id	sid	tid	token	lemma	pos
cord-305969-yy4f4x5i	1	1	key	key	NN
cord-305969-yy4f4x5i	1	2	:	:	:
cord-305969-yy4f4x5i	2	1	cord-305969-yy4f4x5i	cord-305969-yy4f4x5i	JJ
cord-305969-yy4f4x5i	2	2	authors	author	NNS
cord-305969-yy4f4x5i	2	3	:	:	:
cord-305969-yy4f4x5i	2	4	Eng	Eng	NNP
cord-305969-yy4f4x5i	2	5	,	,	,
cord-305969-yy4f4x5i	2	6	John	John	NNP
cord-305969-yy4f4x5i	2	7	;	;	:
cord-305969-yy4f4x5i	2	8	Bluemke	Bluemke	NNP
cord-305969-yy4f4x5i	2	9	,	,	,
cord-305969-yy4f4x5i	2	10	David	David	NNP
cord-305969-yy4f4x5i	2	11	A.	a.	NN
cord-305969-yy4f4x5i	2	12	title	title	NN
cord-305969-yy4f4x5i	2	13	:	:	:
cord-305969-yy4f4x5i	2	14	Imaging	Imaging	NNP
cord-305969-yy4f4x5i	2	15	Publications	Publications	NNPS
cord-305969-yy4f4x5i	2	16	in	in	IN
cord-305969-yy4f4x5i	2	17	the	the	DT
cord-305969-yy4f4x5i	2	18	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	2	19	Pandemic	Pandemic	NNP
cord-305969-yy4f4x5i	2	20	:	:	:
cord-305969-yy4f4x5i	3	1	Applying	apply	VBG
cord-305969-yy4f4x5i	3	2	New	New	NNP
cord-305969-yy4f4x5i	3	3	Research	Research	NNP
cord-305969-yy4f4x5i	3	4	Results	Results	NNPS
cord-305969-yy4f4x5i	3	5	to	to	IN
cord-305969-yy4f4x5i	3	6	Clinical	clinical	JJ
cord-305969-yy4f4x5i	3	7	Practice	Practice	NNP
cord-305969-yy4f4x5i	3	8	date	date	NN
cord-305969-yy4f4x5i	3	9	:	:	:
cord-305969-yy4f4x5i	3	10	2020	2020	CD
cord-305969-yy4f4x5i	3	11	-	-	HYPH
cord-305969-yy4f4x5i	3	12	04	04	CD
cord-305969-yy4f4x5i	3	13	-	-	HYPH
cord-305969-yy4f4x5i	3	14	23	23	CD
cord-305969-yy4f4x5i	3	15	journal	journal	NN
cord-305969-yy4f4x5i	3	16	:	:	:
cord-305969-yy4f4x5i	3	17	Radiology	Radiology	NNP
cord-305969-yy4f4x5i	3	18	DOI	doi	NN
cord-305969-yy4f4x5i	3	19	:	:	:
cord-305969-yy4f4x5i	3	20	10.1148	10.1148	CD
cord-305969-yy4f4x5i	3	21	/	/	SYM
cord-305969-yy4f4x5i	3	22	radiol.2020201724	radiol.2020201724	NN
cord-305969-yy4f4x5i	3	23	sha	sha	NNP
cord-305969-yy4f4x5i	3	24	:	:	:
cord-305969-yy4f4x5i	4	1	98f6c77ac58c0039d56d5a2e6618f0621f90032d	98f6c77ac58c0039d56d5a2e6618f0621f90032d	NNP
cord-305969-yy4f4x5i	4	2	doc_id	doc_id	CD
cord-305969-yy4f4x5i	4	3	:	:	:
cord-305969-yy4f4x5i	5	1	305969	305969	CD
cord-305969-yy4f4x5i	5	2	cord_uid	cord_uid	NNS
cord-305969-yy4f4x5i	5	3	:	:	:
cord-305969-yy4f4x5i	6	1	yy4f4x5i	yy4f4x5i	NNP
cord-305969-yy4f4x5i	6	2	nan	nan	NNP
cord-305969-yy4f4x5i	6	3	Scientific	Scientific	NNP
cord-305969-yy4f4x5i	6	4	data	datum	NNS
cord-305969-yy4f4x5i	6	5	and	and	CC
cord-305969-yy4f4x5i	6	6	its	-PRON-	PRP$
cord-305969-yy4f4x5i	6	7	dissemination	dissemination	NN
cord-305969-yy4f4x5i	6	8	are	be	VBP
cord-305969-yy4f4x5i	6	9	essential	essential	JJ
cord-305969-yy4f4x5i	6	10	elements	element	NNS
cord-305969-yy4f4x5i	6	11	of	of	IN
cord-305969-yy4f4x5i	6	12	an	an	DT
cord-305969-yy4f4x5i	6	13	effective	effective	JJ
cord-305969-yy4f4x5i	6	14	response	response	NN
cord-305969-yy4f4x5i	6	15	to	to	IN
cord-305969-yy4f4x5i	6	16	the	the	DT
cord-305969-yy4f4x5i	6	17	current	current	JJ
cord-305969-yy4f4x5i	6	18	pandemic	pandemic	NN
cord-305969-yy4f4x5i	6	19	.	.	.
cord-305969-yy4f4x5i	7	1	As	as	IN
cord-305969-yy4f4x5i	7	2	the	the	DT
cord-305969-yy4f4x5i	7	3	global	global	JJ
cord-305969-yy4f4x5i	7	4	outbreak	outbreak	NN
cord-305969-yy4f4x5i	7	5	of	of	IN
cord-305969-yy4f4x5i	7	6	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	7	7	disease	disease	NN
cord-305969-yy4f4x5i	7	8	2019	2019	CD
cord-305969-yy4f4x5i	7	9	(	(	-LRB-
cord-305969-yy4f4x5i	7	10	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	7	11	)	)	-RRB-
cord-305969-yy4f4x5i	7	12	has	have	VBZ
cord-305969-yy4f4x5i	7	13	unfolded	unfold	VBN
cord-305969-yy4f4x5i	7	14	,	,	,
cord-305969-yy4f4x5i	7	15	biomedical	biomedical	JJ
cord-305969-yy4f4x5i	7	16	journals	journal	NNS
cord-305969-yy4f4x5i	7	17	including	include	VBG
cord-305969-yy4f4x5i	7	18	Radiology	Radiology	NNP
cord-305969-yy4f4x5i	7	19	have	have	VBP
cord-305969-yy4f4x5i	7	20	been	be	VBN
cord-305969-yy4f4x5i	7	21	working	work	VBG
cord-305969-yy4f4x5i	7	22	to	to	TO
cord-305969-yy4f4x5i	7	23	publish	publish	VB
cord-305969-yy4f4x5i	7	24	results	result	NNS
cord-305969-yy4f4x5i	7	25	of	of	IN
cord-305969-yy4f4x5i	7	26	clinical	clinical	JJ
cord-305969-yy4f4x5i	7	27	experience	experience	NN
cord-305969-yy4f4x5i	7	28	and	and	CC
cord-305969-yy4f4x5i	7	29	research	research	NN
cord-305969-yy4f4x5i	7	30	in	in	IN
cord-305969-yy4f4x5i	7	31	a	a	DT
cord-305969-yy4f4x5i	7	32	timely	timely	JJ
cord-305969-yy4f4x5i	7	33	manner	manner	NN
cord-305969-yy4f4x5i	7	34	(	(	-LRB-
cord-305969-yy4f4x5i	7	35	1	1	CD
cord-305969-yy4f4x5i	7	36	)	)	-RRB-
cord-305969-yy4f4x5i	7	37	.	.	.
cord-305969-yy4f4x5i	8	1	New	new	JJ
cord-305969-yy4f4x5i	8	2	imaging	imaging	NN
cord-305969-yy4f4x5i	8	3	research	research	NN
cord-305969-yy4f4x5i	8	4	aims	aim	VBZ
cord-305969-yy4f4x5i	8	5	to	to	TO
cord-305969-yy4f4x5i	8	6	help	help	VB
cord-305969-yy4f4x5i	8	7	radiologists	radiologist	NNS
cord-305969-yy4f4x5i	8	8	around	around	IN
cord-305969-yy4f4x5i	8	9	the	the	DT
cord-305969-yy4f4x5i	8	10	world	world	NN
cord-305969-yy4f4x5i	8	11	to	to	TO
cord-305969-yy4f4x5i	8	12	be	be	VB
cord-305969-yy4f4x5i	8	13	prepared	prepare	VBN
cord-305969-yy4f4x5i	8	14	for	for	IN
cord-305969-yy4f4x5i	8	15	the	the	DT
cord-305969-yy4f4x5i	8	16	arrival	arrival	NN
cord-305969-yy4f4x5i	8	17	of	of	IN
cord-305969-yy4f4x5i	8	18	patients	patient	NNS
cord-305969-yy4f4x5i	8	19	with	with	IN
cord-305969-yy4f4x5i	8	20	COVID-19	covid-19	CD
cord-305969-yy4f4x5i	8	21	in	in	IN
cord-305969-yy4f4x5i	8	22	their	-PRON-	PRP$
cord-305969-yy4f4x5i	8	23	practices	practice	NNS
cord-305969-yy4f4x5i	8	24	.	.	.
cord-305969-yy4f4x5i	9	1	In	in	IN
cord-305969-yy4f4x5i	9	2	the	the	DT
cord-305969-yy4f4x5i	9	3	last	last	JJ
cord-305969-yy4f4x5i	9	4	months	month	NNS
cord-305969-yy4f4x5i	9	5	,	,	,
cord-305969-yy4f4x5i	9	6	clinicians	clinician	NNS
cord-305969-yy4f4x5i	9	7	have	have	VBP
cord-305969-yy4f4x5i	9	8	seen	see	VBN
cord-305969-yy4f4x5i	9	9	hundreds	hundred	NNS
cord-305969-yy4f4x5i	9	10	of	of	IN
cord-305969-yy4f4x5i	9	11	research	research	NN
cord-305969-yy4f4x5i	9	12	headlines	headline	NNS
cord-305969-yy4f4x5i	9	13	on	on	IN
cord-305969-yy4f4x5i	9	14	all	all	DT
cord-305969-yy4f4x5i	9	15	aspects	aspect	NNS
cord-305969-yy4f4x5i	9	16	of	of	IN
cord-305969-yy4f4x5i	9	17	diagnosis	diagnosis	NN
cord-305969-yy4f4x5i	9	18	,	,	,
cord-305969-yy4f4x5i	9	19	monitoring	monitoring	NN
cord-305969-yy4f4x5i	9	20	,	,	,
cord-305969-yy4f4x5i	9	21	and	and	CC
cord-305969-yy4f4x5i	9	22	treatment	treatment	NN
cord-305969-yy4f4x5i	9	23	of	of	IN
cord-305969-yy4f4x5i	9	24	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	9	25	.	.	.
cord-305969-yy4f4x5i	10	1	The	the	DT
cord-305969-yy4f4x5i	10	2	plethora	plethora	NN
cord-305969-yy4f4x5i	10	3	of	of	IN
cord-305969-yy4f4x5i	10	4	new	new	JJ
cord-305969-yy4f4x5i	10	5	research	research	NN
cord-305969-yy4f4x5i	10	6	challenges	challenge	VBZ
cord-305969-yy4f4x5i	10	7	our	-PRON-	PRP$
cord-305969-yy4f4x5i	10	8	ability	ability	NN
cord-305969-yy4f4x5i	10	9	to	to	TO
cord-305969-yy4f4x5i	10	10	interpret	interpret	VB
cord-305969-yy4f4x5i	10	11	and	and	CC
cord-305969-yy4f4x5i	10	12	apply	apply	VB
cord-305969-yy4f4x5i	10	13	new	new	JJ
cord-305969-yy4f4x5i	10	14	research	research	NN
cord-305969-yy4f4x5i	10	15	results	result	NNS
cord-305969-yy4f4x5i	10	16	.	.	.
cord-305969-yy4f4x5i	11	1	Inevitably	inevitably	RB
cord-305969-yy4f4x5i	11	2	,	,	,
cord-305969-yy4f4x5i	11	3	we	-PRON-	PRP
cord-305969-yy4f4x5i	11	4	attempt	attempt	VBP
cord-305969-yy4f4x5i	11	5	to	to	TO
cord-305969-yy4f4x5i	11	6	intuitively	intuitively	RB
cord-305969-yy4f4x5i	11	7	extrapolate	extrapolate	VB
cord-305969-yy4f4x5i	11	8	new	new	JJ
cord-305969-yy4f4x5i	11	9	research	research	NN
cord-305969-yy4f4x5i	11	10	results	result	NNS
cord-305969-yy4f4x5i	11	11	to	to	IN
cord-305969-yy4f4x5i	11	12	my	-PRON-	PRP$
cord-305969-yy4f4x5i	11	13	patient	patient	NN
cord-305969-yy4f4x5i	11	14	and	and	CC
cord-305969-yy4f4x5i	11	15	my	-PRON-	PRP$
cord-305969-yy4f4x5i	11	16	hospital	hospital	NN
cord-305969-yy4f4x5i	11	17	,	,	,
cord-305969-yy4f4x5i	11	18	perhaps	perhaps	RB
cord-305969-yy4f4x5i	11	19	without	without	IN
cord-305969-yy4f4x5i	11	20	having	have	VBG
cord-305969-yy4f4x5i	11	21	time	time	NN
cord-305969-yy4f4x5i	11	22	to	to	TO
cord-305969-yy4f4x5i	11	23	discern	discern	VB
cord-305969-yy4f4x5i	11	24	critical	critical	JJ
cord-305969-yy4f4x5i	11	25	features	feature	NNS
cord-305969-yy4f4x5i	11	26	in	in	IN
cord-305969-yy4f4x5i	11	27	the	the	DT
cord-305969-yy4f4x5i	11	28	research	research	NN
cord-305969-yy4f4x5i	11	29	study	study	NN
cord-305969-yy4f4x5i	11	30	population	population	NN
cord-305969-yy4f4x5i	11	31	and	and	CC
cord-305969-yy4f4x5i	11	32	study	study	NN
cord-305969-yy4f4x5i	11	33	design	design	NN
cord-305969-yy4f4x5i	11	34	.	.	.
cord-305969-yy4f4x5i	12	1	In	in	IN
cord-305969-yy4f4x5i	12	2	this	this	DT
cord-305969-yy4f4x5i	12	3	article	article	NN
cord-305969-yy4f4x5i	12	4	,	,	,
cord-305969-yy4f4x5i	12	5	we	-PRON-	PRP
cord-305969-yy4f4x5i	12	6	review	review	VBP
cord-305969-yy4f4x5i	12	7	principles	principle	NNS
cord-305969-yy4f4x5i	12	8	clinical	clinical	JJ
cord-305969-yy4f4x5i	12	9	study	study	NN
cord-305969-yy4f4x5i	12	10	design	design	NN
cord-305969-yy4f4x5i	12	11	and	and	CC
cord-305969-yy4f4x5i	12	12	clinical	clinical	JJ
cord-305969-yy4f4x5i	12	13	epidemiology	epidemiology	NN
cord-305969-yy4f4x5i	12	14	as	as	IN
cord-305969-yy4f4x5i	12	15	applied	apply	VBN
cord-305969-yy4f4x5i	12	16	to	to	IN
cord-305969-yy4f4x5i	12	17	examples	example	NNS
cord-305969-yy4f4x5i	12	18	from	from	IN
cord-305969-yy4f4x5i	12	19	the	the	DT
cord-305969-yy4f4x5i	12	20	imaging	imaging	NN
cord-305969-yy4f4x5i	12	21	literature	literature	NN
cord-305969-yy4f4x5i	12	22	concerning	concern	VBG
cord-305969-yy4f4x5i	12	23	CT	CT	NNP
cord-305969-yy4f4x5i	12	24	diagnosis	diagnosis	NN
cord-305969-yy4f4x5i	12	25	of	of	IN
cord-305969-yy4f4x5i	12	26	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	12	27	.	.	.
cord-305969-yy4f4x5i	13	1	Our	-PRON-	PRP$
cord-305969-yy4f4x5i	13	2	goal	goal	NN
cord-305969-yy4f4x5i	13	3	is	be	VBZ
cord-305969-yy4f4x5i	13	4	to	to	TO
cord-305969-yy4f4x5i	13	5	assist	assist	VB
cord-305969-yy4f4x5i	13	6	the	the	DT
cord-305969-yy4f4x5i	13	7	clinician	clinician	NN
cord-305969-yy4f4x5i	13	8	in	in	IN
cord-305969-yy4f4x5i	13	9	their	-PRON-	PRP$
cord-305969-yy4f4x5i	13	10	critical	critical	JJ
cord-305969-yy4f4x5i	13	11	appraisal	appraisal	NN
cord-305969-yy4f4x5i	13	12	of	of	IN
cord-305969-yy4f4x5i	13	13	the	the	DT
cord-305969-yy4f4x5i	13	14	rapidly	rapidly	RB
cord-305969-yy4f4x5i	13	15	growing	grow	VBG
cord-305969-yy4f4x5i	13	16	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	13	17	imaging	image	VBG
cord-305969-yy4f4x5i	13	18	literature	literature	NN
cord-305969-yy4f4x5i	13	19	and	and	CC
cord-305969-yy4f4x5i	13	20	to	to	TO
cord-305969-yy4f4x5i	13	21	illustrate	illustrate	VB
cord-305969-yy4f4x5i	13	22	how	how	WRB
cord-305969-yy4f4x5i	13	23	these	these	DT
cord-305969-yy4f4x5i	13	24	new	new	JJ
cord-305969-yy4f4x5i	13	25	research	research	NN
cord-305969-yy4f4x5i	13	26	results	result	NNS
cord-305969-yy4f4x5i	13	27	may	may	MD
cord-305969-yy4f4x5i	13	28	apply	apply	VB
cord-305969-yy4f4x5i	13	29	to	to	IN
cord-305969-yy4f4x5i	13	30	daily	daily	JJ
cord-305969-yy4f4x5i	13	31	practice	practice	NN
cord-305969-yy4f4x5i	13	32	.	.	.
cord-305969-yy4f4x5i	14	1	Most	Most	JJS
cord-305969-yy4f4x5i	14	2	articles	article	NNS
cord-305969-yy4f4x5i	14	3	examining	examine	VBG
cord-305969-yy4f4x5i	14	4	CT	CT	NNP
cord-305969-yy4f4x5i	14	5	's	's	POS
cord-305969-yy4f4x5i	14	6	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	14	7	performance	performance	NN
cord-305969-yy4f4x5i	14	8	focus	focus	NN
cord-305969-yy4f4x5i	14	9	on	on	IN
cord-305969-yy4f4x5i	14	10	its	-PRON-	PRP$
cord-305969-yy4f4x5i	14	11	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	14	12	for	for	IN
cord-305969-yy4f4x5i	14	13	diagnosing	diagnose	VBG
cord-305969-yy4f4x5i	14	14	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	14	15	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	14	16	against	against	IN
cord-305969-yy4f4x5i	14	17	the	the	DT
cord-305969-yy4f4x5i	14	18	reference	reference	NN
cord-305969-yy4f4x5i	14	19	standard	standard	NN
cord-305969-yy4f4x5i	14	20	,	,	,
cord-305969-yy4f4x5i	14	21	reverse	reverse	JJ
cord-305969-yy4f4x5i	14	22	transcriptase	transcriptase	NN
cord-305969-yy4f4x5i	14	23	polymerase	polymerase	NN
cord-305969-yy4f4x5i	14	24	chain	chain	NN
cord-305969-yy4f4x5i	14	25	reaction	reaction	NN
cord-305969-yy4f4x5i	14	26	(	(	-LRB-
cord-305969-yy4f4x5i	14	27	RT	RT	NNP
cord-305969-yy4f4x5i	14	28	-	-	HYPH
cord-305969-yy4f4x5i	14	29	PCR	PCR	NNP
cord-305969-yy4f4x5i	14	30	)	)	-RRB-
cord-305969-yy4f4x5i	14	31	for	for	IN
cord-305969-yy4f4x5i	14	32	severe	severe	JJ
cord-305969-yy4f4x5i	14	33	acute	acute	JJ
cord-305969-yy4f4x5i	14	34	respiratory	respiratory	JJ
cord-305969-yy4f4x5i	14	35	syndrome	syndrome	NN
cord-305969-yy4f4x5i	14	36	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	14	37	2	2	CD
cord-305969-yy4f4x5i	15	1	(	(	-LRB-
cord-305969-yy4f4x5i	15	2	SARS	SARS	NNP
cord-305969-yy4f4x5i	15	3	-	-	HYPH
cord-305969-yy4f4x5i	15	4	CoV-2	CoV-2	NNP
cord-305969-yy4f4x5i	15	5	)	)	-RRB-
cord-305969-yy4f4x5i	16	1	(	(	-LRB-
cord-305969-yy4f4x5i	16	2	2	2	LS
cord-305969-yy4f4x5i	16	3	)	)	-RRB-
cord-305969-yy4f4x5i	16	4	.	.	.
cord-305969-yy4f4x5i	17	1	A	a	DT
cord-305969-yy4f4x5i	17	2	few	few	JJ
cord-305969-yy4f4x5i	17	3	articles	article	NNS
cord-305969-yy4f4x5i	17	4	also	also	RB
cord-305969-yy4f4x5i	17	5	consider	consider	VBP
cord-305969-yy4f4x5i	17	6	CT	CT	NNP
cord-305969-yy4f4x5i	17	7	's	's	POS
cord-305969-yy4f4x5i	17	8	specificity	specificity	NN
cord-305969-yy4f4x5i	17	9	.	.	.
cord-305969-yy4f4x5i	18	1	Although	although	IN
cord-305969-yy4f4x5i	18	2	a	a	DT
cord-305969-yy4f4x5i	18	3	logical	logical	JJ
cord-305969-yy4f4x5i	18	4	starting	starting	NN
cord-305969-yy4f4x5i	18	5	point	point	NN
cord-305969-yy4f4x5i	18	6	,	,	,
cord-305969-yy4f4x5i	18	7	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	18	8	and	and	CC
cord-305969-yy4f4x5i	18	9	specificity	specificity	NN
cord-305969-yy4f4x5i	18	10	,	,	,
cord-305969-yy4f4x5i	18	11	by	by	IN
cord-305969-yy4f4x5i	18	12	definition	definition	NN
cord-305969-yy4f4x5i	18	13	,	,	,
cord-305969-yy4f4x5i	18	14	indicate	indicate	VBP
cord-305969-yy4f4x5i	18	15	CT	CT	NNP
cord-305969-yy4f4x5i	18	16	's	's	POS
cord-305969-yy4f4x5i	18	17	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	18	18	performance	performance	NN
cord-305969-yy4f4x5i	18	19	when	when	WRB
cord-305969-yy4f4x5i	18	20	the	the	DT
cord-305969-yy4f4x5i	18	21	true	true	JJ
cord-305969-yy4f4x5i	18	22	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	18	23	status	status	NN
cord-305969-yy4f4x5i	18	24	is	be	VBZ
cord-305969-yy4f4x5i	18	25	already	already	RB
cord-305969-yy4f4x5i	18	26	known	know	VBN
cord-305969-yy4f4x5i	18	27	.	.	.
cord-305969-yy4f4x5i	19	1	Since	since	IN
cord-305969-yy4f4x5i	19	2	a	a	DT
cord-305969-yy4f4x5i	19	3	patient	patient	NN
cord-305969-yy4f4x5i	19	4	's	's	POS
cord-305969-yy4f4x5i	19	5	COVID-19	covid-19	NN
cord-305969-yy4f4x5i	19	6	status	status	NN
cord-305969-yy4f4x5i	19	7	is	be	VBZ
cord-305969-yy4f4x5i	19	8	typically	typically	RB
cord-305969-yy4f4x5i	19	9	unknown	unknown	JJ
cord-305969-yy4f4x5i	19	10	at	at	IN
cord-305969-yy4f4x5i	19	11	time	time	NN
cord-305969-yy4f4x5i	19	12	of	of	IN
cord-305969-yy4f4x5i	19	13	presentation	presentation	NN
cord-305969-yy4f4x5i	19	14	,	,	,
cord-305969-yy4f4x5i	19	15	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	19	16	and	and	CC
cord-305969-yy4f4x5i	19	17	specificity	specificity	NN
cord-305969-yy4f4x5i	19	18	are	be	VBP
cord-305969-yy4f4x5i	19	19	not	not	RB
cord-305969-yy4f4x5i	19	20	the	the	DT
cord-305969-yy4f4x5i	19	21	most	most	RBS
cord-305969-yy4f4x5i	19	22	clinically	clinically	RB
cord-305969-yy4f4x5i	19	23	useful	useful	JJ
cord-305969-yy4f4x5i	19	24	indicators	indicator	NNS
cord-305969-yy4f4x5i	19	25	of	of	IN
cord-305969-yy4f4x5i	19	26	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	19	27	test	test	NN
cord-305969-yy4f4x5i	19	28	performance	performance	NN
cord-305969-yy4f4x5i	19	29	.	.	.
cord-305969-yy4f4x5i	20	1	Instead	instead	RB
cord-305969-yy4f4x5i	20	2	,	,	,
cord-305969-yy4f4x5i	20	3	we	-PRON-	PRP
cord-305969-yy4f4x5i	20	4	need	need	VBP
cord-305969-yy4f4x5i	20	5	to	to	TO
cord-305969-yy4f4x5i	20	6	know	know	VB
cord-305969-yy4f4x5i	20	7	the	the	DT
cord-305969-yy4f4x5i	20	8	converse	converse	NN
cord-305969-yy4f4x5i	20	9	:	:	:
cord-305969-yy4f4x5i	20	10	how	how	WRB
cord-305969-yy4f4x5i	20	11	likely	likely	JJ
cord-305969-yy4f4x5i	20	12	is	be	VBZ
cord-305969-yy4f4x5i	20	13	the	the	DT
cord-305969-yy4f4x5i	20	14	patient	patient	NN
cord-305969-yy4f4x5i	20	15	to	to	TO
cord-305969-yy4f4x5i	20	16	have	have	VB
cord-305969-yy4f4x5i	20	17	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	20	18	given	give	VBN
cord-305969-yy4f4x5i	20	19	a	a	DT
cord-305969-yy4f4x5i	20	20	positive	positive	JJ
cord-305969-yy4f4x5i	20	21	or	or	CC
cord-305969-yy4f4x5i	20	22	negative	negative	JJ
cord-305969-yy4f4x5i	20	23	CT	ct	NN
cord-305969-yy4f4x5i	20	24	?	?	.
cord-305969-yy4f4x5i	21	1	This	this	DT
cord-305969-yy4f4x5i	21	2	last	last	JJ
cord-305969-yy4f4x5i	21	3	question	question	NN
cord-305969-yy4f4x5i	21	4	defines	define	VBZ
cord-305969-yy4f4x5i	21	5	the	the	DT
cord-305969-yy4f4x5i	21	6	concept	concept	NN
cord-305969-yy4f4x5i	21	7	of	of	IN
cord-305969-yy4f4x5i	21	8	predictive	predictive	JJ
cord-305969-yy4f4x5i	21	9	value	value	NN
cord-305969-yy4f4x5i	21	10	.	.	.
cord-305969-yy4f4x5i	22	1	In	in	IN
cord-305969-yy4f4x5i	22	2	the	the	DT
cord-305969-yy4f4x5i	22	3	current	current	JJ
cord-305969-yy4f4x5i	22	4	pandemic	pandemic	NN
cord-305969-yy4f4x5i	22	5	,	,	,
cord-305969-yy4f4x5i	22	6	positive	positive	JJ
cord-305969-yy4f4x5i	22	7	predictive	predictive	JJ
cord-305969-yy4f4x5i	22	8	value	value	NN
cord-305969-yy4f4x5i	22	9	(	(	-LRB-
cord-305969-yy4f4x5i	22	10	PPV	PPV	NNP
cord-305969-yy4f4x5i	22	11	)	)	-RRB-
cord-305969-yy4f4x5i	22	12	is	be	VBZ
cord-305969-yy4f4x5i	22	13	the	the	DT
cord-305969-yy4f4x5i	22	14	probability	probability	NN
cord-305969-yy4f4x5i	22	15	of	of	IN
cord-305969-yy4f4x5i	22	16	having	have	VBG
cord-305969-yy4f4x5i	22	17	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	22	18	when	when	WRB
cord-305969-yy4f4x5i	22	19	a	a	DT
cord-305969-yy4f4x5i	22	20	radiologist	radiologist	NN
cord-305969-yy4f4x5i	22	21	determines	determine	VBZ
cord-305969-yy4f4x5i	22	22	the	the	DT
cord-305969-yy4f4x5i	22	23	CT	CT	NNP
cord-305969-yy4f4x5i	22	24	is	be	VBZ
cord-305969-yy4f4x5i	22	25	positive	positive	JJ
cord-305969-yy4f4x5i	22	26	and	and	CC
cord-305969-yy4f4x5i	22	27	has	have	VBZ
cord-305969-yy4f4x5i	22	28	findings	finding	NNS
cord-305969-yy4f4x5i	22	29	that	that	WDT
cord-305969-yy4f4x5i	22	30	are	be	VBP
cord-305969-yy4f4x5i	22	31	consistent	consistent	JJ
cord-305969-yy4f4x5i	22	32	with	with	IN
cord-305969-yy4f4x5i	22	33	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	22	34	.	.	.
cord-305969-yy4f4x5i	23	1	The	the	DT
cord-305969-yy4f4x5i	23	2	negative	negative	JJ
cord-305969-yy4f4x5i	23	3	predictive	predictive	JJ
cord-305969-yy4f4x5i	23	4	value	value	NN
cord-305969-yy4f4x5i	23	5	(	(	-LRB-
cord-305969-yy4f4x5i	23	6	NPV	NPV	NNP
cord-305969-yy4f4x5i	23	7	)	)	-RRB-
cord-305969-yy4f4x5i	23	8	is	be	VBZ
cord-305969-yy4f4x5i	23	9	the	the	DT
cord-305969-yy4f4x5i	23	10	probability	probability	NN
cord-305969-yy4f4x5i	23	11	of	of	IN
cord-305969-yy4f4x5i	23	12	not	not	RB
cord-305969-yy4f4x5i	23	13	having	have	VBG
cord-305969-yy4f4x5i	23	14	the	the	DT
cord-305969-yy4f4x5i	23	15	disease	disease	NN
cord-305969-yy4f4x5i	23	16	when	when	WRB
cord-305969-yy4f4x5i	23	17	the	the	DT
cord-305969-yy4f4x5i	23	18	CT	CT	NNP
cord-305969-yy4f4x5i	23	19	is	be	VBZ
cord-305969-yy4f4x5i	23	20	negative	negative	JJ
cord-305969-yy4f4x5i	23	21	(	(	-LRB-
cord-305969-yy4f4x5i	23	22	or	or	CC
cord-305969-yy4f4x5i	23	23	normal	normal	JJ
cord-305969-yy4f4x5i	23	24	)	)	-RRB-
cord-305969-yy4f4x5i	23	25	.	.	.
cord-305969-yy4f4x5i	24	1	PPV	PPV	NNP
cord-305969-yy4f4x5i	24	2	and	and	CC
cord-305969-yy4f4x5i	24	3	NPV	NPV	NNP
cord-305969-yy4f4x5i	24	4	can	can	MD
cord-305969-yy4f4x5i	24	5	be	be	VB
cord-305969-yy4f4x5i	24	6	calculated	calculate	VBN
cord-305969-yy4f4x5i	24	7	by	by	IN
cord-305969-yy4f4x5i	24	8	well	well	RB
cord-305969-yy4f4x5i	24	9	-	-	HYPH
cord-305969-yy4f4x5i	24	10	known	know	VBN
cord-305969-yy4f4x5i	24	11	formulas	formula	NNS
cord-305969-yy4f4x5i	24	12	(	(	-LRB-
cord-305969-yy4f4x5i	24	13	Fig	Fig	NNP
cord-305969-yy4f4x5i	24	14	1	1	CD
cord-305969-yy4f4x5i	24	15	)	)	-RRB-
cord-305969-yy4f4x5i	24	16	(	(	-LRB-
cord-305969-yy4f4x5i	24	17	3	3	CD
cord-305969-yy4f4x5i	24	18	,	,	,
cord-305969-yy4f4x5i	24	19	4	4	CD
cord-305969-yy4f4x5i	24	20	)	)	-RRB-
cord-305969-yy4f4x5i	24	21	,	,	,
cord-305969-yy4f4x5i	24	22	but	but	CC
cord-305969-yy4f4x5i	24	23	the	the	DT
cord-305969-yy4f4x5i	24	24	calculations	calculation	NNS
cord-305969-yy4f4x5i	24	25	are	be	VBP
cord-305969-yy4f4x5i	24	26	not	not	RB
cord-305969-yy4f4x5i	24	27	easy	easy	JJ
cord-305969-yy4f4x5i	24	28	to	to	TO
cord-305969-yy4f4x5i	24	29	perform	perform	VB
cord-305969-yy4f4x5i	24	30	in	in	IN
cord-305969-yy4f4x5i	24	31	your	-PRON-	PRP$
cord-305969-yy4f4x5i	24	32	head	head	NN
cord-305969-yy4f4x5i	24	33	.	.	.
cord-305969-yy4f4x5i	25	1	To	to	TO
cord-305969-yy4f4x5i	25	2	obtain	obtain	VB
cord-305969-yy4f4x5i	25	3	a	a	DT
cord-305969-yy4f4x5i	25	4	better	well	RBR
cord-305969-yy4f4x5i	25	5	intuitive	intuitive	JJ
cord-305969-yy4f4x5i	25	6	understanding	understanding	NN
cord-305969-yy4f4x5i	25	7	of	of	IN
cord-305969-yy4f4x5i	25	8	the	the	DT
cord-305969-yy4f4x5i	25	9	PPV	PPV	NNP
cord-305969-yy4f4x5i	25	10	and	and	CC
cord-305969-yy4f4x5i	25	11	NPV	NPV	NNP
cord-305969-yy4f4x5i	25	12	formulas	formula	NNS
cord-305969-yy4f4x5i	25	13	,	,	,
cord-305969-yy4f4x5i	25	14	we	-PRON-	PRP
cord-305969-yy4f4x5i	25	15	consider	consider	VBP
cord-305969-yy4f4x5i	25	16	the	the	DT
cord-305969-yy4f4x5i	25	17	example	example	NN
cord-305969-yy4f4x5i	25	18	of	of	IN
cord-305969-yy4f4x5i	25	19	diagnosing	diagnose	VBG
cord-305969-yy4f4x5i	25	20	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	25	21	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	25	22	with	with	IN
cord-305969-yy4f4x5i	25	23	CT	CT	NNP
cord-305969-yy4f4x5i	25	24	.	.	.
cord-305969-yy4f4x5i	26	1	Consider	consider	VB
cord-305969-yy4f4x5i	26	2	an	an	DT
cord-305969-yy4f4x5i	26	3	example	example	NN
cord-305969-yy4f4x5i	26	4	of	of	IN
cord-305969-yy4f4x5i	26	5	CT	CT	NNP
cord-305969-yy4f4x5i	26	6	having	have	VBG
cord-305969-yy4f4x5i	26	7	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	26	8	of	of	IN
cord-305969-yy4f4x5i	26	9	97	97	CD
cord-305969-yy4f4x5i	26	10	%	%	NN
cord-305969-yy4f4x5i	26	11	(	(	-LRB-
cord-305969-yy4f4x5i	26	12	5	5	CD
cord-305969-yy4f4x5i	26	13	)	)	-RRB-
cord-305969-yy4f4x5i	26	14	and	and	CC
cord-305969-yy4f4x5i	26	15	an	an	DT
cord-305969-yy4f4x5i	26	16	(	(	-LRB-
cord-305969-yy4f4x5i	26	17	optimistic	optimistic	JJ
cord-305969-yy4f4x5i	26	18	)	)	-RRB-
cord-305969-yy4f4x5i	26	19	specificity	specificity	NN
cord-305969-yy4f4x5i	26	20	of	of	IN
cord-305969-yy4f4x5i	26	21	80	80	CD
cord-305969-yy4f4x5i	26	22	%	%	NN
cord-305969-yy4f4x5i	26	23	for	for	IN
cord-305969-yy4f4x5i	26	24	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	26	25	.	.	.
cord-305969-yy4f4x5i	27	1	In	in	IN
cord-305969-yy4f4x5i	27	2	addition	addition	NN
cord-305969-yy4f4x5i	27	3	,	,	,
cord-305969-yy4f4x5i	27	4	assume	assume	VB
cord-305969-yy4f4x5i	27	5	a	a	DT
cord-305969-yy4f4x5i	27	6	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	27	7	prevalence	prevalence	NN
cord-305969-yy4f4x5i	27	8	of	of	IN
cord-305969-yy4f4x5i	27	9	15	15	CD
cord-305969-yy4f4x5i	27	10	%	%	NN
cord-305969-yy4f4x5i	27	11	,	,	,
cord-305969-yy4f4x5i	27	12	(	(	-LRB-
cord-305969-yy4f4x5i	27	13	the	the	DT
cord-305969-yy4f4x5i	27	14	approximate	approximate	JJ
cord-305969-yy4f4x5i	27	15	percentage	percentage	NN
cord-305969-yy4f4x5i	27	16	of	of	IN
cord-305969-yy4f4x5i	27	17	positive	positive	JJ
cord-305969-yy4f4x5i	27	18	results	result	NNS
cord-305969-yy4f4x5i	27	19	found	find	VBN
cord-305969-yy4f4x5i	27	20	in	in	IN
cord-305969-yy4f4x5i	27	21	RT	RT	NNP
cord-305969-yy4f4x5i	27	22	-	-	HYPH
cord-305969-yy4f4x5i	27	23	PCR	PCR	NNP
cord-305969-yy4f4x5i	27	24	tests	test	NNS
cord-305969-yy4f4x5i	27	25	being	be	VBG
cord-305969-yy4f4x5i	27	26	performed	perform	VBN
cord-305969-yy4f4x5i	27	27	at	at	IN
cord-305969-yy4f4x5i	27	28	Johns	Johns	NNP
cord-305969-yy4f4x5i	27	29	Hopkins	Hopkins	NNP
cord-305969-yy4f4x5i	27	30	Medicine	Medicine	NNP
cord-305969-yy4f4x5i	27	31	hospitals	hospital	NNS
cord-305969-yy4f4x5i	27	32	at	at	IN
cord-305969-yy4f4x5i	27	33	the	the	DT
cord-305969-yy4f4x5i	27	34	present	present	JJ
cord-305969-yy4f4x5i	27	35	time	time	NN
cord-305969-yy4f4x5i	27	36	)	)	-RRB-
cord-305969-yy4f4x5i	27	37	.	.	.
cord-305969-yy4f4x5i	28	1	Inserting	insert	VBG
cord-305969-yy4f4x5i	28	2	these	these	DT
cord-305969-yy4f4x5i	28	3	assumptions	assumption	NNS
cord-305969-yy4f4x5i	28	4	into	into	IN
cord-305969-yy4f4x5i	28	5	the	the	DT
cord-305969-yy4f4x5i	28	6	formulas	formula	NNS
cord-305969-yy4f4x5i	28	7	in	in	IN
cord-305969-yy4f4x5i	28	8	Figure	figure	NN
cord-305969-yy4f4x5i	28	9	1	1	CD
cord-305969-yy4f4x5i	28	10	,	,	,
cord-305969-yy4f4x5i	28	11	the	the	DT
cord-305969-yy4f4x5i	28	12	calculated	calculate	VBN
cord-305969-yy4f4x5i	28	13	PPV	PPV	NNP
cord-305969-yy4f4x5i	28	14	is	be	VBZ
cord-305969-yy4f4x5i	28	15	only	only	RB
cord-305969-yy4f4x5i	28	16	46	46	CD
cord-305969-yy4f4x5i	28	17	%	%	NN
cord-305969-yy4f4x5i	28	18	,	,	,
cord-305969-yy4f4x5i	28	19	but	but	CC
cord-305969-yy4f4x5i	28	20	the	the	DT
cord-305969-yy4f4x5i	28	21	NPV	NPV	NNP
cord-305969-yy4f4x5i	28	22	is	be	VBZ
cord-305969-yy4f4x5i	28	23	99	99	CD
cord-305969-yy4f4x5i	28	24	%	%	NN
cord-305969-yy4f4x5i	28	25	(	(	-LRB-
cord-305969-yy4f4x5i	28	26	Fig	Fig	NNP
cord-305969-yy4f4x5i	28	27	2	2	CD
cord-305969-yy4f4x5i	28	28	)	)	-RRB-
cord-305969-yy4f4x5i	28	29	.	.	.
cord-305969-yy4f4x5i	29	1	Both	both	DT
cord-305969-yy4f4x5i	29	2	predictive	predictive	JJ
cord-305969-yy4f4x5i	29	3	values	value	NNS
cord-305969-yy4f4x5i	29	4	,	,	,
cord-305969-yy4f4x5i	29	5	especially	especially	RB
cord-305969-yy4f4x5i	29	6	the	the	DT
cord-305969-yy4f4x5i	29	7	PPV	PPV	NNP
cord-305969-yy4f4x5i	29	8	,	,	,
cord-305969-yy4f4x5i	29	9	are	be	VBP
cord-305969-yy4f4x5i	29	10	numerically	numerically	RB
cord-305969-yy4f4x5i	29	11	different	different	JJ
cord-305969-yy4f4x5i	29	12	from	from	IN
cord-305969-yy4f4x5i	29	13	the	the	DT
cord-305969-yy4f4x5i	29	14	assumed	assumed	JJ
cord-305969-yy4f4x5i	29	15	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	29	16	and	and	CC
cord-305969-yy4f4x5i	29	17	specificity	specificity	NN
cord-305969-yy4f4x5i	29	18	.	.	.
cord-305969-yy4f4x5i	30	1	Why	why	WRB
cord-305969-yy4f4x5i	30	2	?	?	.
cord-305969-yy4f4x5i	31	1	First	first	RB
cord-305969-yy4f4x5i	31	2	,	,	,
cord-305969-yy4f4x5i	31	3	the	the	DT
cord-305969-yy4f4x5i	31	4	PPV	PPV	NNP
cord-305969-yy4f4x5i	31	5	and	and	CC
cord-305969-yy4f4x5i	31	6	NPV	NPV	NNP
cord-305969-yy4f4x5i	31	7	formulas	formula	NNS
cord-305969-yy4f4x5i	31	8	include	include	VBP
cord-305969-yy4f4x5i	31	9	an	an	DT
cord-305969-yy4f4x5i	31	10	additional	additional	JJ
cord-305969-yy4f4x5i	31	11	component	component	NN
cord-305969-yy4f4x5i	31	12	-	-	:
cord-305969-yy4f4x5i	31	13	the	the	DT
cord-305969-yy4f4x5i	31	14	prevalence	prevalence	NN
cord-305969-yy4f4x5i	31	15	of	of	IN
cord-305969-yy4f4x5i	31	16	COVID-19-and	COVID-19-and	NNP
cord-305969-yy4f4x5i	32	1	the	the	DT
cord-305969-yy4f4x5i	32	2	PPV	PPV	NNP
cord-305969-yy4f4x5i	32	3	and	and	CC
cord-305969-yy4f4x5i	32	4	NPV	NPV	NNP
cord-305969-yy4f4x5i	32	5	are	be	VBP
cord-305969-yy4f4x5i	32	6	heavily	heavily	RB
cord-305969-yy4f4x5i	32	7	influenced	influence	VBN
cord-305969-yy4f4x5i	32	8	by	by	IN
cord-305969-yy4f4x5i	32	9	the	the	DT
cord-305969-yy4f4x5i	32	10	prevalence	prevalence	NN
cord-305969-yy4f4x5i	32	11	of	of	IN
cord-305969-yy4f4x5i	32	12	illness	illness	NN
cord-305969-yy4f4x5i	32	13	in	in	IN
cord-305969-yy4f4x5i	32	14	a	a	DT
cord-305969-yy4f4x5i	32	15	given	give	VBN
cord-305969-yy4f4x5i	32	16	population	population	NN
cord-305969-yy4f4x5i	32	17	(	(	-LRB-
cord-305969-yy4f4x5i	32	18	6	6	CD
cord-305969-yy4f4x5i	32	19	)	)	-RRB-
cord-305969-yy4f4x5i	32	20	.	.	.
cord-305969-yy4f4x5i	33	1	Second	second	JJ
cord-305969-yy4f4x5i	33	2	,	,	,
cord-305969-yy4f4x5i	33	3	intuition	intuition	NN
cord-305969-yy4f4x5i	33	4	may	may	MD
cord-305969-yy4f4x5i	33	5	naturally	naturally	RB
cord-305969-yy4f4x5i	33	6	associate	associate	VB
cord-305969-yy4f4x5i	33	7	PPV	PPV	NNP
cord-305969-yy4f4x5i	33	8	with	with	IN
cord-305969-yy4f4x5i	33	9	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	33	10	and	and	CC
cord-305969-yy4f4x5i	33	11	NPV	NPV	NNP
cord-305969-yy4f4x5i	33	12	with	with	IN
cord-305969-yy4f4x5i	33	13	specificity	specificity	NN
cord-305969-yy4f4x5i	33	14	.	.	.
cord-305969-yy4f4x5i	34	1	However	however	RB
cord-305969-yy4f4x5i	34	2	,	,	,
cord-305969-yy4f4x5i	34	3	this	this	DT
cord-305969-yy4f4x5i	34	4	intuition	intuition	NN
cord-305969-yy4f4x5i	34	5	is	be	VBZ
cord-305969-yy4f4x5i	34	6	not	not	RB
cord-305969-yy4f4x5i	34	7	correct	correct	JJ
cord-305969-yy4f4x5i	34	8	:	:	:
cord-305969-yy4f4x5i	34	9	unless	unless	IN
cord-305969-yy4f4x5i	34	10	the	the	DT
cord-305969-yy4f4x5i	34	11	disease	disease	NN
cord-305969-yy4f4x5i	34	12	prevalence	prevalence	NN
cord-305969-yy4f4x5i	34	13	is	be	VBZ
cord-305969-yy4f4x5i	34	14	much	much	RB
cord-305969-yy4f4x5i	34	15	greater	great	JJR
cord-305969-yy4f4x5i	34	16	than	than	IN
cord-305969-yy4f4x5i	34	17	50	50	CD
cord-305969-yy4f4x5i	34	18	%	%	NN
cord-305969-yy4f4x5i	34	19	,	,	,
cord-305969-yy4f4x5i	34	20	the	the	DT
cord-305969-yy4f4x5i	34	21	PPV	PPV	NNP
cord-305969-yy4f4x5i	34	22	calculation	calculation	NN
cord-305969-yy4f4x5i	34	23	is	be	VBZ
cord-305969-yy4f4x5i	34	24	mathematically	mathematically	RB
cord-305969-yy4f4x5i	34	25	dominated	dominate	VBN
cord-305969-yy4f4x5i	34	26	by	by	IN
cord-305969-yy4f4x5i	34	27	specificity	specificity	NN
cord-305969-yy4f4x5i	34	28	,	,	,
cord-305969-yy4f4x5i	34	29	rather	rather	RB
cord-305969-yy4f4x5i	34	30	than	than	IN
cord-305969-yy4f4x5i	34	31	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	34	32	(	(	-LRB-
cord-305969-yy4f4x5i	34	33	7	7	CD
cord-305969-yy4f4x5i	34	34	)	)	-RRB-
cord-305969-yy4f4x5i	34	35	.	.	.
cord-305969-yy4f4x5i	35	1	Because	because	IN
cord-305969-yy4f4x5i	35	2	CT	CT	NNP
cord-305969-yy4f4x5i	35	3	is	be	VBZ
cord-305969-yy4f4x5i	35	4	not	not	RB
cord-305969-yy4f4x5i	35	5	a	a	DT
cord-305969-yy4f4x5i	35	6	specific	specific	JJ
cord-305969-yy4f4x5i	35	7	test	test	NN
cord-305969-yy4f4x5i	35	8	for	for	IN
cord-305969-yy4f4x5i	35	9	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	35	10	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	35	11	,	,	,
cord-305969-yy4f4x5i	35	12	there	there	EX
cord-305969-yy4f4x5i	35	13	will	will	MD
cord-305969-yy4f4x5i	35	14	be	be	VB
cord-305969-yy4f4x5i	35	15	many	many	JJ
cord-305969-yy4f4x5i	35	16	cases	case	NNS
cord-305969-yy4f4x5i	35	17	(	(	-LRB-
cord-305969-yy4f4x5i	35	18	46	46	CD
cord-305969-yy4f4x5i	35	19	%	%	NN
cord-305969-yy4f4x5i	35	20	,	,	,
cord-305969-yy4f4x5i	35	21	or	or	CC
cord-305969-yy4f4x5i	35	22	about	about	RB
cord-305969-yy4f4x5i	35	23	1	1	CD
cord-305969-yy4f4x5i	35	24	out	out	IN
cord-305969-yy4f4x5i	35	25	of	of	IN
cord-305969-yy4f4x5i	35	26	every	every	DT
cord-305969-yy4f4x5i	35	27	2	2	CD
cord-305969-yy4f4x5i	35	28	cases	case	NNS
cord-305969-yy4f4x5i	35	29	)	)	-RRB-
cord-305969-yy4f4x5i	35	30	falsely	falsely	RB
cord-305969-yy4f4x5i	35	31	diagnosed	diagnose	VBN
cord-305969-yy4f4x5i	35	32	as	as	IN
cord-305969-yy4f4x5i	35	33	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	35	34	by	by	IN
cord-305969-yy4f4x5i	35	35	radiologists	radiologist	NNS
cord-305969-yy4f4x5i	35	36	who	who	WP
cord-305969-yy4f4x5i	35	37	note	note	VBP
cord-305969-yy4f4x5i	35	38	lung	lung	NN
cord-305969-yy4f4x5i	35	39	opacities	opacity	NNS
cord-305969-yy4f4x5i	35	40	as	as	IN
cord-305969-yy4f4x5i	35	41	"	"	``
cord-305969-yy4f4x5i	35	42	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	35	43	"	"	''
cord-305969-yy4f4x5i	35	44	of	of	IN
cord-305969-yy4f4x5i	35	45	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	35	46	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	35	47	.	.	.
cord-305969-yy4f4x5i	36	1	Therefore	therefore	RB
cord-305969-yy4f4x5i	36	2	,	,	,
cord-305969-yy4f4x5i	36	3	in	in	IN
cord-305969-yy4f4x5i	36	4	our	-PRON-	PRP$
cord-305969-yy4f4x5i	36	5	first	first	JJ
cord-305969-yy4f4x5i	36	6	example	example	NN
cord-305969-yy4f4x5i	36	7	,	,	,
cord-305969-yy4f4x5i	36	8	there	there	EX
cord-305969-yy4f4x5i	36	9	is	be	VBZ
cord-305969-yy4f4x5i	36	10	only	only	RB
cord-305969-yy4f4x5i	36	11	about	about	RB
cord-305969-yy4f4x5i	36	12	a	a	DT
cord-305969-yy4f4x5i	36	13	50	50	CD
cord-305969-yy4f4x5i	36	14	-	-	SYM
cord-305969-yy4f4x5i	36	15	50	50	CD
cord-305969-yy4f4x5i	36	16	chance	chance	NN
cord-305969-yy4f4x5i	36	17	that	that	IN
cord-305969-yy4f4x5i	36	18	the	the	DT
cord-305969-yy4f4x5i	36	19	positive	positive	JJ
cord-305969-yy4f4x5i	36	20	CT	CT	NNP
cord-305969-yy4f4x5i	36	21	findings	finding	NNS
cord-305969-yy4f4x5i	36	22	are	be	VBP
cord-305969-yy4f4x5i	36	23	actually	actually	RB
cord-305969-yy4f4x5i	36	24	due	due	JJ
cord-305969-yy4f4x5i	36	25	to	to	IN
cord-305969-yy4f4x5i	36	26	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	36	27	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	36	28	.	.	.
cord-305969-yy4f4x5i	37	1	On	on	IN
cord-305969-yy4f4x5i	37	2	the	the	DT
cord-305969-yy4f4x5i	37	3	other	other	JJ
cord-305969-yy4f4x5i	37	4	hand	hand	NN
cord-305969-yy4f4x5i	37	5	,	,	,
cord-305969-yy4f4x5i	37	6	our	-PRON-	PRP$
cord-305969-yy4f4x5i	37	7	example	example	NN
cord-305969-yy4f4x5i	37	8	case	case	NN
cord-305969-yy4f4x5i	37	9	with	with	IN
cord-305969-yy4f4x5i	37	10	NPV	NPV	NNP
cord-305969-yy4f4x5i	37	11	of	of	IN
cord-305969-yy4f4x5i	37	12	99	99	CD
cord-305969-yy4f4x5i	37	13	%	%	NN
cord-305969-yy4f4x5i	37	14	suggests	suggest	VBZ
cord-305969-yy4f4x5i	37	15	that	that	IN
cord-305969-yy4f4x5i	37	16	a	a	DT
cord-305969-yy4f4x5i	37	17	negative	negative	JJ
cord-305969-yy4f4x5i	37	18	CT	CT	NNP
cord-305969-yy4f4x5i	37	19	could	could	MD
cord-305969-yy4f4x5i	37	20	rule	rule	VB
cord-305969-yy4f4x5i	37	21	out	out	RP
cord-305969-yy4f4x5i	37	22	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	37	23	infection	infection	NN
cord-305969-yy4f4x5i	37	24	.	.	.
cord-305969-yy4f4x5i	38	1	This	this	DT
cord-305969-yy4f4x5i	38	2	is	be	VBZ
cord-305969-yy4f4x5i	38	3	because	because	IN
cord-305969-yy4f4x5i	38	4	the	the	DT
cord-305969-yy4f4x5i	38	5	NPV	NPV	NNP
cord-305969-yy4f4x5i	38	6	calculation	calculation	NN
cord-305969-yy4f4x5i	38	7	is	be	VBZ
cord-305969-yy4f4x5i	38	8	mathematically	mathematically	RB
cord-305969-yy4f4x5i	38	9	dominated	dominate	VBN
cord-305969-yy4f4x5i	38	10	by	by	IN
cord-305969-yy4f4x5i	38	11	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	38	12	,	,	,
cord-305969-yy4f4x5i	38	13	which	which	WDT
cord-305969-yy4f4x5i	38	14	is	be	VBZ
cord-305969-yy4f4x5i	38	15	high	high	JJ
cord-305969-yy4f4x5i	38	16	,	,	,
cord-305969-yy4f4x5i	38	17	rather	rather	RB
cord-305969-yy4f4x5i	38	18	than	than	IN
cord-305969-yy4f4x5i	38	19	specificity	specificity	NN
cord-305969-yy4f4x5i	38	20	(	(	-LRB-
cord-305969-yy4f4x5i	38	21	see	see	VB
cord-305969-yy4f4x5i	38	22	also	also	RB
cord-305969-yy4f4x5i	38	23	the	the	DT
cord-305969-yy4f4x5i	38	24	callout	callout	NN
cord-305969-yy4f4x5i	38	25	box	box	NN
cord-305969-yy4f4x5i	38	26	in	in	IN
cord-305969-yy4f4x5i	38	27	Fig	Fig	NNP
cord-305969-yy4f4x5i	38	28	3	3	CD
cord-305969-yy4f4x5i	38	29	)	)	-RRB-
cord-305969-yy4f4x5i	38	30	.	.	.
cord-305969-yy4f4x5i	39	1	If	if	IN
cord-305969-yy4f4x5i	39	2	CT	CT	NNP
cord-305969-yy4f4x5i	39	3	is	be	VBZ
cord-305969-yy4f4x5i	39	4	very	very	RB
cord-305969-yy4f4x5i	39	5	sensitive	sensitive	JJ
cord-305969-yy4f4x5i	39	6	for	for	IN
cord-305969-yy4f4x5i	39	7	detecting	detect	VBG
cord-305969-yy4f4x5i	39	8	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	39	9	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	39	10	,	,	,
cord-305969-yy4f4x5i	39	11	very	very	RB
cord-305969-yy4f4x5i	39	12	few	few	JJ
cord-305969-yy4f4x5i	39	13	cases	case	NNS
cord-305969-yy4f4x5i	39	14	will	will	MD
cord-305969-yy4f4x5i	39	15	be	be	VB
cord-305969-yy4f4x5i	39	16	missed	miss	VBN
cord-305969-yy4f4x5i	39	17	,	,	,
cord-305969-yy4f4x5i	39	18	so	so	RB
cord-305969-yy4f4x5i	39	19	a	a	DT
cord-305969-yy4f4x5i	39	20	patient	patient	NN
cord-305969-yy4f4x5i	39	21	with	with	IN
cord-305969-yy4f4x5i	39	22	a	a	DT
cord-305969-yy4f4x5i	39	23	negative	negative	JJ
cord-305969-yy4f4x5i	39	24	CT	CT	NNP
cord-305969-yy4f4x5i	39	25	will	will	MD
cord-305969-yy4f4x5i	39	26	be	be	VB
cord-305969-yy4f4x5i	39	27	unlikely	unlikely	JJ
cord-305969-yy4f4x5i	39	28	to	to	TO
cord-305969-yy4f4x5i	39	29	be	be	VB
cord-305969-yy4f4x5i	39	30	a	a	DT
cord-305969-yy4f4x5i	39	31	missed	missed	JJ
cord-305969-yy4f4x5i	39	32	case	case	NN
cord-305969-yy4f4x5i	39	33	(	(	-LRB-
cord-305969-yy4f4x5i	39	34	7	7	CD
cord-305969-yy4f4x5i	39	35	)	)	-RRB-
cord-305969-yy4f4x5i	39	36	.	.	.
cord-305969-yy4f4x5i	40	1	Although	although	IN
cord-305969-yy4f4x5i	40	2	the	the	DT
cord-305969-yy4f4x5i	40	3	preceding	precede	VBG
cord-305969-yy4f4x5i	40	4	example	example	NN
cord-305969-yy4f4x5i	40	5	was	be	VBD
cord-305969-yy4f4x5i	40	6	meant	mean	VBN
cord-305969-yy4f4x5i	40	7	to	to	TO
cord-305969-yy4f4x5i	40	8	be	be	VB
cord-305969-yy4f4x5i	40	9	illustrative	illustrative	JJ
cord-305969-yy4f4x5i	40	10	,	,	,
cord-305969-yy4f4x5i	40	11	the	the	DT
cord-305969-yy4f4x5i	40	12	calculation	calculation	NN
cord-305969-yy4f4x5i	40	13	demonstrates	demonstrate	VBZ
cord-305969-yy4f4x5i	40	14	similar	similar	JJ
cord-305969-yy4f4x5i	40	15	results	result	NNS
cord-305969-yy4f4x5i	40	16	-	-	:
cord-305969-yy4f4x5i	40	17	relatively	relatively	RB
cord-305969-yy4f4x5i	40	18	low	low	JJ
cord-305969-yy4f4x5i	40	19	PPV	PPV	NNP
cord-305969-yy4f4x5i	40	20	and	and	CC
cord-305969-yy4f4x5i	40	21	high	high	JJ
cord-305969-yy4f4x5i	40	22	NPV	NPV	NNP
cord-305969-yy4f4x5i	40	23	for	for	IN
cord-305969-yy4f4x5i	40	24	CT	CT	NNP
cord-305969-yy4f4x5i	40	25	-	-	HYPH
cord-305969-yy4f4x5i	40	26	across	across	IN
cord-305969-yy4f4x5i	40	27	plausible	plausible	JJ
cord-305969-yy4f4x5i	40	28	ranges	range	NNS
cord-305969-yy4f4x5i	40	29	of	of	IN
cord-305969-yy4f4x5i	40	30	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	40	31	,	,	,
cord-305969-yy4f4x5i	40	32	specificity	specificity	NN
cord-305969-yy4f4x5i	40	33	,	,	,
cord-305969-yy4f4x5i	40	34	and	and	CC
cord-305969-yy4f4x5i	40	35	prevalence	prevalence	NN
cord-305969-yy4f4x5i	40	36	(	(	-LRB-
cord-305969-yy4f4x5i	40	37	Fig	Fig	NNP
cord-305969-yy4f4x5i	40	38	2	2	CD
cord-305969-yy4f4x5i	40	39	)	)	-RRB-
cord-305969-yy4f4x5i	40	40	.	.	.
cord-305969-yy4f4x5i	41	1	Note	note	VB
cord-305969-yy4f4x5i	41	2	further	further	RB
cord-305969-yy4f4x5i	41	3	that	that	IN
cord-305969-yy4f4x5i	41	4	the	the	DT
cord-305969-yy4f4x5i	41	5	example	example	NN
cord-305969-yy4f4x5i	41	6	has	have	VBZ
cord-305969-yy4f4x5i	41	7	no	no	DT
cord-305969-yy4f4x5i	41	8	mention	mention	NN
cord-305969-yy4f4x5i	41	9	of	of	IN
cord-305969-yy4f4x5i	41	10	"	"	``
cord-305969-yy4f4x5i	41	11	quality	quality	NN
cord-305969-yy4f4x5i	41	12	"	"	''
cord-305969-yy4f4x5i	41	13	of	of	IN
cord-305969-yy4f4x5i	41	14	the	the	DT
cord-305969-yy4f4x5i	41	15	research	research	NN
cord-305969-yy4f4x5i	41	16	publication	publication	NN
cord-305969-yy4f4x5i	41	17	or	or	CC
cord-305969-yy4f4x5i	41	18	how	how	WRB
cord-305969-yy4f4x5i	41	19	many	many	JJ
cord-305969-yy4f4x5i	41	20	patients	patient	NNS
cord-305969-yy4f4x5i	41	21	were	be	VBD
cord-305969-yy4f4x5i	41	22	studied	study	VBN
cord-305969-yy4f4x5i	41	23	.	.	.
cord-305969-yy4f4x5i	42	1	Rather	rather	RB
cord-305969-yy4f4x5i	42	2	,	,	,
cord-305969-yy4f4x5i	42	3	it	-PRON-	PRP
cord-305969-yy4f4x5i	42	4	focuses	focus	VBZ
cord-305969-yy4f4x5i	42	5	on	on	IN
cord-305969-yy4f4x5i	42	6	the	the	DT
cord-305969-yy4f4x5i	42	7	effect	effect	NN
cord-305969-yy4f4x5i	42	8	of	of	IN
cord-305969-yy4f4x5i	42	9	the	the	DT
cord-305969-yy4f4x5i	42	10	clinical	clinical	JJ
cord-305969-yy4f4x5i	42	11	environment	environment	NN
cord-305969-yy4f4x5i	42	12	on	on	IN
cord-305969-yy4f4x5i	42	13	predictive	predictive	JJ
cord-305969-yy4f4x5i	42	14	value	value	NN
cord-305969-yy4f4x5i	42	15	.	.	.
cord-305969-yy4f4x5i	43	1	A	a	DT
cord-305969-yy4f4x5i	43	2	community	community	NN
cord-305969-yy4f4x5i	43	3	hospital	hospital	NN
cord-305969-yy4f4x5i	43	4	in	in	IN
cord-305969-yy4f4x5i	43	5	the	the	DT
cord-305969-yy4f4x5i	43	6	midwestern	midwestern	JJ
cord-305969-yy4f4x5i	43	7	portion	portion	NN
cord-305969-yy4f4x5i	43	8	of	of	IN
cord-305969-yy4f4x5i	43	9	the	the	DT
cord-305969-yy4f4x5i	43	10	United	United	NNP
cord-305969-yy4f4x5i	43	11	States	States	NNP
cord-305969-yy4f4x5i	43	12	may	may	MD
cord-305969-yy4f4x5i	43	13	have	have	VB
cord-305969-yy4f4x5i	43	14	a	a	DT
cord-305969-yy4f4x5i	43	15	community	community	NN
cord-305969-yy4f4x5i	43	16	prevalence	prevalence	NN
cord-305969-yy4f4x5i	43	17	of	of	IN
cord-305969-yy4f4x5i	43	18	COVID-19	covid-19	CD
cord-305969-yy4f4x5i	43	19	of	of	IN
cord-305969-yy4f4x5i	43	20	1	1	CD
cord-305969-yy4f4x5i	43	21	-	-	SYM
cord-305969-yy4f4x5i	43	22	2	2	CD
cord-305969-yy4f4x5i	43	23	%	%	NN
cord-305969-yy4f4x5i	43	24	;	;	:
cord-305969-yy4f4x5i	43	25	a	a	DT
cord-305969-yy4f4x5i	43	26	single	single	JJ
cord-305969-yy4f4x5i	43	27	nursing	nursing	NN
cord-305969-yy4f4x5i	43	28	home	home	NN
cord-305969-yy4f4x5i	43	29	in	in	IN
cord-305969-yy4f4x5i	43	30	the	the	DT
cord-305969-yy4f4x5i	43	31	same	same	JJ
cord-305969-yy4f4x5i	43	32	community	community	NN
cord-305969-yy4f4x5i	43	33	may	may	MD
cord-305969-yy4f4x5i	43	34	have	have	VB
cord-305969-yy4f4x5i	43	35	a	a	DT
cord-305969-yy4f4x5i	43	36	prevalence	prevalence	NN
cord-305969-yy4f4x5i	43	37	of	of	IN
cord-305969-yy4f4x5i	43	38	40	40	CD
cord-305969-yy4f4x5i	43	39	%	%	NN
cord-305969-yy4f4x5i	43	40	,	,	,
cord-305969-yy4f4x5i	43	41	approaching	approach	VBG
cord-305969-yy4f4x5i	43	42	that	that	IN
cord-305969-yy4f4x5i	43	43	reported	report	VBD
cord-305969-yy4f4x5i	43	44	in	in	IN
cord-305969-yy4f4x5i	43	45	Wuhan	Wuhan	NNP
cord-305969-yy4f4x5i	43	46	(	(	-LRB-
cord-305969-yy4f4x5i	43	47	2	2	CD
cord-305969-yy4f4x5i	43	48	)	)	-RRB-
cord-305969-yy4f4x5i	43	49	.	.	.
cord-305969-yy4f4x5i	44	1	CT	CT	NNP
cord-305969-yy4f4x5i	44	2	at	at	IN
cord-305969-yy4f4x5i	44	3	these	these	DT
cord-305969-yy4f4x5i	44	4	two	two	CD
cord-305969-yy4f4x5i	44	5	sites	site	NNS
cord-305969-yy4f4x5i	44	6	in	in	IN
cord-305969-yy4f4x5i	44	7	the	the	DT
cord-305969-yy4f4x5i	44	8	same	same	JJ
cord-305969-yy4f4x5i	44	9	community	community	NN
cord-305969-yy4f4x5i	44	10	would	would	MD
cord-305969-yy4f4x5i	44	11	have	have	VB
cord-305969-yy4f4x5i	44	12	vastly	vastly	RB
cord-305969-yy4f4x5i	44	13	different	different	JJ
cord-305969-yy4f4x5i	44	14	predictive	predictive	JJ
cord-305969-yy4f4x5i	44	15	values	value	NNS
cord-305969-yy4f4x5i	44	16	for	for	IN
cord-305969-yy4f4x5i	44	17	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	44	18	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	44	19	.	.	.
cord-305969-yy4f4x5i	45	1	A	a	DT
cord-305969-yy4f4x5i	45	2	supplement	supplement	NN
cord-305969-yy4f4x5i	45	3	to	to	IN
cord-305969-yy4f4x5i	45	4	this	this	DT
cord-305969-yy4f4x5i	45	5	article	article	NN
cord-305969-yy4f4x5i	45	6	includes	include	VBZ
cord-305969-yy4f4x5i	45	7	a	a	DT
cord-305969-yy4f4x5i	45	8	spreadsheet	spreadsheet	NN
cord-305969-yy4f4x5i	45	9	with	with	IN
cord-305969-yy4f4x5i	45	10	which	which	WDT
cord-305969-yy4f4x5i	45	11	the	the	DT
cord-305969-yy4f4x5i	45	12	reader	reader	NN
cord-305969-yy4f4x5i	45	13	can	can	MD
cord-305969-yy4f4x5i	45	14	try	try	VB
cord-305969-yy4f4x5i	45	15	their	-PRON-	PRP$
cord-305969-yy4f4x5i	45	16	own	own	JJ
cord-305969-yy4f4x5i	45	17	calculations	calculation	NNS
cord-305969-yy4f4x5i	45	18	(	(	-LRB-
cord-305969-yy4f4x5i	45	19	online	online	RB
cord-305969-yy4f4x5i	45	20	)	)	-RRB-
cord-305969-yy4f4x5i	45	21	.	.	.
cord-305969-yy4f4x5i	46	1	For	for	IN
cord-305969-yy4f4x5i	46	2	example	example	NN
cord-305969-yy4f4x5i	46	3	,	,	,
cord-305969-yy4f4x5i	46	4	if	if	IN
cord-305969-yy4f4x5i	46	5	specificity	specificity	NN
cord-305969-yy4f4x5i	46	6	is	be	VBZ
cord-305969-yy4f4x5i	46	7	lowered	lower	VBN
cord-305969-yy4f4x5i	46	8	to	to	IN
cord-305969-yy4f4x5i	46	9	a	a	DT
cord-305969-yy4f4x5i	46	10	less	less	RBR
cord-305969-yy4f4x5i	46	11	optimistic	optimistic	JJ
cord-305969-yy4f4x5i	46	12	value	value	NN
cord-305969-yy4f4x5i	46	13	of	of	IN
cord-305969-yy4f4x5i	46	14	50	50	CD
cord-305969-yy4f4x5i	46	15	%	%	NN
cord-305969-yy4f4x5i	46	16	,	,	,
cord-305969-yy4f4x5i	46	17	which	which	WDT
cord-305969-yy4f4x5i	46	18	is	be	VBZ
cord-305969-yy4f4x5i	46	19	the	the	DT
cord-305969-yy4f4x5i	46	20	upper	upper	JJ
cord-305969-yy4f4x5i	46	21	limit	limit	NN
cord-305969-yy4f4x5i	46	22	of	of	IN
cord-305969-yy4f4x5i	46	23	the	the	DT
cord-305969-yy4f4x5i	46	24	confidence	confidence	NN
cord-305969-yy4f4x5i	46	25	interval	interval	NN
cord-305969-yy4f4x5i	46	26	reported	report	VBN
cord-305969-yy4f4x5i	46	27	by	by	IN
cord-305969-yy4f4x5i	46	28	Kim	Kim	NNP
cord-305969-yy4f4x5i	46	29	et	et	NNP
cord-305969-yy4f4x5i	46	30	al	al	NNP
cord-305969-yy4f4x5i	46	31	.	.	.
cord-305969-yy4f4x5i	47	1	(	(	-LRB-
cord-305969-yy4f4x5i	47	2	2	2	LS
cord-305969-yy4f4x5i	47	3	)	)	-RRB-
cord-305969-yy4f4x5i	47	4	,	,	,
cord-305969-yy4f4x5i	47	5	the	the	DT
cord-305969-yy4f4x5i	47	6	calculated	calculate	VBN
cord-305969-yy4f4x5i	47	7	PPV	PPV	NNP
cord-305969-yy4f4x5i	47	8	in	in	IN
cord-305969-yy4f4x5i	47	9	our	-PRON-	PRP$
cord-305969-yy4f4x5i	47	10	example	example	NN
cord-305969-yy4f4x5i	47	11	case	case	NN
cord-305969-yy4f4x5i	47	12	would	would	MD
cord-305969-yy4f4x5i	47	13	be	be	VB
cord-305969-yy4f4x5i	47	14	a	a	DT
cord-305969-yy4f4x5i	47	15	lowly	lowly	JJ
cord-305969-yy4f4x5i	47	16	26	26	CD
cord-305969-yy4f4x5i	47	17	%	%	NN
cord-305969-yy4f4x5i	47	18	.	.	.
cord-305969-yy4f4x5i	48	1	was	be	VBD
cord-305969-yy4f4x5i	48	2	59	59	CD
cord-305969-yy4f4x5i	48	3	%	%	NN
cord-305969-yy4f4x5i	48	4	,	,	,
cord-305969-yy4f4x5i	48	5	which	which	WDT
cord-305969-yy4f4x5i	48	6	is	be	VBZ
cord-305969-yy4f4x5i	48	7	far	far	RB
cord-305969-yy4f4x5i	48	8	higher	high	JJR
cord-305969-yy4f4x5i	48	9	than	than	IN
cord-305969-yy4f4x5i	48	10	is	be	VBZ
cord-305969-yy4f4x5i	48	11	being	be	VBG
cord-305969-yy4f4x5i	48	12	reported	report	VBN
cord-305969-yy4f4x5i	48	13	in	in	IN
cord-305969-yy4f4x5i	48	14	the	the	DT
cord-305969-yy4f4x5i	48	15	United	United	NNP
cord-305969-yy4f4x5i	48	16	States	States	NNP
cord-305969-yy4f4x5i	48	17	at	at	IN
cord-305969-yy4f4x5i	48	18	the	the	DT
cord-305969-yy4f4x5i	48	19	present	present	JJ
cord-305969-yy4f4x5i	48	20	time	time	NN
cord-305969-yy4f4x5i	48	21	.	.	.
cord-305969-yy4f4x5i	49	1	In	in	IN
cord-305969-yy4f4x5i	49	2	theory	theory	NN
cord-305969-yy4f4x5i	49	3	,	,	,
cord-305969-yy4f4x5i	49	4	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	49	5	and	and	CC
cord-305969-yy4f4x5i	49	6	specificity	specificity	NN
cord-305969-yy4f4x5i	49	7	are	be	VBP
cord-305969-yy4f4x5i	49	8	inherent	inherent	JJ
cord-305969-yy4f4x5i	49	9	properties	property	NNS
cord-305969-yy4f4x5i	49	10	of	of	IN
cord-305969-yy4f4x5i	49	11	a	a	DT
cord-305969-yy4f4x5i	49	12	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	49	13	test	test	NN
cord-305969-yy4f4x5i	49	14	that	that	WDT
cord-305969-yy4f4x5i	49	15	are	be	VBP
cord-305969-yy4f4x5i	49	16	independent	independent	JJ
cord-305969-yy4f4x5i	49	17	of	of	IN
cord-305969-yy4f4x5i	49	18	disease	disease	NN
cord-305969-yy4f4x5i	49	19	prevalence	prevalence	NN
cord-305969-yy4f4x5i	49	20	(	(	-LRB-
cord-305969-yy4f4x5i	49	21	4	4	CD
cord-305969-yy4f4x5i	49	22	)	)	-RRB-
cord-305969-yy4f4x5i	49	23	.	.	.
cord-305969-yy4f4x5i	50	1	However	however	RB
cord-305969-yy4f4x5i	50	2	,	,	,
cord-305969-yy4f4x5i	50	3	in	in	IN
cord-305969-yy4f4x5i	50	4	practice	practice	NN
cord-305969-yy4f4x5i	50	5	,	,	,
cord-305969-yy4f4x5i	50	6	a	a	DT
cord-305969-yy4f4x5i	50	7	difference	difference	NN
cord-305969-yy4f4x5i	50	8	in	in	IN
cord-305969-yy4f4x5i	50	9	disease	disease	NN
cord-305969-yy4f4x5i	50	10	prevalence	prevalence	NN
cord-305969-yy4f4x5i	50	11	is	be	VBZ
cord-305969-yy4f4x5i	50	12	often	often	RB
cord-305969-yy4f4x5i	50	13	a	a	DT
cord-305969-yy4f4x5i	50	14	surrogate	surrogate	JJ
cord-305969-yy4f4x5i	50	15	marker	marker	NN
cord-305969-yy4f4x5i	50	16	for	for	IN
cord-305969-yy4f4x5i	50	17	underlying	underlie	VBG
cord-305969-yy4f4x5i	50	18	population	population	NN
cord-305969-yy4f4x5i	50	19	differences	difference	NNS
cord-305969-yy4f4x5i	50	20	that	that	WDT
cord-305969-yy4f4x5i	50	21	can	can	MD
cord-305969-yy4f4x5i	50	22	affect	affect	VB
cord-305969-yy4f4x5i	50	23	the	the	DT
cord-305969-yy4f4x5i	50	24	results	result	NNS
cord-305969-yy4f4x5i	50	25	of	of	IN
cord-305969-yy4f4x5i	50	26	testing	testing	NN
cord-305969-yy4f4x5i	50	27	and	and	CC
cord-305969-yy4f4x5i	50	28	treatment	treatment	NN
cord-305969-yy4f4x5i	50	29	.	.	.
cord-305969-yy4f4x5i	51	1	For	for	IN
cord-305969-yy4f4x5i	51	2	example	example	NN
cord-305969-yy4f4x5i	51	3	,	,	,
cord-305969-yy4f4x5i	51	4	one	one	CD
cord-305969-yy4f4x5i	51	5	possible	possible	JJ
cord-305969-yy4f4x5i	51	6	explanation	explanation	NN
cord-305969-yy4f4x5i	51	7	for	for	IN
cord-305969-yy4f4x5i	51	8	the	the	DT
cord-305969-yy4f4x5i	51	9	unexpectedly	unexpectedly	RB
cord-305969-yy4f4x5i	51	10	low	low	JJ
cord-305969-yy4f4x5i	51	11	specificity	specificity	NN
cord-305969-yy4f4x5i	51	12	reported	report	VBN
cord-305969-yy4f4x5i	51	13	by	by	IN
cord-305969-yy4f4x5i	51	14	Ai	Ai	NNP
cord-305969-yy4f4x5i	51	15	et	et	FW
cord-305969-yy4f4x5i	51	16	al	al	NNP
cord-305969-yy4f4x5i	51	17	.	.	NNP
cord-305969-yy4f4x5i	51	18	is	be	VBZ
cord-305969-yy4f4x5i	51	19	that	that	IN
cord-305969-yy4f4x5i	51	20	radiologists	radiologist	NNS
cord-305969-yy4f4x5i	51	21	were	be	VBD
cord-305969-yy4f4x5i	51	22	employing	employ	VBG
cord-305969-yy4f4x5i	51	23	a	a	DT
cord-305969-yy4f4x5i	51	24	low	low	JJ
cord-305969-yy4f4x5i	51	25	interpretation	interpretation	NN
cord-305969-yy4f4x5i	51	26	threshold	threshold	NN
cord-305969-yy4f4x5i	51	27	for	for	IN
cord-305969-yy4f4x5i	51	28	diagnosing	diagnose	VBG
cord-305969-yy4f4x5i	51	29	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	51	30	on	on	IN
cord-305969-yy4f4x5i	51	31	CT	CT	NNP
cord-305969-yy4f4x5i	51	32	-	-	,
cord-305969-yy4f4x5i	51	33	perhaps	perhaps	RB
cord-305969-yy4f4x5i	51	34	including	include	VBG
cord-305969-yy4f4x5i	51	35	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	51	36	patterns	pattern	NNS
cord-305969-yy4f4x5i	51	37	that	that	WDT
cord-305969-yy4f4x5i	51	38	are	be	VBP
cord-305969-yy4f4x5i	51	39	seen	see	VBN
cord-305969-yy4f4x5i	51	40	with	with	IN
cord-305969-yy4f4x5i	51	41	COVID-19	covid-19	NN
cord-305969-yy4f4x5i	51	42	but	but	CC
cord-305969-yy4f4x5i	51	43	are	be	VBP
cord-305969-yy4f4x5i	51	44	less	less	RBR
cord-305969-yy4f4x5i	51	45	typical	typical	JJ
cord-305969-yy4f4x5i	51	46	.	.	.
cord-305969-yy4f4x5i	52	1	A	a	DT
cord-305969-yy4f4x5i	52	2	low	low	JJ
cord-305969-yy4f4x5i	52	3	threshold	threshold	NN
cord-305969-yy4f4x5i	52	4	involves	involve	VBZ
cord-305969-yy4f4x5i	52	5	a	a	DT
cord-305969-yy4f4x5i	52	6	tradeoff	tradeoff	NN
cord-305969-yy4f4x5i	52	7	between	between	IN
cord-305969-yy4f4x5i	52	8	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	52	9	and	and	CC
cord-305969-yy4f4x5i	52	10	specificity	specificity	NN
cord-305969-yy4f4x5i	52	11	that	that	WDT
cord-305969-yy4f4x5i	52	12	favors	favor	VBZ
cord-305969-yy4f4x5i	52	13	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	52	14	.	.	.
cord-305969-yy4f4x5i	53	1	Such	such	JJ
cord-305969-yy4f4x5i	53	2	a	a	DT
cord-305969-yy4f4x5i	53	3	tradeoff	tradeoff	NN
cord-305969-yy4f4x5i	53	4	might	may	MD
cord-305969-yy4f4x5i	53	5	be	be	VB
cord-305969-yy4f4x5i	53	6	justified	justify	VBN
cord-305969-yy4f4x5i	53	7	in	in	IN
cord-305969-yy4f4x5i	53	8	an	an	DT
cord-305969-yy4f4x5i	53	9	epidemic	epidemic	NN
cord-305969-yy4f4x5i	53	10	area	area	NN
cord-305969-yy4f4x5i	53	11	with	with	IN
cord-305969-yy4f4x5i	53	12	an	an	DT
cord-305969-yy4f4x5i	53	13	extremely	extremely	RB
cord-305969-yy4f4x5i	53	14	high	high	JJ
cord-305969-yy4f4x5i	53	15	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	53	16	prevalence	prevalence	NN
cord-305969-yy4f4x5i	53	17	.	.	.
cord-305969-yy4f4x5i	54	1	Other	other	JJ
cord-305969-yy4f4x5i	54	2	possible	possible	JJ
cord-305969-yy4f4x5i	54	3	explanations	explanation	NNS
cord-305969-yy4f4x5i	54	4	for	for	IN
cord-305969-yy4f4x5i	54	5	an	an	DT
cord-305969-yy4f4x5i	54	6	unexpectedly	unexpectedly	RB
cord-305969-yy4f4x5i	54	7	low	low	JJ
cord-305969-yy4f4x5i	54	8	specificity	specificity	NN
cord-305969-yy4f4x5i	54	9	-	-	:
cord-305969-yy4f4x5i	54	10	not	not	RB
cord-305969-yy4f4x5i	54	11	necessarily	necessarily	RB
cord-305969-yy4f4x5i	54	12	applicable	applicable	JJ
cord-305969-yy4f4x5i	54	13	to	to	IN
cord-305969-yy4f4x5i	54	14	Ai	Ai	NNP
cord-305969-yy4f4x5i	54	15	et	et	FW
cord-305969-yy4f4x5i	54	16	al.-include	al.-include	NN
cord-305969-yy4f4x5i	54	17	an	an	DT
cord-305969-yy4f4x5i	54	18	imperfect	imperfect	JJ
cord-305969-yy4f4x5i	54	19	reference	reference	NN
cord-305969-yy4f4x5i	54	20	standard	standard	NN
cord-305969-yy4f4x5i	54	21	(	(	-LRB-
cord-305969-yy4f4x5i	54	22	e.g.	e.g.	RB
cord-305969-yy4f4x5i	54	23	,	,	,
cord-305969-yy4f4x5i	54	24	RT	RT	NNP
cord-305969-yy4f4x5i	54	25	-	-	HYPH
cord-305969-yy4f4x5i	54	26	PCR	PCR	NNP
cord-305969-yy4f4x5i	54	27	tests	test	NNS
cord-305969-yy4f4x5i	54	28	with	with	IN
cord-305969-yy4f4x5i	54	29	variable	variable	JJ
cord-305969-yy4f4x5i	54	30	performance	performance	NN
cord-305969-yy4f4x5i	54	31	due	due	IN
cord-305969-yy4f4x5i	54	32	to	to	IN
cord-305969-yy4f4x5i	54	33	varying	vary	VBG
cord-305969-yy4f4x5i	54	34	stages	stage	NNS
cord-305969-yy4f4x5i	54	35	of	of	IN
cord-305969-yy4f4x5i	54	36	viral	viral	JJ
cord-305969-yy4f4x5i	54	37	shedding	shedding	NN
cord-305969-yy4f4x5i	54	38	)	)	-RRB-
cord-305969-yy4f4x5i	54	39	or	or	CC
cord-305969-yy4f4x5i	54	40	high	high	JJ
cord-305969-yy4f4x5i	54	41	local	local	JJ
cord-305969-yy4f4x5i	54	42	prevalence	prevalence	NN
cord-305969-yy4f4x5i	54	43	of	of	IN
cord-305969-yy4f4x5i	54	44	infections	infection	NNS
cord-305969-yy4f4x5i	54	45	that	that	WDT
cord-305969-yy4f4x5i	54	46	mimic	mimic	VBP
cord-305969-yy4f4x5i	54	47	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	54	48	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	54	49	.	.	.
cord-305969-yy4f4x5i	55	1	Bai	Bai	NNP
cord-305969-yy4f4x5i	55	2	et	et	FW
cord-305969-yy4f4x5i	55	3	al	al	NNP
cord-305969-yy4f4x5i	55	4	.	.	NNP
cord-305969-yy4f4x5i	55	5	reported	report	VBD
cord-305969-yy4f4x5i	55	6	a	a	DT
cord-305969-yy4f4x5i	55	7	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	55	8	range	range	NN
cord-305969-yy4f4x5i	55	9	of	of	IN
cord-305969-yy4f4x5i	55	10	73	73	CD
cord-305969-yy4f4x5i	55	11	-	-	SYM
cord-305969-yy4f4x5i	55	12	93	93	CD
cord-305969-yy4f4x5i	55	13	%	%	NN
cord-305969-yy4f4x5i	55	14	and	and	CC
cord-305969-yy4f4x5i	55	15	a	a	DT
cord-305969-yy4f4x5i	55	16	specificity	specificity	NN
cord-305969-yy4f4x5i	55	17	range	range	NN
cord-305969-yy4f4x5i	55	18	of	of	IN
cord-305969-yy4f4x5i	55	19	93	93	CD
cord-305969-yy4f4x5i	55	20	-	-	SYM
cord-305969-yy4f4x5i	55	21	100	100	CD
cord-305969-yy4f4x5i	55	22	%	%	NN
cord-305969-yy4f4x5i	55	23	among	among	IN
cord-305969-yy4f4x5i	55	24	the	the	DT
cord-305969-yy4f4x5i	55	25	American	american	JJ
cord-305969-yy4f4x5i	55	26	radiologists	radiologist	NNS
cord-305969-yy4f4x5i	55	27	in	in	IN
cord-305969-yy4f4x5i	55	28	their	-PRON-	PRP$
cord-305969-yy4f4x5i	55	29	study	study	NN
cord-305969-yy4f4x5i	55	30	.	.	.
cord-305969-yy4f4x5i	56	1	But	but	CC
cord-305969-yy4f4x5i	56	2	their	-PRON-	PRP$
cord-305969-yy4f4x5i	56	3	study	study	NN
cord-305969-yy4f4x5i	56	4	was	be	VBD
cord-305969-yy4f4x5i	56	5	a	a	DT
cord-305969-yy4f4x5i	56	6	reader	reader	NN
cord-305969-yy4f4x5i	56	7	study	study	NN
cord-305969-yy4f4x5i	56	8	and	and	CC
cord-305969-yy4f4x5i	56	9	,	,	,
cord-305969-yy4f4x5i	56	10	by	by	IN
cord-305969-yy4f4x5i	56	11	design	design	NN
cord-305969-yy4f4x5i	56	12	,	,	,
cord-305969-yy4f4x5i	56	13	not	not	RB
cord-305969-yy4f4x5i	56	14	population	population	NN
cord-305969-yy4f4x5i	56	15	-	-	HYPH
cord-305969-yy4f4x5i	56	16	based	base	VBN
cord-305969-yy4f4x5i	56	17	.	.	.
cord-305969-yy4f4x5i	57	1	In	in	IN
cord-305969-yy4f4x5i	57	2	their	-PRON-	PRP$
cord-305969-yy4f4x5i	57	3	study	study	NN
cord-305969-yy4f4x5i	57	4	,	,	,
cord-305969-yy4f4x5i	57	5	the	the	DT
cord-305969-yy4f4x5i	57	6	prevalence	prevalence	NN
cord-305969-yy4f4x5i	57	7	of	of	IN
cord-305969-yy4f4x5i	57	8	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	57	9	approximated	approximate	VBN
cord-305969-yy4f4x5i	57	10	50	50	CD
cord-305969-yy4f4x5i	57	11	%	%	NN
cord-305969-yy4f4x5i	57	12	,	,	,
cord-305969-yy4f4x5i	57	13	which	which	WDT
cord-305969-yy4f4x5i	57	14	is	be	VBZ
cord-305969-yy4f4x5i	57	15	customary	customary	JJ
cord-305969-yy4f4x5i	57	16	for	for	IN
cord-305969-yy4f4x5i	57	17	well	well	RB
cord-305969-yy4f4x5i	57	18	-	-	HYPH
cord-305969-yy4f4x5i	57	19	designed	design	VBN
cord-305969-yy4f4x5i	57	20	reader	reader	NN
cord-305969-yy4f4x5i	57	21	studies	study	NNS
cord-305969-yy4f4x5i	57	22	.	.	.
cord-305969-yy4f4x5i	58	1	More	more	RBR
cord-305969-yy4f4x5i	58	2	importantly	importantly	RB
cord-305969-yy4f4x5i	58	3	,	,	,
cord-305969-yy4f4x5i	58	4	the	the	DT
cord-305969-yy4f4x5i	58	5	study	study	NN
cord-305969-yy4f4x5i	58	6	"	"	``
cord-305969-yy4f4x5i	58	7	population	population	NN
cord-305969-yy4f4x5i	58	8	"	"	''
cord-305969-yy4f4x5i	58	9	was	be	VBD
cord-305969-yy4f4x5i	58	10	contrived	contrived	JJ
cord-305969-yy4f4x5i	58	11	,	,	,
cord-305969-yy4f4x5i	58	12	again	again	RB
cord-305969-yy4f4x5i	58	13	by	by	IN
cord-305969-yy4f4x5i	58	14	design	design	NN
cord-305969-yy4f4x5i	58	15	.	.	.
cord-305969-yy4f4x5i	59	1	All	all	DT
cord-305969-yy4f4x5i	59	2	CT	CT	NNP
cord-305969-yy4f4x5i	59	3	cases	case	NNS
cord-305969-yy4f4x5i	59	4	,	,	,
cord-305969-yy4f4x5i	59	5	both	both	CC
cord-305969-yy4f4x5i	59	6	positive	positive	JJ
cord-305969-yy4f4x5i	59	7	and	and	CC
cord-305969-yy4f4x5i	59	8	negative	negative	JJ
cord-305969-yy4f4x5i	59	9	,	,	,
cord-305969-yy4f4x5i	59	10	were	be	VBD
cord-305969-yy4f4x5i	59	11	abnormal	abnormal	JJ
cord-305969-yy4f4x5i	59	12	.	.	.
cord-305969-yy4f4x5i	60	1	Furthermore	furthermore	RB
cord-305969-yy4f4x5i	60	2	,	,	,
cord-305969-yy4f4x5i	60	3	all	all	PDT
cord-305969-yy4f4x5i	60	4	the	the	DT
cord-305969-yy4f4x5i	60	5	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	60	6	"	"	``
cord-305969-yy4f4x5i	60	7	negative	negative	JJ
cord-305969-yy4f4x5i	60	8	"	"	''
cord-305969-yy4f4x5i	60	9	cases	case	NNS
cord-305969-yy4f4x5i	60	10	were	be	VBD
cord-305969-yy4f4x5i	60	11	patients	patient	NNS
cord-305969-yy4f4x5i	60	12	with	with	IN
cord-305969-yy4f4x5i	60	13	confirmed	confirm	VBN
cord-305969-yy4f4x5i	60	14	viral	viral	JJ
cord-305969-yy4f4x5i	60	15	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	60	16	of	of	IN
cord-305969-yy4f4x5i	60	17	another	another	DT
cord-305969-yy4f4x5i	60	18	type	type	NN
cord-305969-yy4f4x5i	60	19	.	.	.
cord-305969-yy4f4x5i	61	1	Obviously	obviously	RB
cord-305969-yy4f4x5i	61	2	,	,	,
cord-305969-yy4f4x5i	61	3	this	this	DT
cord-305969-yy4f4x5i	61	4	study	study	NN
cord-305969-yy4f4x5i	61	5	"	"	``
cord-305969-yy4f4x5i	61	6	population	population	NN
cord-305969-yy4f4x5i	61	7	"	"	''
cord-305969-yy4f4x5i	61	8	is	be	VBZ
cord-305969-yy4f4x5i	61	9	nothing	nothing	NN
cord-305969-yy4f4x5i	61	10	like	like	IN
cord-305969-yy4f4x5i	61	11	clinical	clinical	JJ
cord-305969-yy4f4x5i	61	12	practice	practice	NN
cord-305969-yy4f4x5i	61	13	.	.	.
cord-305969-yy4f4x5i	62	1	In	in	IN
cord-305969-yy4f4x5i	62	2	real	real	JJ
cord-305969-yy4f4x5i	62	3	practice	practice	NN
cord-305969-yy4f4x5i	62	4	,	,	,
cord-305969-yy4f4x5i	62	5	the	the	DT
cord-305969-yy4f4x5i	62	6	expected	expect	VBN
cord-305969-yy4f4x5i	62	7	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	62	8	negative	negative	JJ
cord-305969-yy4f4x5i	62	9	cases	case	NNS
cord-305969-yy4f4x5i	62	10	would	would	MD
cord-305969-yy4f4x5i	62	11	include	include	VB
cord-305969-yy4f4x5i	62	12	patients	patient	NNS
cord-305969-yy4f4x5i	62	13	with	with	IN
cord-305969-yy4f4x5i	62	14	thoracic	thoracic	JJ
cord-305969-yy4f4x5i	62	15	conditions	condition	NNS
cord-305969-yy4f4x5i	62	16	other	other	JJ
cord-305969-yy4f4x5i	62	17	than	than	IN
cord-305969-yy4f4x5i	62	18	viral	viral	JJ
cord-305969-yy4f4x5i	62	19	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	62	20	or	or	CC
cord-305969-yy4f4x5i	62	21	even	even	RB
cord-305969-yy4f4x5i	62	22	patients	patient	NNS
cord-305969-yy4f4x5i	62	23	with	with	IN
cord-305969-yy4f4x5i	62	24	no	no	DT
cord-305969-yy4f4x5i	62	25	thoracic	thoracic	JJ
cord-305969-yy4f4x5i	62	26	disease	disease	NN
cord-305969-yy4f4x5i	62	27	at	at	RB
cord-305969-yy4f4x5i	62	28	all	all	RB
cord-305969-yy4f4x5i	62	29	.	.	.
cord-305969-yy4f4x5i	63	1	Because	because	IN
cord-305969-yy4f4x5i	63	2	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	63	3	is	be	VBZ
cord-305969-yy4f4x5i	63	4	a	a	DT
cord-305969-yy4f4x5i	63	5	new	new	JJ
cord-305969-yy4f4x5i	63	6	disease	disease	NN
cord-305969-yy4f4x5i	63	7	,	,	,
cord-305969-yy4f4x5i	63	8	no	no	DT
cord-305969-yy4f4x5i	63	9	data	datum	NNS
cord-305969-yy4f4x5i	63	10	from	from	IN
cord-305969-yy4f4x5i	63	11	prospective	prospective	JJ
cord-305969-yy4f4x5i	63	12	,	,	,
cord-305969-yy4f4x5i	63	13	randomly	randomly	RB
cord-305969-yy4f4x5i	63	14	sampled	sample	VBN
cord-305969-yy4f4x5i	63	15	populations	population	NNS
cord-305969-yy4f4x5i	63	16	can	can	MD
cord-305969-yy4f4x5i	63	17	exist	exist	VB
cord-305969-yy4f4x5i	63	18	at	at	IN
cord-305969-yy4f4x5i	63	19	the	the	DT
cord-305969-yy4f4x5i	63	20	beginning	beginning	NN
cord-305969-yy4f4x5i	63	21	of	of	IN
cord-305969-yy4f4x5i	63	22	the	the	DT
cord-305969-yy4f4x5i	63	23	outbreak	outbreak	NN
cord-305969-yy4f4x5i	63	24	.	.	.
cord-305969-yy4f4x5i	64	1	Initial	initial	JJ
cord-305969-yy4f4x5i	64	2	studies	study	NNS
cord-305969-yy4f4x5i	64	3	must	must	MD
cord-305969-yy4f4x5i	64	4	rely	rely	VB
cord-305969-yy4f4x5i	64	5	on	on	IN
cord-305969-yy4f4x5i	64	6	retrospective	retrospective	JJ
cord-305969-yy4f4x5i	64	7	data	datum	NNS
cord-305969-yy4f4x5i	64	8	collected	collect	VBN
cord-305969-yy4f4x5i	64	9	from	from	IN
cord-305969-yy4f4x5i	64	10	patients	patient	NNS
cord-305969-yy4f4x5i	64	11	who	who	WP
cord-305969-yy4f4x5i	64	12	happened	happen	VBD
cord-305969-yy4f4x5i	64	13	to	to	TO
cord-305969-yy4f4x5i	64	14	have	have	VB
cord-305969-yy4f4x5i	64	15	both	both	DT
cord-305969-yy4f4x5i	64	16	CT	CT	NNP
cord-305969-yy4f4x5i	64	17	and	and	CC
cord-305969-yy4f4x5i	64	18	RT	RT	NNP
cord-305969-yy4f4x5i	64	19	-	-	HYPH
cord-305969-yy4f4x5i	64	20	PCR	PCR	NNP
cord-305969-yy4f4x5i	64	21	,	,	,
cord-305969-yy4f4x5i	64	22	the	the	DT
cord-305969-yy4f4x5i	64	23	reference	reference	NN
cord-305969-yy4f4x5i	64	24	test	test	NN
cord-305969-yy4f4x5i	64	25	.	.	.
cord-305969-yy4f4x5i	65	1	These	these	DT
cord-305969-yy4f4x5i	65	2	studies	study	NNS
cord-305969-yy4f4x5i	65	3	are	be	VBP
cord-305969-yy4f4x5i	65	4	subject	subject	JJ
cord-305969-yy4f4x5i	65	5	to	to	IN
cord-305969-yy4f4x5i	65	6	substantial	substantial	JJ
cord-305969-yy4f4x5i	65	7	selection	selection	NN
cord-305969-yy4f4x5i	65	8	bias	bias	NN
cord-305969-yy4f4x5i	65	9	,	,	,
cord-305969-yy4f4x5i	65	10	a	a	DT
cord-305969-yy4f4x5i	65	11	common	common	JJ
cord-305969-yy4f4x5i	65	12	problem	problem	NN
cord-305969-yy4f4x5i	65	13	with	with	IN
cord-305969-yy4f4x5i	65	14	retrospective	retrospective	JJ
cord-305969-yy4f4x5i	65	15	studies	study	NNS
cord-305969-yy4f4x5i	65	16	.	.	.
cord-305969-yy4f4x5i	66	1	These	these	DT
cord-305969-yy4f4x5i	66	2	biases	bias	NNS
cord-305969-yy4f4x5i	66	3	are	be	VBP
cord-305969-yy4f4x5i	66	4	well	well	RB
cord-305969-yy4f4x5i	66	5	-	-	HYPH
cord-305969-yy4f4x5i	66	6	recognized	recognize	VBN
cord-305969-yy4f4x5i	66	7	and	and	CC
cord-305969-yy4f4x5i	66	8	discussed	discuss	VBN
cord-305969-yy4f4x5i	66	9	elsewhere	elsewhere	RB
cord-305969-yy4f4x5i	66	10	(	(	-LRB-
cord-305969-yy4f4x5i	66	11	9	9	CD
cord-305969-yy4f4x5i	66	12	,	,	,
cord-305969-yy4f4x5i	66	13	10	10	CD
cord-305969-yy4f4x5i	66	14	)	)	-RRB-
cord-305969-yy4f4x5i	66	15	.	.	.
cord-305969-yy4f4x5i	66	16	 	 	_SP
cord-305969-yy4f4x5i	67	1	To	to	TO
cord-305969-yy4f4x5i	67	2	see	see	VB
cord-305969-yy4f4x5i	67	3	how	how	WRB
cord-305969-yy4f4x5i	67	4	results	result	NNS
cord-305969-yy4f4x5i	67	5	reported	report	VBN
cord-305969-yy4f4x5i	67	6	in	in	IN
cord-305969-yy4f4x5i	67	7	the	the	DT
cord-305969-yy4f4x5i	67	8	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	67	9	literature	literature	NN
cord-305969-yy4f4x5i	67	10	fit	fit	VBD
cord-305969-yy4f4x5i	67	11	into	into	IN
cord-305969-yy4f4x5i	67	12	our	-PRON-	PRP$
cord-305969-yy4f4x5i	67	13	clinical	clinical	JJ
cord-305969-yy4f4x5i	67	14	practice	practice	NN
cord-305969-yy4f4x5i	67	15	,	,	,
cord-305969-yy4f4x5i	67	16	it	-PRON-	PRP
cord-305969-yy4f4x5i	67	17	is	be	VBZ
cord-305969-yy4f4x5i	67	18	critical	critical	JJ
cord-305969-yy4f4x5i	67	19	to	to	TO
cord-305969-yy4f4x5i	67	20	understand	understand	VB
cord-305969-yy4f4x5i	67	21	the	the	DT
cord-305969-yy4f4x5i	67	22	relationship	relationship	NN
cord-305969-yy4f4x5i	67	23	between	between	IN
cord-305969-yy4f4x5i	67	24	each	each	DT
cord-305969-yy4f4x5i	67	25	study	study	NN
cord-305969-yy4f4x5i	67	26	population	population	NN
cord-305969-yy4f4x5i	67	27	and	and	CC
cord-305969-yy4f4x5i	67	28	that	that	DT
cord-305969-yy4f4x5i	67	29	encountered	encounter	VBN
cord-305969-yy4f4x5i	67	30	in	in	IN
cord-305969-yy4f4x5i	67	31	our	-PRON-	PRP$
cord-305969-yy4f4x5i	67	32	own	own	JJ
cord-305969-yy4f4x5i	67	33	clinical	clinical	JJ
cord-305969-yy4f4x5i	67	34	environment	environment	NN
cord-305969-yy4f4x5i	67	35	.	.	.
cord-305969-yy4f4x5i	68	1	Marked	marked	JJ
cord-305969-yy4f4x5i	68	2	differences	difference	NNS
cord-305969-yy4f4x5i	68	3	are	be	VBP
cord-305969-yy4f4x5i	68	4	likely	likely	JJ
cord-305969-yy4f4x5i	68	5	to	to	TO
cord-305969-yy4f4x5i	68	6	exist	exist	VB
cord-305969-yy4f4x5i	68	7	between	between	IN
cord-305969-yy4f4x5i	68	8	your	-PRON-	PRP$
cord-305969-yy4f4x5i	68	9	practice	practice	NN
cord-305969-yy4f4x5i	68	10	versus	versus	IN
cord-305969-yy4f4x5i	68	11	research	research	NN
cord-305969-yy4f4x5i	68	12	study	study	NN
cord-305969-yy4f4x5i	68	13	populations	population	NNS
cord-305969-yy4f4x5i	68	14	.	.	.
cord-305969-yy4f4x5i	69	1	As	as	IN
cord-305969-yy4f4x5i	69	2	illustrated	illustrate	VBN
cord-305969-yy4f4x5i	69	3	by	by	IN
cord-305969-yy4f4x5i	69	4	the	the	DT
cord-305969-yy4f4x5i	69	5	preceding	precede	VBG
cord-305969-yy4f4x5i	69	6	examples	example	NNS
cord-305969-yy4f4x5i	69	7	,	,	,
cord-305969-yy4f4x5i	69	8	population	population	NN
cord-305969-yy4f4x5i	69	9	differences	difference	NNS
cord-305969-yy4f4x5i	69	10	can	can	MD
cord-305969-yy4f4x5i	69	11	result	result	VB
cord-305969-yy4f4x5i	69	12	in	in	IN
cord-305969-yy4f4x5i	69	13	apparently	apparently	RB
cord-305969-yy4f4x5i	69	14	conflicting	conflict	VBG
cord-305969-yy4f4x5i	69	15	research	research	NN
cord-305969-yy4f4x5i	69	16	results	result	NNS
cord-305969-yy4f4x5i	69	17	,	,	,
cord-305969-yy4f4x5i	69	18	which	which	WDT
cord-305969-yy4f4x5i	69	19	can	can	MD
cord-305969-yy4f4x5i	69	20	lead	lead	VB
cord-305969-yy4f4x5i	69	21	to	to	IN
cord-305969-yy4f4x5i	69	22	the	the	DT
cord-305969-yy4f4x5i	69	23	conclusion	conclusion	NN
cord-305969-yy4f4x5i	69	24	that	that	IN
cord-305969-yy4f4x5i	69	25	the	the	DT
cord-305969-yy4f4x5i	69	26	"	"	``
cord-305969-yy4f4x5i	69	27	true	true	JJ
cord-305969-yy4f4x5i	69	28	"	"	''
cord-305969-yy4f4x5i	69	29	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	69	30	and	and	CC
cord-305969-yy4f4x5i	69	31	specificity	specificity	NN
cord-305969-yy4f4x5i	69	32	are	be	VBP
cord-305969-yy4f4x5i	69	33	yet	yet	RB
cord-305969-yy4f4x5i	69	34	unknown	unknown	JJ
cord-305969-yy4f4x5i	69	35	(	(	-LRB-
cord-305969-yy4f4x5i	69	36	11	11	CD
cord-305969-yy4f4x5i	69	37	)	)	-RRB-
cord-305969-yy4f4x5i	69	38	.	.	.
cord-305969-yy4f4x5i	70	1	In	in	IN
cord-305969-yy4f4x5i	70	2	reality	reality	NN
cord-305969-yy4f4x5i	70	3	,	,	,
cord-305969-yy4f4x5i	70	4	there	there	EX
cord-305969-yy4f4x5i	70	5	is	be	VBZ
cord-305969-yy4f4x5i	70	6	probably	probably	RB
cord-305969-yy4f4x5i	70	7	no	no	DT
cord-305969-yy4f4x5i	70	8	single	single	JJ
cord-305969-yy4f4x5i	70	9	"	"	``
cord-305969-yy4f4x5i	70	10	true	true	JJ
cord-305969-yy4f4x5i	70	11	"	"	''
cord-305969-yy4f4x5i	70	12	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	70	13	,	,	,
cord-305969-yy4f4x5i	70	14	specificity	specificity	NN
cord-305969-yy4f4x5i	70	15	,	,	,
cord-305969-yy4f4x5i	70	16	or	or	CC
cord-305969-yy4f4x5i	70	17	predictive	predictive	JJ
cord-305969-yy4f4x5i	70	18	value	value	NN
cord-305969-yy4f4x5i	70	19	that	that	WDT
cord-305969-yy4f4x5i	70	20	would	would	MD
cord-305969-yy4f4x5i	70	21	apply	apply	VB
cord-305969-yy4f4x5i	70	22	to	to	IN
cord-305969-yy4f4x5i	70	23	all	all	DT
cord-305969-yy4f4x5i	70	24	clinical	clinical	JJ
cord-305969-yy4f4x5i	70	25	practice	practice	NN
cord-305969-yy4f4x5i	70	26	settings	setting	NNS
cord-305969-yy4f4x5i	70	27	.	.	.
cord-305969-yy4f4x5i	71	1	Meta	Meta	NNP
cord-305969-yy4f4x5i	71	2	-	-	HYPH
cord-305969-yy4f4x5i	71	3	analyses	analysis	NNS
cord-305969-yy4f4x5i	71	4	are	be	VBP
cord-305969-yy4f4x5i	71	5	"	"	``
cord-305969-yy4f4x5i	71	6	studies	study	NNS
cord-305969-yy4f4x5i	71	7	of	of	IN
cord-305969-yy4f4x5i	71	8	studies	study	NNS
cord-305969-yy4f4x5i	71	9	"	"	''
cord-305969-yy4f4x5i	71	10	that	that	WDT
cord-305969-yy4f4x5i	71	11	attempt	attempt	VBP
cord-305969-yy4f4x5i	71	12	to	to	TO
cord-305969-yy4f4x5i	71	13	provide	provide	VB
cord-305969-yy4f4x5i	71	14	,	,	,
cord-305969-yy4f4x5i	71	15	e.g.	e.g.	RB
cord-305969-yy4f4x5i	71	16	,	,	,
cord-305969-yy4f4x5i	71	17	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	71	18	and	and	CC
cord-305969-yy4f4x5i	71	19	specificity	specificity	NN
cord-305969-yy4f4x5i	71	20	,	,	,
cord-305969-yy4f4x5i	71	21	across	across	IN
cord-305969-yy4f4x5i	71	22	all	all	DT
cord-305969-yy4f4x5i	71	23	published	publish	VBN
cord-305969-yy4f4x5i	71	24	research	research	NN
cord-305969-yy4f4x5i	71	25	on	on	IN
cord-305969-yy4f4x5i	71	26	the	the	DT
cord-305969-yy4f4x5i	71	27	topic	topic	NN
cord-305969-yy4f4x5i	71	28	.	.	.
cord-305969-yy4f4x5i	72	1	A	a	DT
cord-305969-yy4f4x5i	72	2	traditional	traditional	JJ
cord-305969-yy4f4x5i	72	3	meta	meta	NN
cord-305969-yy4f4x5i	72	4	-	-	HYPH
cord-305969-yy4f4x5i	72	5	analysis	analysis	NN
cord-305969-yy4f4x5i	72	6	of	of	IN
cord-305969-yy4f4x5i	72	7	a	a	DT
cord-305969-yy4f4x5i	72	8	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	72	9	test	test	NN
cord-305969-yy4f4x5i	72	10	begins	begin	VBZ
cord-305969-yy4f4x5i	72	11	by	by	IN
cord-305969-yy4f4x5i	72	12	assuming	assume	VBG
cord-305969-yy4f4x5i	72	13	the	the	DT
cord-305969-yy4f4x5i	72	14	existence	existence	NN
cord-305969-yy4f4x5i	72	15	of	of	IN
cord-305969-yy4f4x5i	72	16	underlying	underlie	VBG
cord-305969-yy4f4x5i	72	17	"	"	``
cord-305969-yy4f4x5i	72	18	true	true	JJ
cord-305969-yy4f4x5i	72	19	"	"	''
cord-305969-yy4f4x5i	72	20	values	value	NNS
cord-305969-yy4f4x5i	72	21	of	of	IN
cord-305969-yy4f4x5i	72	22	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	72	23	and	and	CC
cord-305969-yy4f4x5i	72	24	specificity	specificity	NN
cord-305969-yy4f4x5i	72	25	.	.	.
cord-305969-yy4f4x5i	73	1	A	a	DT
cord-305969-yy4f4x5i	73	2	meta	meta	JJ
cord-305969-yy4f4x5i	73	3	-	-	HYPH
cord-305969-yy4f4x5i	73	4	analysis	analysis	NN
cord-305969-yy4f4x5i	73	5	then	then	RB
cord-305969-yy4f4x5i	73	6	attempts	attempt	VBZ
cord-305969-yy4f4x5i	73	7	to	to	TO
cord-305969-yy4f4x5i	73	8	estimate	estimate	VB
cord-305969-yy4f4x5i	73	9	these	these	DT
cord-305969-yy4f4x5i	73	10	values	value	NNS
cord-305969-yy4f4x5i	73	11	by	by	IN
cord-305969-yy4f4x5i	73	12	pooling	pool	VBG
cord-305969-yy4f4x5i	73	13	the	the	DT
cord-305969-yy4f4x5i	73	14	results	result	NNS
cord-305969-yy4f4x5i	73	15	statistically	statistically	RB
cord-305969-yy4f4x5i	73	16	from	from	IN
cord-305969-yy4f4x5i	73	17	multiple	multiple	JJ
cord-305969-yy4f4x5i	73	18	studies	study	NNS
cord-305969-yy4f4x5i	73	19	.	.	.
cord-305969-yy4f4x5i	74	1	For	for	IN
cord-305969-yy4f4x5i	74	2	CT	CT	NNP
cord-305969-yy4f4x5i	74	3	diagnosis	diagnosis	NN
cord-305969-yy4f4x5i	74	4	of	of	IN
cord-305969-yy4f4x5i	74	5	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	74	6	,	,	,
cord-305969-yy4f4x5i	74	7	the	the	DT
cord-305969-yy4f4x5i	74	8	assumption	assumption	NN
cord-305969-yy4f4x5i	74	9	of	of	IN
cord-305969-yy4f4x5i	74	10	a	a	DT
cord-305969-yy4f4x5i	74	11	single	single	JJ
cord-305969-yy4f4x5i	74	12	set	set	NN
cord-305969-yy4f4x5i	74	13	of	of	IN
cord-305969-yy4f4x5i	74	14	true	true	JJ
cord-305969-yy4f4x5i	74	15	values	value	NNS
cord-305969-yy4f4x5i	74	16	is	be	VBZ
cord-305969-yy4f4x5i	74	17	,	,	,
cord-305969-yy4f4x5i	74	18	unfortunately	unfortunately	RB
cord-305969-yy4f4x5i	74	19	,	,	,
cord-305969-yy4f4x5i	74	20	not	not	RB
cord-305969-yy4f4x5i	74	21	a	a	DT
cord-305969-yy4f4x5i	74	22	good	good	JJ
cord-305969-yy4f4x5i	74	23	assumption	assumption	NN
cord-305969-yy4f4x5i	74	24	.	.	.
cord-305969-yy4f4x5i	75	1	A	a	DT
cord-305969-yy4f4x5i	75	2	high	high	JJ
cord-305969-yy4f4x5i	75	3	degree	degree	NN
cord-305969-yy4f4x5i	75	4	of	of	IN
cord-305969-yy4f4x5i	75	5	"	"	``
cord-305969-yy4f4x5i	75	6	heterogeneity	heterogeneity	NN
cord-305969-yy4f4x5i	75	7	"	"	''
cord-305969-yy4f4x5i	75	8	for	for	IN
cord-305969-yy4f4x5i	75	9	CT	CT	NNP
cord-305969-yy4f4x5i	75	10	has	have	VBZ
cord-305969-yy4f4x5i	75	11	been	be	VBN
cord-305969-yy4f4x5i	75	12	reported	report	VBN
cord-305969-yy4f4x5i	75	13	(	(	-LRB-
cord-305969-yy4f4x5i	75	14	2	2	CD
cord-305969-yy4f4x5i	75	15	)	)	-RRB-
cord-305969-yy4f4x5i	75	16	.	.	.
cord-305969-yy4f4x5i	76	1	For	for	IN
cord-305969-yy4f4x5i	76	2	example	example	NN
cord-305969-yy4f4x5i	76	3	,	,	,
cord-305969-yy4f4x5i	76	4	Kim	Kim	NNP
cord-305969-yy4f4x5i	76	5	Differences	Differences	NNPS
cord-305969-yy4f4x5i	76	6	in	in	IN
cord-305969-yy4f4x5i	76	7	patient	patient	JJ
cord-305969-yy4f4x5i	76	8	populations	population	NNS
cord-305969-yy4f4x5i	76	9	are	be	VBP
cord-305969-yy4f4x5i	76	10	acknowledged	acknowledge	VBN
cord-305969-yy4f4x5i	76	11	in	in	IN
cord-305969-yy4f4x5i	76	12	the	the	DT
cord-305969-yy4f4x5i	76	13	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	76	14	consensus	consensus	NN
cord-305969-yy4f4x5i	76	15	statements	statement	NNS
cord-305969-yy4f4x5i	76	16	from	from	IN
cord-305969-yy4f4x5i	76	17	the	the	DT
cord-305969-yy4f4x5i	76	18	Fleischner	Fleischner	NNP
cord-305969-yy4f4x5i	76	19	Society	Society	NNP
cord-305969-yy4f4x5i	76	20	,	,	,
cord-305969-yy4f4x5i	76	21	whose	whose	WP$
cord-305969-yy4f4x5i	76	22	guidelines	guideline	NNS
cord-305969-yy4f4x5i	76	23	are	be	VBP
cord-305969-yy4f4x5i	76	24	stratified	stratify	VBN
cord-305969-yy4f4x5i	76	25	according	accord	VBG
cord-305969-yy4f4x5i	76	26	to	to	IN
cord-305969-yy4f4x5i	76	27	disease	disease	NN
cord-305969-yy4f4x5i	76	28	risk	risk	NN
cord-305969-yy4f4x5i	76	29	and	and	CC
cord-305969-yy4f4x5i	76	30	severity	severity	NN
cord-305969-yy4f4x5i	76	31	(	(	-LRB-
cord-305969-yy4f4x5i	76	32	13	13	CD
cord-305969-yy4f4x5i	76	33	)	)	-RRB-
cord-305969-yy4f4x5i	76	34	.	.	.
cord-305969-yy4f4x5i	77	1	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	77	2	reporting	reporting	NN
cord-305969-yy4f4x5i	77	3	guidelines	guideline	NNS
cord-305969-yy4f4x5i	77	4	(	(	-LRB-
cord-305969-yy4f4x5i	77	5	11	11	CD
cord-305969-yy4f4x5i	77	6	)	)	-RRB-
cord-305969-yy4f4x5i	77	7	represent	represent	VBP
cord-305969-yy4f4x5i	77	8	an	an	DT
cord-305969-yy4f4x5i	77	9	initial	initial	JJ
cord-305969-yy4f4x5i	77	10	effort	effort	NN
cord-305969-yy4f4x5i	77	11	to	to	TO
cord-305969-yy4f4x5i	77	12	standardize	standardize	VB
cord-305969-yy4f4x5i	77	13	CT	CT	NNP
cord-305969-yy4f4x5i	77	14	interpretation	interpretation	NN
cord-305969-yy4f4x5i	77	15	thresholds	threshold	NNS
cord-305969-yy4f4x5i	77	16	,	,	,
cord-305969-yy4f4x5i	77	17	which	which	WDT
cord-305969-yy4f4x5i	77	18	would	would	MD
cord-305969-yy4f4x5i	77	19	otherwise	otherwise	RB
cord-305969-yy4f4x5i	77	20	be	be	VB
cord-305969-yy4f4x5i	77	21	a	a	DT
cord-305969-yy4f4x5i	77	22	source	source	NN
cord-305969-yy4f4x5i	77	23	of	of	IN
cord-305969-yy4f4x5i	77	24	hidden	hidden	JJ
cord-305969-yy4f4x5i	77	25	variability	variability	NN
cord-305969-yy4f4x5i	77	26	in	in	IN
cord-305969-yy4f4x5i	77	27	the	the	DT
cord-305969-yy4f4x5i	77	28	clinical	clinical	JJ
cord-305969-yy4f4x5i	77	29	population	population	NN
cord-305969-yy4f4x5i	77	30	.	.	.
cord-305969-yy4f4x5i	78	1	Rapid	rapid	JJ
cord-305969-yy4f4x5i	78	2	dissemination	dissemination	NN
cord-305969-yy4f4x5i	78	3	of	of	IN
cord-305969-yy4f4x5i	78	4	clinical	clinical	JJ
cord-305969-yy4f4x5i	78	5	evidence	evidence	NN
cord-305969-yy4f4x5i	78	6	will	will	MD
cord-305969-yy4f4x5i	78	7	continue	continue	VB
cord-305969-yy4f4x5i	78	8	to	to	TO
cord-305969-yy4f4x5i	78	9	be	be	VB
cord-305969-yy4f4x5i	78	10	an	an	DT
cord-305969-yy4f4x5i	78	11	important	important	JJ
cord-305969-yy4f4x5i	78	12	component	component	NN
cord-305969-yy4f4x5i	78	13	in	in	IN
cord-305969-yy4f4x5i	78	14	responding	respond	VBG
cord-305969-yy4f4x5i	78	15	to	to	IN
cord-305969-yy4f4x5i	78	16	the	the	DT
cord-305969-yy4f4x5i	78	17	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	78	18	pandemic	pandemic	NN
cord-305969-yy4f4x5i	78	19	.	.	.
cord-305969-yy4f4x5i	79	1	As	as	IN
cord-305969-yy4f4x5i	79	2	the	the	DT
cord-305969-yy4f4x5i	79	3	disease	disease	NN
cord-305969-yy4f4x5i	79	4	's	's	POS
cord-305969-yy4f4x5i	79	5	newness	newness	NN
cord-305969-yy4f4x5i	79	6	fades	fade	VBZ
cord-305969-yy4f4x5i	79	7	,	,	,
cord-305969-yy4f4x5i	79	8	opportunities	opportunity	NNS
cord-305969-yy4f4x5i	79	9	may	may	MD
cord-305969-yy4f4x5i	79	10	arise	arise	VB
cord-305969-yy4f4x5i	79	11	to	to	TO
cord-305969-yy4f4x5i	79	12	conduct	conduct	VB
cord-305969-yy4f4x5i	79	13	prospective	prospective	JJ
cord-305969-yy4f4x5i	79	14	studies	study	NNS
cord-305969-yy4f4x5i	79	15	on	on	IN
cord-305969-yy4f4x5i	79	16	randomly	randomly	RB
cord-305969-yy4f4x5i	79	17	sampled	sample	VBN
cord-305969-yy4f4x5i	79	18	populations	population	NNS
cord-305969-yy4f4x5i	79	19	.	.	.
cord-305969-yy4f4x5i	80	1	Even	even	RB
cord-305969-yy4f4x5i	80	2	with	with	IN
cord-305969-yy4f4x5i	80	3	these	these	DT
cord-305969-yy4f4x5i	80	4	more	more	RBR
cord-305969-yy4f4x5i	80	5	rigorously	rigorously	RB
cord-305969-yy4f4x5i	80	6	designed	design	VBN
cord-305969-yy4f4x5i	80	7	studies	study	NNS
cord-305969-yy4f4x5i	80	8	,	,	,
cord-305969-yy4f4x5i	80	9	attention	attention	NN
cord-305969-yy4f4x5i	80	10	will	will	MD
cord-305969-yy4f4x5i	80	11	still	still	RB
cord-305969-yy4f4x5i	80	12	be	be	VB
cord-305969-yy4f4x5i	80	13	necessary	necessary	JJ
cord-305969-yy4f4x5i	80	14	to	to	TO
cord-305969-yy4f4x5i	80	15	compare	compare	VB
cord-305969-yy4f4x5i	80	16	study	study	NN
cord-305969-yy4f4x5i	80	17	populations	population	NNS
cord-305969-yy4f4x5i	80	18	with	with	IN
cord-305969-yy4f4x5i	80	19	those	those	DT
cord-305969-yy4f4x5i	80	20	encountered	encounter	VBN
cord-305969-yy4f4x5i	80	21	in	in	IN
cord-305969-yy4f4x5i	80	22	clinical	clinical	JJ
cord-305969-yy4f4x5i	80	23	practice	practice	NN
cord-305969-yy4f4x5i	80	24	.	.	.
cord-305969-yy4f4x5i	81	1	Attention	attention	NN
cord-305969-yy4f4x5i	81	2	will	will	MD
cord-305969-yy4f4x5i	81	3	also	also	RB
cord-305969-yy4f4x5i	81	4	be	be	VB
cord-305969-yy4f4x5i	81	5	required	require	VBN
cord-305969-yy4f4x5i	81	6	if	if	IN
cord-305969-yy4f4x5i	81	7	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	81	8	prevalence	prevalence	NN
cord-305969-yy4f4x5i	81	9	or	or	CC
cord-305969-yy4f4x5i	81	10	severity	severity	NN
cord-305969-yy4f4x5i	81	11	shifts	shift	NNS
cord-305969-yy4f4x5i	81	12	in	in	IN
cord-305969-yy4f4x5i	81	13	clinical	clinical	JJ
cord-305969-yy4f4x5i	81	14	populations	population	NNS
cord-305969-yy4f4x5i	81	15	.	.	.
cord-305969-yy4f4x5i	82	1	Thoughtful	thoughtful	JJ
cord-305969-yy4f4x5i	82	2	application	application	NN
cord-305969-yy4f4x5i	82	3	of	of	IN
cord-305969-yy4f4x5i	82	4	clinical	clinical	JJ
cord-305969-yy4f4x5i	82	5	epidemiology	epidemiology	NN
cord-305969-yy4f4x5i	82	6	principles	principle	NNS
cord-305969-yy4f4x5i	82	7	is	be	VBZ
cord-305969-yy4f4x5i	82	8	necessary	necessary	JJ
cord-305969-yy4f4x5i	82	9	in	in	IN
cord-305969-yy4f4x5i	82	10	order	order	NN
cord-305969-yy4f4x5i	82	11	to	to	TO
cord-305969-yy4f4x5i	82	12	place	place	VB
cord-305969-yy4f4x5i	82	13	new	new	JJ
cord-305969-yy4f4x5i	82	14	COVID-19	covid-19	JJ
cord-305969-yy4f4x5i	82	15	evidence	evidence	NN
cord-305969-yy4f4x5i	82	16	in	in	IN
cord-305969-yy4f4x5i	82	17	a	a	DT
cord-305969-yy4f4x5i	82	18	proper	proper	JJ
cord-305969-yy4f4x5i	82	19	clinical	clinical	JJ
cord-305969-yy4f4x5i	82	20	context	context	NN
cord-305969-yy4f4x5i	82	21	that	that	WDT
cord-305969-yy4f4x5i	82	22	continues	continue	VBZ
cord-305969-yy4f4x5i	82	23	to	to	TO
cord-305969-yy4f4x5i	82	24	evolve	evolve	VB
cord-305969-yy4f4x5i	82	25	.	.	.
cord-305969-yy4f4x5i	83	1	For	for	IN
cord-305969-yy4f4x5i	83	2	the	the	DT
cord-305969-yy4f4x5i	83	3	"	"	``
cord-305969-yy4f4x5i	83	4	optimistic	optimistic	JJ
cord-305969-yy4f4x5i	83	5	"	"	''
cord-305969-yy4f4x5i	83	6	assumption	assumption	NN
cord-305969-yy4f4x5i	83	7	,	,	,
cord-305969-yy4f4x5i	83	8	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	83	9	is	be	VBZ
cord-305969-yy4f4x5i	83	10	97	97	CD
cord-305969-yy4f4x5i	83	11	%	%	NN
cord-305969-yy4f4x5i	83	12	and	and	CC
cord-305969-yy4f4x5i	83	13	specificity	specificity	NN
cord-305969-yy4f4x5i	83	14	is	be	VBZ
cord-305969-yy4f4x5i	83	15	80	80	CD
cord-305969-yy4f4x5i	83	16	%	%	NN
cord-305969-yy4f4x5i	83	17	.	.	.
cord-305969-yy4f4x5i	84	1	For	for	IN
cord-305969-yy4f4x5i	84	2	the	the	DT
cord-305969-yy4f4x5i	84	3	"	"	``
cord-305969-yy4f4x5i	84	4	pooled	pool	VBN
cord-305969-yy4f4x5i	84	5	"	"	''
cord-305969-yy4f4x5i	84	6	assumption	assumption	NN
cord-305969-yy4f4x5i	84	7	,	,	,
cord-305969-yy4f4x5i	84	8	sensitivity	sensitivity	NN
cord-305969-yy4f4x5i	84	9	is	be	VBZ
cord-305969-yy4f4x5i	84	10	94	94	CD
cord-305969-yy4f4x5i	84	11	%	%	NN
cord-305969-yy4f4x5i	84	12	and	and	CC
cord-305969-yy4f4x5i	84	13	specificity	specificity	NN
cord-305969-yy4f4x5i	84	14	is	be	VBZ
cord-305969-yy4f4x5i	84	15	37	37	CD
cord-305969-yy4f4x5i	84	16	%	%	NN
cord-305969-yy4f4x5i	84	17	,	,	,
cord-305969-yy4f4x5i	84	18	which	which	WDT
cord-305969-yy4f4x5i	84	19	are	be	VBP
cord-305969-yy4f4x5i	84	20	the	the	DT
cord-305969-yy4f4x5i	84	21	pooled	pool	VBN
cord-305969-yy4f4x5i	84	22	estimates	estimate	NNS
cord-305969-yy4f4x5i	84	23	from	from	IN
cord-305969-yy4f4x5i	84	24	the	the	DT
cord-305969-yy4f4x5i	84	25	meta	meta	NNP
cord-305969-yy4f4x5i	84	26	-	-	HYPH
cord-305969-yy4f4x5i	84	27	analysis	analysis	NN
cord-305969-yy4f4x5i	84	28	by	by	IN
cord-305969-yy4f4x5i	84	29	Kim	Kim	NNP
cord-305969-yy4f4x5i	84	30	et	et	NNP
cord-305969-yy4f4x5i	84	31	al	al	NNP
cord-305969-yy4f4x5i	84	32	.	.	.
cord-305969-yy4f4x5i	85	1	(	(	-LRB-
cord-305969-yy4f4x5i	85	2	2	2	LS
cord-305969-yy4f4x5i	85	3	)	)	-RRB-
cord-305969-yy4f4x5i	85	4	.	.	.
cord-305969-yy4f4x5i	86	1	Abbreviations	abbreviation	NNS
cord-305969-yy4f4x5i	86	2	:	:	:
cord-305969-yy4f4x5i	86	3	PPV	PPV	NNP
cord-305969-yy4f4x5i	86	4	=	=	NFP
cord-305969-yy4f4x5i	86	5	positive	positive	JJ
cord-305969-yy4f4x5i	86	6	predictive	predictive	JJ
cord-305969-yy4f4x5i	86	7	value	value	NN
cord-305969-yy4f4x5i	86	8	,	,	,
cord-305969-yy4f4x5i	86	9	NPV	NPV	NNP
cord-305969-yy4f4x5i	86	10	=	=	SYM
cord-305969-yy4f4x5i	86	11	negative	negative	JJ
cord-305969-yy4f4x5i	86	12	predictive	predictive	JJ
cord-305969-yy4f4x5i	86	13	value	value	NN
cord-305969-yy4f4x5i	86	14	,	,	,
cord-305969-yy4f4x5i	86	15	COVID-19	covid-19	NN
cord-305969-yy4f4x5i	86	16	=	=	SYM
cord-305969-yy4f4x5i	86	17	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	86	18	disease	disease	NN
cord-305969-yy4f4x5i	86	19	2019	2019	CD
cord-305969-yy4f4x5i	87	1	,	,	,
cord-305969-yy4f4x5i	87	2	CT	CT	NNP
cord-305969-yy4f4x5i	87	3	=	=	SYM
cord-305969-yy4f4x5i	87	4	computed	compute	VBD
cord-305969-yy4f4x5i	87	5	tomography	tomography	NN
cord-305969-yy4f4x5i	87	6	.	.	.
cord-305969-yy4f4x5i	87	7	 	 	_SP
cord-305969-yy4f4x5i	88	1	CT	CT	NNP
cord-305969-yy4f4x5i	88	2	imaging	imaging	NN
cord-305969-yy4f4x5i	88	3	of	of	IN
cord-305969-yy4f4x5i	88	4	the	the	DT
cord-305969-yy4f4x5i	88	5	2019	2019	CD
cord-305969-yy4f4x5i	88	6	novel	novel	NN
cord-305969-yy4f4x5i	88	7	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	88	8	(	(	-LRB-
cord-305969-yy4f4x5i	88	9	2019-nCoV	2019-ncov	CD
cord-305969-yy4f4x5i	88	10	)	)	-RRB-
cord-305969-yy4f4x5i	88	11	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	88	12	Diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	88	13	performance	performance	NN
cord-305969-yy4f4x5i	88	14	of	of	IN
cord-305969-yy4f4x5i	88	15	CT	CT	NNP
cord-305969-yy4f4x5i	88	16	and	and	CC
cord-305969-yy4f4x5i	88	17	reverse	reverse	VB
cord-305969-yy4f4x5i	88	18	transcriptasepolymerase	transcriptasepolymerase	NNP
cord-305969-yy4f4x5i	88	19	chain	chain	NN
cord-305969-yy4f4x5i	88	20	reaction	reaction	NN
cord-305969-yy4f4x5i	88	21	for	for	IN
cord-305969-yy4f4x5i	88	22	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	88	23	disease	disease	NN
cord-305969-yy4f4x5i	88	24	2019	2019	CD
cord-305969-yy4f4x5i	88	25	:	:	:
cord-305969-yy4f4x5i	88	26	a	a	DT
cord-305969-yy4f4x5i	88	27	meta	meta	JJ
cord-305969-yy4f4x5i	88	28	-	-	HYPH
cord-305969-yy4f4x5i	88	29	analysis	analysis	NN
cord-305969-yy4f4x5i	88	30	Statistical	statistical	JJ
cord-305969-yy4f4x5i	88	31	methods	method	NNS
cord-305969-yy4f4x5i	88	32	in	in	IN
cord-305969-yy4f4x5i	88	33	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	88	34	medicine	medicine	NN
cord-305969-yy4f4x5i	89	1	Clinical	clinical	JJ
cord-305969-yy4f4x5i	89	2	decision	decision	NN
cord-305969-yy4f4x5i	89	3	analysis	analysis	NN
cord-305969-yy4f4x5i	89	4	Correlation	correlation	NN
cord-305969-yy4f4x5i	89	5	of	of	IN
cord-305969-yy4f4x5i	89	6	chest	chest	NN
cord-305969-yy4f4x5i	89	7	CT	CT	NNP
cord-305969-yy4f4x5i	89	8	and	and	CC
cord-305969-yy4f4x5i	89	9	RT	RT	NNP
cord-305969-yy4f4x5i	89	10	-	-	HYPH
cord-305969-yy4f4x5i	89	11	PCR	PCR	NNP
cord-305969-yy4f4x5i	89	12	testing	testing	NN
cord-305969-yy4f4x5i	89	13	in	in	IN
cord-305969-yy4f4x5i	89	14	coronavirus	coronavirus	NN
cord-305969-yy4f4x5i	89	15	disease	disease	NN
cord-305969-yy4f4x5i	89	16	2019	2019	CD
cord-305969-yy4f4x5i	89	17	(	(	-LRB-
cord-305969-yy4f4x5i	89	18	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	89	19	)	)	-RRB-
cord-305969-yy4f4x5i	89	20	in	in	IN
cord-305969-yy4f4x5i	89	21	China	China	NNP
cord-305969-yy4f4x5i	89	22	:	:	:
cord-305969-yy4f4x5i	89	23	a	a	DT
cord-305969-yy4f4x5i	89	24	report	report	NN
cord-305969-yy4f4x5i	89	25	of	of	IN
cord-305969-yy4f4x5i	89	26	1014	1014	CD
cord-305969-yy4f4x5i	89	27	cases	case	NNS
cord-305969-yy4f4x5i	89	28	Evaluating	evaluate	VBG
cord-305969-yy4f4x5i	89	29	diagnostic	diagnostic	JJ
cord-305969-yy4f4x5i	89	30	tests	test	NNS
cord-305969-yy4f4x5i	89	31	Performance	performance	NN
cord-305969-yy4f4x5i	89	32	of	of	IN
cord-305969-yy4f4x5i	89	33	radiologists	radiologist	NNS
cord-305969-yy4f4x5i	89	34	in	in	IN
cord-305969-yy4f4x5i	89	35	differentiating	differentiate	VBG
cord-305969-yy4f4x5i	89	36	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	89	37	from	from	IN
cord-305969-yy4f4x5i	89	38	viral	viral	JJ
cord-305969-yy4f4x5i	89	39	pneumonia	pneumonia	NN
cord-305969-yy4f4x5i	89	40	on	on	IN
cord-305969-yy4f4x5i	89	41	chest	chest	NN
cord-305969-yy4f4x5i	89	42	CT	CT	NNP
cord-305969-yy4f4x5i	89	43	Assessment	Assessment	NNP
cord-305969-yy4f4x5i	89	44	of	of	IN
cord-305969-yy4f4x5i	89	45	radiologic	radiologic	JJ
cord-305969-yy4f4x5i	89	46	tests	test	NNS
cord-305969-yy4f4x5i	89	47	:	:	:
cord-305969-yy4f4x5i	89	48	control	control	NN
cord-305969-yy4f4x5i	89	49	of	of	IN
cord-305969-yy4f4x5i	89	50	bias	bias	NN
cord-305969-yy4f4x5i	89	51	and	and	CC
cord-305969-yy4f4x5i	89	52	other	other	JJ
cord-305969-yy4f4x5i	89	53	design	design	NN
cord-305969-yy4f4x5i	89	54	considerations	consideration	NNS
cord-305969-yy4f4x5i	90	1	Improving	improve	VBG
cord-305969-yy4f4x5i	90	2	radiology	radiology	NN
cord-305969-yy4f4x5i	90	3	research	research	NN
cord-305969-yy4f4x5i	90	4	methods	method	NNS
cord-305969-yy4f4x5i	90	5	:	:	:
cord-305969-yy4f4x5i	90	6	what	what	WP
cord-305969-yy4f4x5i	90	7	is	be	VBZ
cord-305969-yy4f4x5i	90	8	being	be	VBG
cord-305969-yy4f4x5i	90	9	asked	ask	VBN
cord-305969-yy4f4x5i	90	10	and	and	CC
cord-305969-yy4f4x5i	90	11	who	who	WP
cord-305969-yy4f4x5i	90	12	is	be	VBZ
cord-305969-yy4f4x5i	90	13	being	be	VBG
cord-305969-yy4f4x5i	90	14	studied	study	VBN
cord-305969-yy4f4x5i	90	15	?	?	.
cord-305969-yy4f4x5i	91	1	Radiological	Radiological	NNP
cord-305969-yy4f4x5i	91	2	Society	Society	NNP
cord-305969-yy4f4x5i	91	3	of	of	IN
cord-305969-yy4f4x5i	91	4	North	North	NNP
cord-305969-yy4f4x5i	91	5	America	America	NNP
cord-305969-yy4f4x5i	91	6	expert	expert	JJ
cord-305969-yy4f4x5i	91	7	consensus	consensus	NN
cord-305969-yy4f4x5i	91	8	statement	statement	NN
cord-305969-yy4f4x5i	91	9	on	on	IN
cord-305969-yy4f4x5i	91	10	reporting	report	VBG
cord-305969-yy4f4x5i	91	11	chest	chest	NN
cord-305969-yy4f4x5i	91	12	CT	CT	NNP
cord-305969-yy4f4x5i	91	13	findings	finding	NNS
cord-305969-yy4f4x5i	91	14	related	relate	VBN
cord-305969-yy4f4x5i	91	15	to	to	IN
cord-305969-yy4f4x5i	91	16	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	91	17	Chest	Chest	NNP
cord-305969-yy4f4x5i	91	18	CT	CT	NNP
cord-305969-yy4f4x5i	91	19	findings	finding	NNS
cord-305969-yy4f4x5i	91	20	in	in	IN
cord-305969-yy4f4x5i	91	21	cases	case	NNS
cord-305969-yy4f4x5i	91	22	from	from	IN
cord-305969-yy4f4x5i	91	23	the	the	DT
cord-305969-yy4f4x5i	91	24	cruise	cruise	NN
cord-305969-yy4f4x5i	91	25	ship	ship	NN
cord-305969-yy4f4x5i	91	26	"	"	``
cord-305969-yy4f4x5i	91	27	Diamond	Diamond	NNP
cord-305969-yy4f4x5i	91	28	Princess	Princess	NNP
cord-305969-yy4f4x5i	92	1	The	the	DT
cord-305969-yy4f4x5i	92	2	role	role	NN
cord-305969-yy4f4x5i	92	3	of	of	IN
cord-305969-yy4f4x5i	92	4	chest	chest	NN
cord-305969-yy4f4x5i	92	5	imaging	imaging	NN
cord-305969-yy4f4x5i	92	6	in	in	IN
cord-305969-yy4f4x5i	92	7	patient	patient	JJ
cord-305969-yy4f4x5i	92	8	management	management	NN
cord-305969-yy4f4x5i	92	9	during	during	IN
cord-305969-yy4f4x5i	92	10	the	the	DT
cord-305969-yy4f4x5i	92	11	COVID-19	COVID-19	NNP
cord-305969-yy4f4x5i	92	12	pandemic	pandemic	NN
cord-305969-yy4f4x5i	92	13	:	:	:
cord-305969-yy4f4x5i	92	14	a	a	DT
cord-305969-yy4f4x5i	92	15	multinational	multinational	JJ
cord-305969-yy4f4x5i	92	16	consensus	consensus	NN
cord-305969-yy4f4x5i	92	17	statement	statement	NN
cord-305969-yy4f4x5i	92	18	from	from	IN
cord-305969-yy4f4x5i	92	19	the	the	DT
cord-305969-yy4f4x5i	92	20	Fleischner	Fleischner	NNP
cord-305969-yy4f4x5i	92	21	Society	Society	NNP