2017	2017	CD
cord-296285-qiez6adj	55	33	)	)	-RRB-
cord-296285-qiez6adj	55	34	.We	.We	.
cord-296285-qiez6adj	56	1	ignore	ignore	VB
cord-296285-qiez6adj	56	2	the	the	DT
cord-296285-qiez6adj	56	3	constant	constant	JJ
cord-296285-qiez6adj	56	4	p	p	NN
cord-296285-qiez6adj	56	5	in	in	IN
cord-296285-qiez6adj	56	6	this	this	DT
cord-296285-qiez6adj	56	7	study	study	NN
cord-296285-qiez6adj	56	8	.	.	.
cord-296285-qiez6adj	57	1	Thus	thus	RB
cord-296285-qiez6adj	57	2	the	the	DT
cord-296285-qiez6adj	57	3	likelihood	likelihood	NN
cord-296285-qiez6adj	57	4	function	function	NN
cord-296285-qiez6adj	57	5	is	be	VBZ
cord-296285-qiez6adj	57	6	defined	define	VBN
cord-296285-qiez6adj	57	7	as	as	IN
cord-296285-qiez6adj	57	8	follows	follow	VBZ
cord-296285-qiez6adj	57	9	:	:	:
cord-296285-qiez6adj	57	10	is	be	VBZ
cord-296285-qiez6adj	57	11	the	the	DT
cord-296285-qiez6adj	57	12	author	author	NN
cord-296285-qiez6adj	57	13	/	/	SYM
cord-296285-qiez6adj	57	14	funder	funder	NN
cord-296285-qiez6adj	57	15	,	,	,
cord-296285-qiez6adj	57	16	who	who	WP
cord-296285-qiez6adj	57	17	has	have	VBZ
cord-296285-qiez6adj	57	18	granted	grant	VBN
cord-296285-qiez6adj	57	19	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	57	20	a	a	DT
cord-296285-qiez6adj	57	21	license	license	NN
cord-296285-qiez6adj	57	22	to	to	TO
cord-296285-qiez6adj	57	23	display	display	VB
cord-296285-qiez6adj	57	24	the	the	DT
cord-296285-qiez6adj	57	25	preprint	preprint	NN
cord-296285-qiez6adj	57	26	in	in	IN
cord-296285-qiez6adj	57	27	perpetuity	perpetuity	NN
cord-296285-qiez6adj	57	28	.	.	.
cord-296285-qiez6adj	58	1	The	the	DT
cord-296285-qiez6adj	58	2	copyright	copyright	NN
cord-296285-qiez6adj	58	3	holder	holder	NN
cord-296285-qiez6adj	58	4	for	for	IN
cord-296285-qiez6adj	58	5	this	this	DT
cord-296285-qiez6adj	58	6	preprint	preprint	NN
cord-296285-qiez6adj	58	7	this	this	DT
cord-296285-qiez6adj	58	8	version	version	NN
cord-296285-qiez6adj	58	9	posted	post	VBN
cord-296285-qiez6adj	58	10	April	April	NNP
cord-296285-qiez6adj	58	11	29	29	CD
cord-296285-qiez6adj	58	12	,	,	,
cord-296285-qiez6adj	58	13	2020	2020	CD
cord-296285-qiez6adj	58	14	.	.	.
cord-296285-qiez6adj	58	15	.	.	.
cord-296285-qiez6adj	59	1	https://doi.org/10.1101/2020.04.25.20079467	https://doi.org/10.1101/2020.04.25.20079467	NNP
cord-296285-qiez6adj	59	2	doi	doi	NN
cord-296285-qiez6adj	59	3	:	:	:
cord-296285-qiez6adj	60	1	medRxiv	medRxiv	NNP
cord-296285-qiez6adj	60	2	preprint	preprint	NN
cord-296285-qiez6adj	60	3	5	5	CD
cord-296285-qiez6adj	60	4	function	function	NN
cord-296285-qiez6adj	60	5	,	,	,
cord-296285-qiez6adj	60	6	and	and	CC
cord-296285-qiez6adj	60	7	therefore	therefore	RB
cord-296285-qiez6adj	60	8	maximize	maximize	VBP
cord-296285-qiez6adj	60	9	the	the	DT
cord-296285-qiez6adj	60	10	log	log	NN
cord-296285-qiez6adj	60	11	likelihood	likelihood	NN
cord-296285-qiez6adj	60	12	function	function	NN
cord-296285-qiez6adj	60	13	.	.	.
cord-296285-qiez6adj	61	1	This	this	DT
cord-296285-qiez6adj	61	2	algorithm	algorithm	NN
cord-296285-qiez6adj	61	3	is	be	VBZ
cord-296285-qiez6adj	61	4	used	use	VBN
cord-296285-qiez6adj	61	5	for	for	IN
cord-296285-qiez6adj	61	6	solving	solve	VBG
cord-296285-qiez6adj	61	7	the	the	DT
cord-296285-qiez6adj	61	8	unconstrained	unconstrained	JJ
cord-296285-qiez6adj	61	9	optimization	optimization	NN
cord-296285-qiez6adj	61	10	problem	problem	NN
cord-296285-qiez6adj	61	11	based	base	VBN
cord-296285-qiez6adj	61	12	on	on	IN
cord-296285-qiez6adj	61	13	the	the	DT
cord-296285-qiez6adj	61	14	iterative	iterative	JJ
cord-296285-qiez6adj	61	15	update	update	NN
cord-296285-qiez6adj	61	16	of	of	IN
cord-296285-qiez6adj	61	17	a	a	DT
cord-296285-qiez6adj	61	18	simplex	simplex	NN
cord-296285-qiez6adj	61	19	:	:	:
cord-296285-qiez6adj	61	20	Where	where	WRB
cord-296285-qiez6adj	61	21	The	the	DT
cord-296285-qiez6adj	61	22	procedure	procedure	NN
cord-296285-qiez6adj	61	23	of	of	IN
cord-296285-qiez6adj	61	24	estimation	estimation	NN
cord-296285-qiez6adj	61	25	can	can	MD
cord-296285-qiez6adj	61	26	be	be	VB
cord-296285-qiez6adj	61	27	resumed	resume	VBN
cord-296285-qiez6adj	61	28	in	in	IN
cord-296285-qiez6adj	61	29	the	the	DT
cord-296285-qiez6adj	61	30	following	follow	VBG
cord-296285-qiez6adj	61	31	three	three	CD
cord-296285-qiez6adj	61	32	steps	step	NNS
cord-296285-qiez6adj	61	33	(	(	-LRB-
cord-296285-qiez6adj	61	34	Nsoesie	Nsoesie	NNP
cord-296285-qiez6adj	61	35	et	et	NNP
cord-296285-qiez6adj	61	36	al	al	NNP
cord-296285-qiez6adj	61	37	,	,	,
cord-296285-qiez6adj	61	38	2013	2013	CD
cord-296285-qiez6adj	61	39	)	)	-RRB-
cord-296285-qiez6adj	61	40	:	:	:
cord-296285-qiez6adj	61	41	Step	step	NN
cord-296285-qiez6adj	61	42	1	1	CD
cord-296285-qiez6adj	61	43	:	:	:
cord-296285-qiez6adj	61	44	Select	select	VB
cord-296285-qiez6adj	61	45	the	the	DT
cord-296285-qiez6adj	61	46	initial	initial	JJ
cord-296285-qiez6adj	61	47	parameters	parameter	NNS
cord-296285-qiez6adj	61	48			NNP
cord-296285-qiez6adj	61	49	,	,	,
cord-296285-qiez6adj	61	50	γ	γ	NN
cord-296285-qiez6adj	61	51	and	and	CC
cord-296285-qiez6adj	61	52	initialize	initialize	VB
cord-296285-qiez6adj	61	53	the	the	DT
cord-296285-qiez6adj	61	54	SIR	SIR	NNP
cord-296285-qiez6adj	61	55	model	model	NN
cord-296285-qiez6adj	61	56	and	and	CC
cord-296285-qiez6adj	61	57	the	the	DT
cord-296285-qiez6adj	61	58	Nelder	Nelder	NNP
cord-296285-qiez6adj	61	59	-	-	HYPH
cord-296285-qiez6adj	61	60	Mead	Mead	NNP
cord-296285-qiez6adj	61	61	method	method	NN
cord-296285-qiez6adj	61	62	,	,	,
cord-296285-qiez6adj	61	63	Step	step	NN
cord-296285-qiez6adj	61	64	2	2	CD
cord-296285-qiez6adj	61	65	:	:	:
cord-296285-qiez6adj	61	66	Run	run	VB
cord-296285-qiez6adj	61	67	the	the	DT
cord-296285-qiez6adj	61	68	Nelder	Nelder	NNP
cord-296285-qiez6adj	61	69	-	-	HYPH
cord-296285-qiez6adj	61	70	Mead	Mead	NNP
cord-296285-qiez6adj	61	71	algorithm	algorithm	NN
cord-296285-qiez6adj	61	72	to	to	TO
cord-296285-qiez6adj	61	73	get	get	VB
cord-296285-qiez6adj	61	74	new	new	JJ
cord-296285-qiez6adj	61	75	parameters	parameter	NNS
cord-296285-qiez6adj	61	76	which	which	WDT
cord-296285-qiez6adj	61	77	will	will	MD
cord-296285-qiez6adj	61	78	be	be	VB
cord-296285-qiez6adj	61	79	used	use	VBN
cord-296285-qiez6adj	61	80	in	in	IN
cord-296285-qiez6adj	61	81	the	the	DT
cord-296285-qiez6adj	61	82	simulation	simulation	NN
cord-296285-qiez6adj	61	83	and	and	CC
cord-296285-qiez6adj	61	84	the	the	DT
cord-296285-qiez6adj	61	85	prediction	prediction	NN
cord-296285-qiez6adj	61	86	of	of	IN
cord-296285-qiez6adj	61	87	the	the	DT
cord-296285-qiez6adj	61	88	COVID-19	covid-19	JJ
cord-296285-qiez6adj	61	89	epidemic	epidemic	NN
cord-296285-qiez6adj	61	90	.	.	.
cord-296285-qiez6adj	62	1	All	all	PDT
cord-296285-qiez6adj	62	2	the	the	DT
cord-296285-qiez6adj	62	3	calculations	calculation	NNS
cord-296285-qiez6adj	62	4	were	be	VBD
cord-296285-qiez6adj	62	5	conducted	conduct	VBN
cord-296285-qiez6adj	62	6	as	as	IN
cord-296285-qiez6adj	62	7	previously	previously	RB
cord-296285-qiez6adj	62	8	stated	state	VBN
cord-296285-qiez6adj	62	9	by	by	IN
cord-296285-qiez6adj	62	10	Python	Python	NNP
cord-296285-qiez6adj	62	11	software	software	NN
cord-296285-qiez6adj	62	12	version	version	NN
cord-296285-qiez6adj	62	13	3.6.4	3.6.4	CD
cord-296285-qiez6adj	62	14	Empirical	empirical	JJ
cord-296285-qiez6adj	62	15	results	result	NNS
cord-296285-qiez6adj	62	16	and	and	CC
cord-296285-qiez6adj	62	17	discussion	discussion	NN
cord-296285-qiez6adj	62	18	:	:	:
cord-296285-qiez6adj	63	1	The	the	DT
cord-296285-qiez6adj	63	2	data	datum	NNS
cord-296285-qiez6adj	63	3	were	be	VBD
cord-296285-qiez6adj	63	4	obtained	obtain	VBN
cord-296285-qiez6adj	63	5	from	from	IN
cord-296285-qiez6adj	63	6	Johns	Johns	NNP
cord-296285-qiez6adj	63	7	Hopkins	Hopkins	NNP
cord-296285-qiez6adj	63	8	University	University	NNP
cord-296285-qiez6adj	63	9	,	,	,
cord-296285-qiez6adj	63	10	Center	Center	NNP
cord-296285-qiez6adj	63	11	for	for	IN
cord-296285-qiez6adj	63	12	systems	system	NNS
cord-296285-qiez6adj	63	13	science	science	NN
cord-296285-qiez6adj	63	14	and	and	CC
cord-296285-qiez6adj	63	15	engineering	engineering	NN
cord-296285-qiez6adj	64	1	(	(	-LRB-
cord-296285-qiez6adj	64	2	Johns	Johns	NNP
cord-296285-qiez6adj	64	3	Hopkins	Hopkins	NNP
cord-296285-qiez6adj	64	4	University	University	NNP
cord-296285-qiez6adj	64	5	,	,	,
cord-296285-qiez6adj	64	6	2020	2020	CD
cord-296285-qiez6adj	64	7	)	)	-RRB-
cord-296285-qiez6adj	64	8	.	.	.
cord-296285-qiez6adj	65	1	We	-PRON-	PRP
cord-296285-qiez6adj	65	2	used	use	VBD
cord-296285-qiez6adj	65	3	the	the	DT
cord-296285-qiez6adj	65	4	number	number	NN
cord-296285-qiez6adj	65	5	of	of	IN
cord-296285-qiez6adj	65	6	daily	daily	JJ
cord-296285-qiez6adj	65	7	reported	report	VBN
cord-296285-qiez6adj	65	8	confirmed	confirm	VBN
cord-296285-qiez6adj	65	9	cases	case	NNS
cord-296285-qiez6adj	65	10	for	for	IN
cord-296285-qiez6adj	65	11	the	the	DT
cord-296285-qiez6adj	65	12	COVID-19	covid-19	JJ
cord-296285-qiez6adj	65	13	epidemic	epidemic	NN
cord-296285-qiez6adj	65	14	in	in	IN
cord-296285-qiez6adj	65	15	Algeria	Algeria	NNP
cord-296285-qiez6adj	65	16	,	,	,
cord-296285-qiez6adj	65	17	from	from	IN
cord-296285-qiez6adj	65	18	25	25	CD
cord-296285-qiez6adj	65	19	February	February	NNP
cord-296285-qiez6adj	65	20	2020	2020	CD
cord-296285-qiez6adj	65	21	to	to	IN
cord-296285-qiez6adj	65	22	17	17	CD
cord-296285-qiez6adj	65	23	April	April	NNP
cord-296285-qiez6adj	65	24	2020	2020	CD
cord-296285-qiez6adj	65	25	.	.	.
cord-296285-qiez6adj	66	1	We	-PRON-	PRP
cord-296285-qiez6adj	66	2	used	use	VBD
cord-296285-qiez6adj	66	3	equation	equation	NN
cord-296285-qiez6adj	66	4	(	(	-LRB-
cord-296285-qiez6adj	66	5	is	be	VBZ
cord-296285-qiez6adj	66	6	the	the	DT
cord-296285-qiez6adj	66	7	author	author	NN
cord-296285-qiez6adj	66	8	/	/	SYM
cord-296285-qiez6adj	66	9	funder	funder	NN
cord-296285-qiez6adj	66	10	,	,	,
cord-296285-qiez6adj	66	11	who	who	WP
cord-296285-qiez6adj	66	12	has	have	VBZ
cord-296285-qiez6adj	66	13	granted	grant	VBN
cord-296285-qiez6adj	66	14	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	66	15	a	a	DT
cord-296285-qiez6adj	66	16	license	license	NN
cord-296285-qiez6adj	66	17	to	to	TO
cord-296285-qiez6adj	66	18	display	display	VB
cord-296285-qiez6adj	66	19	the	the	DT
cord-296285-qiez6adj	66	20	preprint	preprint	NN
cord-296285-qiez6adj	66	21	in	in	IN
cord-296285-qiez6adj	66	22	perpetuity	perpetuity	NN
cord-296285-qiez6adj	66	23	.	.	.
cord-296285-qiez6adj	67	1	The	the	DT
cord-296285-qiez6adj	67	2	copyright	copyright	NN
cord-296285-qiez6adj	67	3	holder	holder	NN
cord-296285-qiez6adj	67	4	for	for	IN
cord-296285-qiez6adj	67	5	this	this	DT
cord-296285-qiez6adj	67	6	preprint	preprint	NN
cord-296285-qiez6adj	67	7	this	this	DT
cord-296285-qiez6adj	67	8	version	version	NN
cord-296285-qiez6adj	67	9	posted	post	VBN
cord-296285-qiez6adj	67	10	April	April	NNP
cord-296285-qiez6adj	67	11	29	29	CD
cord-296285-qiez6adj	67	12	,	,	,
cord-296285-qiez6adj	67	13	2020	2020	CD
cord-296285-qiez6adj	67	14	.	.	.
cord-296285-qiez6adj	67	15	.	.	.
cord-296285-qiez6adj	68	1	We	-PRON-	PRP
cord-296285-qiez6adj	68	2	substitute	substitute	VBP
cord-296285-qiez6adj	68	3	the	the	DT
cord-296285-qiez6adj	68	4	new	new	JJ
cord-296285-qiez6adj	68	5	parameters	parameter	NNS
cord-296285-qiez6adj	68	6	in	in	IN
cord-296285-qiez6adj	68	7	our	-PRON-	PRP$
cord-296285-qiez6adj	68	8	SIR	SIR	NNP
cord-296285-qiez6adj	68	9	model	model	NN
cord-296285-qiez6adj	68	10	to	to	TO
cord-296285-qiez6adj	68	11	simulate	simulate	VB
cord-296285-qiez6adj	68	12	and	and	CC
cord-296285-qiez6adj	68	13	predict	predict	VB
cord-296285-qiez6adj	68	14	the	the	DT
cord-296285-qiez6adj	68	15	COVID-19	covid-19	JJ
cord-296285-qiez6adj	68	16	epidemic	epidemic	NN
cord-296285-qiez6adj	68	17	in	in	IN
cord-296285-qiez6adj	68	18	Algeria	Algeria	NNP
cord-296285-qiez6adj	68	19	.	.	.
cord-296285-qiez6adj	68	20	.	.	.
cord-296285-qiez6adj	69	1	CC	CC	NNP
cord-296285-qiez6adj	69	2	-	-	HYPH
cord-296285-qiez6adj	69	3	BY	BY	NNP
cord-296285-qiez6adj	69	4	-	-	HYPH
cord-296285-qiez6adj	69	5	NC	NC	NNP
cord-296285-qiez6adj	69	6	-	-	HYPH
cord-296285-qiez6adj	69	7	ND	ND	NNP
cord-296285-qiez6adj	69	8	4.0	4.0	CD
cord-296285-qiez6adj	69	9	International	international	JJ
cord-296285-qiez6adj	69	10	license	license	NN
cord-296285-qiez6adj	70	1	It	-PRON-	PRP
cord-296285-qiez6adj	70	2	is	be	VBZ
cord-296285-qiez6adj	70	3	made	make	VBN
cord-296285-qiez6adj	70	4	available	available	JJ
cord-296285-qiez6adj	70	5	under	under	IN
cord-296285-qiez6adj	70	6	a	a	DT
cord-296285-qiez6adj	71	1	is	be	VBZ
cord-296285-qiez6adj	71	2	the	the	DT
cord-296285-qiez6adj	71	3	author	author	NN
cord-296285-qiez6adj	71	4	/	/	SYM
cord-296285-qiez6adj	71	5	funder	funder	NN
cord-296285-qiez6adj	71	6	,	,	,
cord-296285-qiez6adj	71	7	who	who	WP
cord-296285-qiez6adj	71	8	has	have	VBZ
cord-296285-qiez6adj	71	9	granted	grant	VBN
cord-296285-qiez6adj	71	10	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	71	11	a	a	DT
cord-296285-qiez6adj	71	12	license	license	NN
cord-296285-qiez6adj	71	13	to	to	TO
cord-296285-qiez6adj	71	14	display	display	VB
cord-296285-qiez6adj	71	15	the	the	DT
cord-296285-qiez6adj	71	16	preprint	preprint	NN
cord-296285-qiez6adj	71	17	in	in	IN
cord-296285-qiez6adj	71	18	perpetuity	perpetuity	NN
cord-296285-qiez6adj	71	19	.	.	.
cord-296285-qiez6adj	72	1	The	the	DT
cord-296285-qiez6adj	72	2	copyright	copyright	NN
cord-296285-qiez6adj	72	3	holder	holder	NN
cord-296285-qiez6adj	72	4	for	for	IN
cord-296285-qiez6adj	72	5	this	this	DT
cord-296285-qiez6adj	72	6	preprint	preprint	NN
cord-296285-qiez6adj	72	7	this	this	DT
cord-296285-qiez6adj	72	8	version	version	NN
cord-296285-qiez6adj	72	9	posted	post	VBN
cord-296285-qiez6adj	72	10	April	April	NNP
cord-296285-qiez6adj	72	11	29	29	CD
cord-296285-qiez6adj	72	12	,	,	,
cord-296285-qiez6adj	72	13	2020	2020	CD
cord-296285-qiez6adj	72	14	.	.	.
cord-296285-qiez6adj	72	15	 	 	_SP
cord-296285-qiez6adj	73	1	In	in	IN
cord-296285-qiez6adj	73	2	this	this	DT
cord-296285-qiez6adj	73	3	study	study	NN
cord-296285-qiez6adj	73	4	we	-PRON-	PRP
cord-296285-qiez6adj	73	5	predict	predict	VBP
cord-296285-qiez6adj	73	6	the	the	DT
cord-296285-qiez6adj	73	7	COVID-19	covid-19	JJ
cord-296285-qiez6adj	73	8	epidemic	epidemic	JJ
cord-296285-qiez6adj	73	9	outbreak	outbreak	NN
cord-296285-qiez6adj	73	10	in	in	IN
cord-296285-qiez6adj	73	11	Algeria	Algeria	NNP
cord-296285-qiez6adj	73	12	using	use	VBG
cord-296285-qiez6adj	73	13	the	the	DT
cord-296285-qiez6adj	73	14	number	number	NN
cord-296285-qiez6adj	73	15	of	of	IN
cord-296285-qiez6adj	73	16	daily	daily	JJ
cord-296285-qiez6adj	73	17	infected	infected	JJ
cord-296285-qiez6adj	73	18	cases	case	NNS
cord-296285-qiez6adj	73	19	,	,	,
cord-296285-qiez6adj	73	20	from	from	IN
cord-296285-qiez6adj	73	21	25	25	CD
cord-296285-qiez6adj	73	22	February	February	NNP
cord-296285-qiez6adj	73	23	2020	2020	CD
cord-296285-qiez6adj	73	24	to	to	IN
cord-296285-qiez6adj	73	25	17	17	CD
cord-296285-qiez6adj	73	26	April	April	NNP
cord-296285-qiez6adj	73	27	2020	2020	CD
cord-296285-qiez6adj	73	28	.	.	.
cord-296285-qiez6adj	74	1	We	-PRON-	PRP
cord-296285-qiez6adj	74	2	have	have	VBP
cord-296285-qiez6adj	74	3	applied	apply	VBN
cord-296285-qiez6adj	74	4	the	the	DT
cord-296285-qiez6adj	74	5	SIR	SIR	NNP
cord-296285-qiez6adj	74	6	compartmental	compartmental	JJ
cord-296285-qiez6adj	74	7	model	model	NN
cord-296285-qiez6adj	74	8	without	without	IN
cord-296285-qiez6adj	74	9	demographics	demographic	NNS
cord-296285-qiez6adj	74	10	in	in	IN
cord-296285-qiez6adj	74	11	this	this	DT
cord-296285-qiez6adj	74	12	task	task	NN
cord-296285-qiez6adj	74	13	.	.	.
cord-296285-qiez6adj	75	1	We	-PRON-	PRP
cord-296285-qiez6adj	75	2	find	find	VBP
cord-296285-qiez6adj	75	3	that	that	IN
cord-296285-qiez6adj	75	4	the	the	DT
cord-296285-qiez6adj	75	5	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	75	6	epidemic	epidemic	NN
cord-296285-qiez6adj	75	7	peak	peak	NN
cord-296285-qiez6adj	75	8	reach	reach	VBP
cord-296285-qiez6adj	75	9	the	the	DT
cord-296285-qiez6adj	75	10	month	month	NN
cord-296285-qiez6adj	75	11	of	of	IN
cord-296285-qiez6adj	75	12	July	July	NNP
cord-296285-qiez6adj	75	13	and	and	CC
cord-296285-qiez6adj	76	1	the	the	DT
cord-296285-qiez6adj	76	2	end	end	NN
cord-296285-qiez6adj	76	3	of	of	IN
cord-296285-qiez6adj	76	4	this	this	DT
cord-296285-qiez6adj	76	5	epidemic	epidemic	NN
cord-296285-qiez6adj	76	6	will	will	MD
cord-296285-qiez6adj	76	7	be	be	VB
cord-296285-qiez6adj	76	8	in	in	IN
cord-296285-qiez6adj	76	9	the	the	DT
cord-296285-qiez6adj	76	10	month	month	NN
cord-296285-qiez6adj	76	11	of	of	IN
cord-296285-qiez6adj	76	12	October	October	NNP
cord-296285-qiez6adj	76	13	.	.	.
cord-296285-qiez6adj	76	14	.	.	.
cord-296285-qiez6adj	77	1	CC	CC	NNP
cord-296285-qiez6adj	77	2	-	-	HYPH
cord-296285-qiez6adj	77	3	BY	BY	NNP
cord-296285-qiez6adj	77	4	-	-	HYPH
cord-296285-qiez6adj	77	5	NC	NC	NNP
cord-296285-qiez6adj	77	6	-	-	HYPH
cord-296285-qiez6adj	77	7	ND	ND	NNP
cord-296285-qiez6adj	77	8	4.0	4.0	CD
cord-296285-qiez6adj	77	9	International	international	JJ
cord-296285-qiez6adj	77	10	license	license	NN
cord-296285-qiez6adj	78	1	It	-PRON-	PRP
cord-296285-qiez6adj	78	2	is	be	VBZ
cord-296285-qiez6adj	78	3	made	make	VBN
cord-296285-qiez6adj	78	4	available	available	JJ
cord-296285-qiez6adj	78	5	under	under	IN
cord-296285-qiez6adj	78	6	a	a	DT
cord-296285-qiez6adj	79	1	is	be	VBZ
cord-296285-qiez6adj	79	2	the	the	DT
cord-296285-qiez6adj	79	3	author	author	NN
cord-296285-qiez6adj	79	4	/	/	SYM
cord-296285-qiez6adj	79	5	funder	funder	NN
cord-296285-qiez6adj	79	6	,	,	,
cord-296285-qiez6adj	79	7	who	who	WP
cord-296285-qiez6adj	79	8	has	have	VBZ
cord-296285-qiez6adj	79	9	granted	grant	VBN
cord-296285-qiez6adj	79	10	medRxiv	medRxiv	NNS
cord-296285-qiez6adj	79	11	a	a	DT
cord-296285-qiez6adj	79	12	license	license	NN
cord-296285-qiez6adj	79	13	to	to	TO
cord-296285-qiez6adj	79	14	display	display	VB
cord-296285-qiez6adj	79	15	the	the	DT
cord-296285-qiez6adj	79	16	preprint	preprint	NN
cord-296285-qiez6adj	79	17	in	in	IN
cord-296285-qiez6adj	79	18	perpetuity	perpetuity	NN
cord-296285-qiez6adj	79	19	.	.	.
cord-296285-qiez6adj	80	1	(	(	-LRB-
cord-296285-qiez6adj	80	2	which	which	WDT
cord-296285-qiez6adj	80	3	was	be	VBD
cord-296285-qiez6adj	80	4	not	not	RB
cord-296285-qiez6adj	80	5	certified	certify	VBN
cord-296285-qiez6adj	80	6	by	by	IN
cord-296285-qiez6adj	80	7	peer	peer	NN
cord-296285-qiez6adj	80	8	review	review	NN
cord-296285-qiez6adj	80	9	)	)	-RRB-
cord-296285-qiez6adj	81	1	The	the	DT
cord-296285-qiez6adj	81	2	copyright	copyright	NN
cord-296285-qiez6adj	81	3	holder	holder	NN
cord-296285-qiez6adj	81	4	for	for	IN
cord-296285-qiez6adj	81	5	this	this	DT
cord-296285-qiez6adj	81	6	preprint	preprint	NN
cord-296285-qiez6adj	81	7	this	this	DT
cord-296285-qiez6adj	81	8	version	version	NN
cord-296285-qiez6adj	81	9	posted	post	VBN
cord-296285-qiez6adj	81	10	April	April	NNP
cord-296285-qiez6adj	81	11	29	29	CD
cord-296285-qiez6adj	81	12	,	,	,
cord-296285-qiez6adj	81	13	2020	2020	CD
cord-296285-qiez6adj	81	14	.	.	.
cord-296285-qiez6adj	81	15	.	.	.
cord-296285-qiez6adj	82	1	https://doi.org/10.1101/2020.04.25.20079467	https://doi.org/10.1101/2020.04.25.20079467	NNP
cord-296285-qiez6adj	82	2	doi	doi	NN
cord-296285-qiez6adj	82	3	:	:	:
cord-296285-qiez6adj	83	1	medRxiv	medRxiv	NNP
cord-296285-qiez6adj	83	2	preprint	preprint	NNP
cord-296285-qiez6adj	83	3	8	8	CD
cord-296285-qiez6adj	84	1	Our	-PRON-	PRP$
cord-296285-qiez6adj	84	2	findings	finding	NNS
cord-296285-qiez6adj	84	3	agree	agree	VBP
cord-296285-qiez6adj	84	4	with	with	IN
cord-296285-qiez6adj	84	5	the	the	DT
cord-296285-qiez6adj	84	6	results	result	NNS
cord-296285-qiez6adj	84	7	of	of	IN
cord-296285-qiez6adj	84	8	(	(	-LRB-
cord-296285-qiez6adj	84	9	Kuniya	Kuniya	NNP
cord-296285-qiez6adj	84	10	,	,	,
cord-296285-qiez6adj	84	11	2020	2020	CD
cord-296285-qiez6adj	84	12	)	)	-RRB-
cord-296285-qiez6adj	84	13	in	in	IN
cord-296285-qiez6adj	84	14	the	the	DT
cord-296285-qiez6adj	84	15	case	case	NN
cord-296285-qiez6adj	84	16	of	of	IN
cord-296285-qiez6adj	84	17	COVID-19	covid-19	JJ
cord-296285-qiez6adj	84	18	outbreak	outbreak	NN
cord-296285-qiez6adj	84	19	in	in	IN
cord-296285-qiez6adj	84	20	Japan	Japan	NNP
cord-296285-qiez6adj	84	21	,	,	,
cord-296285-qiez6adj	84	22	and	and	CC
cord-296285-qiez6adj	84	23	with	with	IN
cord-296285-qiez6adj	84	24	the	the	DT
cord-296285-qiez6adj	84	25	WHO	WHO	NNP
cord-296285-qiez6adj	84	26	's	's	POS
cord-296285-qiez6adj	84	27	statement	statement	NN
cord-296285-qiez6adj	84	28	that	that	IN
cord-296285-qiez6adj	84	29	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	84	30	will	will	MD
cord-296285-qiez6adj	84	31	maybe	maybe	RB
cord-296285-qiez6adj	84	32	disappear	disappear	VB
cord-296285-qiez6adj	84	33	in	in	IN
cord-296285-qiez6adj	84	34	the	the	DT
cord-296285-qiez6adj	84	35	summer	summer	NN
cord-296285-qiez6adj	84	36	(	(	-LRB-
cord-296285-qiez6adj	84	37	Kuniya	Kuniya	NNP
cord-296285-qiez6adj	84	38	,	,	,
cord-296285-qiez6adj	84	39	2020	2020	CD
cord-296285-qiez6adj	84	40	)	)	-RRB-
cord-296285-qiez6adj	84	41	.	.	.
cord-296285-qiez6adj	85	1	Following	follow	VBG
cord-296285-qiez6adj	85	2	(	(	-LRB-
cord-296285-qiez6adj	85	3	Kuniya	Kuniya	NNP
cord-296285-qiez6adj	85	4	,	,	,
cord-296285-qiez6adj	85	5	2020	2020	CD
cord-296285-qiez6adj	85	6	)	)	-RRB-
cord-296285-qiez6adj	85	7	we	-PRON-	PRP
cord-296285-qiez6adj	85	8	suggest	suggest	VBP
cord-296285-qiez6adj	85	9	that	that	IN
cord-296285-qiez6adj	85	10	a	a	DT
cord-296285-qiez6adj	85	11	strict	strict	JJ
cord-296285-qiez6adj	85	12	containment	containment	NN
cord-296285-qiez6adj	85	13	strategy	strategy	NN
cord-296285-qiez6adj	85	14	is	be	VBZ
cord-296285-qiez6adj	85	15	needed	need	VBN
cord-296285-qiez6adj	85	16	in	in	IN
cord-296285-qiez6adj	85	17	Algeria	Algeria	NNP
cord-296285-qiez6adj	85	18	,	,	,
cord-296285-qiez6adj	85	19	over	over	IN
cord-296285-qiez6adj	85	20	a	a	DT
cord-296285-qiez6adj	85	21	relatively	relatively	RB
cord-296285-qiez6adj	85	22	long	long	JJ
cord-296285-qiez6adj	85	23	period	period	NN
cord-296285-qiez6adj	85	24	,	,	,
cord-296285-qiez6adj	85	25	to	to	TO
cord-296285-qiez6adj	85	26	reduce	reduce	VB
cord-296285-qiez6adj	85	27	the	the	DT
cord-296285-qiez6adj	85	28	epidemic	epidemic	NN
cord-296285-qiez6adj	85	29	size	size	NN
cord-296285-qiez6adj	85	30	.	.	.
cord-296285-qiez6adj	86	1	Algerian	Algerian	NNP
cord-296285-qiez6adj	86	2	Ministry	Ministry	NNP
cord-296285-qiez6adj	86	3	of	of	IN
cord-296285-qiez6adj	86	4	Health	Health	NNP
cord-296285-qiez6adj	86	5	Nelder	Nelder	NNP
cord-296285-qiez6adj	86	6	mead	mead	NNP
cord-296285-qiez6adj	86	7	user	user	NN
cord-296285-qiez6adj	86	8	's	's	POS
cord-296285-qiez6adj	86	9	manual	manual	JJ
cord-296285-qiez6adj	86	10	Modeling	Modeling	NNP
cord-296285-qiez6adj	86	11	and	and	CC
cord-296285-qiez6adj	86	12	Forecasting	forecast	VBG
cord-296285-qiez6adj	86	13	the	the	DT
cord-296285-qiez6adj	86	14	Algiers	Algiers	NNP
cord-296285-qiez6adj	86	15	Stock	Stock	NNP
cord-296285-qiez6adj	86	16	Exchange	Exchange	NNP
cord-296285-qiez6adj	86	17	Returns	return	NNS
cord-296285-qiez6adj	86	18	using	use	VBG
cord-296285-qiez6adj	86	19	the	the	DT
cord-296285-qiez6adj	86	20	Box	Box	NNP
cord-296285-qiez6adj	86	21	-	-	HYPH
cord-296285-qiez6adj	86	22	Jenkins	Jenkins	NNP
cord-296285-qiez6adj	86	23	Methodology	Methodology	NNP
cord-296285-qiez6adj	86	24	Epidemics	Epidemics	NNPS
cord-296285-qiez6adj	86	25	and	and	CC
cord-296285-qiez6adj	86	26	Rumours	rumour	NNS
cord-296285-qiez6adj	86	27	:	:	:
cord-296285-qiez6adj	86	28	A	a	DT
cord-296285-qiez6adj	86	29	Survey	Survey	NNP
cord-296285-qiez6adj	86	30	Implementing	implement	VBG
cord-296285-qiez6adj	86	31	the	the	DT
cord-296285-qiez6adj	86	32	Nelder	Nelder	NNP
cord-296285-qiez6adj	86	33	-	-	HYPH
cord-296285-qiez6adj	86	34	Mead	Mead	NNP
cord-296285-qiez6adj	86	35	algorithm	algorithm	NN
cord-296285-qiez6adj	86	36	with	with	IN
cord-296285-qiez6adj	86	37	adaptive	adaptive	JJ
cord-296285-qiez6adj	86	38	parameters	parameter	NNS
cord-296285-qiez6adj	87	1	COVID-19	covid-19	JJ
cord-296285-qiez6adj	87	2	outbreak	outbreak	NN
cord-296285-qiez6adj	87	3	in	in	IN
cord-296285-qiez6adj	87	4	Algeria	Algeria	NNP
cord-296285-qiez6adj	87	5	:	:	:
cord-296285-qiez6adj	87	6	A	a	DT
cord-296285-qiez6adj	87	7	mathematical	mathematical	JJ
cord-296285-qiez6adj	87	8	Model	model	NN
cord-296285-qiez6adj	87	9	to	to	TO
cord-296285-qiez6adj	87	10	predict	predict	VB
cord-296285-qiez6adj	87	11	cumulative	cumulative	JJ
cord-296285-qiez6adj	87	12	cases	case	NNS
cord-296285-qiez6adj	87	13	Exact	exact	VB
cord-296285-qiez6adj	87	14	analytical	analytical	JJ
cord-296285-qiez6adj	87	15	solutions	solution	NNS
cord-296285-qiez6adj	87	16	of	of	IN
cord-296285-qiez6adj	87	17	the	the	DT
cord-296285-qiez6adj	87	18	Susceptible	susceptible	JJ
cord-296285-qiez6adj	87	19	-	-	HYPH
cord-296285-qiez6adj	87	20	Infected	Infected	NNP
cord-296285-qiez6adj	87	21	-	-	HYPH
cord-296285-qiez6adj	87	22	Recovered	recovered	JJ
cord-296285-qiez6adj	87	23	(	(	-LRB-
cord-296285-qiez6adj	87	24	SIR	SIR	NNP
cord-296285-qiez6adj	87	25	)	)	-RRB-
cord-296285-qiez6adj	87	26	epidemic	epidemic	NN
cord-296285-qiez6adj	87	27	model	model	NN
cord-296285-qiez6adj	87	28	and	and	CC
cord-296285-qiez6adj	87	29	of	of	IN
cord-296285-qiez6adj	87	30	the	the	DT
cord-296285-qiez6adj	87	31	SIR	SIR	NNP
cord-296285-qiez6adj	87	32	model	model	NN
cord-296285-qiez6adj	87	33	with	with	IN
cord-296285-qiez6adj	87	34	equal	equal	JJ
cord-296285-qiez6adj	87	35	deaths	death	NNS
cord-296285-qiez6adj	87	36	and	and	CC
cord-296285-qiez6adj	87	37	births	birth	NNS
cord-296285-qiez6adj	87	38	ODEPACK	ODEPACK	NNP
cord-296285-qiez6adj	87	39	,	,	,
cord-296285-qiez6adj	87	40	A	a	DT
cord-296285-qiez6adj	87	41	Systematized	systematize	VBN
cord-296285-qiez6adj	87	42	Collection	Collection	NNP
cord-296285-qiez6adj	87	43	of	of	IN
cord-296285-qiez6adj	87	44	ODE	ODE	NNP
cord-296285-qiez6adj	87	45	Solvers	Solvers	NNPS
cord-296285-qiez6adj	87	46	2019	2019	CD
cord-296285-qiez6adj	87	47	novel	novel	NN
cord-296285-qiez6adj	87	48	coronavirus	coronavirus	NN
cord-296285-qiez6adj	87	49	(	(	-LRB-
cord-296285-qiez6adj	87	50	nCoV	nCoV	NNP
cord-296285-qiez6adj	87	51	)	)	-RRB-
cord-296285-qiez6adj	87	52	data	data	NN
cord-296285-qiez6adj	87	53	repository	repository	NN
cord-296285-qiez6adj	87	54	.	.	.
cord-296285-qiez6adj	88	1	Center	Center	NNP
cord-296285-qiez6adj	88	2	for	for	IN
cord-296285-qiez6adj	88	3	systems	system	NNS
cord-296285-qiez6adj	88	4	science	science	NN
cord-296285-qiez6adj	88	5	and	and	CC
cord-296285-qiez6adj	88	6	engineering	engineering	NN
cord-296285-qiez6adj	88	7	Forecasting	forecasting	NN
cord-296285-qiez6adj	88	8	:	:	:
cord-296285-qiez6adj	88	9	principles	principle	NNS
cord-296285-qiez6adj	88	10	and	and	CC
cord-296285-qiez6adj	88	11	practice	practice	NN
cord-296285-qiez6adj	89	1	Modeling	model	VBG
cord-296285-qiez6adj	89	2	infectious	infectious	JJ
cord-296285-qiez6adj	89	3	diseases	disease	NNS
cord-296285-qiez6adj	89	4	in	in	IN
cord-296285-qiez6adj	89	5	humans	human	NNS
cord-296285-qiez6adj	89	6	and	and	CC
cord-296285-qiez6adj	89	7	animals	animal	NNS
cord-296285-qiez6adj	90	1	A	a	DT
cord-296285-qiez6adj	90	2	Contribution	contribution	NN
cord-296285-qiez6adj	90	3	to	to	IN
cord-296285-qiez6adj	90	4	the	the	DT
cord-296285-qiez6adj	90	5	Mathematical	Mathematical	NNP
cord-296285-qiez6adj	90	6	Theory	Theory	NNP
cord-296285-qiez6adj	90	7	of	of	IN
cord-296285-qiez6adj	90	8	Epidemics	epidemic	NNS
cord-296285-qiez6adj	90	9	Introduction	Introduction	NNP
cord-296285-qiez6adj	90	10	to	to	IN
cord-296285-qiez6adj	90	11	inference	inference	NN
cord-296285-qiez6adj	90	12	:	:	:
cord-296285-qiez6adj	90	13	parameter	parameter	NN
cord-296285-qiez6adj	90	14	estimation	estimation	NN
cord-296285-qiez6adj	90	15	.	.	.
cord-296285-qiez6adj	91	1	ICTP	ICTP	NNP
cord-296285-qiez6adj	91	2	Workshop	Workshop	NNP
cord-296285-qiez6adj	91	3	on	on	IN
cord-296285-qiez6adj	91	4	Mathematical	Mathematical	NNP
cord-296285-qiez6adj	91	5	Models	Models	NNPS
cord-296285-qiez6adj	91	6	of	of	IN
cord-296285-qiez6adj	91	7	Climate	Climate	NNP
cord-296285-qiez6adj	91	8	Variability	Variability	NNP
cord-296285-qiez6adj	91	9	,	,	,
cord-296285-qiez6adj	91	10	Environmental	Environmental	NNP
cord-296285-qiez6adj	91	11	Change	Change	NNP
cord-296285-qiez6adj	91	12	and	and	CC
cord-296285-qiez6adj	91	13	Infectious	Infectious	NNP
cord-296285-qiez6adj	91	14	Diseases	Diseases	NNPS
cord-296285-qiez6adj	91	15	Prediction	Prediction	NNP
cord-296285-qiez6adj	91	16	of	of	IN
cord-296285-qiez6adj	91	17	the	the	DT
cord-296285-qiez6adj	91	18	Epidemic	Epidemic	NNP
cord-296285-qiez6adj	91	19	Peak	Peak	NNP
cord-296285-qiez6adj	91	20	of	of	IN
cord-296285-qiez6adj	91	21	Coronavirus	Coronavirus	NNP
cord-296285-qiez6adj	91	22	Disease	Disease	NNP
cord-296285-qiez6adj	91	23	in	in	IN
cord-296285-qiez6adj	91	24	Japan	Japan	NNP
cord-296285-qiez6adj	92	1	A	a	DT
cord-296285-qiez6adj	92	2	simplex	simplex	NN
cord-296285-qiez6adj	92	3	method	method	NN
cord-296285-qiez6adj	92	4	for	for	IN
cord-296285-qiez6adj	92	5	function	function	NN
cord-296285-qiez6adj	92	6	minimization	minimization	NN
cord-296285-qiez6adj	92	7	A	a	DT
cord-296285-qiez6adj	92	8	Simulation	Simulation	NNP
cord-296285-qiez6adj	92	9	Optimization	Optimization	NNP
cord-296285-qiez6adj	92	10	Approach	Approach	NNP
cord-296285-qiez6adj	92	11	to	to	IN
cord-296285-qiez6adj	92	12	Epidemic	Epidemic	NNP
cord-296285-qiez6adj	92	13	Forecasting	Forecasting	NNP
cord-296285-qiez6adj	92	14	Automatic	Automatic	NNP
cord-296285-qiez6adj	92	15	Selection	Selection	NNP
cord-296285-qiez6adj	92	16	of	of	IN
cord-296285-qiez6adj	92	17	Methods	Methods	NNPS
cord-296285-qiez6adj	92	18	for	for	IN
cord-296285-qiez6adj	92	19	Solving	solve	VBG
cord-296285-qiez6adj	92	20	Stiff	Stiff	NNP
cord-296285-qiez6adj	92	21	and	and	CC
cord-296285-qiez6adj	92	22	Nonstiff	Nonstiff	NNP
cord-296285-qiez6adj	92	23	Systems	Systems	NNPS
cord-296285-qiez6adj	92	24	of	of	IN
cord-296285-qiez6adj	92	25	Ordinary	Ordinary	NNP
cord-296285-qiez6adj	92	26	Differential	Differential	NNP
cord-296285-qiez6adj	92	27	Equations	Equations	NNP
cord-296285-qiez6adj	92	28	Short	short	JJ
cord-296285-qiez6adj	92	29	-	-	HYPH
cord-296285-qiez6adj	92	30	term	term	NN
cord-296285-qiez6adj	92	31	Forecasts	forecast	NNS
cord-296285-qiez6adj	92	32	of	of	IN
cord-296285-qiez6adj	92	33	the	the	DT
cord-296285-qiez6adj	92	34	COVID-19	COVID-19	NNP
cord-296285-qiez6adj	92	35	Epidemic	Epidemic	NNP
cord-296285-qiez6adj	92	36	in	in	IN
cord-296285-qiez6adj	92	37	Guangdong	Guangdong	NNP
cord-296285-qiez6adj	92	38	and	and	CC
cord-296285-qiez6adj	92	39	Zhejiang	Zhejiang	NNP
cord-296285-qiez6adj	92	40	Real	Real	NNP
cord-296285-qiez6adj	92	41	-	-	HYPH
cord-296285-qiez6adj	92	42	time	time	NN
cord-296285-qiez6adj	92	43	forecasts	forecast	NNS
cord-296285-qiez6adj	92	44	of	of	IN
cord-296285-qiez6adj	92	45	the	the	DT
cord-296285-qiez6adj	92	46	COVID-19	covid-19	JJ
cord-296285-qiez6adj	92	47	epidemic	epidemic	NN
cord-296285-qiez6adj	92	48	in	in	IN
cord-296285-qiez6adj	92	49	China	China	NNP
cord-296285-qiez6adj	92	50	from	from	IN
cord-296285-qiez6adj	92	51	Available	available	JJ
cord-296285-qiez6adj	92	52	at	at	IN