id	sid	tid	token	lemma	pos
dpc-2078	1	1	dermatology	dermatology	NOUN
dpc-2078	1	2	:	:	PUNCT
dpc-2078	1	3	practical	practical	ADJ
dpc-2078	1	4	and	and	CCONJ
dpc-2078	1	5	conceptual	conceptual	ADJ
dpc-2078	1	6	original	original	ADJ
dpc-2078	1	7	article	article	NOUN
dpc-2078	1	8	|	|	ADV
dpc-2078	1	9	dermatol	dermatol	ADJ
dpc-2078	1	10	pract	pract	NOUN
dpc-2078	1	11	concept	concept	NOUN
dpc-2078	1	12	.	.	PUNCT
dpc-2078	2	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	2	2	1	1	NUM
dpc-2078	2	3	an	an	DET
dpc-2078	2	4	updated	update	VERB
dpc-2078	2	5	algorithm	algorithm	NOUN
dpc-2078	2	6	integrated	integrate	VERB
dpc-2078	2	7	with	with	ADP
dpc-2078	2	8	patient	patient	ADJ
dpc-2078	2	9	data	datum	NOUN
dpc-2078	2	10	for	for	ADP
dpc-2078	2	11	the	the	DET
dpc-2078	2	12	differentiation	differentiation	NOUN
dpc-2078	2	13	of	of	ADP
dpc-2078	2	14	atypical	atypical	ADJ
dpc-2078	2	15	nevi	nevi	NOUN
dpc-2078	2	16	from	from	ADP
dpc-2078	2	17	early	early	ADJ
dpc-2078	2	18	melanomas	melanoma	NOUN
dpc-2078	2	19	:	:	PUNCT
dpc-2078	2	20	the	the	DET
dpc-2078	2	21	idscore	idscore	NOUN
dpc-2078	2	22	2021	2021	NUM
dpc-2078	2	23	linda	linda	PROPN
dpc-2078	2	24	tognetti1	tognetti1	PROPN
dpc-2078	2	25	,	,	PUNCT
dpc-2078	2	26	alessandra	alessandra	PROPN
dpc-2078	2	27	cartocci1,2	cartocci1,2	PROPN
dpc-2078	2	28	,	,	PUNCT
dpc-2078	2	29	martina	martina	PROPN
dpc-2078	2	30	bertello1	bertello1	PROPN
dpc-2078	2	31	,	,	PUNCT
dpc-2078	2	32	mafalda	mafalda	PROPN
dpc-2078	2	33	giordani1	giordani1	PROPN
dpc-2078	2	34	,	,	PUNCT
dpc-2078	2	35	elisa	elisa	PROPN
dpc-2078	2	36	cinotti1	cinotti1	PROPN
dpc-2078	2	37	,	,	PUNCT
dpc-2078	2	38	gabriele	gabriele	PROPN
dpc-2078	2	39	cevenini3	cevenini3	PROPN
dpc-2078	2	40	,	,	PUNCT
dpc-2078	2	41	pietro	pietro	NOUN
dpc-2078	2	42	rubegni1	rubegni1	PROPN
dpc-2078	2	43	1	1	NUM
dpc-2078	2	44	dermatology	dermatology	NOUN
dpc-2078	2	45	unit	unit	NOUN
dpc-2078	2	46	,	,	PUNCT
dpc-2078	2	47	department	department	NOUN
dpc-2078	2	48	of	of	ADP
dpc-2078	2	49	medical	medical	ADJ
dpc-2078	2	50	,	,	PUNCT
dpc-2078	2	51	surgical	surgical	ADJ
dpc-2078	2	52	and	and	CCONJ
dpc-2078	2	53	neurosciences	neuroscience	NOUN
dpc-2078	2	54	,	,	PUNCT
dpc-2078	2	55	university	university	PROPN
dpc-2078	2	56	of	of	ADP
dpc-2078	2	57	siena	siena	PROPN
dpc-2078	2	58	,	,	PUNCT
dpc-2078	2	59	siena	siena	PROPN
dpc-2078	2	60	,	,	PUNCT
dpc-2078	2	61	italy	italy	PROPN
dpc-2078	2	62	2	2	NUM
dpc-2078	2	63	department	department	NOUN
dpc-2078	2	64	of	of	ADP
dpc-2078	2	65	medical	medical	ADJ
dpc-2078	2	66	biotechnologies	biotechnology	NOUN
dpc-2078	2	67	,	,	PUNCT
dpc-2078	2	68	university	university	NOUN
dpc-2078	2	69	of	of	ADP
dpc-2078	2	70	siena	siena	PROPN
dpc-2078	2	71	,	,	PUNCT
dpc-2078	2	72	siena	siena	PROPN
dpc-2078	2	73	,	,	PUNCT
dpc-2078	2	74	italy	italy	PROPN
dpc-2078	2	75	3	3	NUM
dpc-2078	2	76	bioengineering	bioengineering	NOUN
dpc-2078	2	77	&	&	CCONJ
dpc-2078	2	78	biomedical	biomedical	ADJ
dpc-2078	2	79	data	data	PROPN
dpc-2078	2	80	science	science	PROPN
dpc-2078	2	81	lab	lab	PROPN
dpc-2078	2	82	university	university	PROPN
dpc-2078	2	83	of	of	ADP
dpc-2078	2	84	siena	siena	PROPN
dpc-2078	2	85	,	,	PUNCT
dpc-2078	2	86	siena	siena	PROPN
dpc-2078	2	87	,	,	PUNCT
dpc-2078	2	88	italy	italy	PROPN
dpc-2078	2	89	key	key	ADJ
dpc-2078	2	90	words	word	NOUN
dpc-2078	2	91	:	:	PUNCT
dpc-2078	2	92	melanoma	melanoma	ADJ
dpc-2078	2	93	,	,	PUNCT
dpc-2078	2	94	atypical	atypical	ADJ
dpc-2078	2	95	nevi	nevi	NOUN
dpc-2078	2	96	,	,	PUNCT
dpc-2078	2	97	dermoscopy	dermoscopy	NOUN
dpc-2078	2	98	,	,	PUNCT
dpc-2078	2	99	risk	risk	NOUN
dpc-2078	2	100	factors	factor	NOUN
dpc-2078	2	101	citation	citation	NOUN
dpc-2078	2	102	:	:	PUNCT
dpc-2078	2	103	tognetti	tognetti	PROPN
dpc-2078	2	104	l	l	PROPN
dpc-2078	2	105	,	,	PUNCT
dpc-2078	2	106	cartocci	cartocci	VERB
dpc-2078	2	107	a	a	PRON
dpc-2078	2	108	,	,	PUNCT
dpc-2078	2	109	bertello	bertello	PROPN
dpc-2078	2	110	m	m	PROPN
dpc-2078	2	111	,	,	PUNCT
dpc-2078	2	112	et	et	PROPN
dpc-2078	2	113	al	al	PROPN
dpc-2078	2	114	.	.	PUNCT
dpc-2078	3	1	an	an	DET
dpc-2078	3	2	updated	update	VERB
dpc-2078	3	3	algorithm	algorithm	NOUN
dpc-2078	3	4	integrated	integrate	VERB
dpc-2078	3	5	with	with	ADP
dpc-2078	3	6	patient	patient	ADJ
dpc-2078	3	7	data	datum	NOUN
dpc-2078	3	8	for	for	ADP
dpc-2078	3	9	the	the	DET
dpc-2078	3	10	differentiation	differentiation	NOUN
dpc-2078	3	11	of	of	ADP
dpc-2078	3	12	atypical	atypical	ADJ
dpc-2078	3	13	nevi	nevi	NOUN
dpc-2078	3	14	from	from	ADP
dpc-2078	3	15	early	early	ADJ
dpc-2078	3	16	melanomas	melanoma	NOUN
dpc-2078	3	17	:	:	PUNCT
dpc-2078	3	18	the	the	DET
dpc-2078	3	19	idscore	idscore	NOUN
dpc-2078	3	20	2021	2021	NUM
dpc-2078	3	21	.	.	PUNCT
dpc-2078	4	1	dermatol	dermatol	NOUN
dpc-2078	4	2	pract	pract	PROPN
dpc-2078	4	3	concept	concept	NOUN
dpc-2078	4	4	.	.	PUNCT
dpc-2078	5	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	5	2	.	.	X
dpc-2078	5	3	doi	doi	PROPN
dpc-2078	5	4	:	:	PUNCT
dpc-2078	5	5	https://doi.org/10.5826/dpc.1203a134	https://doi.org/10.5826/dpc.1203a134	PROPN
dpc-2078	5	6	accepted	accept	VERB
dpc-2078	5	7	:	:	PUNCT
dpc-2078	5	8	november	november	PROPN
dpc-2078	5	9	27	27	NUM
dpc-2078	5	10	,	,	PUNCT
dpc-2078	5	11	2021	2021	NUM
dpc-2078	5	12	;	;	PUNCT
dpc-2078	5	13	published	publish	VERB
dpc-2078	5	14	:	:	PUNCT
dpc-2078	6	1	july	july	PROPN
dpc-2078	6	2	2022	2022	NUM
dpc-2078	6	3	copyright	copyright	NOUN
dpc-2078	6	4	:	:	PUNCT
dpc-2078	6	5	©	©	PROPN
dpc-2078	6	6	2022	2022	NUM
dpc-2078	6	7	tognetti	tognetti	NOUN
dpc-2078	6	8	et	et	PROPN
dpc-2078	6	9	al	al	PROPN
dpc-2078	6	10	.	.	PUNCT
dpc-2078	7	1	this	this	PRON
dpc-2078	7	2	is	be	AUX
dpc-2078	7	3	an	an	DET
dpc-2078	7	4	open	open	ADJ
dpc-2078	7	5	-	-	PUNCT
dpc-2078	7	6	access	access	NOUN
dpc-2078	7	7	article	article	NOUN
dpc-2078	7	8	distributed	distribute	VERB
dpc-2078	7	9	under	under	ADP
dpc-2078	7	10	the	the	DET
dpc-2078	7	11	terms	term	NOUN
dpc-2078	7	12	of	of	ADP
dpc-2078	7	13	the	the	DET
dpc-2078	7	14	creative	creative	ADJ
dpc-2078	7	15	commons	common	NOUN
dpc-2078	7	16	attributionnoncommercial	attributionnoncommercial	ADJ
dpc-2078	7	17	license	license	NOUN
dpc-2078	7	18	(	(	PUNCT
dpc-2078	7	19	by	by	ADP
dpc-2078	7	20	-	-	PUNCT
dpc-2078	7	21	nc-4.0	nc-4.0	NOUN
dpc-2078	7	22	)	)	PUNCT
dpc-2078	7	23	,	,	PUNCT
dpc-2078	7	24	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-2078	7	25	,	,	PUNCT
dpc-2078	7	26	which	which	PRON
dpc-2078	7	27	permits	permit	VERB
dpc-2078	7	28	unrestricted	unrestricted	ADJ
dpc-2078	7	29	noncommercial	noncommercial	ADJ
dpc-2078	7	30	use	use	NOUN
dpc-2078	7	31	,	,	PUNCT
dpc-2078	7	32	distribution	distribution	NOUN
dpc-2078	7	33	,	,	PUNCT
dpc-2078	7	34	and	and	CCONJ
dpc-2078	7	35	reproduction	reproduction	NOUN
dpc-2078	7	36	in	in	ADP
dpc-2078	7	37	any	any	DET
dpc-2078	7	38	medium	medium	NOUN
dpc-2078	7	39	,	,	PUNCT
dpc-2078	7	40	provided	provide	VERB
dpc-2078	7	41	the	the	DET
dpc-2078	7	42	original	original	ADJ
dpc-2078	7	43	authors	author	NOUN
dpc-2078	7	44	and	and	CCONJ
dpc-2078	7	45	source	source	NOUN
dpc-2078	7	46	are	be	AUX
dpc-2078	7	47	credited	credit	VERB
dpc-2078	7	48	.	.	PUNCT
dpc-2078	8	1	funding	funding	NOUN
dpc-2078	8	2	:	:	PUNCT
dpc-2078	8	3	none	none	NOUN
dpc-2078	8	4	.	.	PUNCT
dpc-2078	9	1	competing	compete	VERB
dpc-2078	9	2	interests	interest	NOUN
dpc-2078	9	3	:	:	PUNCT
dpc-2078	9	4	none	none	NOUN
dpc-2078	9	5	.	.	PUNCT
dpc-2078	10	1	authorship	authorship	NOUN
dpc-2078	10	2	:	:	PUNCT
dpc-2078	10	3	all	all	DET
dpc-2078	10	4	authors	author	NOUN
dpc-2078	10	5	have	have	AUX
dpc-2078	10	6	contributed	contribute	VERB
dpc-2078	10	7	significantly	significantly	ADV
dpc-2078	10	8	to	to	ADP
dpc-2078	10	9	this	this	DET
dpc-2078	10	10	publication	publication	NOUN
dpc-2078	10	11	.	.	PUNCT
dpc-2078	11	1	corresponding	correspond	VERB
dpc-2078	11	2	author	author	NOUN
dpc-2078	11	3	:	:	PUNCT
dpc-2078	11	4	linda	linda	PROPN
dpc-2078	11	5	tognetti	tognetti	PROPN
dpc-2078	11	6	,	,	PUNCT
dpc-2078	11	7	md	md	PROPN
dpc-2078	11	8	,	,	PUNCT
dpc-2078	11	9	phd	phd	NOUN
dpc-2078	11	10	,	,	PUNCT
dpc-2078	11	11	hospital	hospital	NOUN
dpc-2078	11	12	s.	s.	PROPN
dpc-2078	11	13	maria	maria	PROPN
dpc-2078	12	1	alle	alle	PROPN
dpc-2078	12	2	scotte	scotte	PROPN
dpc-2078	12	3	,	,	PUNCT
dpc-2078	12	4	viale	viale	PROPN
dpc-2078	12	5	bracci	bracci	NOUN
dpc-2078	12	6	 	 	SPACE
dpc-2078	12	7	16	16	NUM
dpc-2078	12	8	,	,	PUNCT
dpc-2078	12	9	53100	53100	NUM
dpc-2078	12	10	 	 	SPACE
dpc-2078	12	11	siena	siena	PROPN
dpc-2078	12	12	,	,	PUNCT
dpc-2078	12	13	italy	italy	PROPN
dpc-2078	12	14	,	,	PUNCT
dpc-2078	12	15	e	e	NOUN
dpc-2078	12	16	-	-	NOUN
dpc-2078	12	17	mail	mail	NOUN
dpc-2078	12	18	:	:	PUNCT
dpc-2078	12	19	linda.tognetti@	linda.tognetti@	PROPN
dpc-2078	12	20	dbm.unisi.it	dbm.unisi.it	PROPN
dpc-2078	12	21	introduction	introduction	NOUN
dpc-2078	12	22	:	:	PUNCT
dpc-2078	12	23	it	it	PRON
dpc-2078	12	24	is	be	AUX
dpc-2078	12	25	well	well	ADV
dpc-2078	12	26	known	know	VERB
dpc-2078	12	27	that	that	SCONJ
dpc-2078	12	28	multiple	multiple	ADJ
dpc-2078	12	29	patient	patient	NOUN
dpc-2078	12	30	-	-	PUNCT
dpc-2078	12	31	related	relate	VERB
dpc-2078	12	32	risk	risk	NOUN
dpc-2078	12	33	factors	factor	NOUN
dpc-2078	12	34	contribute	contribute	VERB
dpc-2078	12	35	to	to	ADP
dpc-2078	12	36	the	the	DET
dpc-2078	12	37	development	development	NOUN
dpc-2078	12	38	of	of	ADP
dpc-2078	12	39	cutaneous	cutaneous	ADJ
dpc-2078	12	40	melanoma	melanoma	NOUN
dpc-2078	12	41	,	,	PUNCT
dpc-2078	12	42	including	include	VERB
dpc-2078	12	43	demographic	demographic	ADJ
dpc-2078	12	44	,	,	PUNCT
dpc-2078	12	45	phenotypic	phenotypic	ADJ
dpc-2078	12	46	and	and	CCONJ
dpc-2078	12	47	anamnestic	anamnestic	ADJ
dpc-2078	12	48	factors	factor	NOUN
dpc-2078	12	49	.	.	PUNCT
dpc-2078	13	1	objectives	objective	NOUN
dpc-2078	13	2	:	:	PUNCT
dpc-2078	13	3	we	we	PRON
dpc-2078	13	4	aimed	aim	VERB
dpc-2078	13	5	to	to	PART
dpc-2078	13	6	investigate	investigate	VERB
dpc-2078	13	7	which	which	PRON
dpc-2078	13	8	mm	mm	NOUN
dpc-2078	13	9	risk	risk	NOUN
dpc-2078	13	10	factors	factor	NOUN
dpc-2078	13	11	were	be	AUX
dpc-2078	13	12	relevant	relevant	ADJ
dpc-2078	13	13	to	to	PART
dpc-2078	13	14	be	be	AUX
dpc-2078	13	15	incorporated	incorporate	VERB
dpc-2078	13	16	in	in	ADP
dpc-2078	13	17	a	a	DET
dpc-2078	13	18	risk	risk	NOUN
dpc-2078	13	19	scoring	scoring	NOUN
dpc-2078	13	20	-	-	PUNCT
dpc-2078	13	21	classifier	classifier	NOUN
dpc-2078	13	22	based	base	VERB
dpc-2078	13	23	clinico	clinico	NOUN
dpc-2078	13	24	-	-	PUNCT
dpc-2078	13	25	dermoscopic	dermoscopic	ADJ
dpc-2078	13	26	algorithm	algorithm	NOUN
dpc-2078	13	27	.	.	PUNCT
dpc-2078	14	1	methods	method	NOUN
dpc-2078	14	2	:	:	PUNCT
dpc-2078	14	3	this	this	DET
dpc-2078	14	4	retrospective	retrospective	ADJ
dpc-2078	14	5	study	study	NOUN
dpc-2078	14	6	was	be	AUX
dpc-2078	14	7	performed	perform	VERB
dpc-2078	14	8	on	on	ADP
dpc-2078	14	9	a	a	DET
dpc-2078	14	10	monocentric	monocentric	ADJ
dpc-2078	14	11	dataset	dataset	NOUN
dpc-2078	14	12	of	of	ADP
dpc-2078	14	13	374	374	NUM
dpc-2078	14	14	atypical	atypical	ADJ
dpc-2078	14	15	melanocytic	melanocytic	ADJ
dpc-2078	14	16	skin	skin	NOUN
dpc-2078	14	17	lesions	lesion	NOUN
dpc-2078	14	18	sharing	share	VERB
dpc-2078	14	19	equivocal	equivocal	ADJ
dpc-2078	14	20	dermoscopic	dermoscopic	NOUN
dpc-2078	14	21	features	feature	NOUN
dpc-2078	14	22	,	,	PUNCT
dpc-2078	14	23	excised	excise	VERB
dpc-2078	14	24	in	in	ADP
dpc-2078	14	25	the	the	DET
dpc-2078	14	26	suspicion	suspicion	NOUN
dpc-2078	14	27	of	of	ADP
dpc-2078	14	28	malignancy	malignancy	NOUN
dpc-2078	14	29	.	.	PUNCT
dpc-2078	15	1	dermoscopic	dermoscopic	VERB
dpc-2078	15	2	standardized	standardized	ADJ
dpc-2078	15	3	images	image	NOUN
dpc-2078	15	4	of	of	ADP
dpc-2078	15	5	258	258	NUM
dpc-2078	15	6	atypical	atypical	ADJ
dpc-2078	15	7	nevi	nevi	NOUN
dpc-2078	15	8	(	(	PUNCT
dpc-2078	15	9	an	an	NOUN
dpc-2078	15	10	)	)	PUNCT
dpc-2078	15	11	and	and	CCONJ
dpc-2078	15	12	116	116	NUM
dpc-2078	15	13	early	early	ADJ
dpc-2078	15	14	melanomas	melanomas	NOUN
dpc-2078	15	15	(	(	PUNCT
dpc-2078	15	16	emm	emm	PROPN
dpc-2078	15	17	)	)	PUNCT
dpc-2078	15	18	were	be	AUX
dpc-2078	15	19	collected	collect	VERB
dpc-2078	15	20	along	along	ADP
dpc-2078	15	21	with	with	ADP
dpc-2078	15	22	objective	objective	ADJ
dpc-2078	15	23	lesional	lesional	ADJ
dpc-2078	15	24	data	datum	NOUN
dpc-2078	15	25	(	(	PUNCT
dpc-2078	15	26	i.e.	i.e.	X
dpc-2078	15	27	,	,	PUNCT
dpc-2078	15	28	maximum	maximum	ADJ
dpc-2078	15	29	diameter	diameter	NOUN
dpc-2078	15	30	,	,	PUNCT
dpc-2078	15	31	specific	specific	ADJ
dpc-2078	15	32	body	body	NOUN
dpc-2078	15	33	site	site	NOUN
dpc-2078	15	34	and	and	CCONJ
dpc-2078	15	35	body	body	NOUN
dpc-2078	15	36	area	area	NOUN
dpc-2078	15	37	)	)	PUNCT
dpc-2078	15	38	and	and	CCONJ
dpc-2078	15	39	7	7	NUM
dpc-2078	15	40	dermoscopic	dermoscopic	NOUN
dpc-2078	15	41	data	datum	NOUN
dpc-2078	15	42	.	.	PUNCT
dpc-2078	16	1	all	all	DET
dpc-2078	16	2	cases	case	NOUN
dpc-2078	16	3	were	be	AUX
dpc-2078	16	4	combined	combine	VERB
dpc-2078	16	5	with	with	ADP
dpc-2078	16	6	a	a	DET
dpc-2078	16	7	series	series	NOUN
dpc-2078	16	8	of	of	ADP
dpc-2078	16	9	10	10	NUM
dpc-2078	16	10	mm	mm	NOUN
dpc-2078	16	11	risk	risk	NOUN
dpc-2078	16	12	factors	factor	NOUN
dpc-2078	16	13	,	,	PUNCT
dpc-2078	16	14	including	include	VERB
dpc-2078	16	15	demographic	demographic	ADJ
dpc-2078	16	16	(	(	PUNCT
dpc-2078	16	17	2	2	NUM
dpc-2078	16	18	)	)	PUNCT
dpc-2078	16	19	,	,	PUNCT
dpc-2078	16	20	phenotypic	phenotypic	NOUN
dpc-2078	16	21	(	(	PUNCT
dpc-2078	16	22	5	5	NUM
dpc-2078	16	23	)	)	PUNCT
dpc-2078	16	24	and	and	CCONJ
dpc-2078	16	25	anamnestic	anamnestic	ADJ
dpc-2078	16	26	(	(	PUNCT
dpc-2078	16	27	3	3	NUM
dpc-2078	16	28	)	)	PUNCT
dpc-2078	16	29	ones	one	NOUN
dpc-2078	16	30	.	.	PUNCT
dpc-2078	17	1	results	result	NOUN
dpc-2078	17	2	:	:	PUNCT
dpc-2078	17	3	the	the	DET
dpc-2078	17	4	proposed	propose	VERB
dpc-2078	17	5	idscore	idscore	NOUN
dpc-2078	17	6	2021	2021	NUM
dpc-2078	17	7	algorithm	algorithm	NOUN
dpc-2078	17	8	is	be	AUX
dpc-2078	17	9	composed	compose	VERB
dpc-2078	17	10	by	by	ADP
dpc-2078	17	11	9	9	NUM
dpc-2078	17	12	variables	variable	NOUN
dpc-2078	17	13	(	(	PUNCT
dpc-2078	17	14	age	age	NOUN
dpc-2078	17	15	,	,	PUNCT
dpc-2078	17	16	skin	skin	NOUN
dpc-2078	17	17	phototype	phototype	NOUN
dpc-2078	17	18	i	i	PROPN
dpc-2078	17	19	/	/	SYM
dpc-2078	17	20	ii	ii	PROPN
dpc-2078	17	21	,	,	PUNCT
dpc-2078	17	22	personal	personal	ADJ
dpc-2078	17	23	/	/	SYM
dpc-2078	17	24	familiar	familiar	ADJ
dpc-2078	17	25	history	history	NOUN
dpc-2078	17	26	of	of	ADP
dpc-2078	17	27	mm	mm	PROPN
dpc-2078	17	28	,	,	PUNCT
dpc-2078	17	29	maximum	maximum	ADJ
dpc-2078	17	30	diameter	diameter	NOUN
dpc-2078	17	31	,	,	PUNCT
dpc-2078	17	32	location	location	NOUN
dpc-2078	17	33	on	on	ADP
dpc-2078	17	34	the	the	DET
dpc-2078	17	35	lower	low	ADJ
dpc-2078	17	36	extremities	extremity	NOUN
dpc-2078	17	37	(	(	PUNCT
dpc-2078	17	38	thighs	thigh	NOUN
dpc-2078	17	39	/	/	SYM
dpc-2078	17	40	legs/	legs/	NUM
dpc-2078	17	41	ankles	ankle	NOUN
dpc-2078	17	42	/	/	SYM
dpc-2078	17	43	back	back	ADV
dpc-2078	17	44	of	of	ADP
dpc-2078	17	45	the	the	DET
dpc-2078	17	46	feet	foot	NOUN
dpc-2078	17	47	)	)	PUNCT
dpc-2078	17	48	and	and	CCONJ
dpc-2078	17	49	4	4	NUM
dpc-2078	17	50	dermoscopic	dermoscopic	NOUN
dpc-2078	17	51	features	feature	NOUN
dpc-2078	17	52	(	(	PUNCT
dpc-2078	17	53	irregular	irregular	ADJ
dpc-2078	17	54	dots	dot	NOUN
dpc-2078	17	55	and	and	CCONJ
dpc-2078	17	56	globules	globules	PROPN
dpc-2078	17	57	,	,	PUNCT
dpc-2078	17	58	irregular	irregular	ADJ
dpc-2078	17	59	streaks	streak	NOUN
dpc-2078	17	60	,	,	PUNCT
dpc-2078	17	61	blue	blue	ADJ
dpc-2078	17	62	gray	gray	ADJ
dpc-2078	17	63	peppering	peppering	NOUN
dpc-2078	17	64	,	,	PUNCT
dpc-2078	17	65	blue	blue	ADJ
dpc-2078	17	66	white	white	ADJ
dpc-2078	17	67	veil	veil	NOUN
dpc-2078	17	68	)	)	PUNCT
dpc-2078	17	69	.	.	PUNCT
dpc-2078	18	1	the	the	DET
dpc-2078	18	2	algorithm	algorithm	NOUN
dpc-2078	18	3	assigned	assign	VERB
dpc-2078	18	4	to	to	ADP
dpc-2078	18	5	each	each	DET
dpc-2078	18	6	lesion	lesion	NOUN
dpc-2078	18	7	a	a	DET
dpc-2078	18	8	score	score	NOUN
dpc-2078	18	9	from	from	ADP
dpc-2078	18	10	0	0	NUM
dpc-2078	18	11	to	to	ADP
dpc-2078	18	12	18	18	NUM
dpc-2078	18	13	,	,	PUNCT
dpc-2078	18	14	reached	reach	VERB
dpc-2078	18	15	an	an	DET
dpc-2078	18	16	area	area	NOUN
dpc-2078	18	17	under	under	ADP
dpc-2078	18	18	the	the	DET
dpc-2078	18	19	roc	roc	PROPN
dpc-2078	18	20	curve	curve	NOUN
dpc-2078	18	21	of	of	ADP
dpc-2078	18	22	92	92	NUM
dpc-2078	18	23	%	%	NOUN
dpc-2078	18	24	and	and	CCONJ
dpc-2078	18	25	,	,	PUNCT
dpc-2078	18	26	with	with	ADP
dpc-2078	18	27	a	a	DET
dpc-2078	18	28	score	score	NOUN
dpc-2078	18	29	threshold	threshold	NOUN
dpc-2078	18	30	≥	≥	NUM
dpc-2078	18	31	6	6	NUM
dpc-2078	18	32	,	,	PUNCT
dpc-2078	18	33	a	a	DET
dpc-2078	18	34	sensitivity	sensitivity	NOUN
dpc-2078	18	35	(	(	PUNCT
dpc-2078	18	36	se	se	X
dpc-2078	18	37	)	)	PUNCT
dpc-2078	18	38	of	of	ADP
dpc-2078	18	39	98.2	98.2	NUM
dpc-2078	18	40	%	%	NOUN
dpc-2078	18	41	and	and	CCONJ
dpc-2078	18	42	a	a	DET
dpc-2078	18	43	specificity	specificity	NOUN
dpc-2078	18	44	(	(	PUNCT
dpc-2078	18	45	sp	sp	NOUN
dpc-2078	18	46	)	)	PUNCT
dpc-2078	18	47	of	of	ADP
dpc-2078	18	48	50.4	50.4	NUM
dpc-2078	18	49	%	%	NOUN
dpc-2078	18	50	,	,	PUNCT
dpc-2078	18	51	surpassing	surpass	VERB
dpc-2078	18	52	the	the	DET
dpc-2078	18	53	experts	expert	NOUN
dpc-2078	18	54	in	in	ADP
dpc-2078	18	55	se	se	PROPN
dpc-2078	18	56	(	(	PUNCT
dpc-2078	18	57	+13	+13	NUM
dpc-2078	18	58	%	%	NOUN
dpc-2078	18	59	)	)	PUNCT
dpc-2078	18	60	and	and	CCONJ
dpc-2078	18	61	sp	sp	ADP
dpc-2078	18	62	(	(	PUNCT
dpc-2078	18	63	+9	+9	NOUN
dpc-2078	18	64	%	%	NOUN
dpc-2078	18	65	)	)	PUNCT
dpc-2078	18	66	.	.	PUNCT
dpc-2078	19	1	abstract	abstract	ADJ
dpc-2078	19	2	2	2	NUM
dpc-2078	19	3	original	original	ADJ
dpc-2078	19	4	article	article	NOUN
dpc-2078	19	5	|	|	ADV
dpc-2078	19	6	dermatol	dermatol	ADJ
dpc-2078	19	7	pract	pract	NOUN
dpc-2078	19	8	concept	concept	NOUN
dpc-2078	19	9	.	.	PUNCT
dpc-2078	20	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	20	2	conclusions	conclusion	NOUN
dpc-2078	20	3	:	:	PUNCT
dpc-2078	20	4	an	an	DET
dpc-2078	20	5	integrated	integrated	ADJ
dpc-2078	20	6	checklist	checklist	NOUN
dpc-2078	20	7	combining	combine	VERB
dpc-2078	20	8	multiple	multiple	ADJ
dpc-2078	20	9	anamnestic	anamnestic	ADJ
dpc-2078	20	10	data	datum	NOUN
dpc-2078	20	11	with	with	ADP
dpc-2078	20	12	selected	select	VERB
dpc-2078	20	13	relevant	relevant	ADJ
dpc-2078	20	14	dermoscopic	dermoscopic	NOUN
dpc-2078	20	15	features	feature	NOUN
dpc-2078	20	16	can	can	AUX
dpc-2078	20	17	be	be	AUX
dpc-2078	20	18	useful	useful	ADJ
dpc-2078	20	19	in	in	ADP
dpc-2078	20	20	the	the	DET
dpc-2078	20	21	differential	differential	ADJ
dpc-2078	20	22	diagnosis	diagnosis	NOUN
dpc-2078	20	23	and	and	CCONJ
dpc-2078	20	24	management	management	NOUN
dpc-2078	20	25	of	of	ADP
dpc-2078	20	26	emm	emm	PROPN
dpc-2078	20	27	and	and	CCONJ
dpc-2078	20	28	an	an	DET
dpc-2078	20	29	exhibiting	exhibit	VERB
dpc-2078	20	30	with	with	ADP
dpc-2078	20	31	equivocal	equivocal	ADJ
dpc-2078	20	32	features	feature	NOUN
dpc-2078	20	33	.	.	PUNCT
dpc-2078	21	1	introduction	introduction	NOUN
dpc-2078	21	2	an	an	DET
dpc-2078	21	3	adequate	adequate	ADJ
dpc-2078	21	4	dermoscopic	dermoscopic	ADJ
dpc-2078	21	5	differentiation	differentiation	NOUN
dpc-2078	21	6	between	between	ADP
dpc-2078	21	7	atypical	atypical	ADJ
dpc-2078	21	8	melanocytic	melanocytic	ADJ
dpc-2078	21	9	skin	skin	NOUN
dpc-2078	21	10	lesions	lesion	NOUN
dpc-2078	21	11	(	(	PUNCT
dpc-2078	21	12	amsls	amsls	NOUN
dpc-2078	21	13	)	)	PUNCT
dpc-2078	21	14	,	,	PUNCT
dpc-2078	21	15	ie	ie	X
dpc-2078	21	16	,	,	PUNCT
dpc-2078	21	17	atypical	atypical	ADJ
dpc-2078	21	18	nevi	nevi	NOUN
dpc-2078	21	19	(	(	PUNCT
dpc-2078	21	20	an	an	NOUN
dpc-2078	21	21	)	)	PUNCT
dpc-2078	21	22	and	and	CCONJ
dpc-2078	21	23	early	early	ADJ
dpc-2078	21	24	melanomas	melanomas	NOUN
dpc-2078	21	25	(	(	PUNCT
dpc-2078	21	26	emm	emm	PROPN
dpc-2078	21	27	)	)	PUNCT
dpc-2078	21	28	can	can	AUX
dpc-2078	21	29	represent	represent	VERB
dpc-2078	21	30	a	a	DET
dpc-2078	21	31	challenge	challenge	NOUN
dpc-2078	21	32	in	in	ADP
dpc-2078	21	33	daily	daily	ADJ
dpc-2078	21	34	practice	practice	NOUN
dpc-2078	21	35	,	,	PUNCT
dpc-2078	21	36	especially	especially	ADV
dpc-2078	21	37	for	for	ADP
dpc-2078	21	38	less	less	ADV
dpc-2078	21	39	experienced	experienced	ADJ
dpc-2078	21	40	dermatoscopists	dermatoscopist	NOUN
dpc-2078	21	41	.	.	PUNCT
dpc-2078	22	1	dermoscopy	dermoscopy	VERB
dpc-2078	22	2	alone	alone	ADV
dpc-2078	22	3	can	can	AUX
dpc-2078	22	4	not	not	PART
dpc-2078	22	5	be	be	AUX
dpc-2078	22	6	accurate	accurate	ADJ
dpc-2078	22	7	enough	enough	ADV
dpc-2078	22	8	to	to	PART
dpc-2078	22	9	adequately	adequately	ADV
dpc-2078	22	10	recognize	recognize	VERB
dpc-2078	22	11	an	an	DET
dpc-2078	22	12	exhibiting	exhibit	VERB
dpc-2078	22	13	equivocal	equivocal	ADJ
dpc-2078	22	14	dermosocpic	dermosocpic	ADJ
dpc-2078	22	15	feature	feature	NOUN
dpc-2078	22	16	or	or	CCONJ
dpc-2078	22	17	,	,	PUNCT
dpc-2078	22	18	of	of	ADP
dpc-2078	22	19	converse	converse	NOUN
dpc-2078	22	20	,	,	PUNCT
dpc-2078	22	21	can	can	AUX
dpc-2078	22	22	fail	fail	VERB
dpc-2078	22	23	to	to	PART
dpc-2078	22	24	identify	identify	VERB
dpc-2078	22	25	those	those	DET
dpc-2078	22	26	emm	emm	PROPN
dpc-2078	22	27	that	that	PRON
dpc-2078	22	28	do	do	AUX
dpc-2078	22	29	not	not	PART
dpc-2078	22	30	exhibit	exhibit	VERB
dpc-2078	22	31	clear	clear	ADV
dpc-2078	22	32	-	-	PUNCT
dpc-2078	22	33	cut	cut	VERB
dpc-2078	22	34	dermoscopic	dermoscopic	NOUN
dpc-2078	22	35	features	feature	NOUN
dpc-2078	22	36	suggestive	suggestive	ADJ
dpc-2078	22	37	for	for	ADP
dpc-2078	22	38	malignancy	malignancy	NOUN
dpc-2078	22	39	[	[	X
dpc-2078	22	40	1	1	NUM
dpc-2078	22	41	-	-	SYM
dpc-2078	22	42	6	6	NUM
dpc-2078	22	43	]	]	PUNCT
dpc-2078	22	44	.	.	PUNCT
dpc-2078	23	1	in	in	ADP
dpc-2078	23	2	addition	addition	NOUN
dpc-2078	23	3	,	,	PUNCT
dpc-2078	23	4	we	we	PRON
dpc-2078	23	5	also	also	ADV
dpc-2078	23	6	debate	debate	VERB
dpc-2078	23	7	whether	whether	SCONJ
dpc-2078	23	8	a	a	DET
dpc-2078	23	9	certain	certain	ADJ
dpc-2078	23	10	degree	degree	NOUN
dpc-2078	23	11	of	of	ADP
dpc-2078	23	12	overdiagnosis	overdiagnosis	NOUN
dpc-2078	23	13	of	of	ADP
dpc-2078	23	14	in	in	ADP
dpc-2078	23	15	situ	situ	ADJ
dpc-2078	23	16	mm	mm	PROPN
dpc-2078	23	17	might	might	AUX
dpc-2078	23	18	have	have	AUX
dpc-2078	23	19	took	take	VERB
dpc-2078	23	20	place	place	NOUN
dpc-2078	23	21	in	in	ADP
dpc-2078	23	22	the	the	DET
dpc-2078	23	23	last	last	ADJ
dpc-2078	23	24	decade	decade	NOUN
dpc-2078	23	25	worldwide	worldwide	ADV
dpc-2078	24	1	[	[	X
dpc-2078	24	2	7	7	NUM
dpc-2078	24	3	-	-	SYM
dpc-2078	24	4	10	10	NUM
dpc-2078	24	5	]	]	PUNCT
dpc-2078	24	6	.	.	PUNCT
dpc-2078	24	7	 	 	SPACE
dpc-2078	24	8	in	in	ADP
dpc-2078	24	9	this	this	DET
dpc-2078	24	10	context	context	NOUN
dpc-2078	24	11	,	,	PUNCT
dpc-2078	24	12	a	a	DET
dpc-2078	24	13	reasonable	reasonable	ADJ
dpc-2078	24	14	way	way	NOUN
dpc-2078	24	15	out	out	ADV
dpc-2078	24	16	seems	seem	VERB
dpc-2078	24	17	to	to	PART
dpc-2078	24	18	be	be	AUX
dpc-2078	24	19	to	to	PART
dpc-2078	24	20	follow	follow	VERB
dpc-2078	24	21	a	a	DET
dpc-2078	24	22	global	global	ADJ
dpc-2078	24	23	approach	approach	NOUN
dpc-2078	24	24	to	to	ADP
dpc-2078	24	25	the	the	DET
dpc-2078	24	26	patient	patient	ADJ
dpc-2078	24	27	integrating	integrating	NOUN
dpc-2078	24	28	dermoscopic	dermoscopic	NOUN
dpc-2078	24	29	imaging	imaging	NOUN
dpc-2078	24	30	with	with	ADP
dpc-2078	24	31	multiple	multiple	ADJ
dpc-2078	24	32	risk	risk	NOUN
dpc-2078	24	33	assessment	assessment	NOUN
dpc-2078	24	34	tools	tool	NOUN
dpc-2078	24	35	and	and	CCONJ
dpc-2078	24	36	personal	personal	ADJ
dpc-2078	24	37	plus	plus	CCONJ
dpc-2078	24	38	lesional	lesional	ADJ
dpc-2078	24	39	data	datum	NOUN
dpc-2078	24	40	[	[	X
dpc-2078	24	41	7,11	7,11	NOUN
dpc-2078	24	42	-	-	SYM
dpc-2078	24	43	18	18	NUM
dpc-2078	24	44	]	]	PUNCT
dpc-2078	24	45	.	.	PUNCT
dpc-2078	25	1	objectives	objective	NOUN
dpc-2078	25	2	we	we	PRON
dpc-2078	25	3	previously	previously	ADV
dpc-2078	25	4	demonstrated	demonstrate	VERB
dpc-2078	25	5	the	the	DET
dpc-2078	25	6	efficacy	efficacy	NOUN
dpc-2078	25	7	of	of	ADP
dpc-2078	25	8	integrating	integrate	VERB
dpc-2078	25	9	3	3	NUM
dpc-2078	25	10	relevant	relevant	ADJ
dpc-2078	25	11	clinical	clinical	ADJ
dpc-2078	25	12	parameters	parameter	NOUN
dpc-2078	25	13	(	(	PUNCT
dpc-2078	25	14	ie	ie	X
dpc-2078	25	15	,	,	PUNCT
dpc-2078	25	16	age	age	NOUN
dpc-2078	25	17	,	,	PUNCT
dpc-2078	25	18	maximum	maximum	ADJ
dpc-2078	25	19	diameter	diameter	NOUN
dpc-2078	25	20	and	and	CCONJ
dpc-2078	25	21	body	body	NOUN
dpc-2078	25	22	location	location	NOUN
dpc-2078	25	23	)	)	PUNCT
dpc-2078	25	24	into	into	ADP
dpc-2078	25	25	a	a	DET
dpc-2078	25	26	dermoscopic	dermoscopic	ADJ
dpc-2078	25	27	algorithm	algorithm	NOUN
dpc-2078	25	28	(	(	PUNCT
dpc-2078	25	29	the	the	DET
dpc-2078	25	30	idscore	idscore	NOUN
dpc-2078	25	31	2018	2018	NUM
dpc-2078	25	32	)	)	PUNCT
dpc-2078	26	1	[	[	X
dpc-2078	26	2	1	1	NUM
dpc-2078	26	3	]	]	PUNCT
dpc-2078	26	4	,	,	PUNCT
dpc-2078	26	5	which	which	PRON
dpc-2078	26	6	reached	reach	VERB
dpc-2078	26	7	high	high	ADJ
dpc-2078	26	8	diagnostic	diagnostic	ADJ
dpc-2078	26	9	accuracy	accuracy	NOUN
dpc-2078	26	10	on	on	ADP
dpc-2078	26	11	both	both	CCONJ
dpc-2078	26	12	a	a	DET
dpc-2078	26	13	monocentric	monocentric	ADJ
dpc-2078	26	14	dataset	dataset	NOUN
dpc-2078	26	15	of	of	ADP
dpc-2078	26	16	435	435	NUM
dpc-2078	26	17	amsls	amsls	NOUN
dpc-2078	26	18	and	and	CCONJ
dpc-2078	26	19	on	on	ADP
dpc-2078	26	20	a	a	DET
dpc-2078	26	21	multicentric	multicentric	ADJ
dpc-2078	26	22	dataset	dataset	NOUN
dpc-2078	26	23	of	of	ADP
dpc-2078	26	24	980	980	NUM
dpc-2078	26	25	amsls	amsls	NOUN
dpc-2078	26	26	.	.	PUNCT
dpc-2078	27	1	we	we	PRON
dpc-2078	27	2	then	then	ADV
dpc-2078	27	3	aimed	aim	VERB
dpc-2078	27	4	to	to	PART
dpc-2078	27	5	extend	extend	VERB
dpc-2078	27	6	the	the	DET
dpc-2078	27	7	list	list	NOUN
dpc-2078	27	8	of	of	ADP
dpc-2078	27	9	clinical	clinical	ADJ
dpc-2078	27	10	parameters	parameter	NOUN
dpc-2078	27	11	to	to	ADP
dpc-2078	27	12	the	the	DET
dpc-2078	27	13	most	most	ADV
dpc-2078	27	14	relevant	relevant	ADJ
dpc-2078	27	15	potential	potential	ADJ
dpc-2078	27	16	melanoma	melanoma	NOUN
dpc-2078	27	17	risk	risk	NOUN
dpc-2078	27	18	factors	factor	NOUN
dpc-2078	27	19	and	and	CCONJ
dpc-2078	27	20	to	to	PART
dpc-2078	27	21	investigate	investigate	VERB
dpc-2078	27	22	which	which	PRON
dpc-2078	27	23	were	be	AUX
dpc-2078	27	24	the	the	DET
dpc-2078	27	25	most	most	ADV
dpc-2078	27	26	significant	significant	ADJ
dpc-2078	27	27	independent	independent	ADJ
dpc-2078	27	28	association	association	NOUN
dpc-2078	27	29	with	with	ADP
dpc-2078	27	30	a	a	DET
dpc-2078	27	31	mm	mm	NOUN
dpc-2078	27	32	histologic	histologic	ADJ
dpc-2078	27	33	diagnosis	diagnosis	NOUN
dpc-2078	27	34	.	.	PUNCT
dpc-2078	28	1	secondly	secondly	ADV
dpc-2078	28	2	,	,	PUNCT
dpc-2078	28	3	we	we	PRON
dpc-2078	28	4	aimed	aim	VERB
dpc-2078	28	5	to	to	PART
dpc-2078	28	6	select	select	VERB
dpc-2078	28	7	through	through	ADP
dpc-2078	28	8	stepwise	stepwise	ADJ
dpc-2078	28	9	logistic	logistic	ADJ
dpc-2078	28	10	regression	regression	NOUN
dpc-2078	28	11	analysis	analysis	NOUN
dpc-2078	28	12	a	a	DET
dpc-2078	28	13	series	series	NOUN
dpc-2078	28	14	of	of	ADP
dpc-2078	28	15	interdependently	interdependently	ADV
dpc-2078	28	16	significant	significant	ADJ
dpc-2078	28	17	data	datum	NOUN
dpc-2078	28	18	,	,	PUNCT
dpc-2078	28	19	useful	useful	ADJ
dpc-2078	28	20	to	to	PART
dpc-2078	28	21	develop	develop	VERB
dpc-2078	28	22	a	a	DET
dpc-2078	28	23	new	new	ADJ
dpc-2078	28	24	idscore	idscore	NOUN
dpc-2078	28	25	2021	2021	NUM
dpc-2078	28	26	checklist	checklist	NOUN
dpc-2078	28	27	,	,	PUNCT
dpc-2078	28	28	able	able	ADJ
dpc-2078	28	29	to	to	PART
dpc-2078	28	30	provide	provide	VERB
dpc-2078	28	31	a	a	DET
dpc-2078	28	32	differential	differential	ADJ
dpc-2078	28	33	score	score	NOUN
dpc-2078	28	34	to	to	PART
dpc-2078	28	35	distinguish	distinguish	VERB
dpc-2078	28	36	emm	emm	PROPN
dpc-2078	28	37	from	from	ADP
dpc-2078	28	38	an	an	PRON
dpc-2078	28	39	with	with	ADP
dpc-2078	28	40	equivocal	equivocal	ADJ
dpc-2078	28	41	features	feature	NOUN
dpc-2078	28	42	.	.	PUNCT
dpc-2078	29	1	methods	method	NOUN
dpc-2078	29	2	this	this	DET
dpc-2078	29	3	retrospective	retrospective	ADJ
dpc-2078	29	4	study	study	NOUN
dpc-2078	29	5	was	be	AUX
dpc-2078	29	6	realized	realize	VERB
dpc-2078	29	7	in	in	ADP
dpc-2078	29	8	accordance	accordance	NOUN
dpc-2078	29	9	with	with	ADP
dpc-2078	29	10	the	the	DET
dpc-2078	29	11	declaration	declaration	NOUN
dpc-2078	29	12	of	of	ADP
dpc-2078	29	13	helsinki	helsinki	PROPN
dpc-2078	29	14	and	and	CCONJ
dpc-2078	29	15	approved	approve	VERB
dpc-2078	29	16	by	by	ADP
dpc-2078	29	17	the	the	DET
dpc-2078	29	18	local	local	ADJ
dpc-2078	29	19	ethical	ethical	PROPN
dpc-2078	29	20	committee	committee	NOUN
dpc-2078	29	21	(	(	PUNCT
dpc-2078	29	22	id16801	id16801	PROPN
dpc-2078	29	23	)	)	PUNCT
dpc-2078	29	24	;	;	PUNCT
dpc-2078	29	25	all	all	DET
dpc-2078	29	26	data	datum	NOUN
dpc-2078	29	27	were	be	AUX
dpc-2078	29	28	de	de	ADJ
dpc-2078	29	29	-	-	VERB
dpc-2078	29	30	identified	identify	VERB
dpc-2078	29	31	before	before	ADP
dpc-2078	29	32	use	use	NOUN
dpc-2078	29	33	.	.	PUNCT
dpc-2078	30	1	data	datum	NOUN
dpc-2078	30	2	collection	collection	PROPN
dpc-2078	30	3	a	a	DET
dpc-2078	30	4	total	total	NOUN
dpc-2078	30	5	of	of	ADP
dpc-2078	30	6	410	410	NUM
dpc-2078	30	7	amsls	amsls	NOUN
dpc-2078	30	8	were	be	AUX
dpc-2078	30	9	consecutively	consecutively	ADV
dpc-2078	30	10	excised	excise	VERB
dpc-2078	30	11	from	from	ADP
dpc-2078	30	12	january	january	PROPN
dpc-2078	30	13	2018	2018	NUM
dpc-2078	30	14	  	  	SPACE
dpc-2078	30	15	to	to	PART
dpc-2078	30	16	  	  	SPACE
dpc-2078	30	17	may	may	AUX
dpc-2078	30	18	2021	2021	NUM
dpc-2078	30	19	in	in	ADP
dpc-2078	30	20	siena	siena	PROPN
dpc-2078	30	21	university	university	PROPN
dpc-2078	30	22	hospital	hospital	NOUN
dpc-2078	30	23	in	in	ADP
dpc-2078	30	24	the	the	DET
dpc-2078	30	25	suspicion	suspicion	NOUN
dpc-2078	30	26	of	of	ADP
dpc-2078	30	27	malignancy	malignancy	NOUN
dpc-2078	30	28	.	.	PUNCT
dpc-2078	31	1	all	all	DET
dpc-2078	31	2	amsls	amsls	NOUN
dpc-2078	31	3	localized	localize	VERB
dpc-2078	31	4	on	on	ADP
dpc-2078	31	5	the	the	DET
dpc-2078	31	6	face	face	NOUN
dpc-2078	31	7	,	,	PUNCT
dpc-2078	31	8	palms	palm	NOUN
dpc-2078	31	9	,	,	PUNCT
dpc-2078	31	10	and	and	CCONJ
dpc-2078	31	11	soles	sol	NOUN
dpc-2078	31	12	were	be	AUX
dpc-2078	31	13	excluded	exclude	VERB
dpc-2078	31	14	a	a	DET
dpc-2078	31	15	priori	priori	NOUN
dpc-2078	31	16	due	due	ADP
dpc-2078	31	17	to	to	ADP
dpc-2078	31	18	their	their	PRON
dpc-2078	31	19	specific	specific	ADJ
dpc-2078	31	20	dermoscopic	dermoscopic	NOUN
dpc-2078	31	21	pattern	pattern	NOUN
dpc-2078	31	22	.	.	PUNCT
dpc-2078	32	1	histological	histological	ADJ
dpc-2078	32	2	diagnoses	diagnosis	NOUN
dpc-2078	32	3	were	be	AUX
dpc-2078	32	4	retrospectively	retrospectively	ADV
dpc-2078	32	5	collected	collect	VERB
dpc-2078	32	6	,	,	PUNCT
dpc-2078	32	7	including	include	VERB
dpc-2078	32	8	dermoscopic	dermoscopic	NOUN
dpc-2078	32	9	standardized	standardize	VERB
dpc-2078	32	10	polarized	polarize	VERB
dpc-2078	32	11	images	image	NOUN
dpc-2078	32	12	(	(	PUNCT
dpc-2078	32	13	om	om	NOUN
dpc-2078	32	14	20x	20x	NOUN
dpc-2078	32	15	)	)	PUNCT
dpc-2078	32	16	have	have	AUX
dpc-2078	32	17	been	be	AUX
dpc-2078	32	18	prospectively	prospectively	ADV
dpc-2078	32	19	collected	collect	VERB
dpc-2078	32	20	along	along	ADP
dpc-2078	32	21	with	with	ADP
dpc-2078	32	22	lesional	lesional	ADJ
dpc-2078	32	23	data	datum	NOUN
dpc-2078	32	24	(	(	PUNCT
dpc-2078	32	25	maximum	maximum	ADJ
dpc-2078	32	26	diameter	diameter	NOUN
dpc-2078	32	27	and	and	CCONJ
dpc-2078	32	28	body	body	NOUN
dpc-2078	32	29	location	location	NOUN
dpc-2078	32	30	based	base	VERB
dpc-2078	32	31	on	on	ADP
dpc-2078	32	32	a	a	DET
dpc-2078	32	33	sun	sun	NOUN
dpc-2078	32	34	-	-	PUNCT
dpc-2078	32	35	exposure	exposure	NOUN
dpc-2078	32	36	classification	classification	NOUN
dpc-2078	32	37	)	)	PUNCT
dpc-2078	32	38	,	,	PUNCT
dpc-2078	32	39	as	as	SCONJ
dpc-2078	32	40	previously	previously	ADV
dpc-2078	32	41	described	describe	VERB
dpc-2078	32	42	[	[	X
dpc-2078	32	43	14	14	NUM
dpc-2078	32	44	]	]	PUNCT
dpc-2078	32	45	.	.	PUNCT
dpc-2078	33	1	in	in	ADP
dpc-2078	33	2	addition	addition	NOUN
dpc-2078	33	3	,	,	PUNCT
dpc-2078	33	4	patients	patient	NOUN
dpc-2078	33	5	personal	personal	ADJ
dpc-2078	33	6	data	datum	NOUN
dpc-2078	33	7	concerning	concern	VERB
dpc-2078	33	8	8	8	NUM
dpc-2078	33	9	mm	mm	NOUN
dpc-2078	33	10	risk	risk	NOUN
dpc-2078	33	11	factors	factor	NOUN
dpc-2078	33	12	were	be	AUX
dpc-2078	33	13	collected	collect	VERB
dpc-2078	33	14	,	,	PUNCT
dpc-2078	33	15	ie	ie	ADV
dpc-2078	33	16	:	:	PUNCT
dpc-2078	33	17	personal	personal	ADJ
dpc-2078	33	18	/	/	SYM
dpc-2078	33	19	familiar	familiar	ADJ
dpc-2078	33	20	history	history	NOUN
dpc-2078	33	21	of	of	ADP
dpc-2078	33	22	mm	mm	PROPN
dpc-2078	33	23	;	;	PUNCT
dpc-2078	33	24	sunburns	sunburn	NOUN
dpc-2078	33	25	before	before	ADP
dpc-2078	33	26	14	14	NUM
dpc-2078	33	27	years	year	NOUN
dpc-2078	33	28	,	,	PUNCT
dpc-2078	33	29	phototype	phototype	NOUN
dpc-2078	33	30	,	,	PUNCT
dpc-2078	33	31	pheomelanin	pheomelanin	NOUN
dpc-2078	33	32	,	,	PUNCT
dpc-2078	33	33	blond	blond	ADJ
dpc-2078	33	34	hairs	hair	NOUN
dpc-2078	33	35	,	,	PUNCT
dpc-2078	33	36	blue	blue	ADJ
dpc-2078	33	37	/	/	SYM
dpc-2078	33	38	green	green	ADJ
dpc-2078	33	39	eyes	eye	NOUN
dpc-2078	33	40	,	,	PUNCT
dpc-2078	33	41	>	>	PUNCT
dpc-2078	33	42	11	11	NUM
dpc-2078	33	43	nevi	nevi	NOUN
dpc-2078	33	44	on	on	ADP
dpc-2078	33	45	the	the	DET
dpc-2078	33	46	right	right	ADJ
dpc-2078	33	47	arm	arm	NOUN
dpc-2078	33	48	(	(	PUNCT
dpc-2078	33	49	table	table	NOUN
dpc-2078	33	50	1	1	NUM
dpc-2078	33	51	)	)	PUNCT
dpc-2078	33	52	.	.	PUNCT
dpc-2078	34	1	the	the	DET
dpc-2078	34	2	presence	presence	NOUN
dpc-2078	34	3	of	of	ADP
dpc-2078	34	4	pheomelanin	pheomelanin	ADJ
dpc-2078	34	5	phenotype	phenotype	NOUN
dpc-2078	34	6	was	be	AUX
dpc-2078	34	7	assessed	assess	VERB
dpc-2078	34	8	when	when	SCONJ
dpc-2078	34	9	the	the	DET
dpc-2078	34	10	patient	patient	NOUN
dpc-2078	34	11	had	have	VERB
dpc-2078	34	12	red	red	ADJ
dpc-2078	34	13	/	/	SYM
dpc-2078	34	14	carroty	carroty	NOUN
dpc-2078	34	15	/	/	SYM
dpc-2078	34	16	straw	straw	NOUN
dpc-2078	34	17	red/	red/	NOUN
dpc-2078	34	18	brown	brown	ADJ
dpc-2078	34	19	-	-	PUNCT
dpc-2078	34	20	reddish	reddish	ADJ
dpc-2078	34	21	hair	hair	NOUN
dpc-2078	34	22	,	,	PUNCT
dpc-2078	34	23	pale	pale	ADJ
dpc-2078	34	24	skin	skin	NOUN
dpc-2078	34	25	,	,	PUNCT
dpc-2078	34	26	freckles	freckle	NOUN
dpc-2078	34	27	and	and	CCONJ
dpc-2078	34	28	high	high	ADJ
dpc-2078	34	29	tendency	tendency	NOUN
dpc-2078	34	30	to	to	PART
dpc-2078	34	31	sunburn	sunburn	VERB
dpc-2078	34	32	and/or	and/or	CCONJ
dpc-2078	34	33	inability	inability	NOUN
dpc-2078	34	34	to	to	ADP
dpc-2078	34	35	tan	tan	PROPN
dpc-2078	34	36	.	.	PUNCT
dpc-2078	35	1	dermoscopic	dermoscopic	NOUN
dpc-2078	35	2	-	-	PUNCT
dpc-2078	35	3	reader	reader	PROPN
dpc-2078	35	4	study	study	NOUN
dpc-2078	35	5	dermoscopic	dermoscopic	NOUN
dpc-2078	35	6	evaluations	evaluation	NOUN
dpc-2078	35	7	were	be	AUX
dpc-2078	35	8	independently	independently	ADV
dpc-2078	35	9	performed	perform	VERB
dpc-2078	35	10	by	by	ADP
dpc-2078	35	11	4	4	NUM
dpc-2078	35	12	experts	expert	NOUN
dpc-2078	35	13	in	in	ADP
dpc-2078	35	14	dermoscopy	dermoscopy	NOUN
dpc-2078	35	15	,	,	PUNCT
dpc-2078	35	16	blinded	blind	VERB
dpc-2078	35	17	for	for	ADP
dpc-2078	35	18	histopathological	histopathological	ADJ
dpc-2078	35	19	diagnosis	diagnosis	NOUN
dpc-2078	35	20	(	(	PUNCT
dpc-2078	35	21	ec	ec	PROPN
dpc-2078	35	22	,	,	PUNCT
dpc-2078	35	23	mb	mb	PROPN
dpc-2078	35	24	,	,	PUNCT
dpc-2078	35	25	al	al	PROPN
dpc-2078	35	26	,	,	PUNCT
dpc-2078	35	27	pr	pr	NOUN
dpc-2078	35	28	)	)	PUNCT
dpc-2078	35	29	.	.	PUNCT
dpc-2078	36	1	they	they	PRON
dpc-2078	36	2	were	be	AUX
dpc-2078	36	3	asked	ask	VERB
dpc-2078	36	4	to	to	PART
dpc-2078	36	5	recognize	recognize	VERB
dpc-2078	36	6	a	a	DET
dpc-2078	36	7	dermoscopic	dermoscopic	ADJ
dpc-2078	36	8	feature	feature	NOUN
dpc-2078	36	9	among	among	ADP
dpc-2078	36	10	a	a	DET
dpc-2078	36	11	series	series	NOUN
dpc-2078	36	12	of	of	ADP
dpc-2078	36	13	7	7	NUM
dpc-2078	36	14	,	,	PUNCT
dpc-2078	36	15	previously	previously	ADV
dpc-2078	36	16	selected	select	VERB
dpc-2078	36	17	for	for	ADP
dpc-2078	36	18	the	the	DET
dpc-2078	36	19	idscore	idscore	ADJ
dpc-2078	36	20	2018	2018	NUM
dpc-2078	36	21	checklist	checklist	NOUN
dpc-2078	36	22	(	(	PUNCT
dpc-2078	36	23	tables	table	NOUN
dpc-2078	36	24	1	1	NUM
dpc-2078	36	25	and	and	CCONJ
dpc-2078	36	26	4	4	NUM
dpc-2078	36	27	)	)	PUNCT
dpc-2078	36	28	,	,	PUNCT
dpc-2078	36	29	including	include	VERB
dpc-2078	36	30	:	:	PUNCT
dpc-2078	36	31	atypical	atypical	ADJ
dpc-2078	36	32	network	network	NOUN
dpc-2078	36	33	(	(	PUNCT
dpc-2078	36	34	an	an	PROPN
dpc-2078	36	35	)	)	PUNCT
dpc-2078	36	36	,	,	PUNCT
dpc-2078	36	37	irregular	irregular	ADJ
dpc-2078	36	38	streaks	streak	NOUN
dpc-2078	36	39	(	(	PUNCT
dpc-2078	36	40	is	be	AUX
dpc-2078	36	41	)	)	PUNCT
dpc-2078	36	42	,	,	PUNCT
dpc-2078	36	43	blue	blue	ADJ
dpc-2078	36	44	white	white	ADJ
dpc-2078	36	45	veil	veil	NOUN
dpc-2078	36	46	(	(	PUNCT
dpc-2078	36	47	bwv	bwv	NOUN
dpc-2078	36	48	)	)	PUNCT
dpc-2078	36	49	,	,	PUNCT
dpc-2078	36	50	blue	blue	ADJ
dpc-2078	36	51	gray	gray	ADJ
dpc-2078	36	52	peppering	peppering	NOUN
dpc-2078	36	53	(	(	PUNCT
dpc-2078	36	54	bgp	bgp	PROPN
dpc-2078	36	55	)	)	PUNCT
dpc-2078	36	56	,	,	PUNCT
dpc-2078	36	57	white	white	ADJ
dpc-2078	36	58	scar	scar	NOUN
dpc-2078	36	59	-	-	PUNCT
dpc-2078	36	60	like	like	ADJ
dpc-2078	36	61	areas	area	NOUN
dpc-2078	36	62	(	(	PUNCT
dpc-2078	36	63	wsa	wsa	PROPN
dpc-2078	36	64	)	)	PUNCT
dpc-2078	36	65	,	,	PUNCT
dpc-2078	36	66	shiny	shiny	ADJ
dpc-2078	36	67	white	white	ADJ
dpc-2078	36	68	streaks	streak	NOUN
dpc-2078	36	69	(	(	PUNCT
dpc-2078	36	70	sws	sws	NOUN
dpc-2078	36	71	)	)	PUNCT
dpc-2078	36	72	and	and	CCONJ
dpc-2078	36	73	irregular	irregular	ADJ
dpc-2078	36	74	dots	dot	NOUN
dpc-2078	36	75	globules	globules	PROPN
dpc-2078	36	76	(	(	PUNCT
dpc-2078	36	77	idg	idg	PROPN
dpc-2078	36	78	)	)	PUNCT
dpc-2078	36	79	(	(	PUNCT
dpc-2078	36	80	figures	figure	NOUN
dpc-2078	36	81	1	1	NUM
dpc-2078	36	82	and	and	CCONJ
dpc-2078	36	83	2	2	NUM
dpc-2078	36	84	)	)	PUNCT
dpc-2078	36	85	.	.	PUNCT
dpc-2078	37	1	then	then	ADV
dpc-2078	37	2	,	,	PUNCT
dpc-2078	37	3	they	they	PRON
dpc-2078	37	4	were	be	AUX
dpc-2078	37	5	asked	ask	VERB
dpc-2078	37	6	to	to	PART
dpc-2078	37	7	express	express	VERB
dpc-2078	37	8	an	an	DET
dpc-2078	37	9	intuitive	intuitive	ADJ
dpc-2078	37	10	diagnosis	diagnosis	NOUN
dpc-2078	37	11	of	of	ADP
dpc-2078	37	12	emm	emm	PROPN
dpc-2078	37	13	/	/	SYM
dpc-2078	37	14	an	an	PROPN
dpc-2078	37	15	.	.	PUNCT
dpc-2078	38	1	the	the	DET
dpc-2078	38	2	presence	presence	NOUN
dpc-2078	38	3	of	of	ADP
dpc-2078	38	4	one	one	NUM
dpc-2078	38	5	or	or	CCONJ
dpc-2078	38	6	more	more	ADJ
dpc-2078	38	7	dermoscopic	dermoscopic	ADJ
dpc-2078	38	8	features	feature	NOUN
dpc-2078	38	9	inside	inside	ADP
dpc-2078	38	10	each	each	DET
dpc-2078	38	11	lesion	lesion	NOUN
dpc-2078	38	12	and	and	CCONJ
dpc-2078	38	13	the	the	DET
dpc-2078	38	14	final	final	ADJ
dpc-2078	38	15	diagnosis	diagnosis	NOUN
dpc-2078	38	16	was	be	AUX
dpc-2078	38	17	assessed	assess	VERB
dpc-2078	38	18	based	base	VERB
dpc-2078	38	19	on	on	ADP
dpc-2078	38	20	the	the	DET
dpc-2078	38	21	agreement	agreement	NOUN
dpc-2078	38	22	of	of	ADP
dpc-2078	38	23	3	3	NUM
dpc-2078	38	24	out	out	ADP
dpc-2078	38	25	of	of	ADP
dpc-2078	38	26	4	4	NUM
dpc-2078	38	27	.	.	PUNCT
dpc-2078	38	28	integrated	integrate	VERB
dpc-2078	38	29	dataset	dataset	NOUN
dpc-2078	38	30	after	after	ADP
dpc-2078	38	31	selection	selection	NOUN
dpc-2078	38	32	(	(	PUNCT
dpc-2078	38	33	mg	mg	PROPN
dpc-2078	38	34	,	,	PUNCT
dpc-2078	38	35	lt	lt	PROPN
dpc-2078	38	36	,	,	PUNCT
dpc-2078	38	37	ac	ac	PROPN
dpc-2078	38	38	)	)	PUNCT
dpc-2078	38	39	for	for	ADP
dpc-2078	38	40	image	image	NOUN
dpc-2078	38	41	quality	quality	NOUN
dpc-2078	38	42	,	,	PUNCT
dpc-2078	38	43	availability	availability	NOUN
dpc-2078	38	44	of	of	ADP
dpc-2078	38	45	patient	patient	ADJ
dpc-2078	38	46	data	datum	NOUN
dpc-2078	38	47	and	and	CCONJ
dpc-2078	38	48	agreement	agreement	NOUN
dpc-2078	38	49	of	of	ADP
dpc-2078	38	50	2	2	NUM
dpc-2078	38	51	out	out	ADP
dpc-2078	38	52	of	of	ADP
dpc-2078	38	53	3	3	NUM
dpc-2078	38	54	pathologists	pathologist	NOUN
dpc-2078	38	55	on	on	ADP
dpc-2078	38	56	histopathological	histopathological	ADJ
dpc-2078	38	57	diagnosis	diagnosis	NOUN
dpc-2078	38	58	,	,	PUNCT
dpc-2078	38	59	the	the	DET
dpc-2078	38	60	final	final	ADJ
dpc-2078	38	61	database	database	NOUN
dpc-2078	38	62	consisted	consist	VERB
dpc-2078	38	63	of	of	ADP
dpc-2078	38	64	374	374	NUM
dpc-2078	38	65	standardized	standardized	ADJ
dpc-2078	38	66	dermoscopic	dermoscopic	ADJ
dpc-2078	38	67	pictures	picture	NOUN
dpc-2078	38	68	,	,	PUNCT
dpc-2078	38	69	258	258	NUM
dpc-2078	38	70	 	 	SPACE
dpc-2078	38	71	and	and	CCONJ
dpc-2078	38	72	 	 	SPACE
dpc-2078	38	73	116	116	NUM
dpc-2078	38	74	 	 	SPACE
dpc-2078	38	75	emm	emm	PROPN
dpc-2078	38	76	.	.	PUNCT
dpc-2078	39	1	each	each	DET
dpc-2078	39	2	lesion	lesion	NOUN
dpc-2078	39	3	was	be	AUX
dpc-2078	39	4	paired	pair	VERB
dpc-2078	39	5	with	with	ADP
dpc-2078	39	6	19	19	NUM
dpc-2078	39	7	objective	objective	ADJ
dpc-2078	39	8	parameters	parameter	NOUN
dpc-2078	39	9	,	,	PUNCT
dpc-2078	39	10	including	include	VERB
dpc-2078	39	11	:	:	PUNCT
dpc-2078	39	12	8	8	NUM
dpc-2078	39	13	mm	mm	NOUN
dpc-2078	39	14	risk	risk	NOUN
dpc-2078	39	15	factors	factor	NOUN
dpc-2078	39	16	,	,	PUNCT
dpc-2078	39	17	2	2	NUM
dpc-2078	39	18	patient	patient	ADJ
dpc-2078	39	19	demographic	demographic	ADJ
dpc-2078	39	20	data	datum	NOUN
dpc-2078	39	21	,	,	PUNCT
dpc-2078	39	22	2	2	NUM
dpc-2078	39	23	amsl	amsl	NOUN
dpc-2078	39	24	objective	objective	ADJ
dpc-2078	39	25	data	datum	NOUN
dpc-2078	39	26	and	and	CCONJ
dpc-2078	39	27	7	7	NUM
dpc-2078	39	28	dermoscopic	dermoscopic	NOUN
dpc-2078	39	29	features	feature	NOUN
dpc-2078	39	30	(	(	PUNCT
dpc-2078	39	31	table	table	NOUN
dpc-2078	39	32	1	1	NUM
dpc-2078	39	33	)	)	PUNCT
dpc-2078	39	34	.	.	PUNCT
dpc-2078	40	1	statistical	statistical	ADJ
dpc-2078	40	2	analysis	analysis	NOUN
dpc-2078	40	3	descriptive	descriptive	ADJ
dpc-2078	40	4	analysis	analysis	NOUN
dpc-2078	40	5	was	be	AUX
dpc-2078	40	6	carried	carry	VERB
dpc-2078	40	7	out	out	ADP
dpc-2078	40	8	using	use	VERB
dpc-2078	40	9	absolute	absolute	ADJ
dpc-2078	40	10	frequencies	frequency	NOUN
dpc-2078	40	11	and	and	CCONJ
dpc-2078	40	12	percentages	percentage	NOUN
dpc-2078	40	13	for	for	ADP
dpc-2078	40	14	qualitative	qualitative	ADJ
dpc-2078	40	15	variables	variable	NOUN
dpc-2078	40	16	,	,	PUNCT
dpc-2078	40	17	mean	mean	ADJ
dpc-2078	40	18	and	and	CCONJ
dpc-2078	40	19	standard	standard	ADJ
dpc-2078	40	20	deviation	deviation	NOUN
dpc-2078	40	21	for	for	ADP
dpc-2078	40	22	age	age	NOUN
dpc-2078	40	23	and	and	CCONJ
dpc-2078	40	24	diameter	diameter	NOUN
dpc-2078	40	25	,	,	PUNCT
dpc-2078	40	26	median	median	ADJ
dpc-2078	40	27	and	and	CCONJ
dpc-2078	40	28	minimum	minimum	ADJ
dpc-2078	40	29	-	-	PUNCT
dpc-2078	40	30	maximum	maximum	ADJ
dpc-2078	40	31	range	range	NOUN
dpc-2078	40	32	for	for	ADP
dpc-2078	40	33	the	the	DET
dpc-2078	40	34	idscore	idscore	NOUN
dpc-2078	40	35	.	.	PUNCT
dpc-2078	41	1	age	age	NOUN
dpc-2078	41	2	and	and	CCONJ
dpc-2078	41	3	diameter	diameter	NOUN
dpc-2078	41	4	were	be	AUX
dpc-2078	41	5	then	then	ADV
dpc-2078	41	6	categorized	categorize	VERB
dpc-2078	41	7	for	for	ADP
dpc-2078	41	8	the	the	DET
dpc-2078	41	9	score	score	NOUN
dpc-2078	41	10	model	model	NOUN
dpc-2078	41	11	purpose	purpose	NOUN
dpc-2078	41	12	,	,	PUNCT
dpc-2078	41	13	merging	merge	VERB
dpc-2078	41	14	classes	class	NOUN
dpc-2078	41	15	with	with	ADP
dpc-2078	41	16	same	same	ADJ
dpc-2078	41	17	risk	risk	NOUN
dpc-2078	41	18	.	.	PUNCT
dpc-2078	42	1	the	the	DET
dpc-2078	42	2	association	association	NOUN
dpc-2078	42	3	of	of	ADP
dpc-2078	42	4	gender	gender	NOUN
dpc-2078	42	5	,	,	PUNCT
dpc-2078	42	6	risk	risk	NOUN
dpc-2078	42	7	original	original	ADJ
dpc-2078	42	8	article	article	NOUN
dpc-2078	42	9	|	|	ADV
dpc-2078	42	10	dermatol	dermatol	ADJ
dpc-2078	42	11	pract	pract	NOUN
dpc-2078	42	12	concept	concept	NOUN
dpc-2078	42	13	.	.	PUNCT
dpc-2078	43	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	43	2	3	3	NUM
dpc-2078	43	3	p	p	NOUN
dpc-2078	43	4	<	<	X
dpc-2078	43	5	0.05	0.05	NUM
dpc-2078	43	6	was	be	AUX
dpc-2078	43	7	considered	consider	VERB
dpc-2078	43	8	statistically	statistically	ADV
dpc-2078	43	9	significant	significant	ADJ
dpc-2078	43	10	.	.	PUNCT
dpc-2078	44	1	the	the	DET
dpc-2078	44	2	analyses	analysis	NOUN
dpc-2078	44	3	were	be	AUX
dpc-2078	44	4	carried	carry	VERB
dpc-2078	44	5	out	out	ADP
dpc-2078	44	6	with	with	ADP
dpc-2078	44	7	r	r	NOUN
dpc-2078	44	8	version	version	NOUN
dpc-2078	44	9	4.10	4.10	NUM
dpc-2078	44	10	.	.	PUNCT
dpc-2078	45	1	results	result	NOUN
dpc-2078	45	2	case	case	NOUN
dpc-2078	45	3	study	study	NOUN
dpc-2078	45	4	in	in	ADP
dpc-2078	45	5	table	table	NOUN
dpc-2078	45	6	1	1	NUM
dpc-2078	45	7	is	be	AUX
dpc-2078	45	8	reported	report	VERB
dpc-2078	45	9	the	the	DET
dpc-2078	45	10	distribution	distribution	NOUN
dpc-2078	45	11	of	of	ADP
dpc-2078	45	12	all	all	PRON
dpc-2078	45	13	patienst	patienst	ADP
dpc-2078	45	14	demographic	demographic	ADJ
dpc-2078	45	15	data	datum	NOUN
dpc-2078	45	16	(	(	PUNCT
dpc-2078	45	17	2	2	NUM
dpc-2078	45	18	)	)	PUNCT
dpc-2078	45	19	,	,	PUNCT
dpc-2078	45	20	the	the	DET
dpc-2078	45	21	melanoma	melanoma	NOUN
dpc-2078	45	22	risk	risk	NOUN
dpc-2078	45	23	factors	factor	NOUN
dpc-2078	45	24	(	(	PUNCT
dpc-2078	45	25	8)	8)	NUM
dpc-2078	45	26	and	and	CCONJ
dpc-2078	45	27	the	the	DET
dpc-2078	45	28	amsls	amsls	NOUN
dpc-2078	45	29	morphologic	morphologic	ADJ
dpc-2078	45	30	data	datum	NOUN
dpc-2078	45	31	(	(	PUNCT
dpc-2078	45	32	2	2	NUM
dpc-2078	45	33	)	)	PUNCT
dpc-2078	45	34	.	.	PUNCT
dpc-2078	46	1	concerning	concern	VERB
dpc-2078	46	2	the	the	DET
dpc-2078	46	3	emm	emm	PROPN
dpc-2078	46	4	,	,	PUNCT
dpc-2078	46	5	they	they	PRON
dpc-2078	46	6	affected	affect	VERB
dpc-2078	46	7	males	male	NOUN
dpc-2078	46	8	in	in	ADP
dpc-2078	46	9	53	53	NUM
dpc-2078	46	10	%	%	NOUN
dpc-2078	46	11	versus	versus	ADP
dpc-2078	46	12	females	female	NOUN
dpc-2078	46	13	in	in	ADP
dpc-2078	46	14	46	46	NUM
dpc-2078	46	15	%	%	NOUN
dpc-2078	46	16	of	of	ADP
dpc-2078	46	17	cases	case	NOUN
dpc-2078	46	18	,	,	PUNCT
dpc-2078	46	19	mean	mean	ADJ
dpc-2078	46	20	age	age	NOUN
dpc-2078	46	21	was	be	AUX
dpc-2078	46	22	58.9	58.9	NUM
dpc-2078	46	23	years	year	NOUN
dpc-2078	46	24	,	,	PUNCT
dpc-2078	46	25	the	the	DET
dpc-2078	46	26	predominant	predominant	ADJ
dpc-2078	46	27	body	body	NOUN
dpc-2078	46	28	area	area	NOUN
dpc-2078	46	29	was	be	AUX
dpc-2078	46	30	the	the	DET
dpc-2078	46	31	upper	upper	ADJ
dpc-2078	46	32	trunk	trunk	NOUN
dpc-2078	46	33	(	(	PUNCT
dpc-2078	46	34	49	49	NUM
dpc-2078	46	35	%	%	NOUN
dpc-2078	46	36	of	of	ADP
dpc-2078	46	37	cases	case	NOUN
dpc-2078	46	38	)	)	PUNCT
dpc-2078	46	39	and	and	CCONJ
dpc-2078	46	40	the	the	DET
dpc-2078	46	41	average	average	ADJ
dpc-2078	46	42	diameter	diameter	NOUN
dpc-2078	46	43	was	be	AUX
dpc-2078	46	44	9.5	9.5	NUM
dpc-2078	46	45	mm	mm	NOUN
dpc-2078	46	46	.	.	PUNCT
dpc-2078	47	1	histologic	histologic	ADJ
dpc-2078	47	2	stages	stage	NOUN
dpc-2078	47	3	included	include	VERB
dpc-2078	47	4	:	:	PUNCT
dpc-2078	47	5	tis	tis	PROPN
dpc-2078	47	6	(	(	PUNCT
dpc-2078	47	7	50	50	NUM
dpc-2078	47	8	)	)	PUNCT
dpc-2078	47	9	,	,	PUNCT
dpc-2078	47	10	ia	ia	PROPN
dpc-2078	47	11	(	(	PUNCT
dpc-2078	47	12	37	37	NUM
dpc-2078	47	13	)	)	PUNCT
dpc-2078	47	14	,	,	PUNCT
dpc-2078	47	15	ib	ib	X
dpc-2078	47	16	(	(	PUNCT
dpc-2078	47	17	20	20	NUM
dpc-2078	47	18	)	)	PUNCT
dpc-2078	47	19	and	and	CCONJ
dpc-2078	47	20	iia	iia	NOUN
dpc-2078	47	21	(	(	PUNCT
dpc-2078	47	22	9	9	NUM
dpc-2078	47	23	cases	case	NOUN
dpc-2078	47	24	)	)	PUNCT
dpc-2078	48	1	[	[	X
dpc-2078	48	2	19	19	NUM
dpc-2078	48	3	]	]	PUNCT
dpc-2078	48	4	.	.	PUNCT
dpc-2078	49	1	factor	factor	NOUN
dpc-2078	49	2	and	and	CCONJ
dpc-2078	49	3	clinical	clinical	ADJ
dpc-2078	49	4	features	feature	NOUN
dpc-2078	49	5	with	with	ADP
dpc-2078	49	6	histology	histology	NOUN
dpc-2078	49	7	were	be	AUX
dpc-2078	49	8	evaluated	evaluate	VERB
dpc-2078	49	9	by	by	ADP
dpc-2078	49	10	chi	chi	ADJ
dpc-2078	49	11	-	-	PUNCT
dpc-2078	49	12	squared	square	VERB
dpc-2078	49	13	test	test	NOUN
dpc-2078	49	14	.	.	PUNCT
dpc-2078	50	1	the	the	DET
dpc-2078	50	2	difference	difference	NOUN
dpc-2078	50	3	of	of	ADP
dpc-2078	50	4	age	age	NOUN
dpc-2078	50	5	and	and	CCONJ
dpc-2078	50	6	diameter	diameter	NOUN
dpc-2078	50	7	between	between	ADP
dpc-2078	50	8	an	an	PRON
dpc-2078	50	9	and	and	CCONJ
dpc-2078	50	10	emm	emm	PROPN
dpc-2078	50	11	by	by	ADP
dpc-2078	50	12	t	t	PROPN
dpc-2078	50	13	test	test	NOUN
dpc-2078	50	14	,	,	PUNCT
dpc-2078	50	15	instead	instead	ADV
dpc-2078	50	16	,	,	PUNCT
dpc-2078	50	17	the	the	DET
dpc-2078	50	18	idscore	idscore	NOUN
dpc-2078	50	19	by	by	ADP
dpc-2078	50	20	mann	mann	PROPN
dpc-2078	50	21	-	-	PUNCT
dpc-2078	50	22	whitney	whitney	PROPN
dpc-2078	50	23	test	test	NOUN
dpc-2078	50	24	.	.	PUNCT
dpc-2078	51	1	kolmogorov	kolmogorov	ADJ
dpc-2078	51	2	-	-	PUNCT
dpc-2078	51	3	smirnov	smirnov	PROPN
dpc-2078	51	4	test	test	NOUN
dpc-2078	51	5	was	be	AUX
dpc-2078	51	6	used	use	VERB
dpc-2078	51	7	to	to	PART
dpc-2078	51	8	evaluate	evaluate	VERB
dpc-2078	51	9	the	the	DET
dpc-2078	51	10	normality	normality	NOUN
dpc-2078	51	11	distribution	distribution	NOUN
dpc-2078	51	12	of	of	ADP
dpc-2078	51	13	quantitative	quantitative	ADJ
dpc-2078	51	14	variables	variable	NOUN
dpc-2078	51	15	.	.	PUNCT
dpc-2078	52	1	bivariate	bivariate	ADJ
dpc-2078	52	2	analysis	analysis	NOUN
dpc-2078	52	3	was	be	AUX
dpc-2078	52	4	performed	perform	VERB
dpc-2078	52	5	by	by	ADP
dpc-2078	52	6	logistic	logistic	ADJ
dpc-2078	52	7	regression	regression	NOUN
dpc-2078	52	8	,	,	PUNCT
dpc-2078	52	9	the	the	DET
dpc-2078	52	10	odds	odd	NOUN
dpc-2078	52	11	ratios	ratio	NOUN
dpc-2078	52	12	(	(	PUNCT
dpc-2078	52	13	or	or	CCONJ
dpc-2078	52	14	)	)	PUNCT
dpc-2078	52	15	and	and	CCONJ
dpc-2078	52	16	their	their	PRON
dpc-2078	52	17	95	95	NUM
dpc-2078	52	18	%	%	NOUN
dpc-2078	52	19	confidence	confidence	NOUN
dpc-2078	52	20	interval	interval	NOUN
dpc-2078	52	21	(	(	PUNCT
dpc-2078	52	22	ci	ci	NOUN
dpc-2078	52	23	)	)	PUNCT
dpc-2078	52	24	were	be	AUX
dpc-2078	52	25	estimated	estimate	VERB
dpc-2078	52	26	,	,	PUNCT
dpc-2078	52	27	too	too	ADV
dpc-2078	52	28	.	.	PUNCT
dpc-2078	53	1	in	in	ADP
dpc-2078	53	2	particular	particular	ADJ
dpc-2078	53	3	,	,	PUNCT
dpc-2078	53	4	eight	eight	NUM
dpc-2078	53	5	bivariate	bivariate	ADJ
dpc-2078	53	6	logistic	logistic	ADJ
dpc-2078	53	7	regression	regression	NOUN
dpc-2078	53	8	were	be	AUX
dpc-2078	53	9	carried	carry	VERB
dpc-2078	53	10	out	out	ADP
dpc-2078	53	11	,	,	PUNCT
dpc-2078	53	12	each	each	DET
dpc-2078	53	13	one	one	NOUN
dpc-2078	53	14	with	with	ADP
dpc-2078	53	15	idscore	idscore	NOUN
dpc-2078	53	16	plus	plus	CCONJ
dpc-2078	53	17	one	one	NUM
dpc-2078	53	18	risk	risk	NOUN
dpc-2078	53	19	factor	factor	NOUN
dpc-2078	53	20	.	.	PUNCT
dpc-2078	54	1	after	after	ADP
dpc-2078	54	2	that	that	PRON
dpc-2078	54	3	,	,	PUNCT
dpc-2078	54	4	an	an	DET
dpc-2078	54	5	integer	integer	NOUN
dpc-2078	54	6	score	score	NOUN
dpc-2078	54	7	model	model	NOUN
dpc-2078	54	8	was	be	AUX
dpc-2078	54	9	developed	develop	VERB
dpc-2078	54	10	based	base	VERB
dpc-2078	54	11	on	on	ADP
dpc-2078	54	12	logistic	logistic	ADJ
dpc-2078	54	13	regression	regression	NOUN
dpc-2078	54	14	.	.	PUNCT
dpc-2078	55	1	leave	leave	VERB
dpc-2078	55	2	-	-	PUNCT
dpc-2078	55	3	one	one	NUM
dpc-2078	55	4	-	-	PUNCT
dpc-2078	55	5	out	out	ADP
dpc-2078	55	6	procedure	procedure	NOUN
dpc-2078	55	7	was	be	AUX
dpc-2078	55	8	used	use	VERB
dpc-2078	55	9	for	for	ADP
dpc-2078	55	10	testing	test	VERB
dpc-2078	55	11	the	the	DET
dpc-2078	55	12	model	model	NOUN
dpc-2078	55	13	.	.	PUNCT
dpc-2078	56	1	roc	roc	PROPN
dpc-2078	56	2	curves	curve	NOUN
dpc-2078	56	3	and	and	CCONJ
dpc-2078	56	4	their	their	PRON
dpc-2078	56	5	areas	area	NOUN
dpc-2078	56	6	(	(	PUNCT
dpc-2078	56	7	auroc	auroc	NOUN
dpc-2078	56	8	)	)	PUNCT
dpc-2078	56	9	were	be	AUX
dpc-2078	56	10	also	also	ADV
dpc-2078	56	11	estimated	estimate	VERB
dpc-2078	56	12	to	to	PART
dpc-2078	56	13	compare	compare	VERB
dpc-2078	56	14	the	the	DET
dpc-2078	56	15	model	model	NOUN
dpc-2078	56	16	performances	performance	NOUN
dpc-2078	56	17	.	.	PUNCT
dpc-2078	57	1	a	a	DET
dpc-2078	57	2	table	table	NOUN
dpc-2078	57	3	1	1	NUM
dpc-2078	57	4	.	.	PUNCT
dpc-2078	57	5	distribution	distribution	NOUN
dpc-2078	57	6	of	of	ADP
dpc-2078	57	7	patient	patient	ADJ
dpc-2078	57	8	demographic	demographic	ADJ
dpc-2078	57	9	data	datum	NOUN
dpc-2078	57	10	,	,	PUNCT
dpc-2078	57	11	melanoma	melanoma	NOUN
dpc-2078	57	12	risk	risk	NOUN
dpc-2078	57	13	factors	factor	NOUN
dpc-2078	57	14	and	and	CCONJ
dpc-2078	57	15	lesional	lesional	ADJ
dpc-2078	57	16	data	datum	NOUN
dpc-2078	57	17	in	in	ADP
dpc-2078	57	18	the	the	DET
dpc-2078	57	19	case	case	NOUN
dpc-2078	57	20	study	study	NOUN
dpc-2078	57	21	idscore	idscore	NOUN
dpc-2078	57	22	database	database	NOUN
dpc-2078	57	23	2018	2018	NUM
dpc-2078	57	24	-	-	SYM
dpc-2078	57	25	2020	2020	NUM
dpc-2078	57	26	of	of	ADP
dpc-2078	57	27	374	374	NUM
dpc-2078	57	28	atypical	atypical	ADJ
dpc-2078	57	29	melanocytic	melanocytic	ADJ
dpc-2078	57	30	skin	skin	NOUN
dpc-2078	57	31	lesions	lesion	NOUN
dpc-2078	57	32	.	.	PUNCT
dpc-2078	58	1	the	the	DET
dpc-2078	58	2	results	result	NOUN
dpc-2078	58	3	of	of	ADP
dpc-2078	58	4	univariate	univariate	ADJ
dpc-2078	58	5	analysis	analysis	NOUN
dpc-2078	58	6	for	for	ADP
dpc-2078	58	7	significant	significant	ADJ
dpc-2078	58	8	association	association	NOUN
dpc-2078	58	9	with	with	ADP
dpc-2078	58	10	mm	mm	PROPN
dpc-2078	58	11	histologic	histologic	ADJ
dpc-2078	58	12	diagnosis	diagnosis	NOUN
dpc-2078	58	13	are	be	AUX
dpc-2078	58	14	also	also	ADV
dpc-2078	58	15	reported	report	VERB
dpc-2078	58	16	with	with	ADP
dpc-2078	58	17	corresponding	correspond	VERB
dpc-2078	58	18	p	p	NOUN
dpc-2078	58	19	-	-	PUNCT
dpc-2078	58	20	values	value	NOUN
dpc-2078	58	21	.	.	PUNCT
dpc-2078	59	1	atypical	atypical	ADJ
dpc-2078	59	2	nevi	nevi	NOUN
dpc-2078	59	3	(	(	PUNCT
dpc-2078	59	4	an	an	X
dpc-2078	59	5	)	)	PUNCT
dpc-2078	59	6	n=258	n=258	PROPN
dpc-2078	59	7	early	early	ADJ
dpc-2078	59	8	melanomas	melanomas	PROPN
dpc-2078	59	9	(	(	PUNCT
dpc-2078	59	10	emm	emm	PROPN
dpc-2078	59	11	)	)	PUNCT
dpc-2078	59	12	n=116	n=116	PART
dpc-2078	59	13	p	p	DET
dpc-2078	59	14	demographic	demographic	ADJ
dpc-2078	59	15	data	datum	NOUN
dpc-2078	59	16	1	1	NUM
dpc-2078	59	17	.	.	PUNCT
dpc-2078	59	18	age	age	NOUN
dpc-2078	59	19	(	(	PUNCT
dpc-2078	59	20	years	year	NOUN
dpc-2078	59	21	)	)	PUNCT
dpc-2078	60	1	48.0±14.2	48.0±14.2	NUM
dpc-2078	60	2	58.9±15.0	58.9±15.0	NUM
dpc-2078	60	3	<	<	X
dpc-2078	60	4	0.001	0.001	NUM
dpc-2078	60	5	2	2	NUM
dpc-2078	60	6	.	.	PUNCT
dpc-2078	60	7	gender	gender	NOUN
dpc-2078	60	8	female	female	NOUN
dpc-2078	60	9	106	106	NUM
dpc-2078	60	10	(	(	PUNCT
dpc-2078	60	11	41.1	41.1	NUM
dpc-2078	60	12	%	%	NOUN
dpc-2078	60	13	)	)	PUNCT
dpc-2078	60	14	54	54	NUM
dpc-2078	60	15	(	(	PUNCT
dpc-2078	60	16	46.6	46.6	NUM
dpc-2078	60	17	%	%	NOUN
dpc-2078	60	18	)	)	PUNCT
dpc-2078	60	19	0.366	0.366	NUM
dpc-2078	60	20	male	male	NOUN
dpc-2078	60	21	152	152	NUM
dpc-2078	60	22	(	(	PUNCT
dpc-2078	60	23	58.9	58.9	NUM
dpc-2078	60	24	%	%	NOUN
dpc-2078	60	25	)	)	PUNCT
dpc-2078	60	26	62	62	NUM
dpc-2078	60	27	(	(	PUNCT
dpc-2078	60	28	53.4	53.4	NUM
dpc-2078	60	29	%	%	NOUN
dpc-2078	60	30	)	)	PUNCT
dpc-2078	60	31	anamnestic	anamnestic	ADJ
dpc-2078	60	32	risk	risk	NOUN
dpc-2078	60	33	factors	factor	NOUN
dpc-2078	60	34	1	1	NUM
dpc-2078	60	35	.	.	PUNCT
dpc-2078	61	1	history	history	NOUN
dpc-2078	61	2	of	of	ADP
dpc-2078	61	3	melanoma	melanoma	NOUN
dpc-2078	61	4	(	(	PUNCT
dpc-2078	61	5	personal	personal	ADJ
dpc-2078	61	6	/	/	SYM
dpc-2078	61	7	1st	1st	ADJ
dpc-2078	61	8	relative	relative	NOUN
dpc-2078	61	9	)	)	PUNCT
dpc-2078	61	10	72	72	NUM
dpc-2078	61	11	(	(	PUNCT
dpc-2078	61	12	28.2	28.2	NUM
dpc-2078	61	13	%	%	NOUN
dpc-2078	61	14	)	)	PUNCT
dpc-2078	61	15	50	50	NUM
dpc-2078	61	16	(	(	PUNCT
dpc-2078	61	17	43.1	43.1	NUM
dpc-2078	61	18	%	%	NOUN
dpc-2078	61	19	)	)	PUNCT
dpc-2078	61	20	0.007	0.007	NUM
dpc-2078	61	21	2	2	NUM
dpc-2078	61	22	.	.	PUNCT
dpc-2078	61	23	sunburns	sunburn	NOUN
dpc-2078	61	24	before	before	ADP
dpc-2078	61	25	14	14	NUM
dpc-2078	61	26	(	(	PUNCT
dpc-2078	61	27	yes	yes	INTJ
dpc-2078	61	28	/	/	SYM
dpc-2078	61	29	no	no	NOUN
dpc-2078	61	30	)	)	PUNCT
dpc-2078	61	31	173	173	NUM
dpc-2078	61	32	(	(	PUNCT
dpc-2078	61	33	68.7	68.7	NUM
dpc-2078	61	34	%	%	NOUN
dpc-2078	61	35	)	)	PUNCT
dpc-2078	61	36	82	82	NUM
dpc-2078	61	37	(	(	PUNCT
dpc-2078	61	38	71.9	71.9	NUM
dpc-2078	61	39	%	%	NOUN
dpc-2078	61	40	)	)	PUNCT
dpc-2078	61	41	0.542	0.542	NUM
dpc-2078	61	42	3	3	X
dpc-2078	61	43	.	.	X
dpc-2078	62	1	smoke	smoke	NOUN
dpc-2078	62	2	(	(	PUNCT
dpc-2078	62	3	>	>	X
dpc-2078	62	4	5	5	NUM
dpc-2078	62	5	cigarettes	cigarette	NOUN
dpc-2078	62	6	/	/	SYM
dpc-2078	62	7	day	day	NOUN
dpc-2078	62	8	)	)	PUNCT
dpc-2078	62	9	(	(	PUNCT
dpc-2078	62	10	yes	yes	INTJ
dpc-2078	62	11	/	/	SYM
dpc-2078	62	12	no	no	NOUN
dpc-2078	62	13	)	)	PUNCT
dpc-2078	62	14	66	66	NUM
dpc-2078	62	15	(	(	PUNCT
dpc-2078	62	16	26.3	26.3	NUM
dpc-2078	62	17	%	%	NOUN
dpc-2078	62	18	)	)	PUNCT
dpc-2078	62	19	19	19	NUM
dpc-2078	62	20	(	(	PUNCT
dpc-2078	62	21	22.1	22.1	NUM
dpc-2078	62	22	%	%	NOUN
dpc-2078	62	23	)	)	PUNCT
dpc-2078	62	24	0.475	0.475	NUM
dpc-2078	62	25	phenotypic	phenotypic	ADJ
dpc-2078	62	26	risk	risk	NOUN
dpc-2078	62	27	factors	factor	NOUN
dpc-2078	62	28	4	4	NUM
dpc-2078	62	29	.	.	PUNCT
dpc-2078	62	30	skin	skin	NOUN
dpc-2078	62	31	phototype	phototype	NOUN
dpc-2078	62	32	i+ii	i+ii	NOUN
dpc-2078	62	33	66	66	NUM
dpc-2078	62	34	(	(	PUNCT
dpc-2078	62	35	25.8	25.8	NUM
dpc-2078	62	36	%	%	NOUN
dpc-2078	62	37	)	)	PUNCT
dpc-2078	62	38	60	60	NUM
dpc-2078	62	39	(	(	PUNCT
dpc-2078	62	40	51.7	51.7	NUM
dpc-2078	62	41	%	%	NOUN
dpc-2078	62	42	)	)	PUNCT
dpc-2078	62	43	0.005	0.005	NUM
dpc-2078	62	44	iii+iv	iii+iv	SYM
dpc-2078	62	45	190	190	NUM
dpc-2078	62	46	(	(	PUNCT
dpc-2078	62	47	74.2	74.2	NUM
dpc-2078	62	48	%	%	NOUN
dpc-2078	62	49	)	)	PUNCT
dpc-2078	62	50	56	56	NUM
dpc-2078	62	51	48.3	48.3	NUM
dpc-2078	62	52	%	%	NOUN
dpc-2078	62	53	)	)	PUNCT
dpc-2078	62	54	5	5	NUM
dpc-2078	62	55	.	.	X
dpc-2078	62	56	pheomelanin	pheomelanin	ADJ
dpc-2078	62	57	phenotype	phenotype	NOUN
dpc-2078	62	58	(	(	PUNCT
dpc-2078	62	59	yes	yes	INTJ
dpc-2078	62	60	/	/	SYM
dpc-2078	62	61	no	no	NOUN
dpc-2078	62	62	)	)	PUNCT
dpc-2078	62	63	23	23	NUM
dpc-2078	62	64	(	(	PUNCT
dpc-2078	62	65	9.0	9.0	NUM
dpc-2078	62	66	%	%	NOUN
dpc-2078	62	67	)	)	PUNCT
dpc-2078	62	68	21	21	NUM
dpc-2078	62	69	(	(	PUNCT
dpc-2078	62	70	18	18	NUM
dpc-2078	62	71	%	%	NOUN
dpc-2078	62	72	)	)	PUNCT
dpc-2078	62	73	0.005	0.005	NUM
dpc-2078	62	74	6	6	NUM
dpc-2078	62	75	.	.	PUNCT
dpc-2078	63	1	blonde	blonde	ADJ
dpc-2078	63	2	hair	hair	NOUN
dpc-2078	63	3	(	(	PUNCT
dpc-2078	63	4	yes	yes	INTJ
dpc-2078	63	5	/	/	SYM
dpc-2078	63	6	no	no	NOUN
dpc-2078	63	7	)	)	PUNCT
dpc-2078	63	8	42	42	NUM
dpc-2078	63	9	(	(	PUNCT
dpc-2078	63	10	16.4	16.4	NUM
dpc-2078	63	11	%	%	NOUN
dpc-2078	63	12	)	)	PUNCT
dpc-2078	63	13	28	28	NUM
dpc-2078	63	14	(	(	PUNCT
dpc-2078	63	15	24.3	24.3	NUM
dpc-2078	63	16	%	%	NOUN
dpc-2078	63	17	)	)	PUNCT
dpc-2078	63	18	0.05	0.05	NUM
dpc-2078	63	19	7	7	NUM
dpc-2078	63	20	.	.	PUNCT
dpc-2078	63	21	green	green	ADJ
dpc-2078	63	22	/	/	SYM
dpc-2078	63	23	light	light	ADJ
dpc-2078	63	24	-	-	PUNCT
dpc-2078	63	25	blue	blue	ADJ
dpc-2078	63	26	/	/	SYM
dpc-2078	63	27	blue	blue	ADJ
dpc-2078	63	28	eyes	eye	NOUN
dpc-2078	63	29	(	(	PUNCT
dpc-2078	63	30	yes	yes	INTJ
dpc-2078	63	31	/	/	SYM
dpc-2078	63	32	no	no	NOUN
dpc-2078	63	33	)	)	PUNCT
dpc-2078	63	34	86	86	NUM
dpc-2078	63	35	(	(	PUNCT
dpc-2078	63	36	33.7	33.7	NUM
dpc-2078	63	37	%	%	NOUN
dpc-2078	63	38	)	)	PUNCT
dpc-2078	63	39	43	43	NUM
dpc-2078	63	40	(	(	PUNCT
dpc-2078	63	41	37.4	37.4	NUM
dpc-2078	63	42	%	%	NOUN
dpc-2078	63	43	)	)	PUNCT
dpc-2078	63	44	0.556	0.556	NUM
dpc-2078	63	45	8	8	NUM
dpc-2078	63	46	.	.	PUNCT
dpc-2078	64	1	>	>	PUNCT
dpc-2078	64	2	11	11	NUM
dpc-2078	64	3	nevi	nevi	ADJ
dpc-2078	64	4	/	/	SYM
dpc-2078	64	5	right	right	ADJ
dpc-2078	64	6	arm	arm	NOUN
dpc-2078	64	7	(	(	PUNCT
dpc-2078	64	8	yes	yes	INTJ
dpc-2078	64	9	/	/	SYM
dpc-2078	64	10	no	no	NOUN
dpc-2078	64	11	)	)	PUNCT
dpc-2078	64	12	128	128	NUM
dpc-2078	64	13	(	(	PUNCT
dpc-2078	64	14	50.4	50.4	NUM
dpc-2078	64	15	%	%	NOUN
dpc-2078	64	16	)	)	PUNCT
dpc-2078	64	17	66	66	NUM
dpc-2078	64	18	(	(	PUNCT
dpc-2078	64	19	57.4	57.4	NUM
dpc-2078	64	20	%	%	NOUN
dpc-2078	64	21	)	)	PUNCT
dpc-2078	64	22	0.005	0.005	NUM
dpc-2078	64	23	amsls	amsls	NOUN
dpc-2078	64	24	data	datum	NOUN
dpc-2078	64	25	1	1	NUM
dpc-2078	64	26	.	.	PUNCT
dpc-2078	64	27	maximum	maximum	ADJ
dpc-2078	64	28	diameter	diameter	NOUN
dpc-2078	64	29	(	(	PUNCT
dpc-2078	64	30	mm	mm	NOUN
dpc-2078	64	31	)	)	PUNCT
dpc-2078	64	32	6.4±2.5	6.4±2.5	NUM
dpc-2078	64	33	9.5±3.2	9.5±3.2	NUM
dpc-2078	64	34	<	<	X
dpc-2078	64	35	0.001	0.001	NUM
dpc-2078	64	36	2	2	NUM
dpc-2078	64	37	.	.	PUNCT
dpc-2078	64	38	body	body	NOUN
dpc-2078	64	39	area	area	NOUN
dpc-2078	64	40	/	/	SYM
dpc-2078	64	41	anatomical	anatomical	ADJ
dpc-2078	64	42	site	site	NOUN
dpc-2078	64	43	upper	upper	ADJ
dpc-2078	64	44	extremities	extremity	NOUN
dpc-2078	64	45	chronically	chronically	ADV
dpc-2078	64	46	photoexposed	photoexpose	VERB
dpc-2078	64	47	[	[	X
dpc-2078	64	48	head	head	NOUN
dpc-2078	64	49	/	/	SYM
dpc-2078	64	50	neck	neck	NOUN
dpc-2078	64	51	/	/	SYM
dpc-2078	64	52	arms	arm	NOUN
dpc-2078	64	53	/	/	SYM
dpc-2078	64	54	hands	hand	NOUN
dpc-2078	64	55	]	]	PUNCT
dpc-2078	64	56	18	18	NUM
dpc-2078	64	57	(	(	PUNCT
dpc-2078	64	58	7.0	7.0	NUM
dpc-2078	64	59	%	%	NOUN
dpc-2078	64	60	)	)	PUNCT
dpc-2078	64	61	14	14	NUM
dpc-2078	64	62	(	(	PUNCT
dpc-2078	64	63	12.1	12.1	NUM
dpc-2078	64	64	%	%	NOUN
dpc-2078	64	65	)	)	PUNCT
dpc-2078	64	66	0.113	0.113	NUM
dpc-2078	64	67	upper	upper	ADJ
dpc-2078	64	68	trunk	trunk	NOUN
dpc-2078	64	69	seldom	seldom	ADV
dpc-2078	64	70	photoexposed	photoexpose	VERB
dpc-2078	65	1	[	[	X
dpc-2078	65	2	shoulders	shoulder	NOUN
dpc-2078	65	3	/	/	SYM
dpc-2078	65	4	back	back	ADV
dpc-2078	65	5	/	/	SYM
dpc-2078	65	6	chest	chest	NOUN
dpc-2078	65	7	/	/	SYM
dpc-2078	65	8	breast	breast	NOUN
dpc-2078	65	9	]	]	PUNCT
dpc-2078	65	10	146	146	NUM
dpc-2078	65	11	(	(	PUNCT
dpc-2078	65	12	56.6	56.6	NUM
dpc-2078	65	13	%	%	NOUN
dpc-2078	65	14	)	)	PUNCT
dpc-2078	65	15	57	57	NUM
dpc-2078	65	16	(	(	PUNCT
dpc-2078	65	17	49.1	49.1	NUM
dpc-2078	65	18	%	%	NOUN
dpc-2078	65	19	)	)	PUNCT
dpc-2078	65	20	0.217	0.217	NUM
dpc-2078	65	21	lower	low	ADJ
dpc-2078	65	22	extremities	extremity	NOUN
dpc-2078	65	23	frequently	frequently	ADV
dpc-2078	65	24	photoexposed	photoexpose	VERB
dpc-2078	65	25	[	[	PUNCT
dpc-2078	65	26	thighs	thigh	NOUN
dpc-2078	65	27	/	/	SYM
dpc-2078	65	28	legs	leg	NOUN
dpc-2078	65	29	/	/	SYM
dpc-2078	65	30	ankles	ankle	NOUN
dpc-2078	65	31	/	/	SYM
dpc-2078	65	32	back	back	ADV
dpc-2078	65	33	of	of	ADP
dpc-2078	65	34	the	the	DET
dpc-2078	65	35	feet	foot	NOUN
dpc-2078	65	36	]	]	X
dpc-2078	65	37	26	26	NUM
dpc-2078	65	38	(	(	PUNCT
dpc-2078	65	39	10.1	10.1	NUM
dpc-2078	65	40	%	%	NOUN
dpc-2078	65	41	)	)	PUNCT
dpc-2078	65	42	18	18	NUM
dpc-2078	65	43	(	(	PUNCT
dpc-2078	65	44	15.5	15.5	NUM
dpc-2078	65	45	%	%	NOUN
dpc-2078	65	46	)	)	PUNCT
dpc-2078	65	47	0.164	0.164	NUM
dpc-2078	65	48	lower	low	ADJ
dpc-2078	65	49	trunk	trunk	NOUN
dpc-2078	65	50	rarely	rarely	ADV
dpc-2078	65	51	photoexposed	photoexpose	VERB
dpc-2078	65	52	[	[	PUNCT
dpc-2078	65	53	side	side	ADJ
dpc-2078	65	54	/	/	SYM
dpc-2078	65	55	bottom	bottom	NOUN
dpc-2078	65	56	/	/	SYM
dpc-2078	65	57	abdomen	abdoman	NOUN
dpc-2078	65	58	]	]	PUNCT
dpc-2078	65	59	68	68	NUM
dpc-2078	65	60	(	(	PUNCT
dpc-2078	65	61	26.4	26.4	NUM
dpc-2078	65	62	%	%	NOUN
dpc-2078	65	63	)	)	PUNCT
dpc-2078	65	64	27	27	NUM
dpc-2078	65	65	(	(	PUNCT
dpc-2078	65	66	23.3	23.3	NUM
dpc-2078	65	67	%	%	NOUN
dpc-2078	65	68	)	)	PUNCT
dpc-2078	65	69	0.608	0.608	NUM
dpc-2078	65	70	table1	table1	PROPN
dpc-2078	65	71	continues	continue	VERB
dpc-2078	65	72	4	4	NUM
dpc-2078	65	73	original	original	ADJ
dpc-2078	65	74	article	article	NOUN
dpc-2078	65	75	|	|	ADV
dpc-2078	65	76	dermatol	dermatol	ADJ
dpc-2078	65	77	pract	pract	NOUN
dpc-2078	65	78	concept	concept	NOUN
dpc-2078	65	79	.	.	PUNCT
dpc-2078	66	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	66	2	bivariate	bivariate	ADJ
dpc-2078	66	3	analysis	analysis	NOUN
dpc-2078	66	4	each	each	DET
dpc-2078	66	5	one	one	NUM
dpc-2078	66	6	of	of	ADP
dpc-2078	66	7	the	the	DET
dpc-2078	66	8	8	8	NUM
dpc-2078	66	9	variables	variable	NOUN
dpc-2078	66	10	assumed	assume	VERB
dpc-2078	66	11	as	as	ADP
dpc-2078	66	12	possible	possible	ADJ
dpc-2078	66	13	mm	mm	NOUN
dpc-2078	66	14	risk	risk	NOUN
dpc-2078	66	15	factors	factor	NOUN
dpc-2078	66	16	was	be	AUX
dpc-2078	66	17	tested	test	VERB
dpc-2078	66	18	in	in	ADP
dpc-2078	66	19	combination	combination	NOUN
dpc-2078	66	20	with	with	ADP
dpc-2078	66	21	the	the	DET
dpc-2078	66	22	idscore	idscore	ADJ
dpc-2078	66	23	2018	2018	NUM
dpc-2078	66	24	checklist	checklist	NOUN
dpc-2078	66	25	for	for	ADP
dpc-2078	66	26	the	the	DET
dpc-2078	66	27	association	association	NOUN
dpc-2078	66	28	with	with	ADP
dpc-2078	66	29	mm	mm	PROPN
dpc-2078	66	30	histologic	histologic	ADJ
dpc-2078	66	31	diagnosis	diagnosis	NOUN
dpc-2078	66	32	:	:	PUNCT
dpc-2078	66	33	according	accord	VERB
dpc-2078	66	34	to	to	ADP
dpc-2078	66	35	the	the	DET
dpc-2078	66	36	bivariate	bivariate	ADJ
dpc-2078	66	37	analysis	analysis	NOUN
dpc-2078	66	38	results	result	NOUN
dpc-2078	66	39	(	(	PUNCT
dpc-2078	66	40	table	table	NOUN
dpc-2078	66	41	2	2	NUM
dpc-2078	66	42	)	)	PUNCT
dpc-2078	66	43	,	,	PUNCT
dpc-2078	66	44	it	it	PRON
dpc-2078	66	45	appeared	appear	VERB
dpc-2078	66	46	that	that	SCONJ
dpc-2078	66	47	only	only	ADV
dpc-2078	66	48	2	2	NUM
dpc-2078	66	49	variables	variable	NOUN
dpc-2078	66	50	added	add	VERB
dpc-2078	66	51	a	a	DET
dpc-2078	66	52	significant	significant	ADJ
dpc-2078	66	53	increase	increase	NOUN
dpc-2078	66	54	in	in	ADP
dpc-2078	66	55	accuracy	accuracy	NOUN
dpc-2078	66	56	when	when	SCONJ
dpc-2078	66	57	incorporated	incorporate	VERB
dpc-2078	66	58	into	into	ADP
dpc-2078	66	59	the	the	DET
dpc-2078	66	60	previous	previous	ADJ
dpc-2078	66	61	checklist	checklist	NOUN
dpc-2078	66	62	idscore	idscore	VERB
dpc-2078	66	63	2018	2018	NUM
dpc-2078	66	64	,	,	PUNCT
dpc-2078	66	65	namely	namely	ADV
dpc-2078	66	66	the	the	DET
dpc-2078	66	67	“	"	PUNCT
dpc-2078	66	68	skin	skin	NOUN
dpc-2078	66	69	phototype	phototype	NOUN
dpc-2078	66	70	i	i	PROPN
dpc-2078	66	71	/	/	SYM
dpc-2078	66	72	ii	ii	PROPN
dpc-2078	66	73	”	"	PUNCT
dpc-2078	66	74	and	and	CCONJ
dpc-2078	66	75	the	the	DET
dpc-2078	66	76	“	"	PUNCT
dpc-2078	66	77	history	history	NOUN
dpc-2078	66	78	of	of	ADP
dpc-2078	66	79	mm	mm	PROPN
dpc-2078	66	80	”	"	PUNCT
dpc-2078	66	81	(	(	PUNCT
dpc-2078	66	82	personal	personal	ADJ
dpc-2078	66	83	or	or	CCONJ
dpc-2078	66	84	regarding	regard	VERB
dpc-2078	66	85	the	the	DET
dpc-2078	66	86	1st	1st	ADJ
dpc-2078	66	87	degree	degree	NOUN
dpc-2078	66	88	relative	relative	NOUN
dpc-2078	66	89	)	)	PUNCT
dpc-2078	66	90	.	.	PUNCT
dpc-2078	67	1	logistic	logistic	ADJ
dpc-2078	67	2	regression	regression	NOUN
dpc-2078	67	3	according	accord	VERB
dpc-2078	67	4	to	to	ADP
dpc-2078	67	5	the	the	DET
dpc-2078	67	6	stepwise	stepwise	ADJ
dpc-2078	67	7	analysis	analysis	NOUN
dpc-2078	67	8	of	of	ADP
dpc-2078	67	9	the	the	DET
dpc-2078	67	10	logistic	logistic	ADJ
dpc-2078	67	11	regression	regression	NOUN
dpc-2078	67	12	(	(	PUNCT
dpc-2078	67	13	table	table	NOUN
dpc-2078	67	14	3	3	NUM
dpc-2078	67	15	)	)	PUNCT
dpc-2078	67	16	,	,	PUNCT
dpc-2078	67	17	the	the	DET
dpc-2078	67	18	new	new	ADJ
dpc-2078	67	19	idscore	idscore	NOUN
dpc-2078	67	20	2021	2021	NUM
dpc-2078	67	21	checklist	checklist	NOUN
dpc-2078	67	22	would	would	AUX
dpc-2078	67	23	be	be	AUX
dpc-2078	67	24	composed	compose	VERB
dpc-2078	67	25	by	by	ADP
dpc-2078	67	26	only	only	ADV
dpc-2078	67	27	9	9	NUM
dpc-2078	67	28	parameters	parameter	NOUN
dpc-2078	67	29	,	,	PUNCT
dpc-2078	67	30	including	include	VERB
dpc-2078	67	31	the	the	DET
dpc-2078	67	32	“	"	PUNCT
dpc-2078	67	33	age	age	NOUN
dpc-2078	67	34	ranges	range	VERB
dpc-2078	67	35	31	31	NUM
dpc-2078	67	36	-	-	SYM
dpc-2078	67	37	60	60	NUM
dpc-2078	67	38	years	year	NOUN
dpc-2078	67	39	”	"	PUNCT
dpc-2078	67	40	and	and	CCONJ
dpc-2078	67	41	≥	≥	NUM
dpc-2078	67	42	61	61	NUM
dpc-2078	67	43	years	year	NOUN
dpc-2078	67	44	,	,	PUNCT
dpc-2078	67	45	the	the	DET
dpc-2078	67	46	“	"	PUNCT
dpc-2078	67	47	skin	skin	NOUN
dpc-2078	67	48	phototype	phototype	NOUN
dpc-2078	67	49	i	i	PROPN
dpc-2078	67	50	/	/	SYM
dpc-2078	67	51	ii	ii	PROPN
dpc-2078	67	52	”	"	PUNCT
dpc-2078	67	53	,	,	PUNCT
dpc-2078	67	54	the	the	DET
dpc-2078	67	55	“	"	PUNCT
dpc-2078	67	56	history	history	NOUN
dpc-2078	67	57	of	of	ADP
dpc-2078	67	58	mm	mm	PROPN
dpc-2078	67	59	”	"	PUNCT
dpc-2078	67	60	,	,	PUNCT
dpc-2078	67	61	the	the	DET
dpc-2078	67	62	“	"	PUNCT
dpc-2078	67	63	maximum	maximum	ADJ
dpc-2078	67	64	diameter	diameter	NOUN
dpc-2078	67	65	”	"	PUNCT
dpc-2078	67	66	ranges	range	VERB
dpc-2078	67	67	6	6	NUM
dpc-2078	67	68	-	-	SYM
dpc-2078	67	69	10	10	NUM
dpc-2078	67	70	mm	mm	PROPN
dpc-2078	67	71	dermoscopic	dermoscopic	NOUN
dpc-2078	67	72	-	-	PUNCT
dpc-2078	67	73	reader	reader	NOUN
dpc-2078	67	74	study	study	VERB
dpc-2078	67	75	the	the	DET
dpc-2078	67	76	presence	presence	NOUN
dpc-2078	67	77	of	of	ADP
dpc-2078	67	78	7	7	NUM
dpc-2078	67	79	dermosocpic	dermosocpic	ADJ
dpc-2078	67	80	variables	variable	NOUN
dpc-2078	67	81	in	in	ADP
dpc-2078	67	82	the	the	DET
dpc-2078	67	83	2	2	NUM
dpc-2078	67	84	groups	group	NOUN
dpc-2078	67	85	of	of	ADP
dpc-2078	67	86	an	an	PRON
dpc-2078	67	87	and	and	CCONJ
dpc-2078	67	88	emm	emm	PROPN
dpc-2078	67	89	according	accord	VERB
dpc-2078	67	90	to	to	ADP
dpc-2078	67	91	experts	expert	NOUN
dpc-2078	67	92	consensus	consensus	NOUN
dpc-2078	67	93	(	(	PUNCT
dpc-2078	67	94	ie	ie	X
dpc-2078	67	95	,	,	PUNCT
dpc-2078	67	96	number	number	NOUN
dpc-2078	67	97	of	of	ADP
dpc-2078	67	98	positive	positive	ADJ
dpc-2078	67	99	observation	observation	NOUN
dpc-2078	67	100	,	,	PUNCT
dpc-2078	67	101	%	%	INTJ
dpc-2078	67	102	)	)	PUNCT
dpc-2078	67	103	is	be	AUX
dpc-2078	67	104	also	also	ADV
dpc-2078	67	105	reported	report	VERB
dpc-2078	67	106	in	in	ADP
dpc-2078	67	107	table	table	NOUN
dpc-2078	67	108	1	1	NUM
dpc-2078	67	109	.	.	PUNCT
dpc-2078	68	1	the	the	DET
dpc-2078	68	2	4	4	NUM
dpc-2078	68	3	experts	expert	NOUN
dpc-2078	68	4	in	in	ADP
dpc-2078	68	5	dermoscopy	dermoscopy	NOUN
dpc-2078	68	6	obtained	obtain	VERB
dpc-2078	68	7	,	,	PUNCT
dpc-2078	68	8	on	on	ADP
dpc-2078	68	9	average	average	ADJ
dpc-2078	68	10	,	,	PUNCT
dpc-2078	68	11	a	a	DET
dpc-2078	68	12	sensitivity	sensitivity	NOUN
dpc-2078	68	13	(	(	PUNCT
dpc-2078	68	14	se	se	ADJ
dpc-2078	68	15	)	)	PUNCT
dpc-2078	68	16	and	and	CCONJ
dpc-2078	68	17	specificity	specificity	NOUN
dpc-2078	68	18	(	(	PUNCT
dpc-2078	68	19	sp	sp	NOUN
dpc-2078	68	20	)	)	PUNCT
dpc-2078	68	21	of	of	ADP
dpc-2078	68	22	85.2	85.2	NUM
dpc-2078	68	23	%	%	NOUN
dpc-2078	68	24	and	and	CCONJ
dpc-2078	68	25	41.5	41.5	NUM
dpc-2078	68	26	%	%	NOUN
dpc-2078	68	27	,	,	PUNCT
dpc-2078	68	28	respectively	respectively	ADV
dpc-2078	68	29	,	,	PUNCT
dpc-2078	68	30	on	on	ADP
dpc-2078	68	31	the	the	DET
dpc-2078	68	32	present	present	ADJ
dpc-2078	68	33	dataset	dataset	NOUN
dpc-2078	68	34	of	of	ADP
dpc-2078	68	35	difficult	difficult	ADJ
dpc-2078	68	36	amsls	amsls	NOUN
dpc-2078	68	37	.	.	PUNCT
dpc-2078	69	1	univariate	univariate	ADJ
dpc-2078	69	2	analysis	analysis	NOUN
dpc-2078	69	3	a	a	DET
dpc-2078	69	4	total	total	NOUN
dpc-2078	69	5	of	of	ADP
dpc-2078	69	6	12	12	NUM
dpc-2078	69	7	variables	variable	NOUN
dpc-2078	69	8	resulted	result	VERB
dpc-2078	69	9	more	more	ADV
dpc-2078	69	10	frequently	frequently	ADV
dpc-2078	69	11	associated	associate	VERB
dpc-2078	69	12	with	with	ADP
dpc-2078	69	13	a	a	DET
dpc-2078	69	14	emm	emm	PROPN
dpc-2078	69	15	diagnosis	diagnosis	NOUN
dpc-2078	69	16	rather	rather	ADV
dpc-2078	69	17	than	than	ADP
dpc-2078	69	18	with	with	ADP
dpc-2078	69	19	an	an	DET
dpc-2078	69	20	diagnosis	diagnosis	NOUN
dpc-2078	69	21	,	,	PUNCT
dpc-2078	69	22	and	and	CCONJ
dpc-2078	69	23	to	to	PART
dpc-2078	69	24	significantly	significantly	ADV
dpc-2078	69	25	discriminate	discriminate	VERB
dpc-2078	69	26	(	(	PUNCT
dpc-2078	69	27	p	p	X
dpc-2078	69	28	<	<	X
dpc-2078	69	29	0.05	0.05	NUM
dpc-2078	69	30	)	)	PUNCT
dpc-2078	69	31	the	the	DET
dpc-2078	69	32	2entities	2entitie	NOUN
dpc-2078	69	33	,	,	PUNCT
dpc-2078	69	34	namely	namely	ADV
dpc-2078	69	35	:	:	PUNCT
dpc-2078	69	36	“	"	PUNCT
dpc-2078	69	37	age	age	NOUN
dpc-2078	69	38	”	"	PUNCT
dpc-2078	69	39	,	,	PUNCT
dpc-2078	69	40	“	"	PUNCT
dpc-2078	69	41	history	history	NOUN
dpc-2078	69	42	of	of	ADP
dpc-2078	69	43	mm	mm	PROPN
dpc-2078	69	44	(	(	PUNCT
dpc-2078	69	45	personal	personal	ADJ
dpc-2078	69	46	/	/	SYM
dpc-2078	69	47	1st	1st	ADJ
dpc-2078	69	48	relative	relative	NOUN
dpc-2078	69	49	)	)	PUNCT
dpc-2078	69	50	”	"	PUNCT
dpc-2078	69	51	,	,	PUNCT
dpc-2078	69	52	“	"	PUNCT
dpc-2078	69	53	skin	skin	NOUN
dpc-2078	69	54	phototype	phototype	NOUN
dpc-2078	69	55	i	i	PROPN
dpc-2078	69	56	/	/	SYM
dpc-2078	69	57	ii	ii	PROPN
dpc-2078	69	58	”	"	PUNCT
dpc-2078	69	59	,	,	PUNCT
dpc-2078	69	60	“	"	PUNCT
dpc-2078	69	61	pheomelanin	pheomelanin	ADJ
dpc-2078	69	62	phenotype	phenotype	NOUN
dpc-2078	69	63	”	"	PUNCT
dpc-2078	69	64	,	,	PUNCT
dpc-2078	69	65	“	"	PUNCT
dpc-2078	69	66	>	>	X
dpc-2078	69	67	11	11	NUM
dpc-2078	69	68	nevi	nevi	ADJ
dpc-2078	69	69	/	/	SYM
dpc-2078	69	70	right	right	ADJ
dpc-2078	69	71	arm	arm	NOUN
dpc-2078	69	72	”	"	PUNCT
dpc-2078	69	73	,	,	PUNCT
dpc-2078	69	74	“	"	PUNCT
dpc-2078	69	75	maximum	maximum	ADJ
dpc-2078	69	76	diameter	diameter	NOUN
dpc-2078	69	77	”	"	PUNCT
dpc-2078	69	78	and	and	CCONJ
dpc-2078	69	79	the	the	DET
dpc-2078	69	80	presence	presence	NOUN
dpc-2078	69	81	of	of	ADP
dpc-2078	69	82	is	be	AUX
dpc-2078	69	83	,	,	PUNCT
dpc-2078	69	84	bwv	bwv	NOUN
dpc-2078	69	85	,	,	PUNCT
dpc-2078	69	86	bgp	bgp	PROPN
dpc-2078	69	87	,	,	PUNCT
dpc-2078	69	88	wsa	wsa	PROPN
dpc-2078	69	89	,	,	PUNCT
dpc-2078	69	90	sws	sws	PROPN
dpc-2078	69	91	and	and	CCONJ
dpc-2078	69	92	idg	idg	PROPN
dpc-2078	69	93	(	(	PUNCT
dpc-2078	69	94	table	table	NOUN
dpc-2078	69	95	1	1	NUM
dpc-2078	69	96	)	)	PUNCT
dpc-2078	69	97	.	.	PUNCT
dpc-2078	70	1	atypical	atypical	ADJ
dpc-2078	70	2	nevi	nevi	NOUN
dpc-2078	70	3	(	(	PUNCT
dpc-2078	70	4	an	an	X
dpc-2078	70	5	)	)	PUNCT
dpc-2078	70	6	n=258	n=258	PROPN
dpc-2078	70	7	early	early	ADJ
dpc-2078	70	8	melanomas	melanomas	PROPN
dpc-2078	70	9	(	(	PUNCT
dpc-2078	70	10	emm	emm	PROPN
dpc-2078	70	11	)	)	PUNCT
dpc-2078	70	12	n=116	n=116	PART
dpc-2078	70	13	p	p	NOUN
dpc-2078	70	14	amsls	amsls	NOUN
dpc-2078	70	15	dermoscopic	dermoscopic	NOUN
dpc-2078	70	16	features	feature	VERB
dpc-2078	70	17	1	1	NUM
dpc-2078	70	18	.	.	PUNCT
dpc-2078	70	19	atypical	atypical	ADJ
dpc-2078	70	20	network	network	NOUN
dpc-2078	70	21	(	(	PUNCT
dpc-2078	70	22	yes	yes	INTJ
dpc-2078	70	23	/	/	SYM
dpc-2078	70	24	no	no	NOUN
dpc-2078	70	25	)	)	PUNCT
dpc-2078	70	26	230	230	NUM
dpc-2078	70	27	(	(	PUNCT
dpc-2078	70	28	89.1	89.1	NUM
dpc-2078	70	29	%	%	NOUN
dpc-2078	70	30	)	)	PUNCT
dpc-2078	70	31	104	104	NUM
dpc-2078	70	32	(	(	PUNCT
dpc-2078	70	33	89.7	89.7	NUM
dpc-2078	70	34	%	%	NOUN
dpc-2078	70	35	)	)	PUNCT
dpc-2078	70	36	1.000	1.000	NUM
dpc-2078	70	37	2	2	NUM
dpc-2078	70	38	.	.	PUNCT
dpc-2078	70	39	irregular	irregular	ADJ
dpc-2078	70	40	streaks	streak	NOUN
dpc-2078	70	41	(	(	PUNCT
dpc-2078	70	42	yes	yes	INTJ
dpc-2078	70	43	/	/	SYM
dpc-2078	70	44	no	no	NOUN
dpc-2078	70	45	)	)	PUNCT
dpc-2078	70	46	29	29	NUM
dpc-2078	70	47	(	(	PUNCT
dpc-2078	70	48	11.2	11.2	NUM
dpc-2078	70	49	%	%	NOUN
dpc-2078	70	50	)	)	PUNCT
dpc-2078	70	51	49	49	NUM
dpc-2078	70	52	(	(	PUNCT
dpc-2078	70	53	39.7	39.7	NUM
dpc-2078	70	54	%	%	NOUN
dpc-2078	70	55	)	)	PUNCT
dpc-2078	71	1	<	<	X
dpc-2078	71	2	0.001	0.001	NUM
dpc-2078	71	3	3	3	NUM
dpc-2078	71	4	.	.	PUNCT
dpc-2078	72	1	blue	blue	ADJ
dpc-2078	72	2	white	white	ADJ
dpc-2078	72	3	veil	veil	NOUN
dpc-2078	72	4	(	(	PUNCT
dpc-2078	72	5	yes	yes	INTJ
dpc-2078	72	6	/	/	SYM
dpc-2078	72	7	no	no	NOUN
dpc-2078	72	8	)	)	PUNCT
dpc-2078	72	9	18	18	NUM
dpc-2078	72	10	(	(	PUNCT
dpc-2078	72	11	7.0	7.0	NUM
dpc-2078	72	12	%	%	NOUN
dpc-2078	72	13	)	)	PUNCT
dpc-2078	72	14	29	29	NUM
dpc-2078	72	15	(	(	PUNCT
dpc-2078	72	16	25.0	25.0	NUM
dpc-2078	72	17	%	%	NOUN
dpc-2078	72	18	)	)	PUNCT
dpc-2078	73	1	<	<	X
dpc-2078	73	2	0.001	0.001	NUM
dpc-2078	73	3	4	4	NUM
dpc-2078	73	4	.	.	PUNCT
dpc-2078	74	1	blue	blue	ADJ
dpc-2078	74	2	gray	gray	ADJ
dpc-2078	74	3	peppering	peppering	NOUN
dpc-2078	74	4	(	(	PUNCT
dpc-2078	74	5	yes	yes	INTJ
dpc-2078	74	6	/	/	SYM
dpc-2078	74	7	no	no	NOUN
dpc-2078	74	8	)	)	PUNCT
dpc-2078	74	9	21	21	NUM
dpc-2078	74	10	(	(	PUNCT
dpc-2078	74	11	8.1	8.1	NUM
dpc-2078	74	12	%	%	NOUN
dpc-2078	74	13	)	)	PUNCT
dpc-2078	74	14	28	28	NUM
dpc-2078	74	15	(	(	PUNCT
dpc-2078	74	16	24.1	24.1	NUM
dpc-2078	74	17	%	%	NOUN
dpc-2078	74	18	)	)	PUNCT
dpc-2078	75	1	<	<	X
dpc-2078	75	2	0.001	0.001	NUM
dpc-2078	75	3	5	5	NUM
dpc-2078	75	4	.	.	PUNCT
dpc-2078	75	5	white	white	ADJ
dpc-2078	75	6	scar	scar	NOUN
dpc-2078	75	7	-	-	PUNCT
dpc-2078	75	8	like	like	ADJ
dpc-2078	75	9	areas	area	NOUN
dpc-2078	75	10	(	(	PUNCT
dpc-2078	75	11	yes	yes	INTJ
dpc-2078	75	12	/	/	SYM
dpc-2078	75	13	no	no	NOUN
dpc-2078	75	14	)	)	PUNCT
dpc-2078	75	15	6	6	NUM
dpc-2078	75	16	(	(	PUNCT
dpc-2078	75	17	2.3	2.3	NUM
dpc-2078	75	18	%	%	NOUN
dpc-2078	75	19	)	)	PUNCT
dpc-2078	75	20	18	18	NUM
dpc-2078	75	21	(	(	PUNCT
dpc-2078	75	22	15.5	15.5	NUM
dpc-2078	75	23	%	%	NOUN
dpc-2078	75	24	)	)	PUNCT
dpc-2078	76	1	<	<	X
dpc-2078	76	2	0.001	0.001	NUM
dpc-2078	76	3	6	6	NUM
dpc-2078	76	4	.	.	PUNCT
dpc-2078	77	1	shiny	shiny	ADJ
dpc-2078	77	2	white	white	ADJ
dpc-2078	77	3	streaks	streak	NOUN
dpc-2078	77	4	(	(	PUNCT
dpc-2078	77	5	yes	yes	INTJ
dpc-2078	77	6	/	/	SYM
dpc-2078	77	7	no	no	NOUN
dpc-2078	77	8	)	)	PUNCT
dpc-2078	77	9	1	1	NUM
dpc-2078	77	10	(	(	PUNCT
dpc-2078	77	11	0.4	0.4	NUM
dpc-2078	77	12	%	%	NOUN
dpc-2078	77	13	)	)	PUNCT
dpc-2078	77	14	4	4	NUM
dpc-2078	77	15	(	(	PUNCT
dpc-2078	77	16	3.4	3.4	NUM
dpc-2078	77	17	%	%	NOUN
dpc-2078	77	18	)	)	PUNCT
dpc-2078	77	19	0.034	0.034	NUM
dpc-2078	77	20	7	7	NUM
dpc-2078	77	21	.	.	PUNCT
dpc-2078	77	22	irregular	irregular	ADJ
dpc-2078	77	23	dots	dot	NOUN
dpc-2078	77	24	globules	globule	NOUN
dpc-2078	77	25	(	(	PUNCT
dpc-2078	77	26	yes	yes	INTJ
dpc-2078	77	27	/	/	SYM
dpc-2078	77	28	no	no	NOUN
dpc-2078	77	29	)	)	PUNCT
dpc-2078	77	30	71	71	NUM
dpc-2078	77	31	(	(	PUNCT
dpc-2078	77	32	27.5	27.5	NUM
dpc-2078	77	33	%	%	NOUN
dpc-2078	77	34	)	)	PUNCT
dpc-2078	77	35	60	60	NUM
dpc-2078	77	36	(	(	PUNCT
dpc-2078	77	37	51.7	51.7	NUM
dpc-2078	77	38	%	%	NOUN
dpc-2078	77	39	)	)	PUNCT
dpc-2078	78	1	<	<	X
dpc-2078	78	2	0.001	0.001	NUM
dpc-2078	78	3	idscore	idscore	NOUN
dpc-2078	78	4	2018	2018	NUM
dpc-2078	78	5	6	6	NUM
dpc-2078	78	6	[	[	SYM
dpc-2078	78	7	2	2	NUM
dpc-2078	78	8	-	-	SYM
dpc-2078	78	9	11	11	NUM
dpc-2078	78	10	]	]	SYM
dpc-2078	78	11	9	9	NUM
dpc-2078	78	12	[	[	SYM
dpc-2078	78	13	4	4	NUM
dpc-2078	78	14	-	-	SYM
dpc-2078	78	15	14	14	NUM
dpc-2078	78	16	]	]	PUNCT
dpc-2078	78	17	<	<	X
dpc-2078	78	18	0.001	0.001	NUM
dpc-2078	78	19	table	table	NOUN
dpc-2078	78	20	1	1	NUM
dpc-2078	78	21	.	.	PUNCT
dpc-2078	78	22	distribution	distribution	NOUN
dpc-2078	78	23	of	of	ADP
dpc-2078	78	24	patient	patient	ADJ
dpc-2078	78	25	demographic	demographic	ADJ
dpc-2078	78	26	data	datum	NOUN
dpc-2078	78	27	,	,	PUNCT
dpc-2078	78	28	melanoma	melanoma	NOUN
dpc-2078	78	29	risk	risk	NOUN
dpc-2078	78	30	factors	factor	NOUN
dpc-2078	78	31	and	and	CCONJ
dpc-2078	78	32	lesional	lesional	ADJ
dpc-2078	78	33	data	datum	NOUN
dpc-2078	78	34	in	in	ADP
dpc-2078	78	35	the	the	DET
dpc-2078	78	36	case	case	NOUN
dpc-2078	78	37	study	study	NOUN
dpc-2078	78	38	idscore	idscore	NOUN
dpc-2078	78	39	database	database	NOUN
dpc-2078	78	40	2018	2018	NUM
dpc-2078	78	41	-	-	SYM
dpc-2078	78	42	2020	2020	NUM
dpc-2078	78	43	of	of	ADP
dpc-2078	78	44	374	374	NUM
dpc-2078	78	45	atypical	atypical	ADJ
dpc-2078	78	46	melanocytic	melanocytic	ADJ
dpc-2078	78	47	skin	skin	NOUN
dpc-2078	78	48	lesions	lesion	NOUN
dpc-2078	78	49	.	.	PUNCT
dpc-2078	79	1	the	the	DET
dpc-2078	79	2	results	result	NOUN
dpc-2078	79	3	of	of	ADP
dpc-2078	79	4	univariate	univariate	ADJ
dpc-2078	79	5	analysis	analysis	NOUN
dpc-2078	79	6	for	for	ADP
dpc-2078	79	7	significant	significant	ADJ
dpc-2078	79	8	association	association	NOUN
dpc-2078	79	9	with	with	ADP
dpc-2078	79	10	mm	mm	PROPN
dpc-2078	79	11	histologic	histologic	ADJ
dpc-2078	79	12	diagnosis	diagnosis	NOUN
dpc-2078	79	13	are	be	AUX
dpc-2078	79	14	also	also	ADV
dpc-2078	79	15	reported	report	VERB
dpc-2078	79	16	with	with	ADP
dpc-2078	79	17	corresponding	correspond	VERB
dpc-2078	79	18	p	p	NOUN
dpc-2078	79	19	-	-	PUNCT
dpc-2078	79	20	values	value	NOUN
dpc-2078	79	21	.	.	PUNCT
dpc-2078	80	1	(	(	PUNCT
dpc-2078	80	2	continued	continue	VERB
dpc-2078	80	3	)	)	PUNCT
dpc-2078	80	4	table	table	NOUN
dpc-2078	80	5	2	2	NUM
dpc-2078	80	6	.	.	PUNCT
dpc-2078	80	7	bivariate	bivariate	ADJ
dpc-2078	80	8	analysis	analysis	NOUN
dpc-2078	80	9	of	of	ADP
dpc-2078	80	10	the	the	DET
dpc-2078	80	11	8	8	NUM
dpc-2078	80	12	variables	variable	NOUN
dpc-2078	80	13	/	/	SYM
dpc-2078	80	14	melanoma	melanoma	NOUN
dpc-2078	80	15	risk	risk	NOUN
dpc-2078	80	16	factors	factor	NOUN
dpc-2078	80	17	combined	combine	VERB
dpc-2078	80	18	with	with	ADP
dpc-2078	80	19	the	the	DET
dpc-2078	80	20	idscore	idscore	ADJ
dpc-2078	80	21	2018	2018	NUM
dpc-2078	80	22	checklist	checklist	NOUN
dpc-2078	80	23	and	and	CCONJ
dpc-2078	80	24	association	association	NOUN
dpc-2078	80	25	with	with	ADP
dpc-2078	80	26	mm	mm	PROPN
dpc-2078	80	27	histologic	histologic	ADJ
dpc-2078	80	28	diagnosis	diagnosis	NOUN
dpc-2078	80	29	.	.	PUNCT
dpc-2078	81	1	8	8	NUM
dpc-2078	81	2	variables	variable	NOUN
dpc-2078	81	3	/	/	SYM
dpc-2078	81	4	melanoma	melanoma	NOUN
dpc-2078	81	5	risk	risk	NOUN
dpc-2078	81	6	factors	factor	NOUN
dpc-2078	81	7	idscore	idscore	VERB
dpc-2078	81	8	2018	2018	NUM
dpc-2078	81	9	checklist	checklist	NOUN
dpc-2078	81	10	+	+	CCONJ
dpc-2078	81	11	new	new	ADJ
dpc-2078	81	12	variable	variable	NOUN
dpc-2078	81	13	or	or	CCONJ
dpc-2078	81	14	(	(	PUNCT
dpc-2078	81	15	95	95	NUM
dpc-2078	81	16	%	%	NOUN
dpc-2078	81	17	ci	ci	NOUN
dpc-2078	81	18	)	)	PUNCT
dpc-2078	81	19	p	p	X
dpc-2078	81	20	>	>	X
dpc-2078	81	21	11	11	NUM
dpc-2078	81	22	nevi	nevi	ADJ
dpc-2078	81	23	/	/	SYM
dpc-2078	81	24	right	right	ADJ
dpc-2078	81	25	arm	arm	NOUN
dpc-2078	81	26	1.1	1.1	NUM
dpc-2078	81	27	(	(	PUNCT
dpc-2078	81	28	0.6	0.6	NUM
dpc-2078	81	29	-	-	SYM
dpc-2078	81	30	2.3	2.3	NUM
dpc-2078	81	31	)	)	PUNCT
dpc-2078	81	32	0.801	0.801	NUM
dpc-2078	81	33	history	history	NOUN
dpc-2078	81	34	of	of	ADP
dpc-2078	81	35	mm	mm	PROPN
dpc-2078	81	36	(	(	PUNCT
dpc-2078	81	37	personal/1st	personal/1st	NOUN
dpc-2078	81	38	relative	relative	NOUN
dpc-2078	81	39	)	)	PUNCT
dpc-2078	81	40	2.8	2.8	NUM
dpc-2078	81	41	(	(	PUNCT
dpc-2078	81	42	1.4	1.4	NUM
dpc-2078	81	43	-	-	SYM
dpc-2078	81	44	5.4	5.4	NUM
dpc-2078	81	45	)	)	PUNCT
dpc-2078	81	46	<	<	X
dpc-2078	81	47	0.001	0.001	NUM
dpc-2078	81	48	sunburns	sunburn	NOUN
dpc-2078	81	49	1.0	1.0	NUM
dpc-2078	81	50	(	(	PUNCT
dpc-2078	81	51	0.5	0.5	NUM
dpc-2078	81	52	-	-	SYM
dpc-2078	81	53	2.0	2.0	NUM
dpc-2078	81	54	)	)	PUNCT
dpc-2078	81	55	0.928	0.928	NUM
dpc-2078	81	56	skin	skin	NOUN
dpc-2078	81	57	phototype	phototype	NOUN
dpc-2078	81	58	(	(	PUNCT
dpc-2078	81	59	i+ii	i+ii	NOUN
dpc-2078	81	60	vs	vs	ADP
dpc-2078	81	61	iii+iv	iii+iv	NOUN
dpc-2078	81	62	)	)	PUNCT
dpc-2078	81	63	2.9	2.9	NUM
dpc-2078	81	64	(	(	PUNCT
dpc-2078	81	65	1.5	1.5	NUM
dpc-2078	81	66	-	-	SYM
dpc-2078	81	67	5.6	5.6	NUM
dpc-2078	81	68	)	)	PUNCT
dpc-2078	81	69	<	<	X
dpc-2078	81	70	0.001	0.001	NUM
dpc-2078	81	71	pheomelanin	pheomelanin	ADJ
dpc-2078	81	72	phenotype	phenotype	NOUN
dpc-2078	81	73	1.5	1.5	NUM
dpc-2078	81	74	(	(	PUNCT
dpc-2078	81	75	0.7	0.7	NUM
dpc-2078	81	76	-	-	SYM
dpc-2078	81	77	3.6	3.6	NUM
dpc-2078	81	78	)	)	PUNCT
dpc-2078	81	79	0.333	0.333	NUM
dpc-2078	81	80	green	green	ADJ
dpc-2078	81	81	/	/	SYM
dpc-2078	81	82	light	light	ADJ
dpc-2078	81	83	-	-	PUNCT
dpc-2078	81	84	blue	blue	ADJ
dpc-2078	81	85	/	/	SYM
dpc-2078	81	86	blue	blue	ADJ
dpc-2078	81	87	eyes	eye	NOUN
dpc-2078	81	88	1.0	1.0	NUM
dpc-2078	81	89	(	(	PUNCT
dpc-2078	81	90	0.6	0.6	NUM
dpc-2078	81	91	-	-	SYM
dpc-2078	81	92	2.0	2.0	NUM
dpc-2078	81	93	)	)	PUNCT
dpc-2078	81	94	0.913	0.913	NUM
dpc-2078	81	95	blonde	blonde	ADJ
dpc-2078	81	96	hair	hair	NOUN
dpc-2078	81	97	1.3	1.3	NUM
dpc-2078	81	98	(	(	PUNCT
dpc-2078	81	99	0.6	0.6	NUM
dpc-2078	81	100	-	-	SYM
dpc-2078	81	101	2.7	2.7	NUM
dpc-2078	81	102	)	)	PUNCT
dpc-2078	81	103	0.546	0.546	NUM
dpc-2078	81	104	smoke	smoke	NOUN
dpc-2078	81	105	(	(	PUNCT
dpc-2078	81	106	>	>	X
dpc-2078	81	107	5	5	NUM
dpc-2078	81	108	cigarettes	cigarette	NOUN
dpc-2078	81	109	/	/	SYM
dpc-2078	81	110	day	day	NOUN
dpc-2078	81	111	)	)	PUNCT
dpc-2078	81	112	1.1	1.1	NUM
dpc-2078	81	113	(	(	PUNCT
dpc-2078	81	114	0.5	0.5	NUM
dpc-2078	81	115	-	-	SYM
dpc-2078	81	116	2.4	2.4	NUM
dpc-2078	81	117	)	)	PUNCT
dpc-2078	81	118	0.803	0.803	NUM
dpc-2078	81	119	ci	ci	NOUN
dpc-2078	82	1	=	=	NOUN
dpc-2078	82	2	confidence	confidence	NOUN
dpc-2078	82	3	interval	interval	NOUN
dpc-2078	82	4	;	;	PUNCT
dpc-2078	82	5	or	or	CCONJ
dpc-2078	82	6	odds	odd	NOUN
dpc-2078	82	7	ratio	ratio	NOUN
dpc-2078	82	8	.	.	PUNCT
dpc-2078	83	1	original	original	ADJ
dpc-2078	83	2	article	article	NOUN
dpc-2078	83	3	|	|	ADV
dpc-2078	83	4	dermatol	dermatol	ADJ
dpc-2078	83	5	pract	pract	NOUN
dpc-2078	83	6	concept	concept	NOUN
dpc-2078	83	7	.	.	PUNCT
dpc-2078	84	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	84	2	5	5	NUM
dpc-2078	84	3	addition	addition	NOUN
dpc-2078	84	4	,	,	PUNCT
dpc-2078	84	5	the	the	DET
dpc-2078	84	6	preferred	preferred	ADJ
dpc-2078	84	7	score	score	NOUN
dpc-2078	84	8	threshold	threshold	NOUN
dpc-2078	84	9	(	(	PUNCT
dpc-2078	84	10	st	st	PROPN
dpc-2078	84	11	)	)	PUNCT
dpc-2078	84	12	for	for	ADP
dpc-2078	84	13	both	both	DET
dpc-2078	84	14	model	model	NOUN
dpc-2078	84	15	is	be	AUX
dpc-2078	84	16	reported	report	VERB
dpc-2078	84	17	,	,	PUNCT
dpc-2078	84	18	along	along	ADP
dpc-2078	84	19	with	with	ADP
dpc-2078	84	20	the	the	DET
dpc-2078	84	21	corresponding	correspond	VERB
dpc-2078	84	22	se	se	PROPN
dpc-2078	84	23	and	and	CCONJ
dpc-2078	84	24	sp	sp	ADP
dpc-2078	84	25	values	value	NOUN
dpc-2078	84	26	,	,	PUNCT
dpc-2078	84	27	while	while	SCONJ
dpc-2078	84	28	the	the	DET
dpc-2078	84	29	global	global	ADJ
dpc-2078	84	30	performance	performance	NOUN
dpc-2078	84	31	is	be	AUX
dpc-2078	84	32	expressed	express	VERB
dpc-2078	84	33	as	as	ADP
dpc-2078	84	34	area	area	NOUN
dpc-2078	84	35	under	under	ADP
dpc-2078	84	36	the	the	DET
dpc-2078	84	37	roc	roc	PROPN
dpc-2078	84	38	curve	curve	NOUN
dpc-2078	84	39	with	with	ADP
dpc-2078	84	40	95	95	NUM
dpc-2078	84	41	%	%	NOUN
dpc-2078	84	42	confidence	confidence	NOUN
dpc-2078	84	43	interval	interval	NOUN
dpc-2078	84	44	.	.	PUNCT
dpc-2078	85	1	in	in	ADP
dpc-2078	85	2	detail	detail	NOUN
dpc-2078	85	3	,	,	PUNCT
dpc-2078	85	4	the	the	DET
dpc-2078	85	5	idscore	idscore	NOUN
dpc-2078	85	6	2021	2021	NUM
dpc-2078	85	7	showed	show	VERB
dpc-2078	85	8	:	:	PUNCT
dpc-2078	85	9	with	with	SCONJ
dpc-2078	85	10	st	st	PROPN
dpc-2078	85	11	≥	≥	PROPN
dpc-2078	85	12	6	6	NUM
dpc-2078	85	13	,	,	PUNCT
dpc-2078	85	14	se	se	X
dpc-2078	85	15	=	=	SYM
dpc-2078	85	16	98.2	98.2	NUM
dpc-2078	85	17	%	%	NOUN
dpc-2078	85	18	,	,	PUNCT
dpc-2078	85	19	sp	sp	ADP
dpc-2078	85	20	=	=	NOUN
dpc-2078	85	21	50.4	50.4	NUM
dpc-2078	85	22	(	(	PUNCT
dpc-2078	85	23	+0.6	+0.6	NUM
dpc-2078	85	24	%	%	NOUN
dpc-2078	85	25	se	se	PROPN
dpc-2078	85	26	and	and	CCONJ
dpc-2078	85	27	+2.3	+2.3	NUM
dpc-2078	85	28	%	%	NOUN
dpc-2078	85	29	sp	sp	ADP
dpc-2078	85	30	compared	compare	VERB
dpc-2078	85	31	with	with	ADP
dpc-2078	85	32	2018	2018	NUM
dpc-2078	85	33	model	model	NOUN
dpc-2078	85	34	)	)	PUNCT
dpc-2078	85	35	;	;	PUNCT
dpc-2078	85	36	with	with	SCONJ
dpc-2078	85	37	st	st	PROPN
dpc-2078	85	38	≥	≥	PROPN
dpc-2078	85	39	5	5	NUM
dpc-2078	85	40	,	,	PUNCT
dpc-2078	85	41	se	se	X
dpc-2078	85	42	=	=	SYM
dpc-2078	85	43	100	100	NUM
dpc-2078	85	44	%	%	NOUN
dpc-2078	85	45	,	,	PUNCT
dpc-2078	85	46	sp	sp	ADP
dpc-2078	85	47	=	=	SYM
dpc-2078	85	48	30	30	NUM
dpc-2078	85	49	%	%	NOUN
dpc-2078	85	50	;	;	PUNCT
dpc-2078	85	51	with	with	SCONJ
dpc-2078	85	52	st	st	PROPN
dpc-2078	85	53	≥	≥	PROPN
dpc-2078	85	54	7	7	NUM
dpc-2078	85	55	,	,	PUNCT
dpc-2078	85	56	se	se	X
dpc-2078	85	57	=	=	SYM
dpc-2078	85	58	96.4	96.4	NUM
dpc-2078	85	59	%	%	NOUN
dpc-2078	85	60	and	and	CCONJ
dpc-2078	85	61	sp=31.7	sp=31.7	PROPN
dpc-2078	85	62	.	.	PROPN
dpc-2078	86	1	in	in	ADP
dpc-2078	86	2	figures	figure	NOUN
dpc-2078	86	3	1	1	NUM
dpc-2078	86	4	and	and	CCONJ
dpc-2078	86	5	2	2	NUM
dpc-2078	86	6	are	be	AUX
dpc-2078	86	7	reported	report	VERB
dpc-2078	86	8	6	6	NUM
dpc-2078	86	9	exemplificative	exemplificative	ADJ
dpc-2078	86	10	cases	case	NOUN
dpc-2078	86	11	,	,	PUNCT
dpc-2078	86	12	namely	namely	ADV
dpc-2078	86	13	3	3	NUM
dpc-2078	86	14	amsl	amsl	NOUN
dpc-2078	86	15	of	of	ADP
dpc-2078	86	16	the	the	DET
dpc-2078	86	17	back	back	NOUN
dpc-2078	86	18	(	(	PUNCT
dpc-2078	86	19	figure	figure	NOUN
dpc-2078	86	20	1	1	NUM
dpc-2078	86	21	)	)	PUNCT
dpc-2078	86	22	and	and	CCONJ
dpc-2078	86	23	3	3	NUM
dpc-2078	86	24	amsls	amsls	NOUN
dpc-2078	86	25	of	of	ADP
dpc-2078	86	26	the	the	DET
dpc-2078	86	27	and	and	CCONJ
dpc-2078	86	28	≥11	≥11	NUM
dpc-2078	86	29	mm	mm	PROPN
dpc-2078	86	30	,	,	PUNCT
dpc-2078	86	31	the	the	DET
dpc-2078	86	32	“	"	PUNCT
dpc-2078	86	33	body	body	NOUN
dpc-2078	86	34	location	location	NOUN
dpc-2078	86	35	on	on	ADP
dpc-2078	86	36	the	the	DET
dpc-2078	86	37	lower	low	ADJ
dpc-2078	86	38	extremities	extremity	NOUN
dpc-2078	86	39	(	(	PUNCT
dpc-2078	86	40	including	include	VERB
dpc-2078	86	41	thighs	thigh	NOUN
dpc-2078	86	42	/	/	SYM
dpc-2078	86	43	legs	leg	NOUN
dpc-2078	86	44	/	/	SYM
dpc-2078	86	45	ankles	ankle	NOUN
dpc-2078	86	46	/	/	SYM
dpc-2078	86	47	back	back	ADV
dpc-2078	86	48	of	of	ADP
dpc-2078	86	49	the	the	DET
dpc-2078	86	50	feet	foot	NOUN
dpc-2078	86	51	)	)	PUNCT
dpc-2078	86	52	,	,	PUNCT
dpc-2078	86	53	and	and	CCONJ
dpc-2078	86	54	presence	presence	NOUN
dpc-2078	86	55	of	of	ADP
dpc-2078	86	56	4	4	NUM
dpc-2078	86	57	dermoscopic	dermoscopic	ADJ
dpc-2078	86	58	variables	variable	NOUN
dpc-2078	86	59	such	such	ADJ
dpc-2078	86	60	as	as	ADP
dpc-2078	86	61	idg	idg	PROPN
dpc-2078	86	62	,	,	PUNCT
dpc-2078	86	63	is	be	AUX
dpc-2078	86	64	,	,	PUNCT
dpc-2078	86	65	bwv	bwv	NOUN
dpc-2078	86	66	and	and	CCONJ
dpc-2078	86	67	bgp	bgp	PROPN
dpc-2078	86	68	.	.	PUNCT
dpc-2078	87	1	performance	performance	NOUN
dpc-2078	87	2	analysis	analysis	NOUN
dpc-2078	87	3	of	of	ADP
dpc-2078	87	4	the	the	DET
dpc-2078	87	5	integrated	integrate	VERB
dpc-2078	87	6	model	model	NOUN
dpc-2078	87	7	table	table	NOUN
dpc-2078	87	8	4	4	NUM
dpc-2078	87	9	illustrates	illustrate	VERB
dpc-2078	87	10	the	the	DET
dpc-2078	87	11	composition	composition	NOUN
dpc-2078	87	12	of	of	ADP
dpc-2078	87	13	the	the	DET
dpc-2078	87	14	idscore	idscore	NOUN
dpc-2078	87	15	2018	2018	NUM
dpc-2078	87	16	and	and	CCONJ
dpc-2078	87	17	the	the	DET
dpc-2078	87	18	new	new	ADJ
dpc-2078	87	19	idscore	idscore	NOUN
dpc-2078	87	20	2021	2021	NUM
dpc-2078	87	21	model	model	NOUN
dpc-2078	87	22	,	,	PUNCT
dpc-2078	87	23	the	the	DET
dpc-2078	87	24	partial	partial	ADJ
dpc-2078	87	25	scores	score	NOUN
dpc-2078	87	26	(	(	PUNCT
dpc-2078	87	27	coefficients	coefficient	NOUN
dpc-2078	87	28	)	)	PUNCT
dpc-2078	87	29	assigned	assign	VERB
dpc-2078	87	30	to	to	ADP
dpc-2078	87	31	each	each	DET
dpc-2078	87	32	variable	variable	NOUN
dpc-2078	87	33	and	and	CCONJ
dpc-2078	87	34	the	the	DET
dpc-2078	87	35	total	total	ADJ
dpc-2078	87	36	score	score	NOUN
dpc-2078	87	37	(	(	PUNCT
dpc-2078	87	38	s	s	NOUN
dpc-2078	87	39	range	range	NOUN
dpc-2078	87	40	)	)	PUNCT
dpc-2078	87	41	which	which	PRON
dpc-2078	87	42	could	could	AUX
dpc-2078	87	43	be	be	AUX
dpc-2078	87	44	assigned	assign	VERB
dpc-2078	87	45	to	to	ADP
dpc-2078	87	46	a	a	DET
dpc-2078	87	47	given	give	VERB
dpc-2078	87	48	amsl	amsl	NOUN
dpc-2078	87	49	(	(	PUNCT
dpc-2078	87	50	from	from	ADP
dpc-2078	87	51	s	s	NOUN
dpc-2078	87	52	=	=	NOUN
dpc-2078	87	53	0	0	NUM
dpc-2078	87	54	to	to	ADP
dpc-2078	87	55	s	s	NOUN
dpc-2078	87	56	=	=	NOUN
dpc-2078	87	57	18	18	NUM
dpc-2078	87	58	)	)	PUNCT
dpc-2078	87	59	.	.	PUNCT
dpc-2078	88	1	in	in	ADP
dpc-2078	88	2	table	table	NOUN
dpc-2078	88	3	3	3	NUM
dpc-2078	88	4	.	.	PUNCT
dpc-2078	88	5	results	result	NOUN
dpc-2078	88	6	of	of	ADP
dpc-2078	88	7	the	the	DET
dpc-2078	88	8	stepwise	stepwise	PROPN
dpc-2078	88	9	multivariate	multivariate	NOUN
dpc-2078	88	10	logistic	logistic	ADJ
dpc-2078	88	11	regression	regression	NOUN
dpc-2078	88	12	analysis	analysis	NOUN
dpc-2078	88	13	performed	perform	VERB
dpc-2078	88	14	over	over	ADP
dpc-2078	88	15	all	all	DET
dpc-2078	88	16	variables	variable	NOUN
dpc-2078	88	17	(	(	PUNCT
dpc-2078	88	18	2	2	NUM
dpc-2078	88	19	patient	patient	ADJ
dpc-2078	88	20	anagraphic	anagraphic	ADJ
dpc-2078	88	21	data	datum	NOUN
dpc-2078	88	22	+	+	CCONJ
dpc-2078	88	23	8	8	NUM
dpc-2078	88	24	melanomas	melanomas	NOUN
dpc-2078	88	25	risk	risk	NOUN
dpc-2078	88	26	factors	factor	NOUN
dpc-2078	88	27	+	+	CCONJ
dpc-2078	88	28	2	2	NUM
dpc-2078	88	29	lesion	lesion	NOUN
dpc-2078	88	30	data	datum	NOUN
dpc-2078	88	31	+	+	CCONJ
dpc-2078	88	32	7	7	NUM
dpc-2078	88	33	dermoscopic	dermoscopic	ADJ
dpc-2078	88	34	data	datum	NOUN
dpc-2078	88	35	)	)	PUNCT
dpc-2078	88	36	for	for	ADP
dpc-2078	88	37	the	the	DET
dpc-2078	88	38	association	association	NOUN
dpc-2078	88	39	with	with	ADP
dpc-2078	88	40	a	a	DET
dpc-2078	88	41	histologic	histologic	ADJ
dpc-2078	88	42	diagnosis	diagnosis	NOUN
dpc-2078	88	43	.	.	PUNCT
dpc-2078	89	1	9	9	NUM
dpc-2078	89	2	selected	select	VERB
dpc-2078	89	3	variables	variable	NOUN
dpc-2078	89	4	(	(	PUNCT
dpc-2078	89	5	idscore	idscore	NOUN
dpc-2078	89	6	2021	2021	NUM
dpc-2078	89	7	)	)	PUNCT
dpc-2078	89	8	or	or	CCONJ
dpc-2078	89	9	(	(	PUNCT
dpc-2078	89	10	95	95	NUM
dpc-2078	89	11	%	%	NOUN
dpc-2078	89	12	ci	ci	NOUN
dpc-2078	89	13	)	)	PUNCT
dpc-2078	89	14	p	p	NOUN
dpc-2078	89	15	age	age	NOUN
dpc-2078	89	16	31	31	NUM
dpc-2078	89	17	-	-	SYM
dpc-2078	89	18	60	60	NUM
dpc-2078	89	19	years	year	NOUN
dpc-2078	89	20	16.9	16.9	NUM
dpc-2078	89	21	(	(	PUNCT
dpc-2078	89	22	3.0	3.0	NUM
dpc-2078	89	23	-	-	SYM
dpc-2078	89	24	54.4	54.4	NUM
dpc-2078	89	25	)	)	PUNCT
dpc-2078	89	26	0.004	0.004	NUM
dpc-2078	89	27	age	age	NOUN
dpc-2078	89	28	≥	≥	NOUN
dpc-2078	89	29	61	61	NUM
dpc-2078	89	30	years	year	NOUN
dpc-2078	89	31	89.5	89.5	NUM
dpc-2078	89	32	(	(	PUNCT
dpc-2078	89	33	14.4	14.4	NUM
dpc-2078	89	34	-	-	SYM
dpc-2078	89	35	889.4	889.4	NUM
dpc-2078	89	36	)	)	PUNCT
dpc-2078	89	37	)	)	PUNCT
dpc-2078	89	38	<	<	X
dpc-2078	89	39	0.001	0.001	NUM
dpc-2078	89	40	maximum	maximum	ADJ
dpc-2078	89	41	diameter	diameter	NOUN
dpc-2078	89	42	6	6	NUM
dpc-2078	89	43	-	-	SYM
dpc-2078	89	44	10	10	NUM
dpc-2078	89	45	mm	mm	NUM
dpc-2078	89	46	7.4	7.4	NUM
dpc-2078	89	47	(	(	PUNCT
dpc-2078	89	48	3.1	3.1	NUM
dpc-2078	89	49	-	-	SYM
dpc-2078	89	50	20.2	20.2	NUM
dpc-2078	89	51	)	)	PUNCT
dpc-2078	89	52	<	<	X
dpc-2078	89	53	0.001	0.001	NUM
dpc-2078	89	54	maximum	maximum	ADJ
dpc-2078	89	55	diameter	diameter	NOUN
dpc-2078	89	56	≥11	≥11	PROPN
dpc-2078	89	57	mm	mm	PROPN
dpc-2078	89	58	36.7	36.7	NUM
dpc-2078	89	59	(	(	PUNCT
dpc-2078	89	60	12.1	12.1	NUM
dpc-2078	89	61	-	-	SYM
dpc-2078	89	62	126.3	126.3	NUM
dpc-2078	89	63	)	)	PUNCT
dpc-2078	89	64	<	<	X
dpc-2078	89	65	0.001	0.001	NUM
dpc-2078	89	66	lower	low	ADJ
dpc-2078	89	67	extremities	extremity	NOUN
dpc-2078	89	68	3.1	3.1	NUM
dpc-2078	89	69	(	(	PUNCT
dpc-2078	89	70	1.1	1.1	NUM
dpc-2078	89	71	-	-	SYM
dpc-2078	89	72	8.7	8.7	NUM
dpc-2078	89	73	)	)	PUNCT
dpc-2078	89	74	0.027	0.027	NUM
dpc-2078	89	75	idg	idg	PROPN
dpc-2078	89	76	2.6	2.6	NUM
dpc-2078	89	77	(	(	PUNCT
dpc-2078	89	78	1.4	1.4	NUM
dpc-2078	89	79	-	-	SYM
dpc-2078	89	80	5.1	5.1	NUM
dpc-2078	89	81	)	)	PUNCT
dpc-2078	89	82	0.004	0.004	NUM
dpc-2078	89	83	is	be	AUX
dpc-2078	89	84	5.1	5.1	NUM
dpc-2078	89	85	(	(	PUNCT
dpc-2078	89	86	2.4	2.4	NUM
dpc-2078	89	87	-	-	SYM
dpc-2078	89	88	11.3	11.3	NUM
dpc-2078	89	89	)	)	PUNCT
dpc-2078	89	90	<	<	X
dpc-2078	89	91	0.001	0.001	NUM
dpc-2078	89	92	bwv	bwv	NOUN
dpc-2078	89	93	6.7	6.7	NUM
dpc-2078	89	94	(	(	PUNCT
dpc-2078	89	95	2.5	2.5	NUM
dpc-2078	89	96	-	-	SYM
dpc-2078	89	97	19.1	19.1	NUM
dpc-2078	89	98	)	)	PUNCT
dpc-2078	89	99	<	<	X
dpc-2078	89	100	0.001	0.001	NUM
dpc-2078	89	101	bgp	bgp	NOUN
dpc-2078	89	102	3.7	3.7	NUM
dpc-2078	89	103	(	(	PUNCT
dpc-2078	89	104	1.5	1.5	NUM
dpc-2078	89	105	-	-	SYM
dpc-2078	89	106	9.3	9.3	NUM
dpc-2078	89	107	)	)	PUNCT
dpc-2078	89	108	0.005	0.005	NUM
dpc-2078	89	109	phototype	phototype	NOUN
dpc-2078	89	110	(	(	PUNCT
dpc-2078	89	111	i+ii	i+ii	NOUN
dpc-2078	89	112	vs	vs	ADP
dpc-2078	89	113	iii+iv	iii+iv	NOUN
dpc-2078	89	114	)	)	PUNCT
dpc-2078	89	115	3.2	3.2	NUM
dpc-2078	89	116	(	(	PUNCT
dpc-2078	89	117	1.7	1.7	NUM
dpc-2078	89	118	-	-	SYM
dpc-2078	89	119	6.2	6.2	NUM
dpc-2078	89	120	)	)	PUNCT
dpc-2078	89	121	<	<	X
dpc-2078	89	122	0.001	0.001	NUM
dpc-2078	89	123	history	history	NOUN
dpc-2078	89	124	of	of	ADP
dpc-2078	89	125	melanoma	melanoma	NOUN
dpc-2078	89	126	(	(	PUNCT
dpc-2078	89	127	personal	personal	ADJ
dpc-2078	89	128	/1st	/1st	PROPN
dpc-2078	89	129	relative	relative	NOUN
dpc-2078	89	130	)	)	PUNCT
dpc-2078	89	131	3.2	3.2	NUM
dpc-2078	89	132	(	(	PUNCT
dpc-2078	89	133	1.6	1.6	NUM
dpc-2078	89	134	-	-	SYM
dpc-2078	89	135	6.5	6.5	NUM
dpc-2078	89	136	)	)	PUNCT
dpc-2078	89	137	<	<	X
dpc-2078	89	138	0.001	0.001	NUM
dpc-2078	89	139	bgp	bgp	NOUN
dpc-2078	89	140	=	=	PUNCT
dpc-2078	89	141	blue	blue	ADJ
dpc-2078	89	142	gray	gray	ADJ
dpc-2078	89	143	peppering	peppering	NOUN
dpc-2078	89	144	;	;	PUNCT
dpc-2078	89	145	bwv	bwv	NOUN
dpc-2078	89	146	=	=	SYM
dpc-2078	89	147	blue	blue	ADJ
dpc-2078	89	148	white	white	ADJ
dpc-2078	89	149	veil	veil	NOUN
dpc-2078	89	150	;	;	PUNCT
dpc-2078	89	151	ci	ci	NOUN
dpc-2078	89	152	=	=	NOUN
dpc-2078	89	153	confidence	confidence	NOUN
dpc-2078	89	154	interval	interval	NOUN
dpc-2078	89	155	;	;	PUNCT
dpc-2078	89	156	idg	idg	PROPN
dpc-2078	89	157	=	=	PUNCT
dpc-2078	89	158	irregular	irregular	ADJ
dpc-2078	89	159	dots	dot	NOUN
dpc-2078	89	160	globules	globule	NOUN
dpc-2078	89	161	;	;	PUNCT
dpc-2078	89	162	is	be	AUX
dpc-2078	89	163	=	=	PUNCT
dpc-2078	89	164	irregular	irregular	ADJ
dpc-2078	89	165	streaks	streak	NOUN
dpc-2078	89	166	;	;	PUNCT
dpc-2078	89	167	or	or	CCONJ
dpc-2078	89	168	odds	odd	VERB
dpc-2078	89	169	ratio	ratio	NOUN
dpc-2078	89	170	.	.	PUNCT
dpc-2078	90	1	table	table	NOUN
dpc-2078	90	2	4	4	NUM
dpc-2078	90	3	.	.	PUNCT
dpc-2078	90	4	comparison	comparison	NOUN
dpc-2078	90	5	of	of	ADP
dpc-2078	90	6	the	the	DET
dpc-2078	90	7	two	two	NUM
dpc-2078	90	8	models	model	NOUN
dpc-2078	90	9	of	of	ADP
dpc-2078	90	10	2	2	NUM
dpc-2078	90	11	models	model	NOUN
dpc-2078	90	12	of	of	ADP
dpc-2078	90	13	integrated	integrate	VERB
dpc-2078	90	14	idscore	idscore	NOUN
dpc-2078	90	15	checklist	checklist	NOUN
dpc-2078	90	16	:	:	PUNCT
dpc-2078	90	17	composition	composition	NOUN
dpc-2078	90	18	and	and	CCONJ
dpc-2078	90	19	performances	performance	NOUN
dpc-2078	90	20	obtained	obtain	VERB
dpc-2078	90	21	over	over	ADP
dpc-2078	90	22	324	324	NUM
dpc-2078	90	23	atypical	atypical	ADJ
dpc-2078	90	24	melanocytic	melanocytic	ADJ
dpc-2078	90	25	skin	skin	NOUN
dpc-2078	90	26	lesions	lesion	NOUN
dpc-2078	90	27	of	of	ADP
dpc-2078	90	28	the	the	DET
dpc-2078	90	29	body	body	NOUN
dpc-2078	90	30	.	.	PUNCT
dpc-2078	91	1	idscore	idscore	VERB
dpc-2078	91	2	2018	2018	NUM
dpc-2078	91	3	idscore	idscore	VERB
dpc-2078	91	4	2021	2021	NUM
dpc-2078	91	5	composition	composition	NOUN
dpc-2078	91	6	coefficient	coefficient	NOUN
dpc-2078	91	7	composition	composition	NOUN
dpc-2078	91	8	coefficient	coefficient	NOUN
dpc-2078	91	9	1	1	NUM
dpc-2078	91	10	.	.	PUNCT
dpc-2078	91	11	atypical	atypical	ADJ
dpc-2078	91	12	network	network	NOUN
dpc-2078	91	13	1	1	NUM
dpc-2078	91	14	1	1	NUM
dpc-2078	91	15	.	.	PUNCT
dpc-2078	92	1	blue	blue	ADJ
dpc-2078	92	2	white	white	ADJ
dpc-2078	92	3	veil	veil	NOUN
dpc-2078	92	4	2	2	NUM
dpc-2078	92	5	2.irregular	2.irregular	NUM
dpc-2078	92	6	streaks	streak	NOUN
dpc-2078	92	7	1	1	NUM
dpc-2078	92	8	2.irregular	2.irregular	NUM
dpc-2078	92	9	streaks	streak	NOUN
dpc-2078	92	10	2	2	NUM
dpc-2078	92	11	3.blue	3.blue	NUM
dpc-2078	92	12	white	white	ADJ
dpc-2078	92	13	veil	veil	NOUN
dpc-2078	92	14	1	1	NUM
dpc-2078	92	15	3.irregular	3.irregular	NUM
dpc-2078	92	16	dots	dot	NOUN
dpc-2078	92	17	and	and	CCONJ
dpc-2078	92	18	globules	globule	NOUN
dpc-2078	92	19	  	  	SPACE
dpc-2078	92	20	1	1	NUM
dpc-2078	92	21	4.blue	4.blue	NUM
dpc-2078	92	22	gray	gray	ADJ
dpc-2078	92	23	peppering	pepper	VERB
dpc-2078	92	24	1	1	NUM
dpc-2078	92	25	4	4	NUM
dpc-2078	92	26	.	.	PUNCT
dpc-2078	93	1	blue	blue	ADJ
dpc-2078	93	2	gray	gray	ADJ
dpc-2078	93	3	peppering	pepper	VERB
dpc-2078	93	4	1	1	NUM
dpc-2078	93	5	5.white	5.white	NUM
dpc-2078	93	6	scar	scar	NOUN
dpc-2078	93	7	-	-	PUNCT
dpc-2078	93	8	like	like	ADJ
dpc-2078	93	9	areas	area	NOUN
dpc-2078	93	10	1	1	NUM
dpc-2078	93	11	5	5	NUM
dpc-2078	93	12	.	.	PUNCT
dpc-2078	94	1	maximum	maximum	ADJ
dpc-2078	94	2	diameter	diameter	NOUN
dpc-2078	94	3	6.shiny	6.shiny	NUM
dpc-2078	94	4	white	white	ADJ
dpc-2078	94	5	streaks	streak	NOUN
dpc-2078	94	6	1	1	NUM
dpc-2078	94	7	6–10	6–10	NOUN
dpc-2078	94	8	mm	mm	NOUN
dpc-2078	94	9	2	2	NUM
dpc-2078	94	10	7.irregular	7.irregular	NUM
dpc-2078	94	11	dots	dot	NOUN
dpc-2078	94	12	globules	globule	NOUN
dpc-2078	94	13	1	1	NUM
dpc-2078	94	14	≥	≥	NUM
dpc-2078	94	15	11	11	NUM
dpc-2078	94	16	mm	mm	PROPN
dpc-2078	94	17	4	4	NUM
dpc-2078	94	18	8.maximum	8.maximum	NUM
dpc-2078	94	19	diameter	diameter	NOUN
dpc-2078	94	20	1	1	NUM
dpc-2078	94	21	6	6	NUM
dpc-2078	94	22	.	.	PUNCT
dpc-2078	95	1	age	age	NOUN
dpc-2078	95	2	6–10	6–10	NOUN
dpc-2078	95	3	mm	mm	PROPN
dpc-2078	95	4	3	3	NUM
dpc-2078	95	5	31	31	NUM
dpc-2078	95	6	-	-	SYM
dpc-2078	95	7	60	60	NUM
dpc-2078	95	8	years	year	NOUN
dpc-2078	95	9	3	3	NUM
dpc-2078	95	10	≥11	≥11	NUM
dpc-2078	95	11	mm	mm	PROPN
dpc-2078	95	12	4	4	NUM
dpc-2078	95	13	≥	≥	NOUN
dpc-2078	95	14	61	61	NUM
dpc-2078	95	15	years	year	NOUN
dpc-2078	95	16	5	5	NUM
dpc-2078	95	17	9.age	9.age	NOUN
dpc-2078	95	18	7	7	NUM
dpc-2078	95	19	.	.	PUNCT
dpc-2078	96	1	lower	low	ADJ
dpc-2078	96	2	extremities	extremity	NOUN
dpc-2078	96	3	frequently	frequently	ADV
dpc-2078	96	4	photo	photo	NOUN
dpc-2078	96	5	-	-	PUNCT
dpc-2078	96	6	exposed	expose	VERB
dpc-2078	96	7	[	[	PUNCT
dpc-2078	96	8	thighs	thigh	NOUN
dpc-2078	96	9	/	/	SYM
dpc-2078	96	10	legs	leg	NOUN
dpc-2078	96	11	/	/	SYM
dpc-2078	96	12	ankles	ankle	NOUN
dpc-2078	96	13	/	/	PUNCT
dpc-2078	96	14	back	back	ADV
dpc-2078	96	15	of	of	ADP
dpc-2078	96	16	the	the	DET
dpc-2078	96	17	feet	foot	NOUN
dpc-2078	96	18	]	]	X
dpc-2078	96	19	1	1	NUM
dpc-2078	96	20	30	30	NUM
dpc-2078	96	21	-	-	SYM
dpc-2078	96	22	40	40	NUM
dpc-2078	96	23	years	year	NOUN
dpc-2078	96	24	1	1	NUM
dpc-2078	96	25	41	41	NUM
dpc-2078	96	26	-	-	SYM
dpc-2078	96	27	60	60	NUM
dpc-2078	96	28	years	year	NOUN
dpc-2078	96	29	2	2	NUM
dpc-2078	96	30	≥61	≥61	NOUN
dpc-2078	96	31	years	year	NOUN
dpc-2078	96	32	3	3	NUM
dpc-2078	96	33	table4	table4	NOUN
dpc-2078	96	34	continues	continue	VERB
dpc-2078	96	35	6	6	NUM
dpc-2078	96	36	original	original	ADJ
dpc-2078	96	37	article	article	NOUN
dpc-2078	96	38	|	|	ADV
dpc-2078	96	39	dermatol	dermatol	ADJ
dpc-2078	96	40	pract	pract	NOUN
dpc-2078	96	41	concept	concept	NOUN
dpc-2078	96	42	.	.	PUNCT
dpc-2078	97	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	97	2	idscore	idscore	NOUN
dpc-2078	97	3	2018	2018	NUM
dpc-2078	97	4	idscore	idscore	VERB
dpc-2078	97	5	2021	2021	NUM
dpc-2078	97	6	composition	composition	NOUN
dpc-2078	97	7	coefficient	coefficient	NOUN
dpc-2078	97	8	composition	composition	NOUN
dpc-2078	97	9	coefficient	coefficient	NOUN
dpc-2078	97	10	10.body	10.body	NUM
dpc-2078	97	11	area	area	NOUN
dpc-2078	97	12	8	8	NUM
dpc-2078	97	13	.	.	PUNCT
dpc-2078	97	14	fair	fair	ADJ
dpc-2078	97	15	phototype	phototype	NOUN
dpc-2078	97	16	(	(	PUNCT
dpc-2078	97	17	i	i	NOUN
dpc-2078	97	18	/	/	SYM
dpc-2078	97	19	ii	ii	NOUN
dpc-2078	97	20	)	)	PUNCT
dpc-2078	97	21	1	1	NUM
dpc-2078	97	22	upper	upper	ADJ
dpc-2078	97	23	extremities	extremity	NOUN
dpc-2078	97	24	chronically	chronically	ADV
dpc-2078	97	25	photo	photo	NOUN
dpc-2078	97	26	-	-	PUNCT
dpc-2078	97	27	exposed	expose	VERB
dpc-2078	97	28	2	2	NUM
dpc-2078	97	29	9	9	NUM
dpc-2078	97	30	.	.	PUNCT
dpc-2078	97	31	history	history	NOUN
dpc-2078	97	32	 	 	SPACE
dpc-2078	97	33	of	of	ADP
dpc-2078	97	34	melanoma	melanoma	NOUN
dpc-2078	97	35	(	(	PUNCT
dpc-2078	97	36	personal/	personal/	NUM
dpc-2078	97	37	1st	1st	ADJ
dpc-2078	97	38	degree	degree	NOUN
dpc-2078	97	39	relative	relative	NOUN
dpc-2078	97	40	)	)	PUNCT
dpc-2078	97	41	1	1	NUM
dpc-2078	97	42	lower	low	ADJ
dpc-2078	97	43	extremities	extremity	NOUN
dpc-2078	97	44	frequently	frequently	ADV
dpc-2078	97	45	photo	photo	NOUN
dpc-2078	97	46	-	-	PUNCT
dpc-2078	97	47	exposed	expose	VERB
dpc-2078	97	48	2	2	NUM
dpc-2078	97	49	upper	upper	ADJ
dpc-2078	97	50	trunk	trunk	NOUN
dpc-2078	97	51	seldom	seldom	ADV
dpc-2078	97	52	photo	photo	NOUN
dpc-2078	97	53	-	-	PUNCT
dpc-2078	97	54	exposed	expose	VERB
dpc-2078	97	55	1	1	NUM
dpc-2078	97	56	roc	roc	PROPN
dpc-2078	97	57	area	area	NOUN
dpc-2078	97	58	(	(	PUNCT
dpc-2078	97	59	ci	ci	NOUN
dpc-2078	97	60	95	95	NUM
dpc-2078	97	61	%	%	NOUN
dpc-2078	97	62	)	)	PUNCT
dpc-2078	97	63	0.904	0.904	NUM
dpc-2078	97	64	(	(	PUNCT
dpc-2078	97	65	0.872	0.872	NUM
dpc-2078	97	66	-	-	PUNCT
dpc-2078	97	67	0.935	0.935	NUM
dpc-2078	97	68	)	)	PUNCT
dpc-2078	97	69	roc	roc	PROPN
dpc-2078	97	70	area	area	NOUN
dpc-2078	97	71	(	(	PUNCT
dpc-2078	97	72	ci	ci	NOUN
dpc-2078	97	73	95	95	NUM
dpc-2078	97	74	%	%	NOUN
dpc-2078	97	75	)	)	PUNCT
dpc-2078	97	76	0.917	0.917	NUM
dpc-2078	97	77	 	 	SPACE
dpc-2078	97	78	(	(	PUNCT
dpc-2078	97	79	0.887	0.887	NUM
dpc-2078	97	80	-	-	SYM
dpc-2078	97	81	0.944	0.944	NUM
dpc-2078	97	82	)	)	PUNCT
dpc-2078	97	83	score	score	NOUN
dpc-2078	97	84	range	range	NOUN
dpc-2078	97	85	0	0	NUM
dpc-2078	97	86	-	-	SYM
dpc-2078	97	87	16	16	NUM
dpc-2078	97	88	score	score	NOUN
dpc-2078	97	89	range	range	NOUN
dpc-2078	97	90	0	0	NUM
dpc-2078	97	91	-	-	SYM
dpc-2078	97	92	18	18	NUM
dpc-2078	97	93	score	score	NOUN
dpc-2078	97	94	threshold	threshold	NOUN
dpc-2078	97	95	st	st	PROPN
dpc-2078	98	1	≥6	≥6	X
dpc-2078	98	2	(	(	PUNCT
dpc-2078	98	3	se	se	X
dpc-2078	98	4	=	=	SYM
dpc-2078	98	5	97.4	97.4	NUM
dpc-2078	98	6	%	%	NOUN
dpc-2078	98	7	;	;	PUNCT
dpc-2078	98	8	sp	sp	ADP
dpc-2078	98	9	=	=	SYM
dpc-2078	98	10	48.1	48.1	NUM
dpc-2078	98	11	%	%	NOUN
dpc-2078	98	12	)	)	PUNCT
dpc-2078	98	13	score	score	NOUN
dpc-2078	98	14	threshold	threshold	NOUN
dpc-2078	98	15	st≥	st≥	VERB
dpc-2078	98	16	6	6	NUM
dpc-2078	98	17	(	(	PUNCT
dpc-2078	98	18	se	se	X
dpc-2078	98	19	=	=	SYM
dpc-2078	98	20	98.2	98.2	NUM
dpc-2078	98	21	%	%	NOUN
dpc-2078	98	22	;	;	PUNCT
dpc-2078	98	23	sp	sp	ADP
dpc-2078	98	24	=	=	NOUN
dpc-2078	98	25	50.4	50.4	NUM
dpc-2078	98	26	%	%	NOUN
dpc-2078	98	27	)	)	PUNCT
dpc-2078	98	28	ci	ci	NOUN
dpc-2078	99	1	=	=	NOUN
dpc-2078	99	2	confidence	confidence	NOUN
dpc-2078	99	3	interval	interval	NOUN
dpc-2078	99	4	;	;	PUNCT
dpc-2078	99	5	se	se	X
dpc-2078	99	6	=	=	NOUN
dpc-2078	99	7	sensitivity	sensitivity	NOUN
dpc-2078	99	8	;	;	PUNCT
dpc-2078	99	9	sp	sp	ADP
dpc-2078	99	10	=	=	SYM
dpc-2078	99	11	specificity	specificity	NOUN
dpc-2078	99	12	;	;	PUNCT
dpc-2078	99	13	st	st	PROPN
dpc-2078	99	14	=	=	SYM
dpc-2078	99	15	core	core	NOUN
dpc-2078	99	16	threshold	threshold	NOUN
dpc-2078	99	17	table	table	NOUN
dpc-2078	99	18	4	4	NUM
dpc-2078	99	19	.	.	PUNCT
dpc-2078	99	20	comparison	comparison	NOUN
dpc-2078	99	21	of	of	ADP
dpc-2078	99	22	the	the	DET
dpc-2078	99	23	two	two	NUM
dpc-2078	99	24	models	model	NOUN
dpc-2078	99	25	of	of	ADP
dpc-2078	99	26	2	2	NUM
dpc-2078	99	27	models	model	NOUN
dpc-2078	99	28	of	of	ADP
dpc-2078	99	29	integrated	integrate	VERB
dpc-2078	99	30	idscore	idscore	NOUN
dpc-2078	99	31	checklist	checklist	NOUN
dpc-2078	99	32	:	:	PUNCT
dpc-2078	99	33	composition	composition	NOUN
dpc-2078	99	34	and	and	CCONJ
dpc-2078	99	35	performances	performance	NOUN
dpc-2078	99	36	obtained	obtain	VERB
dpc-2078	99	37	over	over	ADP
dpc-2078	99	38	324	324	NUM
dpc-2078	99	39	atypical	atypical	ADJ
dpc-2078	99	40	melanocytic	melanocytic	ADJ
dpc-2078	99	41	skin	skin	NOUN
dpc-2078	99	42	lesions	lesion	NOUN
dpc-2078	99	43	of	of	ADP
dpc-2078	99	44	the	the	DET
dpc-2078	99	45	body	body	NOUN
dpc-2078	99	46	.	.	PUNCT
dpc-2078	100	1	(	(	PUNCT
dpc-2078	100	2	continued	continue	VERB
dpc-2078	100	3	)	)	PUNCT
dpc-2078	100	4	figure	figure	NOUN
dpc-2078	100	5	1	1	NUM
dpc-2078	100	6	.	.	PUNCT
dpc-2078	101	1	examples	example	NOUN
dpc-2078	101	2	of	of	ADP
dpc-2078	101	3	atypical	atypical	ADJ
dpc-2078	101	4	melanocytic	melanocytic	ADJ
dpc-2078	101	5	skin	skin	NOUN
dpc-2078	101	6	lesions	lesion	NOUN
dpc-2078	101	7	(	(	PUNCT
dpc-2078	101	8	amsls	amsls	NOUN
dpc-2078	101	9	)	)	PUNCT
dpc-2078	101	10	on	on	ADP
dpc-2078	101	11	the	the	DET
dpc-2078	101	12	upper	upper	ADJ
dpc-2078	101	13	back	back	ADV
dpc-2078	101	14	from	from	ADP
dpc-2078	101	15	the	the	DET
dpc-2078	101	16	case	case	NOUN
dpc-2078	101	17	study	study	NOUN
dpc-2078	101	18	.	.	PUNCT
dpc-2078	102	1	a	a	DET
dpc-2078	102	2	71	71	NUM
dpc-2078	102	3	years	year	NOUN
dpc-2078	102	4	-	-	PUNCT
dpc-2078	102	5	old	old	ADJ
dpc-2078	102	6	male	male	NOUN
dpc-2078	102	7	,	,	PUNCT
dpc-2078	102	8	phototype	phototype	PROPN
dpc-2078	102	9	ii	ii	PROPN
dpc-2078	102	10	,	,	PUNCT
dpc-2078	102	11	personal	personal	ADJ
dpc-2078	102	12	history	history	NOUN
dpc-2078	102	13	of	of	ADP
dpc-2078	102	14	melanoma	melanoma	NOUN
dpc-2078	102	15	,	,	PUNCT
dpc-2078	102	16	with	with	ADP
dpc-2078	102	17	a	a	DET
dpc-2078	102	18	11	11	NUM
dpc-2078	102	19	mm	mm	NOUN
dpc-2078	102	20	amsl	amsl	NOUN
dpc-2078	102	21	,	,	PUNCT
dpc-2078	102	22	idscore	idscore	VERB
dpc-2078	102	23	2021	2021	NUM
dpc-2078	102	24	=	=	SYM
dpc-2078	102	25	15	15	NUM
dpc-2078	102	26	(	(	PUNCT
dpc-2078	102	27	idscore	idscore	NOUN
dpc-2078	102	28	2018	2018	NUM
dpc-2078	102	29	=	=	SYM
dpc-2078	102	30	9	9	NUM
dpc-2078	102	31	):	):	PUNCT
dpc-2078	102	32	histological	histological	ADJ
dpc-2078	102	33	examination	examination	NOUN
dpc-2078	102	34	revealed	reveal	VERB
dpc-2078	102	35	an	an	DET
dpc-2078	102	36	early	early	ADJ
dpc-2078	102	37	melanoma	melanoma	NOUN
dpc-2078	102	38	(	(	PUNCT
dpc-2078	102	39	mm	mm	PROPN
dpc-2078	102	40	t1an0m0	t1an0m0	PROPN
dpc-2078	102	41	,	,	PUNCT
dpc-2078	102	42	thickness	thickness	NOUN
dpc-2078	102	43	0.7	0.7	NUM
dpc-2078	102	44	mm	mm	NOUN
dpc-2078	102	45	)	)	PUNCT
dpc-2078	102	46	(	(	PUNCT
dpc-2078	102	47	aa	aa	NOUN
dpc-2078	102	48	and	and	CCONJ
dpc-2078	102	49	b	b	NOUN
dpc-2078	102	50	)	)	PUNCT
dpc-2078	102	51	.	.	PUNCT
dpc-2078	103	1	a	a	DET
dpc-2078	103	2	61	61	NUM
dpc-2078	103	3	years	year	NOUN
dpc-2078	103	4	-	-	PUNCT
dpc-2078	103	5	old	old	ADJ
dpc-2078	103	6	male	male	NOUN
dpc-2078	103	7	,	,	PUNCT
dpc-2078	103	8	phototype	phototype	PROPN
dpc-2078	103	9	ii	ii	PROPN
dpc-2078	103	10	,	,	PUNCT
dpc-2078	103	11	with	with	ADP
dpc-2078	103	12	7	7	NUM
dpc-2078	103	13	mm	mm	NUM
dpc-2078	103	14	amsl	amsl	NOUN
dpc-2078	103	15	:	:	PUNCT
dpc-2078	103	16	the	the	DET
dpc-2078	103	17	idscore	idscore	NOUN
dpc-2078	103	18	2021	2021	NUM
dpc-2078	103	19	was	be	AUX
dpc-2078	103	20	9	9	NUM
dpc-2078	103	21	(	(	PUNCT
dpc-2078	103	22	idscore	idscore	NOUN
dpc-2078	103	23	2018	2018	NUM
dpc-2078	103	24	=	=	SYM
dpc-2078	103	25	7	7	NUM
dpc-2078	103	26	)	)	PUNCT
dpc-2078	103	27	and	and	CCONJ
dpc-2078	103	28	the	the	DET
dpc-2078	103	29	histological	histological	ADJ
dpc-2078	103	30	examination	examination	NOUN
dpc-2078	103	31	revealed	reveal	VERB
dpc-2078	103	32	a	a	DET
dpc-2078	103	33	nevus	nevus	NOUN
dpc-2078	103	34	with	with	ADP
dpc-2078	103	35	moderate	moderate	ADJ
dpc-2078	103	36	atypia	atypia	PROPN
dpc-2078	103	37	(	(	PUNCT
dpc-2078	103	38	c	c	PROPN
dpc-2078	103	39	and	and	CCONJ
dpc-2078	103	40	d	d	NOUN
dpc-2078	103	41	)	)	PUNCT
dpc-2078	103	42	.	.	PUNCT
dpc-2078	104	1	a	a	DET
dpc-2078	104	2	50	50	NUM
dpc-2078	104	3	years	year	NOUN
dpc-2078	104	4	-	-	PUNCT
dpc-2078	104	5	old	old	ADJ
dpc-2078	104	6	male	male	NOUN
dpc-2078	104	7	,	,	PUNCT
dpc-2078	104	8	11	11	NUM
dpc-2078	104	9	mm	mm	NOUN
dpc-2078	104	10	,	,	PUNCT
dpc-2078	104	11	phototype	phototype	PROPN
dpc-2078	104	12	ii	ii	PROPN
dpc-2078	104	13	,	,	PUNCT
dpc-2078	104	14	>	>	X
dpc-2078	104	15	11	11	NUM
dpc-2078	104	16	nevi	nevi	ADJ
dpc-2078	104	17	/	/	SYM
dpc-2078	104	18	right	right	ADJ
dpc-2078	104	19	arm	arm	NOUN
dpc-2078	104	20	,	,	PUNCT
dpc-2078	104	21	1st	1st	ADJ
dpc-2078	104	22	relative	relative	ADJ
dpc-2078	104	23	history	history	NOUN
dpc-2078	104	24	of	of	ADP
dpc-2078	104	25	mm	mm	PROPN
dpc-2078	104	26	,	,	PUNCT
dpc-2078	104	27	sunburns	sunburn	NOUN
dpc-2078	104	28	before	before	ADP
dpc-2078	104	29	the	the	DET
dpc-2078	104	30	age	age	NOUN
dpc-2078	104	31	of	of	ADP
dpc-2078	104	32	14	14	NUM
dpc-2078	104	33	,	,	PUNCT
dpc-2078	104	34	with	with	ADP
dpc-2078	104	35	a	a	DET
dpc-2078	104	36	10	10	NUM
dpc-2078	104	37	mm	mm	NUM
dpc-2078	104	38	amsl	amsl	NOUN
dpc-2078	104	39	:	:	PUNCT
dpc-2078	104	40	the	the	DET
dpc-2078	104	41	idscore	idscore	NOUN
dpc-2078	104	42	2021	2021	NUM
dpc-2078	104	43	was	be	AUX
dpc-2078	104	44	10	10	NUM
dpc-2078	104	45	(	(	PUNCT
dpc-2078	104	46	idscore	idscore	NOUN
dpc-2078	104	47	2018	2018	NUM
dpc-2078	104	48	=	=	SYM
dpc-2078	104	49	8)	8)	NUM
dpc-2078	104	50	and	and	CCONJ
dpc-2078	104	51	the	the	DET
dpc-2078	104	52	histological	histological	ADJ
dpc-2078	104	53	examination	examination	NOUN
dpc-2078	104	54	revealed	reveal	VERB
dpc-2078	104	55	a	a	DET
dpc-2078	104	56	nevus	nevus	NOUN
dpc-2078	104	57	with	with	ADP
dpc-2078	104	58	severe	severe	ADJ
dpc-2078	104	59	atypia	atypia	PROPN
dpc-2078	104	60	(	(	PUNCT
dpc-2078	104	61	e	e	NOUN
dpc-2078	104	62	and	and	CCONJ
dpc-2078	104	63	f	f	NUM
dpc-2078	104	64	)	)	PUNCT
dpc-2078	104	65	.	.	PUNCT
dpc-2078	105	1	original	original	ADJ
dpc-2078	105	2	article	article	NOUN
dpc-2078	105	3	|	|	ADV
dpc-2078	105	4	dermatol	dermatol	ADJ
dpc-2078	105	5	pract	pract	NOUN
dpc-2078	105	6	concept	concept	NOUN
dpc-2078	105	7	.	.	PUNCT
dpc-2078	106	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	106	2	7	7	NUM
dpc-2078	106	3	when	when	SCONJ
dpc-2078	106	4	taking	take	VERB
dpc-2078	106	5	into	into	ADP
dpc-2078	106	6	account	account	NOUN
dpc-2078	106	7	the	the	DET
dpc-2078	106	8	patient	patient	ADJ
dpc-2078	106	9	demographic	demographic	ADJ
dpc-2078	106	10	data	datum	NOUN
dpc-2078	106	11	,	,	PUNCT
dpc-2078	106	12	age	age	NOUN
dpc-2078	106	13	confirmed	confirm	VERB
dpc-2078	106	14	to	to	PART
dpc-2078	106	15	be	be	AUX
dpc-2078	106	16	a	a	DET
dpc-2078	106	17	significant	significant	ADJ
dpc-2078	106	18	independent	independent	ADJ
dpc-2078	106	19	risk	risk	NOUN
dpc-2078	106	20	factors	factor	NOUN
dpc-2078	106	21	for	for	ADP
dpc-2078	106	22	discriminating	discriminate	VERB
dpc-2078	106	23	an	an	PRON
dpc-2078	106	24	from	from	ADP
dpc-2078	106	25	emm	emm	PROPN
dpc-2078	106	26	,	,	PUNCT
dpc-2078	106	27	with	with	ADP
dpc-2078	106	28	a	a	DET
dpc-2078	106	29	flexing	flex	VERB
dpc-2078	106	30	point	point	NOUN
dpc-2078	106	31	of	of	ADP
dpc-2078	106	32	the	the	DET
dpc-2078	106	33	s	s	ADV
dpc-2078	106	34	-	-	PUNCT
dpc-2078	106	35	shaped	shape	VERB
dpc-2078	106	36	curve	curve	NOUN
dpc-2078	106	37	for	for	ADP
dpc-2078	106	38	malignancy	malignancy	NOUN
dpc-2078	106	39	incidence	incidence	NOUN
dpc-2078	106	40	at	at	ADP
dpc-2078	106	41	50	50	NUM
dpc-2078	106	42	years	year	NOUN
dpc-2078	107	1	[	[	X
dpc-2078	107	2	2325	2325	NUM
dpc-2078	107	3	]	]	PUNCT
dpc-2078	107	4	.	.	PUNCT
dpc-2078	108	1	the	the	DET
dpc-2078	108	2	statistical	statistical	ADJ
dpc-2078	108	3	analyses	analysis	NOUN
dpc-2078	108	4	here	here	ADV
dpc-2078	108	5	conducted	conduct	VERB
dpc-2078	108	6	on	on	ADP
dpc-2078	108	7	a	a	DET
dpc-2078	108	8	large	large	ADJ
dpc-2078	108	9	dataset	dataset	NOUN
dpc-2078	108	10	of	of	ADP
dpc-2078	108	11	amsls	amsls	NOUN
dpc-2078	108	12	were	be	AUX
dpc-2078	108	13	restricted	restrict	VERB
dpc-2078	108	14	to	to	ADP
dpc-2078	108	15	two	two	NUM
dpc-2078	108	16	crucial	crucial	ADJ
dpc-2078	108	17	cut	cut	NOUN
dpc-2078	108	18	-	-	PUNCT
dpc-2078	108	19	offs	off	NOUN
dpc-2078	108	20	at	at	ADP
dpc-2078	108	21	31	31	NUM
dpc-2078	108	22	and	and	CCONJ
dpc-2078	108	23	60years	60years	NUM
dpc-2078	108	24	and	and	CCONJ
dpc-2078	108	25	allowed	allow	VERB
dpc-2078	108	26	to	to	PART
dpc-2078	108	27	identify	identify	VERB
dpc-2078	108	28	three	three	NUM
dpc-2078	108	29	range	range	NOUN
dpc-2078	108	30	groups	group	NOUN
dpc-2078	108	31	with	with	ADP
dpc-2078	108	32	increasing	increase	VERB
dpc-2078	108	33	risk	risk	NOUN
dpc-2078	108	34	for	for	ADP
dpc-2078	108	35	malignancy	malignancy	NOUN
dpc-2078	108	36	(	(	PUNCT
dpc-2078	108	37	table	table	NOUN
dpc-2078	108	38	4	4	NUM
dpc-2078	108	39	)	)	PUNCT
dpc-2078	108	40	.	.	PUNCT
dpc-2078	109	1	concerning	concern	VERB
dpc-2078	109	2	sex	sex	NOUN
dpc-2078	109	3	,	,	PUNCT
dpc-2078	109	4	we	we	PRON
dpc-2078	109	5	here	here	ADV
dpc-2078	109	6	observed	observe	VERB
dpc-2078	109	7	that	that	SCONJ
dpc-2078	109	8	sex	sex	NOUN
dpc-2078	109	9	variable	variable	NOUN
dpc-2078	109	10	is	be	AUX
dpc-2078	109	11	not	not	PART
dpc-2078	109	12	a	a	DET
dpc-2078	109	13	variable	variable	NOUN
dpc-2078	109	14	to	to	PART
dpc-2078	109	15	be	be	AUX
dpc-2078	109	16	considered	consider	VERB
dpc-2078	109	17	for	for	ADP
dpc-2078	109	18	an	an	DET
dpc-2078	109	19	algorithm	algorithm	NOUN
dpc-2078	109	20	,	,	PUNCT
dpc-2078	109	21	because	because	SCONJ
dpc-2078	109	22	an	an	PRON
dpc-2078	109	23	and	and	CCONJ
dpc-2078	109	24	emm	emm	PROPN
dpc-2078	109	25	are	be	AUX
dpc-2078	109	26	similarly	similarly	ADV
dpc-2078	109	27	distributed	distribute	VERB
dpc-2078	109	28	among	among	ADP
dpc-2078	109	29	males	male	NOUN
dpc-2078	109	30	and	and	CCONJ
dpc-2078	109	31	females	female	NOUN
dpc-2078	109	32	,	,	PUNCT
dpc-2078	109	33	in	in	ADP
dpc-2078	109	34	line	line	NOUN
dpc-2078	109	35	with	with	ADP
dpc-2078	109	36	recent	recent	ADJ
dpc-2078	109	37	studies	study	NOUN
dpc-2078	109	38	confirming	confirm	VERB
dpc-2078	109	39	no	no	DET
dpc-2078	109	40	significancy	significancy	NOUN
dpc-2078	109	41	,	,	PUNCT
dpc-2078	109	42	but	but	CCONJ
dpc-2078	109	43	only	only	ADV
dpc-2078	109	44	in	in	ADP
dpc-2078	109	45	association	association	NOUN
dpc-2078	109	46	with	with	ADP
dpc-2078	109	47	the	the	DET
dpc-2078	109	48	uv	uv	NOUN
dpc-2078	109	49	-	-	PUNCT
dpc-2078	109	50	exposure	exposure	NOUN
dpc-2078	109	51	habits	habit	NOUN
dpc-2078	109	52	and/or	and/or	CCONJ
dpc-2078	109	53	hormonal	hormonal	ADJ
dpc-2078	109	54	changes	change	NOUN
dpc-2078	109	55	(	(	PUNCT
dpc-2078	109	56	ie	ie	X
dpc-2078	109	57	female	female	ADJ
dpc-2078	109	58	sex	sex	NOUN
dpc-2078	109	59	)	)	PUNCT
dpc-2078	110	1	[	[	X
dpc-2078	110	2	26	26	NUM
dpc-2078	110	3	-	-	SYM
dpc-2078	110	4	28	28	NUM
dpc-2078	110	5	]	]	PUNCT
dpc-2078	110	6	.	.	PUNCT
dpc-2078	111	1	among	among	ADP
dpc-2078	111	2	the	the	DET
dpc-2078	111	3	patient	patient	ADJ
dpc-2078	111	4	anamnestic	anamnestic	ADJ
dpc-2078	111	5	data	datum	NOUN
dpc-2078	111	6	,	,	PUNCT
dpc-2078	111	7	the	the	DET
dpc-2078	111	8	positive	positive	ADJ
dpc-2078	111	9	history	history	NOUN
dpc-2078	111	10	for	for	ADP
dpc-2078	111	11	mm	mm	PROPN
dpc-2078	111	12	-	-	PUNCT
dpc-2078	111	13	personal	personal	ADJ
dpc-2078	111	14	or	or	CCONJ
dpc-2078	111	15	in	in	ADP
dpc-2078	111	16	a	a	DET
dpc-2078	111	17	1st	1st	ADJ
dpc-2078	111	18	degree	degree	NOUN
dpc-2078	111	19	relative	relative	NOUN
dpc-2078	111	20	is	be	AUX
dpc-2078	111	21	still	still	ADV
dpc-2078	111	22	a	a	DET
dpc-2078	111	23	considered	consider	VERB
dpc-2078	111	24	a	a	DET
dpc-2078	111	25	nonmodifiable	nonmodifiable	ADJ
dpc-2078	111	26	risk	risk	NOUN
dpc-2078	111	27	for	for	ADP
dpc-2078	111	28	the	the	DET
dpc-2078	111	29	incidence	incidence	NOUN
dpc-2078	111	30	of	of	ADP
dpc-2078	111	31	a	a	DET
dpc-2078	111	32	new	new	ADJ
dpc-2078	111	33	mm	mm	NOUN
dpc-2078	112	1	[	[	X
dpc-2078	112	2	20	20	NUM
dpc-2078	112	3	-	-	SYM
dpc-2078	112	4	23,27,28	23,27,28	NUM
dpc-2078	112	5	]	]	PUNCT
dpc-2078	112	6	.	.	PUNCT
dpc-2078	113	1	here	here	ADV
dpc-2078	113	2	in	in	ADP
dpc-2078	113	3	this	this	DET
dpc-2078	113	4	dataset	dataset	NOUN
dpc-2078	113	5	,	,	PUNCT
dpc-2078	113	6	this	this	DET
dpc-2078	113	7	variable	variable	ADJ
dpc-2078	113	8	chest	chest	NOUN
dpc-2078	113	9	(	(	PUNCT
dpc-2078	113	10	figure	figure	NOUN
dpc-2078	113	11	2	2	NUM
dpc-2078	113	12	)	)	PUNCT
dpc-2078	113	13	with	with	ADP
dpc-2078	113	14	the	the	DET
dpc-2078	113	15	corresponding	corresponding	ADJ
dpc-2078	113	16	total	total	ADJ
dpc-2078	113	17	scores	score	NOUN
dpc-2078	113	18	obtained	obtain	VERB
dpc-2078	113	19	idscore	idscore	ADP
dpc-2078	113	20	2021	2021	NUM
dpc-2078	113	21	;	;	PUNCT
dpc-2078	113	22	for	for	ADP
dpc-2078	113	23	comparison	comparison	NOUN
dpc-2078	113	24	,	,	PUNCT
dpc-2078	113	25	the	the	DET
dpc-2078	113	26	idscore	idscore	ADJ
dpc-2078	113	27	2018	2018	NUM
dpc-2078	113	28	total	total	ADJ
dpc-2078	113	29	scores	score	NOUN
dpc-2078	113	30	are	be	AUX
dpc-2078	113	31	also	also	ADV
dpc-2078	113	32	reported	report	VERB
dpc-2078	113	33	in	in	ADP
dpc-2078	113	34	brackets	bracket	NOUN
dpc-2078	113	35	.	.	PUNCT
dpc-2078	114	1	finally	finally	ADV
dpc-2078	114	2	,	,	PUNCT
dpc-2078	114	3	according	accord	VERB
dpc-2078	114	4	to	to	ADP
dpc-2078	114	5	the	the	DET
dpc-2078	114	6	roc	roc	PROPN
dpc-2078	114	7	curve	curve	NOUN
dpc-2078	114	8	analysis	analysis	NOUN
dpc-2078	114	9	comparison	comparison	NOUN
dpc-2078	114	10	(	(	PUNCT
dpc-2078	114	11	figure	figure	NOUN
dpc-2078	114	12	3	3	NUM
dpc-2078	114	13	)	)	PUNCT
dpc-2078	114	14	the	the	DET
dpc-2078	114	15	new	new	ADJ
dpc-2078	114	16	algorithm	algorithm	NOUN
dpc-2078	114	17	demonstrates	demonstrate	VERB
dpc-2078	114	18	to	to	PART
dpc-2078	114	19	surpass	surpass	VERB
dpc-2078	114	20	the	the	DET
dpc-2078	114	21	previous	previous	ADJ
dpc-2078	114	22	one	one	NUM
dpc-2078	114	23	by	by	ADP
dpc-2078	114	24	+1.3	+1.3	ADJ
dpc-2078	114	25	%	%	NOUN
dpc-2078	114	26	.	.	PUNCT
dpc-2078	115	1	conclusions	conclusion	NOUN
dpc-2078	115	2	the	the	DET
dpc-2078	115	3	debate	debate	NOUN
dpc-2078	115	4	about	about	ADP
dpc-2078	115	5	the	the	DET
dpc-2078	115	6	relative	relative	ADJ
dpc-2078	115	7	impact	impact	NOUN
dpc-2078	115	8	of	of	ADP
dpc-2078	115	9	modifiable	modifiable	ADJ
dpc-2078	115	10	and	and	CCONJ
dpc-2078	115	11	nonmodifiable	nonmodifiable	ADJ
dpc-2078	115	12	risk	risk	NOUN
dpc-2078	115	13	factors	factor	NOUN
dpc-2078	115	14	on	on	ADP
dpc-2078	115	15	melanoma	melanoma	NOUN
dpc-2078	115	16	development	development	NOUN
dpc-2078	115	17	is	be	AUX
dpc-2078	115	18	still	still	ADV
dpc-2078	115	19	ongoing	ongoing	ADJ
dpc-2078	115	20	[	[	X
dpc-2078	115	21	20	20	NUM
dpc-2078	115	22	-	-	SYM
dpc-2078	115	23	22	22	NUM
dpc-2078	115	24	]	]	PUNCT
dpc-2078	115	25	.	.	PUNCT
dpc-2078	116	1	however	however	ADV
dpc-2078	116	2	,	,	PUNCT
dpc-2078	116	3	some	some	DET
dpc-2078	116	4	demographic	demographic	ADJ
dpc-2078	116	5	data	datum	NOUN
dpc-2078	116	6	related	relate	VERB
dpc-2078	116	7	to	to	ADP
dpc-2078	116	8	the	the	DET
dpc-2078	116	9	patient	patient	NOUN
dpc-2078	116	10	and	and	CCONJ
dpc-2078	116	11	some	some	DET
dpc-2078	116	12	characteristics	characteristic	NOUN
dpc-2078	116	13	of	of	ADP
dpc-2078	116	14	the	the	DET
dpc-2078	116	15	lesion	lesion	NOUN
dpc-2078	116	16	itself	itself	PRON
dpc-2078	116	17	have	have	AUX
dpc-2078	116	18	currently	currently	ADV
dpc-2078	116	19	acquired	acquire	VERB
dpc-2078	116	20	a	a	DET
dpc-2078	116	21	considerable	considerable	ADJ
dpc-2078	116	22	body	body	NOUN
dpc-2078	116	23	of	of	ADP
dpc-2078	116	24	evidence	evidence	NOUN
dpc-2078	116	25	and	and	CCONJ
dpc-2078	116	26	deserve	deserve	VERB
dpc-2078	116	27	to	to	PART
dpc-2078	116	28	be	be	AUX
dpc-2078	116	29	investigated	investigate	VERB
dpc-2078	116	30	as	as	ADP
dpc-2078	116	31	possible	possible	ADJ
dpc-2078	116	32	additional	additional	ADJ
dpc-2078	116	33	risk	risk	NOUN
dpc-2078	116	34	score	score	NOUN
dpc-2078	116	35	coefficients	coefficient	NOUN
dpc-2078	116	36	along	along	ADP
dpc-2078	116	37	with	with	ADP
dpc-2078	116	38	the	the	DET
dpc-2078	116	39	dermoscopic	dermoscopic	ADJ
dpc-2078	116	40	parameters	parameter	NOUN
dpc-2078	116	41	[	[	X
dpc-2078	116	42	1,2,11,13,14	1,2,11,13,14	X
dpc-2078	116	43	]	]	PUNCT
dpc-2078	116	44	.	.	PUNCT
dpc-2078	117	1	figure	figure	NOUN
dpc-2078	117	2	2	2	NUM
dpc-2078	117	3	.	.	PUNCT
dpc-2078	118	1	examples	example	NOUN
dpc-2078	118	2	of	of	ADP
dpc-2078	118	3	atypical	atypical	ADJ
dpc-2078	118	4	melanocytic	melanocytic	ADJ
dpc-2078	118	5	skin	skin	NOUN
dpc-2078	118	6	lesions	lesion	NOUN
dpc-2078	118	7	(	(	PUNCT
dpc-2078	118	8	amsls	amsls	NOUN
dpc-2078	118	9	)	)	PUNCT
dpc-2078	118	10	of	of	ADP
dpc-2078	118	11	the	the	DET
dpc-2078	118	12	chest	chest	NOUN
dpc-2078	118	13	from	from	ADP
dpc-2078	118	14	the	the	DET
dpc-2078	118	15	case	case	NOUN
dpc-2078	118	16	study	study	NOUN
dpc-2078	118	17	.	.	PUNCT
dpc-2078	119	1	a	a	DET
dpc-2078	119	2	80	80	NUM
dpc-2078	119	3	years	year	NOUN
dpc-2078	119	4	-	-	PUNCT
dpc-2078	119	5	old	old	ADJ
dpc-2078	119	6	male	male	NOUN
dpc-2078	119	7	,	,	PUNCT
dpc-2078	119	8	phototype	phototype	NOUN
dpc-2078	119	9	iii	iii	NOUN
dpc-2078	119	10	,	,	PUNCT
dpc-2078	119	11	familiar	familiar	ADJ
dpc-2078	119	12	history	history	NOUN
dpc-2078	119	13	of	of	ADP
dpc-2078	119	14	melanoma	melanoma	NOUN
dpc-2078	119	15	,	,	PUNCT
dpc-2078	119	16	with	with	ADP
dpc-2078	119	17	a	a	DET
dpc-2078	119	18	7	7	NUM
dpc-2078	119	19	mm	mm	NOUN
dpc-2078	119	20	amsl	amsl	NOUN
dpc-2078	119	21	:	:	PUNCT
dpc-2078	119	22	idscore	idscore	NOUN
dpc-2078	119	23	2021	2021	NUM
dpc-2078	119	24	was	be	AUX
dpc-2078	119	25	12	12	NUM
dpc-2078	119	26	(	(	PUNCT
dpc-2078	119	27	idscore	idscore	NOUN
dpc-2078	119	28	2018	2018	NUM
dpc-2078	119	29	=	=	SYM
dpc-2078	119	30	8)	8)	NUM
dpc-2078	119	31	and	and	CCONJ
dpc-2078	119	32	the	the	DET
dpc-2078	119	33	histological	histological	ADJ
dpc-2078	119	34	analysis	analysis	NOUN
dpc-2078	119	35	revealed	reveal	VERB
dpc-2078	119	36	an	an	PRON
dpc-2078	119	37	in	in	ADP
dpc-2078	119	38	situ	situ	ADJ
dpc-2078	119	39	melanoma	melanoma	NOUN
dpc-2078	119	40	(	(	PUNCT
dpc-2078	119	41	a	a	PRON
dpc-2078	119	42	and	and	CCONJ
dpc-2078	119	43	b	b	NOUN
dpc-2078	119	44	)	)	PUNCT
dpc-2078	119	45	.	.	PUNCT
dpc-2078	120	1	a	a	DET
dpc-2078	120	2	66	66	NUM
dpc-2078	120	3	years	year	NOUN
dpc-2078	120	4	-	-	PUNCT
dpc-2078	120	5	old	old	ADJ
dpc-2078	120	6	male	male	NOUN
dpc-2078	120	7	,	,	PUNCT
dpc-2078	120	8	phototype	phototype	PROPN
dpc-2078	120	9	ii	ii	PROPN
dpc-2078	120	10	,	,	PUNCT
dpc-2078	120	11	familiar	familiar	ADJ
dpc-2078	120	12	history	history	NOUN
dpc-2078	120	13	of	of	ADP
dpc-2078	120	14	mm	mm	PROPN
dpc-2078	120	15	,	,	PUNCT
dpc-2078	120	16	with	with	ADP
dpc-2078	120	17	a	a	DET
dpc-2078	120	18	10	10	NUM
dpc-2078	120	19	mm	mm	NUM
dpc-2078	120	20	amsl	amsl	NOUN
dpc-2078	120	21	:	:	PUNCT
dpc-2078	120	22	the	the	DET
dpc-2078	120	23	idscore	idscore	NOUN
dpc-2078	120	24	2021	2021	NUM
dpc-2078	120	25	was	be	AUX
dpc-2078	120	26	10	10	NUM
dpc-2078	120	27	(	(	PUNCT
dpc-2078	120	28	idscore	idscore	NOUN
dpc-2078	120	29	2018	2018	NUM
dpc-2078	120	30	=	=	SYM
dpc-2078	120	31	8)	8)	NUM
dpc-2078	120	32	;	;	PUNCT
dpc-2078	120	33	the	the	DET
dpc-2078	120	34	histological	histological	ADJ
dpc-2078	120	35	analysis	analysis	NOUN
dpc-2078	120	36	revealed	reveal	VERB
dpc-2078	120	37	a	a	DET
dpc-2078	120	38	nevus	nevus	NOUN
dpc-2078	120	39	with	with	ADP
dpc-2078	120	40	moderate	moderate	ADJ
dpc-2078	120	41	atypia	atypia	PROPN
dpc-2078	120	42	(	(	PUNCT
dpc-2078	120	43	c	c	PROPN
dpc-2078	120	44	and	and	CCONJ
dpc-2078	120	45	d	d	NOUN
dpc-2078	120	46	)	)	PUNCT
dpc-2078	120	47	.	.	PUNCT
dpc-2078	121	1	a	a	DET
dpc-2078	121	2	47	47	NUM
dpc-2078	121	3	years	year	NOUN
dpc-2078	121	4	-	-	PUNCT
dpc-2078	121	5	old	old	ADJ
dpc-2078	121	6	female	female	NOUN
dpc-2078	121	7	,	,	PUNCT
dpc-2078	121	8	phototype	phototype	NOUN
dpc-2078	121	9	iii	iii	NOUN
dpc-2078	121	10	,	,	PUNCT
dpc-2078	121	11	with	with	ADP
dpc-2078	121	12	a	a	DET
dpc-2078	121	13	7.7	7.7	NUM
dpc-2078	121	14	mm	mm	NOUN
dpc-2078	121	15	amsl	amsl	NOUN
dpc-2078	121	16	,	,	PUNCT
dpc-2078	121	17	the	the	DET
dpc-2078	121	18	idscore	idscore	NOUN
dpc-2078	121	19	2021	2021	NUM
dpc-2078	121	20	was	be	AUX
dpc-2078	121	21	6	6	NUM
dpc-2078	121	22	(	(	PUNCT
dpc-2078	121	23	idscore	idscore	NOUN
dpc-2078	121	24	2018	2018	NUM
dpc-2078	121	25	=	=	SYM
dpc-2078	121	26	5	5	NUM
dpc-2078	121	27	)	)	PUNCT
dpc-2078	121	28	and	and	CCONJ
dpc-2078	121	29	the	the	DET
dpc-2078	121	30	histological	histological	ADJ
dpc-2078	121	31	examination	examination	NOUN
dpc-2078	121	32	revealed	reveal	VERB
dpc-2078	121	33	a	a	DET
dpc-2078	121	34	compound	compound	NOUN
dpc-2078	121	35	nevus	nevus	NOUN
dpc-2078	121	36	(	(	PUNCT
dpc-2078	121	37	e	e	NOUN
dpc-2078	121	38	and	and	CCONJ
dpc-2078	121	39	f	f	PROPN
dpc-2078	121	40	)	)	PUNCT
dpc-2078	121	41	.	.	PUNCT
dpc-2078	122	1	8	8	NUM
dpc-2078	122	2	original	original	ADJ
dpc-2078	122	3	article	article	NOUN
dpc-2078	122	4	|	|	ADV
dpc-2078	122	5	dermatol	dermatol	ADJ
dpc-2078	122	6	pract	pract	NOUN
dpc-2078	122	7	concept	concept	NOUN
dpc-2078	122	8	.	.	PUNCT
dpc-2078	123	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	123	2	appeared	appear	VERB
dpc-2078	123	3	to	to	PART
dpc-2078	123	4	have	have	VERB
dpc-2078	123	5	a	a	DET
dpc-2078	123	6	significant	significant	ADJ
dpc-2078	123	7	discrimination	discrimination	NOUN
dpc-2078	123	8	power	power	NOUN
dpc-2078	123	9	in	in	ADP
dpc-2078	123	10	the	the	DET
dpc-2078	123	11	univariate	univariate	ADJ
dpc-2078	123	12	(	(	PUNCT
dpc-2078	123	13	table1	table1	PROPN
dpc-2078	123	14	)	)	PUNCT
dpc-2078	123	15	and	and	CCONJ
dpc-2078	123	16	bivariate	bivariate	ADJ
dpc-2078	123	17	(	(	PUNCT
dpc-2078	123	18	table	table	NOUN
dpc-2078	123	19	2	2	NUM
dpc-2078	123	20	)	)	PUNCT
dpc-2078	123	21	analysis	analysis	NOUN
dpc-2078	123	22	and	and	CCONJ
dpc-2078	123	23	was	be	AUX
dpc-2078	123	24	one	one	NUM
dpc-2078	123	25	of	of	ADP
dpc-2078	123	26	the	the	DET
dpc-2078	123	27	predictive	predictive	ADJ
dpc-2078	123	28	variable	variable	NOUN
dpc-2078	123	29	of	of	ADP
dpc-2078	123	30	the	the	DET
dpc-2078	123	31	score	score	NOUN
dpc-2078	123	32	model	model	NOUN
dpc-2078	123	33	classifier	classifier	NOUN
dpc-2078	123	34	(	(	PUNCT
dpc-2078	123	35	tables	table	NOUN
dpc-2078	123	36	3	3	NUM
dpc-2078	123	37	and	and	CCONJ
dpc-2078	123	38	4	4	NUM
dpc-2078	123	39	)	)	PUNCT
dpc-2078	123	40	,	,	PUNCT
dpc-2078	123	41	in	in	ADP
dpc-2078	123	42	line	line	NOUN
dpc-2078	123	43	with	with	ADP
dpc-2078	123	44	previous	previous	ADJ
dpc-2078	123	45	studies	study	NOUN
dpc-2078	123	46	on	on	ADP
dpc-2078	123	47	data	datum	NOUN
dpc-2078	123	48	from	from	ADP
dpc-2078	123	49	a	a	DET
dpc-2078	123	50	multivariate	multivariate	NOUN
dpc-2078	123	51	analysis	analysis	NOUN
dpc-2078	123	52	of	of	ADP
dpc-2078	123	53	predictors	predictor	NOUN
dpc-2078	123	54	of	of	ADP
dpc-2078	123	55	emm	emm	PROPN
dpc-2078	123	56	diagnosis	diagnosis	NOUN
dpc-2078	123	57	[	[	X
dpc-2078	123	58	29	29	NUM
dpc-2078	123	59	-	-	SYM
dpc-2078	123	60	31	31	NUM
dpc-2078	123	61	]	]	PUNCT
dpc-2078	123	62	.	.	PUNCT
dpc-2078	124	1	the	the	DET
dpc-2078	124	2	parameter	parameter	NOUN
dpc-2078	124	3	“	"	PUNCT
dpc-2078	124	4	positive	positive	ADJ
dpc-2078	124	5	history	history	NOUN
dpc-2078	124	6	of	of	ADP
dpc-2078	124	7	sunburns	sunburn	NOUN
dpc-2078	124	8	in	in	ADP
dpc-2078	124	9	childhood	childhood	NOUN
dpc-2078	124	10	”	"	PUNCT
dpc-2078	124	11	is	be	AUX
dpc-2078	124	12	well	well	ADV
dpc-2078	124	13	known	known	ADJ
dpc-2078	124	14	to	to	PART
dpc-2078	124	15	be	be	AUX
dpc-2078	124	16	primary	primary	ADJ
dpc-2078	124	17	inciting	inciting	ADJ
dpc-2078	124	18	event	event	NOUN
dpc-2078	124	19	in	in	ADP
dpc-2078	124	20	the	the	DET
dpc-2078	124	21	development	development	NOUN
dpc-2078	124	22	of	of	ADP
dpc-2078	124	23	acquired	acquire	VERB
dpc-2078	124	24	melanocytic	melanocytic	ADJ
dpc-2078	124	25	nevi	nevi	NOUN
dpc-2078	124	26	in	in	ADP
dpc-2078	124	27	adults	adult	NOUN
dpc-2078	124	28	[	[	X
dpc-2078	124	29	30	30	NUM
dpc-2078	124	30	-	-	SYM
dpc-2078	124	31	32	32	NUM
dpc-2078	124	32	]	]	PUNCT
dpc-2078	124	33	.	.	PUNCT
dpc-2078	125	1	on	on	ADP
dpc-2078	125	2	the	the	DET
dpc-2078	125	3	other	other	ADJ
dpc-2078	125	4	hand	hand	NOUN
dpc-2078	125	5	,	,	PUNCT
dpc-2078	125	6	recent	recent	ADJ
dpc-2078	125	7	ecological	ecological	ADJ
dpc-2078	125	8	and	and	CCONJ
dpc-2078	125	9	case	case	NOUN
dpc-2078	125	10	-	-	PUNCT
dpc-2078	125	11	control	control	NOUN
dpc-2078	125	12	studies	study	NOUN
dpc-2078	125	13	highlighted	highlight	VERB
dpc-2078	125	14	that	that	PRON
dpc-2078	125	15	is	be	AUX
dpc-2078	125	16	the	the	DET
dpc-2078	125	17	total	total	ADJ
dpc-2078	125	18	cumulative	cumulative	ADJ
dpc-2078	125	19	ambient	ambient	ADJ
dpc-2078	125	20	sun	sun	NOUN
dpc-2078	125	21	exposure	exposure	NOUN
dpc-2078	125	22	during	during	ADP
dpc-2078	125	23	childhood	childhood	NOUN
dpc-2078	125	24	to	to	PART
dpc-2078	125	25	correlate	correlate	VERB
dpc-2078	125	26	with	with	ADP
dpc-2078	125	27	melanoma	melanoma	NOUN
dpc-2078	125	28	risk	risk	NOUN
dpc-2078	125	29	development	development	NOUN
dpc-2078	125	30	,	,	PUNCT
dpc-2078	125	31	more	more	ADJ
dpc-2078	125	32	than	than	ADP
dpc-2078	125	33	the	the	DET
dpc-2078	125	34	parameter	parameter	NOUN
dpc-2078	125	35	“	"	PUNCT
dpc-2078	125	36	positive	positive	ADJ
dpc-2078	125	37	history	history	NOUN
dpc-2078	125	38	of	of	ADP
dpc-2078	125	39	sunburns	sunburn	NOUN
dpc-2078	125	40	in	in	ADP
dpc-2078	125	41	childhood	childhood	NOUN
dpc-2078	125	42	”	"	PUNCT
dpc-2078	126	1	[	[	X
dpc-2078	126	2	33	33	NUM
dpc-2078	126	3	-	-	SYM
dpc-2078	126	4	35	35	NUM
dpc-2078	126	5	]	]	PUNCT
dpc-2078	126	6	.	.	PUNCT
dpc-2078	127	1	in	in	ADP
dpc-2078	127	2	line	line	NOUN
dpc-2078	127	3	with	with	ADP
dpc-2078	127	4	these	these	DET
dpc-2078	127	5	literature	literature	NOUN
dpc-2078	127	6	data	datum	NOUN
dpc-2078	127	7	,	,	PUNCT
dpc-2078	127	8	here	here	ADV
dpc-2078	127	9	in	in	ADP
dpc-2078	127	10	this	this	DET
dpc-2078	127	11	study	study	NOUN
dpc-2078	127	12	we	we	PRON
dpc-2078	127	13	found	find	VERB
dpc-2078	127	14	similar	similar	ADJ
dpc-2078	127	15	distribution	distribution	NOUN
dpc-2078	127	16	of	of	ADP
dpc-2078	127	17	the	the	DET
dpc-2078	127	18	infancy	infancy	NOUN
dpc-2078	127	19	sunburn	sunburn	NOUN
dpc-2078	127	20	parameter	parameter	NOUN
dpc-2078	127	21	when	when	SCONJ
dpc-2078	127	22	comparing	compare	VERB
dpc-2078	127	23	the	the	DET
dpc-2078	127	24	population	population	NOUN
dpc-2078	127	25	of	of	ADP
dpc-2078	127	26	patient	patient	NOUN
dpc-2078	127	27	with	with	ADP
dpc-2078	127	28	dysplastic	dysplastic	ADJ
dpc-2078	127	29	nevus	nevus	ADJ
dpc-2078	127	30	syndrome	syndrome	NOUN
dpc-2078	127	31	/	/	SYM
dpc-2078	127	32	multiple	multiple	ADJ
dpc-2078	127	33	atypical	atypical	ADJ
dpc-2078	127	34	nevi	nevi	NOUN
dpc-2078	127	35	(	(	PUNCT
dpc-2078	127	36	69	69	NUM
dpc-2078	127	37	%	%	NOUN
dpc-2078	127	38	)	)	PUNCT
dpc-2078	127	39	and	and	CCONJ
dpc-2078	127	40	emm	emm	PROPN
dpc-2078	127	41	(	(	PUNCT
dpc-2078	127	42	70	70	NUM
dpc-2078	127	43	%	%	NOUN
dpc-2078	127	44	)	)	PUNCT
dpc-2078	127	45	,	,	PUNCT
dpc-2078	127	46	which	which	PRON
dpc-2078	127	47	resulted	result	VERB
dpc-2078	127	48	not	not	PART
dpc-2078	127	49	significant	significant	ADJ
dpc-2078	127	50	in	in	ADP
dpc-2078	127	51	discriminating	discriminate	VERB
dpc-2078	127	52	among	among	ADP
dpc-2078	127	53	the	the	DET
dpc-2078	127	54	two	two	NUM
dpc-2078	127	55	entities	entity	NOUN
dpc-2078	127	56	(	(	PUNCT
dpc-2078	127	57	tables	table	NOUN
dpc-2078	127	58	2	2	NUM
dpc-2078	127	59	and	and	CCONJ
dpc-2078	127	60	3	3	NUM
dpc-2078	127	61	)	)	PUNCT
dpc-2078	127	62	.	.	PUNCT
dpc-2078	128	1	renown	renown	VERB
dpc-2078	128	2	as	as	ADP
dpc-2078	128	3	a	a	DET
dpc-2078	128	4	risk	risk	NOUN
dpc-2078	128	5	factor	factor	NOUN
dpc-2078	128	6	for	for	ADP
dpc-2078	128	7	several	several	ADJ
dpc-2078	128	8	types	type	NOUN
dpc-2078	128	9	of	of	ADP
dpc-2078	128	10	human	human	ADJ
dpc-2078	128	11	cancer	cancer	NOUN
dpc-2078	128	12	,	,	PUNCT
dpc-2078	128	13	cigarette	cigarette	NOUN
dpc-2078	128	14	smoke	smoke	NOUN
dpc-2078	128	15	was	be	AUX
dpc-2078	128	16	correlated	correlate	VERB
dpc-2078	128	17	with	with	ADP
dpc-2078	128	18	premature	premature	ADJ
dpc-2078	128	19	skin	skin	NOUN
dpc-2078	128	20	aging	aging	NOUN
dpc-2078	128	21	,	,	PUNCT
dpc-2078	128	22	squamous	squamous	ADJ
dpc-2078	128	23	cell	cell	NOUN
dpc-2078	128	24	carcinoma	carcinoma	NOUN
dpc-2078	128	25	of	of	ADP
dpc-2078	128	26	the	the	DET
dpc-2078	128	27	skin	skin	NOUN
dpc-2078	128	28	,	,	PUNCT
dpc-2078	128	29	psoriasis	psoriasis	NOUN
dpc-2078	128	30	and	and	CCONJ
dpc-2078	128	31	impaired	impaired	ADJ
dpc-2078	128	32	wound	wound	NOUN
dpc-2078	128	33	healing	healing	NOUN
dpc-2078	128	34	[	[	X
dpc-2078	128	35	36	36	NUM
dpc-2078	128	36	]	]	PUNCT
dpc-2078	128	37	.	.	PUNCT
dpc-2078	129	1	many	many	ADJ
dpc-2078	129	2	studies	study	NOUN
dpc-2078	129	3	have	have	AUX
dpc-2078	129	4	been	be	AUX
dpc-2078	129	5	carried	carry	VERB
dpc-2078	129	6	out	out	ADP
dpc-2078	129	7	in	in	ADP
dpc-2078	129	8	the	the	DET
dpc-2078	129	9	last	last	ADJ
dpc-2078	129	10	decades	decade	NOUN
dpc-2078	129	11	for	for	ADP
dpc-2078	129	12	testing	test	VERB
dpc-2078	129	13	the	the	DET
dpc-2078	129	14	association	association	NOUN
dpc-2078	129	15	with	with	ADP
dpc-2078	129	16	mm	mm	PROPN
dpc-2078	129	17	too	too	ADV
dpc-2078	129	18	,	,	PUNCT
dpc-2078	129	19	but	but	CCONJ
dpc-2078	129	20	results	result	NOUN
dpc-2078	129	21	were	be	AUX
dpc-2078	129	22	not	not	PART
dpc-2078	129	23	univocal	univocal	ADJ
dpc-2078	129	24	or	or	CCONJ
dpc-2078	129	25	clear	clear	ADV
dpc-2078	129	26	-	-	PUNCT
dpc-2078	129	27	cut	cut	NOUN
dpc-2078	129	28	due	due	ADJ
dpc-2078	129	29	to	to	ADP
dpc-2078	129	30	residual	residual	ADJ
dpc-2078	129	31	statistical	statistical	ADJ
dpc-2078	129	32	confounders	confounder	NOUN
dpc-2078	129	33	or	or	CCONJ
dpc-2078	129	34	inadequate	inadequate	ADJ
dpc-2078	129	35	sample	sample	NOUN
dpc-2078	129	36	size	size	NOUN
dpc-2078	129	37	[	[	X
dpc-2078	129	38	36	36	NUM
dpc-2078	129	39	-	-	SYM
dpc-2078	129	40	38	38	NUM
dpc-2078	129	41	]	]	PUNCT
dpc-2078	129	42	.	.	PUNCT
dpc-2078	130	1	in	in	ADP
dpc-2078	130	2	a	a	DET
dpc-2078	130	3	recent	recent	ADJ
dpc-2078	130	4	case	case	NOUN
dpc-2078	130	5	-	-	PUNCT
dpc-2078	130	6	control	control	NOUN
dpc-2078	130	7	study	study	NOUN
dpc-2078	130	8	carried	carry	VERB
dpc-2078	130	9	out	out	ADP
dpc-2078	130	10	over	over	ADP
dpc-2078	130	11	1,157	1,157	NUM
dpc-2078	130	12	patients	patient	NOUN
dpc-2078	130	13	diagnosed	diagnose	VERB
dpc-2078	130	14	with	with	ADP
dpc-2078	130	15	mm	mm	PROPN
dpc-2078	130	16	and	and	CCONJ
dpc-2078	130	17	5,595	5,595	NUM
dpc-2078	130	18	controls	control	NOUN
dpc-2078	130	19	in	in	ADP
dpc-2078	130	20	the	the	DET
dpc-2078	130	21	netherlands	netherlands	PROPN
dpc-2078	130	22	,	,	PUNCT
dpc-2078	130	23	cigarette	cigarette	NOUN
dpc-2078	130	24	smoking	smoking	NOUN
dpc-2078	130	25	was	be	AUX
dpc-2078	130	26	found	find	VERB
dpc-2078	130	27	not	not	PART
dpc-2078	130	28	to	to	PART
dpc-2078	130	29	increase	increase	VERB
dpc-2078	130	30	the	the	DET
dpc-2078	130	31	risk	risk	NOUN
dpc-2078	130	32	of	of	ADP
dpc-2078	130	33	mm	mm	PROPN
dpc-2078	130	34	development	development	NOUN
dpc-2078	130	35	,	,	PUNCT
dpc-2078	130	36	as	as	ADV
dpc-2078	130	37	well	well	ADV
dpc-2078	130	38	as	as	ADP
dpc-2078	130	39	in	in	ADP
dpc-2078	130	40	a	a	DET
dpc-2078	130	41	large	large	ADJ
dpc-2078	130	42	cohort	cohort	NOUN
dpc-2078	130	43	study	study	NOUN
dpc-2078	130	44	on	on	ADP
dpc-2078	130	45	us	we	PRON
dpc-2078	130	46	white	white	ADJ
dpc-2078	130	47	women	woman	NOUN
dpc-2078	130	48	[	[	X
dpc-2078	130	49	39,40	39,40	NUM
dpc-2078	130	50	]	]	PUNCT
dpc-2078	130	51	.	.	PUNCT
dpc-2078	131	1	similarly	similarly	ADV
dpc-2078	131	2	,	,	PUNCT
dpc-2078	131	3	here	here	ADV
dpc-2078	131	4	in	in	ADP
dpc-2078	131	5	this	this	DET
dpc-2078	131	6	study	study	NOUN
dpc-2078	131	7	we	we	PRON
dpc-2078	131	8	find	find	VERB
dpc-2078	131	9	the	the	DET
dpc-2078	131	10	smoke	smoke	NOUN
dpc-2078	131	11	habit	habit	NOUN
dpc-2078	131	12	to	to	PART
dpc-2078	131	13	involve	involve	VERB
dpc-2078	131	14	26	26	NUM
dpc-2078	131	15	%	%	NOUN
dpc-2078	131	16	of	of	ADP
dpc-2078	131	17	patients	patient	NOUN
dpc-2078	131	18	from	from	ADP
dpc-2078	131	19	the	the	DET
dpc-2078	131	20	an	an	DET
dpc-2078	131	21	group	group	NOUN
dpc-2078	131	22	and	and	CCONJ
dpc-2078	131	23	21	21	NUM
dpc-2078	131	24	%	%	NOUN
dpc-2078	131	25	of	of	ADP
dpc-2078	131	26	patients	patient	NOUN
dpc-2078	131	27	from	from	ADP
dpc-2078	131	28	the	the	DET
dpc-2078	131	29	emm	emm	PROPN
dpc-2078	131	30	group	group	NOUN
dpc-2078	131	31	(	(	PUNCT
dpc-2078	131	32	table	table	NOUN
dpc-2078	131	33	1	1	NUM
dpc-2078	131	34	)	)	PUNCT
dpc-2078	131	35	and	and	CCONJ
dpc-2078	131	36	not	not	PART
dpc-2078	131	37	to	to	PART
dpc-2078	131	38	impact	impact	VERB
dpc-2078	131	39	significantly	significantly	ADV
dpc-2078	131	40	on	on	ADP
dpc-2078	131	41	the	the	DET
dpc-2078	131	42	differential	differential	ADJ
dpc-2078	131	43	diagnosis	diagnosis	NOUN
dpc-2078	131	44	among	among	ADP
dpc-2078	131	45	these	these	DET
dpc-2078	131	46	two	two	NUM
dpc-2078	131	47	entities	entity	NOUN
dpc-2078	131	48	(	(	PUNCT
dpc-2078	131	49	tables	table	NOUN
dpc-2078	131	50	2	2	NUM
dpc-2078	131	51	and	and	CCONJ
dpc-2078	131	52	3	3	NUM
dpc-2078	131	53	)	)	PUNCT
dpc-2078	131	54	.	.	PUNCT
dpc-2078	132	1	in	in	ADP
dpc-2078	132	2	the	the	DET
dpc-2078	132	3	last	last	ADJ
dpc-2078	132	4	decade	decade	NOUN
dpc-2078	132	5	,	,	PUNCT
dpc-2078	132	6	the	the	DET
dpc-2078	132	7	parameter	parameter	NOUN
dpc-2078	132	8	“	"	PUNCT
dpc-2078	132	9	total	total	ADJ
dpc-2078	132	10	nevi	nevi	ADJ
dpc-2078	132	11	number	number	NOUN
dpc-2078	132	12	”	"	PUNCT
dpc-2078	132	13	was	be	AUX
dpc-2078	132	14	investigated	investigate	VERB
dpc-2078	132	15	in	in	ADP
dpc-2078	132	16	adult	adult	NOUN
dpc-2078	132	17	european	european	ADJ
dpc-2078	132	18	and	and	CCONJ
dpc-2078	132	19	american	american	ADJ
dpc-2078	132	20	population	population	NOUN
dpc-2078	132	21	as	as	ADP
dpc-2078	132	22	possible	possible	ADJ
dpc-2078	132	23	mm	mm	NOUN
dpc-2078	132	24	risk	risk	NOUN
dpc-2078	132	25	factor	factor	NOUN
dpc-2078	132	26	,	,	PUNCT
dpc-2078	132	27	both	both	PRON
dpc-2078	132	28	independently	independently	ADV
dpc-2078	132	29	or	or	CCONJ
dpc-2078	132	30	in	in	ADP
dpc-2078	132	31	association	association	NOUN
dpc-2078	132	32	with	with	ADP
dpc-2078	132	33	other	other	ADJ
dpc-2078	132	34	parameters	parameter	NOUN
dpc-2078	132	35	(	(	PUNCT
dpc-2078	132	36	mm	mm	NOUN
dpc-2078	132	37	body	body	NOUN
dpc-2078	132	38	site	site	NOUN
dpc-2078	132	39	distribution	distribution	NOUN
dpc-2078	132	40	,	,	PUNCT
dpc-2078	132	41	patient	patient	ADJ
dpc-2078	132	42	height	height	NOUN
dpc-2078	132	43	,	,	PUNCT
dpc-2078	132	44	etc	etc	X
dpc-2078	132	45	.	.	X
dpc-2078	132	46	)	)	PUNCT
dpc-2078	133	1	[	[	X
dpc-2078	133	2	37,39	37,39	NUM
dpc-2078	133	3	-	-	SYM
dpc-2078	133	4	43	43	NUM
dpc-2078	133	5	]	]	PUNCT
dpc-2078	133	6	:	:	PUNCT
dpc-2078	133	7	the	the	DET
dpc-2078	133	8	high	high	ADJ
dpc-2078	133	9	nevus	nevus	ADJ
dpc-2078	133	10	count	count	NOUN
dpc-2078	133	11	>	>	X
dpc-2078	133	12	50	50	NUM
dpc-2078	133	13	of	of	ADP
dpc-2078	133	14	the	the	DET
dpc-2078	133	15	whole	whole	ADJ
dpc-2078	133	16	body	body	NOUN
dpc-2078	133	17	appeared	appear	VERB
dpc-2078	133	18	to	to	PART
dpc-2078	133	19	be	be	AUX
dpc-2078	133	20	independently	independently	ADV
dpc-2078	133	21	associated	associate	VERB
dpc-2078	133	22	with	with	ADP
dpc-2078	133	23	mm	mm	PROPN
dpc-2078	133	24	incidence	incidence	NOUN
dpc-2078	133	25	,	,	PUNCT
dpc-2078	133	26	and	and	CCONJ
dpc-2078	133	27	high	high	ADJ
dpc-2078	133	28	nevus	nevus	ADJ
dpc-2078	133	29	count	count	NOUN
dpc-2078	133	30	on	on	ADP
dpc-2078	133	31	the	the	DET
dpc-2078	133	32	extremities	extremity	NOUN
dpc-2078	133	33	(	(	PUNCT
dpc-2078	133	34	ie	ie	X
dpc-2078	133	35	photo	photo	NOUN
dpc-2078	133	36	-	-	PUNCT
dpc-2078	133	37	exposed	expose	VERB
dpc-2078	133	38	areas	area	NOUN
dpc-2078	133	39	)	)	PUNCT
dpc-2078	133	40	appeared	appear	VERB
dpc-2078	133	41	to	to	PART
dpc-2078	133	42	bring	bring	VERB
dpc-2078	133	43	more	more	ADJ
dpc-2078	133	44	risk	risk	NOUN
dpc-2078	133	45	than	than	ADP
dpc-2078	133	46	high	high	ADJ
dpc-2078	133	47	nevus	nevus	ADJ
dpc-2078	133	48	count	count	NOUN
dpc-2078	133	49	on	on	ADP
dpc-2078	133	50	the	the	DET
dpc-2078	133	51	trunk	trunk	NOUN
dpc-2078	134	1	[	[	X
dpc-2078	134	2	37,40,42,44	37,40,42,44	NUM
dpc-2078	134	3	]	]	PUNCT
dpc-2078	134	4	.	.	PUNCT
dpc-2078	135	1	then	then	ADV
dpc-2078	135	2	,	,	PUNCT
dpc-2078	135	3	several	several	ADJ
dpc-2078	135	4	investigations	investigation	NOUN
dpc-2078	135	5	were	be	AUX
dpc-2078	135	6	carried	carry	VERB
dpc-2078	135	7	out	out	ADP
dpc-2078	135	8	to	to	PART
dpc-2078	135	9	find	find	VERB
dpc-2078	135	10	a	a	DET
dpc-2078	135	11	valid	valid	ADJ
dpc-2078	135	12	esteem	esteem	NOUN
dpc-2078	135	13	of	of	ADP
dpc-2078	135	14	the	the	DET
dpc-2078	135	15	total	total	ADJ
dpc-2078	135	16	body	body	NOUN
dpc-2078	135	17	count	count	NOUN
dpc-2078	135	18	taking	take	VERB
dpc-2078	135	19	into	into	ADP
dpc-2078	135	20	account	account	NOUN
dpc-2078	135	21	the	the	DET
dpc-2078	135	22	nevi	nevi	ADJ
dpc-2078	135	23	count	count	NOUN
dpc-2078	135	24	on	on	ADP
dpc-2078	135	25	the	the	DET
dpc-2078	135	26	4	4	NUM
dpc-2078	135	27	extremities	extremity	NOUN
dpc-2078	135	28	,	,	PUNCT
dpc-2078	135	29	on	on	ADP
dpc-2078	135	30	the	the	DET
dpc-2078	135	31	upper	upper	ADJ
dpc-2078	135	32	extremities	extremity	NOUN
dpc-2078	135	33	(	(	PUNCT
dpc-2078	135	34	>	>	X
dpc-2078	135	35	20	20	NUM
dpc-2078	135	36	)	)	PUNCT
dpc-2078	135	37	,	,	PUNCT
dpc-2078	135	38	on	on	ADP
dpc-2078	135	39	the	the	DET
dpc-2078	135	40	lower	low	ADJ
dpc-2078	135	41	extremities	extremity	NOUN
dpc-2078	135	42	(	(	PUNCT
dpc-2078	135	43	>	>	X
dpc-2078	135	44	10	10	NUM
dpc-2078	135	45	)	)	PUNCT
dpc-2078	135	46	or	or	CCONJ
dpc-2078	135	47	on	on	ADP
dpc-2078	135	48	the	the	DET
dpc-2078	135	49	right	right	ADJ
dpc-2078	135	50	arm	arm	NOUN
dpc-2078	135	51	(	(	PUNCT
dpc-2078	135	52	>	>	X
dpc-2078	135	53	11	11	NUM
dpc-2078	135	54	)	)	PUNCT
dpc-2078	136	1	[	[	X
dpc-2078	136	2	37,40	37,40	VERB
dpc-2078	136	3	-	-	NOUN
dpc-2078	136	4	42,44	42,44	NOUN
dpc-2078	136	5	]	]	X
dpc-2078	136	6	.	.	PUNCT
dpc-2078	137	1	to	to	PART
dpc-2078	137	2	facilitate	facilitate	VERB
dpc-2078	137	3	the	the	DET
dpc-2078	137	4	risk	risk	NOUN
dpc-2078	137	5	factors	factor	VERB
dpc-2078	137	6	collection	collection	NOUN
dpc-2078	137	7	in	in	ADP
dpc-2078	137	8	clinical	clinical	ADJ
dpc-2078	137	9	practice	practice	NOUN
dpc-2078	137	10	,	,	PUNCT
dpc-2078	137	11	we	we	PRON
dpc-2078	137	12	decided	decide	VERB
dpc-2078	137	13	to	to	PART
dpc-2078	137	14	adopt	adopt	VERB
dpc-2078	137	15	the	the	DET
dpc-2078	137	16	cut	cut	NOUN
dpc-2078	137	17	-	-	PUNCT
dpc-2078	137	18	off	off	NOUN
dpc-2078	137	19	of	of	ADP
dpc-2078	137	20	>	>	SYM
dpc-2078	137	21	11	11	NUM
dpc-2078	137	22	nevi	nevi	NOUN
dpc-2078	137	23	on	on	ADP
dpc-2078	137	24	the	the	DET
dpc-2078	137	25	right	right	ADJ
dpc-2078	137	26	arm	arm	NOUN
dpc-2078	137	27	as	as	ADP
dpc-2078	137	28	predictor	predictor	NOUN
dpc-2078	137	29	of	of	ADP
dpc-2078	137	30	the	the	DET
dpc-2078	137	31	total	total	ADJ
dpc-2078	137	32	nevi	nevi	ADJ
dpc-2078	137	33	count	count	NOUN
dpc-2078	137	34	,	,	PUNCT
dpc-2078	137	35	based	base	VERB
dpc-2078	137	36	on	on	ADP
dpc-2078	137	37	current	current	ADJ
dpc-2078	137	38	literature	literature	NOUN
dpc-2078	137	39	knowledge	knowledge	NOUN
dpc-2078	137	40	.	.	PUNCT
dpc-2078	138	1	when	when	SCONJ
dpc-2078	138	2	investigating	investigate	VERB
dpc-2078	138	3	this	this	DET
dpc-2078	138	4	parameter	parameter	NOUN
dpc-2078	138	5	in	in	ADP
dpc-2078	138	6	our	our	PRON
dpc-2078	138	7	adult	adult	NOUN
dpc-2078	138	8	population	population	NOUN
dpc-2078	138	9	of	of	ADP
dpc-2078	138	10	patients	patient	NOUN
dpc-2078	138	11	with	with	ADP
dpc-2078	138	12	amsls	amsls	NOUN
dpc-2078	138	13	,	,	PUNCT
dpc-2078	138	14	similar	similar	ADJ
dpc-2078	138	15	rates	rate	NOUN
dpc-2078	138	16	of	of	ADP
dpc-2078	138	17	high	high	ADJ
dpc-2078	138	18	nevus	nevus	ADJ
dpc-2078	138	19	count	count	NOUN
dpc-2078	138	20	in	in	ADP
dpc-2078	138	21	both	both	CCONJ
dpc-2078	138	22	the	the	DET
dpc-2078	138	23	em	em	PRON
dpc-2078	138	24	(	(	PUNCT
dpc-2078	138	25	53	53	NUM
dpc-2078	138	26	%	%	NOUN
dpc-2078	138	27	)	)	PUNCT
dpc-2078	138	28	and	and	CCONJ
dpc-2078	138	29	the	the	DET
dpc-2078	138	30	an	an	PRON
dpc-2078	138	31	(	(	PUNCT
dpc-2078	138	32	50	50	NUM
dpc-2078	138	33	%	%	NOUN
dpc-2078	138	34	)	)	PUNCT
dpc-2078	138	35	group	group	NOUN
dpc-2078	138	36	(	(	PUNCT
dpc-2078	138	37	table	table	NOUN
dpc-2078	138	38	1	1	NUM
dpc-2078	138	39	)	)	PUNCT
dpc-2078	138	40	,	,	PUNCT
dpc-2078	138	41	and	and	CCONJ
dpc-2078	138	42	it	it	PRON
dpc-2078	138	43	was	be	AUX
dpc-2078	138	44	not	not	PART
dpc-2078	138	45	selected	select	VERB
dpc-2078	138	46	by	by	ADP
dpc-2078	138	47	multiple	multiple	ADJ
dpc-2078	138	48	regression	regression	NOUN
dpc-2078	138	49	analysis	analysis	NOUN
dpc-2078	138	50	.	.	PUNCT
dpc-2078	139	1	indeed	indeed	ADV
dpc-2078	139	2	,	,	PUNCT
dpc-2078	139	3	our	our	PRON
dpc-2078	139	4	an	an	DET
dpc-2078	139	5	group	group	NOUN
dpc-2078	139	6	population	population	NOUN
dpc-2078	139	7	hosts	host	VERB
dpc-2078	139	8	a	a	DET
dpc-2078	139	9	considerable	considerable	ADJ
dpc-2078	139	10	quote	quote	NOUN
dpc-2078	139	11	of	of	ADP
dpc-2078	139	12	patients	patient	NOUN
dpc-2078	139	13	with	with	ADP
dpc-2078	139	14	multiple	multiple	ADJ
dpc-2078	139	15	clark	clark	NOUN
dpc-2078	139	16	nevus	nevus	ADJ
dpc-2078	139	17	phenotype	phenotype	NOUN
dpc-2078	139	18	,	,	PUNCT
dpc-2078	139	19	as	as	SCONJ
dpc-2078	139	20	occur	occur	VERB
dpc-2078	139	21	in	in	ADP
dpc-2078	139	22	many	many	ADJ
dpc-2078	139	23	second	second	ADJ
dpc-2078	139	24	level	level	NOUN
dpc-2078	139	25	referring	referring	NOUN
dpc-2078	139	26	ambulatories	ambulatory	NOUN
dpc-2078	139	27	for	for	ADP
dpc-2078	139	28	screening	screening	NOUN
dpc-2078	139	29	and	and	CCONJ
dpc-2078	139	30	follow	follow	VERB
dpc-2078	139	31	-	-	PUNCT
dpc-2078	139	32	up	up	NOUN
dpc-2078	139	33	.	.	PUNCT
dpc-2078	140	1	there	there	PRON
dpc-2078	140	2	are	be	VERB
dpc-2078	140	3	however	however	ADV
dpc-2078	140	4	data	datum	NOUN
dpc-2078	140	5	suggesting	suggest	VERB
dpc-2078	140	6	that	that	SCONJ
dpc-2078	140	7	the	the	DET
dpc-2078	140	8	mm	mm	PROPN
dpc-2078	140	9	incidence	incidence	NOUN
dpc-2078	140	10	is	be	AUX
dpc-2078	140	11	higher	high	ADJ
dpc-2078	140	12	in	in	ADP
dpc-2078	140	13	patients	patient	NOUN
dpc-2078	140	14	with	with	ADP
dpc-2078	140	15	multiple	multiple	ADJ
dpc-2078	140	16	an	an	DET
dpc-2078	140	17	/	/	SYM
dpc-2078	140	18	clark	clark	NOUN
dpc-2078	140	19	nevi	nevi	NOUN
dpc-2078	140	20	in	in	ADP
dpc-2078	140	21	addition	addition	NOUN
dpc-2078	140	22	to	to	ADP
dpc-2078	140	23	a	a	DET
dpc-2078	140	24	family	family	NOUN
dpc-2078	140	25	history	history	NOUN
dpc-2078	140	26	of	of	ADP
dpc-2078	140	27	melanoma	melanoma	NOUN
dpc-2078	140	28	among	among	ADP
dpc-2078	140	29	relatives	relative	NOUN
dpc-2078	140	30	with	with	ADP
dpc-2078	140	31	the	the	DET
dpc-2078	140	32	same	same	ADJ
dpc-2078	140	33	phenotype	phenotype	NOUN
dpc-2078	140	34	,	,	PUNCT
dpc-2078	140	35	but	but	CCONJ
dpc-2078	140	36	low	low	ADJ
dpc-2078	140	37	among	among	ADP
dpc-2078	140	38	people	people	NOUN
dpc-2078	140	39	with	with	ADP
dpc-2078	140	40	sporadic	sporadic	ADJ
dpc-2078	140	41	phenotype	phenotype	NOUN
dpc-2078	140	42	of	of	ADP
dpc-2078	140	43	multiple	multiple	ADJ
dpc-2078	140	44	clark	clark	NOUN
dpc-2078	140	45	nevi	nevi	X
dpc-2078	141	1	[	[	X
dpc-2078	141	2	45,46	45,46	NOUN
dpc-2078	141	3	]	]	PUNCT
dpc-2078	141	4	.	.	PUNCT
dpc-2078	142	1	consequently	consequently	ADV
dpc-2078	142	2	,	,	PUNCT
dpc-2078	142	3	the	the	DET
dpc-2078	142	4	nevus	nevus	ADJ
dpc-2078	142	5	count	count	NOUN
dpc-2078	142	6	is	be	AUX
dpc-2078	142	7	not	not	PART
dpc-2078	142	8	a	a	DET
dpc-2078	142	9	discriminant	discriminant	ADJ
dpc-2078	142	10	variable	variable	NOUN
dpc-2078	142	11	for	for	ADP
dpc-2078	142	12	distinguishing	distinguish	VERB
dpc-2078	142	13	an	an	DET
dpc-2078	142	14	form	form	NOUN
dpc-2078	142	15	ems	em	NOUN
dpc-2078	142	16	,	,	PUNCT
dpc-2078	142	17	but	but	CCONJ
dpc-2078	142	18	should	should	AUX
dpc-2078	142	19	be	be	AUX
dpc-2078	142	20	evaluated	evaluate	VERB
dpc-2078	142	21	along	along	ADP
dpc-2078	142	22	with	with	ADP
dpc-2078	142	23	the	the	DET
dpc-2078	142	24	nevi	nevi	ADJ
dpc-2078	142	25	characteristics	characteristic	NOUN
dpc-2078	142	26	,	,	PUNCT
dpc-2078	142	27	such	such	ADJ
dpc-2078	142	28	as	as	ADP
dpc-2078	142	29	the	the	DET
dpc-2078	142	30	stability	stability	NOUN
dpc-2078	142	31	/	/	SYM
dpc-2078	142	32	change	change	NOUN
dpc-2078	142	33	during	during	ADP
dpc-2078	142	34	follow	follow	NOUN
dpc-2078	142	35	-	-	PUNCT
dpc-2078	142	36	up	up	NOUN
dpc-2078	142	37	and	and	CCONJ
dpc-2078	142	38	additional	additional	ADJ
dpc-2078	142	39	patient	patient	ADJ
dpc-2078	142	40	data	datum	NOUN
dpc-2078	142	41	(	(	PUNCT
dpc-2078	142	42	eg	eg	ADP
dpc-2078	142	43	the	the	DET
dpc-2078	142	44	“	"	PUNCT
dpc-2078	142	45	clark	clark	NOUN
dpc-2078	142	46	phenotype	phenotype	NOUN
dpc-2078	142	47	”	"	PUNCT
dpc-2078	142	48	)	)	PUNCT
dpc-2078	142	49	.	.	PUNCT
dpc-2078	143	1	finally	finally	ADV
dpc-2078	143	2	,	,	PUNCT
dpc-2078	143	3	we	we	PRON
dpc-2078	143	4	took	take	VERB
dpc-2078	143	5	into	into	ADP
dpc-2078	143	6	account	account	NOUN
dpc-2078	143	7	the	the	DET
dpc-2078	143	8	impact	impact	NOUN
dpc-2078	143	9	of	of	ADP
dpc-2078	143	10	all	all	DET
dpc-2078	143	11	physical	physical	ADJ
dpc-2078	143	12	characteristics	characteristic	NOUN
dpc-2078	143	13	related	relate	VERB
dpc-2078	143	14	to	to	ADP
dpc-2078	143	15	melanin	melanin	NOUN
dpc-2078	143	16	type	type	NOUN
dpc-2078	143	17	,	,	PUNCT
dpc-2078	143	18	including	include	VERB
dpc-2078	143	19	the	the	DET
dpc-2078	143	20	skin	skin	NOUN
dpc-2078	143	21	phototype	phototype	NOUN
dpc-2078	143	22	of	of	ADP
dpc-2078	143	23	the	the	DET
dpc-2078	143	24	patient	patient	NOUN
dpc-2078	143	25	,	,	PUNCT
dpc-2078	143	26	its	its	PRON
dpc-2078	143	27	hair	hair	NOUN
dpc-2078	143	28	color	color	NOUN
dpc-2078	143	29	,	,	PUNCT
dpc-2078	143	30	the	the	DET
dpc-2078	143	31	eye	eye	NOUN
dpc-2078	143	32	color	color	NOUN
dpc-2078	143	33	and	and	CCONJ
dpc-2078	143	34	the	the	DET
dpc-2078	143	35	presence	presence	NOUN
dpc-2078	143	36	/	/	SYM
dpc-2078	143	37	absence	absence	NOUN
dpc-2078	143	38	of	of	ADP
dpc-2078	143	39	a	a	DET
dpc-2078	143	40	pheomelanin	pheomelanin	ADJ
dpc-2078	143	41	phenotype	phenotype	NOUN
dpc-2078	143	42	.	.	PUNCT
dpc-2078	144	1	the	the	DET
dpc-2078	144	2	presence	presence	NOUN
dpc-2078	144	3	of	of	ADP
dpc-2078	144	4	blond	blond	ADJ
dpc-2078	144	5	hair	hair	NOUN
dpc-2078	144	6	and	and	CCONJ
dpc-2078	144	7	of	of	ADP
dpc-2078	144	8	blue	blue	ADJ
dpc-2078	144	9	/	/	SYM
dpc-2078	144	10	light	light	ADJ
dpc-2078	144	11	-	-	PUNCT
dpc-2078	144	12	blue	blue	ADJ
dpc-2078	144	13	or	or	CCONJ
dpc-2078	144	14	green	green	ADJ
dpc-2078	144	15	color	color	NOUN
dpc-2078	144	16	were	be	AUX
dpc-2078	144	17	traditionally	traditionally	ADV
dpc-2078	144	18	investigated	investigate	VERB
dpc-2078	144	19	as	as	ADP
dpc-2078	144	20	risk	risk	NOUN
dpc-2078	144	21	factor	factor	NOUN
dpc-2078	144	22	for	for	ADP
dpc-2078	144	23	skin	skin	NOUN
dpc-2078	144	24	cancer	cancer	NOUN
dpc-2078	144	25	[	[	X
dpc-2078	144	26	46	46	NUM
dpc-2078	144	27	-	-	SYM
dpc-2078	144	28	48	48	NUM
dpc-2078	144	29	]	]	PUNCT
dpc-2078	144	30	.	.	PUNCT
dpc-2078	145	1	first	first	ADJ
dpc-2078	145	2	studies	study	NOUN
dpc-2078	145	3	in	in	ADP
dpc-2078	145	4	northern	northern	PROPN
dpc-2078	145	5	europe	europe	PROPN
dpc-2078	145	6	population	population	NOUN
dpc-2078	145	7	-	-	PUNCT
dpc-2078	145	8	based	base	VERB
dpc-2078	145	9	studies	study	NOUN
dpc-2078	145	10	,	,	PUNCT
dpc-2078	145	11	the	the	DET
dpc-2078	145	12	light	light	ADJ
dpc-2078	145	13	eye	eye	NOUN
dpc-2078	145	14	color	color	NOUN
dpc-2078	145	15	emerged	emerge	VERB
dpc-2078	145	16	as	as	ADP
dpc-2078	145	17	independently	independently	ADV
dpc-2078	145	18	associated	associate	VERB
dpc-2078	145	19	risk	risk	NOUN
dpc-2078	145	20	factor	factor	NOUN
dpc-2078	145	21	for	for	ADP
dpc-2078	145	22	mm	mm	PROPN
dpc-2078	145	23	development	development	NOUN
dpc-2078	145	24	(	(	PUNCT
dpc-2078	145	25	~1.6	~1.6	NOUN
dpc-2078	145	26	-	-	ADJ
dpc-2078	145	27	fold	fold	ADJ
dpc-2078	145	28	higher	high	ADJ
dpc-2078	145	29	risk	risk	NOUN
dpc-2078	145	30	for	for	ADP
dpc-2078	145	31	mm	mm	PROPN
dpc-2078	145	32	compared	compare	VERB
dpc-2078	145	33	with	with	ADP
dpc-2078	145	34	dark	dark	ADJ
dpc-2078	145	35	eyes	eye	NOUN
dpc-2078	145	36	)	)	PUNCT
dpc-2078	145	37	,	,	PUNCT
dpc-2078	145	38	while	while	SCONJ
dpc-2078	145	39	the	the	DET
dpc-2078	145	40	blond	blond	ADJ
dpc-2078	145	41	hair	hair	NOUN
dpc-2078	145	42	color	color	NOUN
dpc-2078	145	43	had	have	VERB
dpc-2078	145	44	moderate	moderate	ADJ
dpc-2078	145	45	risk	risk	NOUN
dpc-2078	145	46	[	[	X
dpc-2078	145	47	45	45	NUM
dpc-2078	145	48	-	-	SYM
dpc-2078	145	49	48	48	NUM
dpc-2078	145	50	]	]	PUNCT
dpc-2078	145	51	;	;	PUNCT
dpc-2078	145	52	more	more	ADV
dpc-2078	145	53	recently	recently	ADV
dpc-2078	145	54	,	,	PUNCT
dpc-2078	145	55	spanish	spanish	ADJ
dpc-2078	145	56	population	population	NOUN
dpc-2078	145	57	-	-	PUNCT
dpc-2078	145	58	based	base	VERB
dpc-2078	145	59	study	study	NOUN
dpc-2078	145	60	revealed	reveal	VERB
dpc-2078	145	61	that	that	SCONJ
dpc-2078	145	62	hair	hair	NOUN
dpc-2078	145	63	and	and	CCONJ
dpc-2078	145	64	eye	eye	NOUN
dpc-2078	145	65	color	color	NOUN
dpc-2078	145	66	did	do	AUX
dpc-2078	145	67	1	1	NUM
dpc-2078	145	68	roc	roc	PROPN
dpc-2078	145	69	curve	curve	NOUN
dpc-2078	145	70	0,9	0,9	NUM
dpc-2078	145	71	0,8	0,8	NUM
dpc-2078	145	72	0,7	0,7	NUM
dpc-2078	145	73	0,6	0,6	NUM
dpc-2078	145	74	0,5	0,5	NUM
dpc-2078	145	75	se	se	PROPN
dpc-2078	145	76	n	n	CCONJ
dpc-2078	145	77	si	si	X
dpc-2078	145	78	ti	ti	X
dpc-2078	145	79	v	v	ADP
dpc-2078	145	80	it	it	PRON
dpc-2078	145	81	y	y	NOUN
dpc-2078	145	82	0,4	0,4	NOUN
dpc-2078	145	83	0,3	0,3	NUM
dpc-2078	145	84	0,2	0,2	NUM
dpc-2078	145	85	0,1	0,1	NUM
dpc-2078	145	86	0	0	NUM
dpc-2078	145	87	0	0	NUM
dpc-2078	145	88	0,1	0,1	NUM
dpc-2078	145	89	0,2	0,2	NUM
dpc-2078	145	90	0,3	0,3	NUM
dpc-2078	145	91	0,4	0,4	NUM
dpc-2078	145	92	0,5	0,5	NUM
dpc-2078	145	93	1	1	NUM
dpc-2078	145	94	-	-	PUNCT
dpc-2078	145	95	specificity	specificity	NOUN
dpc-2078	145	96	idscore	idscore	NOUN
dpc-2078	145	97	idscore	idscore	VERB
dpc-2078	145	98	2021	2021	NUM
dpc-2078	145	99	0,6	0,6	NUM
dpc-2078	145	100	0,7	0,7	NUM
dpc-2078	145	101	0,8	0,8	NUM
dpc-2078	145	102	0,9	0,9	NUM
dpc-2078	145	103	1	1	NUM
dpc-2078	145	104	figure	figure	NOUN
dpc-2078	145	105	3	3	NUM
dpc-2078	145	106	.	.	PUNCT
dpc-2078	146	1	receiver	receiver	ADJ
dpc-2078	146	2	operating	operate	VERB
dpc-2078	146	3	characteristic	characteristic	NOUN
dpc-2078	146	4	(	(	PUNCT
dpc-2078	146	5	roc	roc	PROPN
dpc-2078	146	6	)	)	PUNCT
dpc-2078	146	7	of	of	ADP
dpc-2078	146	8	the	the	DET
dpc-2078	146	9	3	3	NUM
dpc-2078	146	10	integrated	integrate	VERB
dpc-2078	146	11	algorithms	algorithm	NOUN
dpc-2078	146	12	:	:	PUNCT
dpc-2078	146	13	idscore	idscore	NOUN
dpc-2078	146	14	2018	2018	NUM
dpc-2078	146	15	(	(	PUNCT
dpc-2078	146	16	black	black	ADJ
dpc-2078	146	17	)	)	PUNCT
dpc-2078	146	18	and	and	CCONJ
dpc-2078	146	19	idscore	idscore	VERB
dpc-2078	146	20	2021	2021	NUM
dpc-2078	146	21	  	  	SPACE
dpc-2078	146	22	(	(	PUNCT
dpc-2078	146	23	blue	blue	ADJ
dpc-2078	146	24	)	)	PUNCT
dpc-2078	146	25	obtained	obtain	VERB
dpc-2078	146	26	on	on	ADP
dpc-2078	146	27	the	the	DET
dpc-2078	146	28	idscore	idscore	ADJ
dpc-2078	146	29	database	database	NOUN
dpc-2078	146	30	2018	2018	NUM
dpc-2078	146	31	-	-	SYM
dpc-2078	146	32	2020	2020	NUM
dpc-2078	146	33	of	of	ADP
dpc-2078	146	34	324	324	NUM
dpc-2078	146	35	atypical	atypical	ADJ
dpc-2078	146	36	melanocytic	melanocytic	ADJ
dpc-2078	146	37	skin	skin	NOUN
dpc-2078	146	38	lesions	lesion	NOUN
dpc-2078	146	39	.	.	PUNCT
dpc-2078	147	1	the	the	DET
dpc-2078	147	2	segments	segment	NOUN
dpc-2078	147	3	of	of	ADP
dpc-2078	147	4	the	the	DET
dpc-2078	147	5	curves	curve	NOUN
dpc-2078	147	6	represent	represent	VERB
dpc-2078	147	7	cases	case	NOUN
dpc-2078	147	8	obtaining	obtain	VERB
dpc-2078	147	9	the	the	DET
dpc-2078	147	10	same	same	ADJ
dpc-2078	147	11	score	score	NOUN
dpc-2078	147	12	.	.	PUNCT
dpc-2078	148	1	original	original	ADJ
dpc-2078	148	2	article	article	NOUN
dpc-2078	148	3	|	|	ADV
dpc-2078	148	4	dermatol	dermatol	ADJ
dpc-2078	148	5	pract	pract	NOUN
dpc-2078	148	6	concept	concept	NOUN
dpc-2078	148	7	.	.	PUNCT
dpc-2078	149	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	149	2	9	9	NUM
dpc-2078	149	3	not	not	PART
dpc-2078	149	4	show	show	VERB
dpc-2078	149	5	any	any	DET
dpc-2078	149	6	significant	significant	ADJ
dpc-2078	149	7	effects	effect	NOUN
dpc-2078	149	8	even	even	ADV
dpc-2078	149	9	after	after	ADP
dpc-2078	149	10	adjustments	adjustment	NOUN
dpc-2078	149	11	for	for	ADP
dpc-2078	149	12	confounders	confounder	NOUN
dpc-2078	149	13	[	[	X
dpc-2078	149	14	44	44	NUM
dpc-2078	149	15	]	]	PUNCT
dpc-2078	149	16	.	.	PUNCT
dpc-2078	150	1	here	here	ADV
dpc-2078	150	2	in	in	ADP
dpc-2078	150	3	this	this	DET
dpc-2078	150	4	study	study	NOUN
dpc-2078	150	5	based	base	VERB
dpc-2078	150	6	on	on	ADP
dpc-2078	150	7	a	a	DET
dpc-2078	150	8	southern	southern	ADJ
dpc-2078	150	9	european	european	ADJ
dpc-2078	150	10	population	population	NOUN
dpc-2078	150	11	,	,	PUNCT
dpc-2078	150	12	the	the	DET
dpc-2078	150	13	univariate	univariate	ADJ
dpc-2078	150	14	analysis	analysis	NOUN
dpc-2078	150	15	(	(	PUNCT
dpc-2078	150	16	table	table	NOUN
dpc-2078	150	17	1	1	NUM
dpc-2078	150	18	)	)	PUNCT
dpc-2078	150	19	demonstrated	demonstrate	VERB
dpc-2078	150	20	that	that	SCONJ
dpc-2078	150	21	the	the	DET
dpc-2078	150	22	discriminant	discriminant	ADJ
dpc-2078	150	23	independent	independent	ADJ
dpc-2078	150	24	power	power	NOUN
dpc-2078	150	25	of	of	ADP
dpc-2078	150	26	the	the	DET
dpc-2078	150	27	variables	variable	NOUN
dpc-2078	150	28	“	"	PUNCT
dpc-2078	150	29	fair	fair	ADJ
dpc-2078	150	30	phenotype	phenotype	NOUN
dpc-2078	150	31	”	"	PUNCT
dpc-2078	150	32	,	,	PUNCT
dpc-2078	150	33	“	"	PUNCT
dpc-2078	150	34	blonde	blonde	ADJ
dpc-2078	150	35	hair	hair	NOUN
dpc-2078	150	36	”	"	PUNCT
dpc-2078	150	37	and	and	CCONJ
dpc-2078	150	38	“	"	PUNCT
dpc-2078	150	39	green	green	ADJ
dpc-2078	150	40	/	/	SYM
dpc-2078	150	41	light	light	ADJ
dpc-2078	150	42	-	-	PUNCT
dpc-2078	150	43	blue	blue	ADJ
dpc-2078	150	44	/	/	SYM
dpc-2078	150	45	blue	blue	ADJ
dpc-2078	150	46	eyes	eye	NOUN
dpc-2078	150	47	”	"	PUNCT
dpc-2078	150	48	is	be	AUX
dpc-2078	150	49	similar	similar	ADJ
dpc-2078	150	50	.	.	PUNCT
dpc-2078	151	1	moreover	moreover	ADV
dpc-2078	151	2	,	,	PUNCT
dpc-2078	151	3	a	a	DET
dpc-2078	151	4	significant	significant	ADJ
dpc-2078	151	5	discrimination	discrimination	NOUN
dpc-2078	151	6	is	be	AUX
dpc-2078	151	7	obtained	obtain	VERB
dpc-2078	151	8	when	when	SCONJ
dpc-2078	151	9	comparing	compare	VERB
dpc-2078	151	10	phenotypes	phenotype	NOUN
dpc-2078	151	11	i+ii	i+ii	NOUN
dpc-2078	151	12	versus	versus	ADP
dpc-2078	151	13	phenotypes	phenotype	NOUN
dpc-2078	151	14	iii+iv	iii+iv	NOUN
dpc-2078	151	15	,	,	PUNCT
dpc-2078	151	16	in	in	ADP
dpc-2078	151	17	line	line	NOUN
dpc-2078	151	18	with	with	ADP
dpc-2078	151	19	literature	literature	NOUN
dpc-2078	151	20	data	datum	NOUN
dpc-2078	151	21	that	that	PRON
dpc-2078	151	22	assigned	assign	VERB
dpc-2078	151	23	a	a	DET
dpc-2078	151	24	3	3	NUM
dpc-2078	151	25	-	-	ADJ
dpc-2078	151	26	fold	fold	ADJ
dpc-2078	151	27	higher	high	ADJ
dpc-2078	151	28	risk	risk	NOUN
dpc-2078	151	29	for	for	ADP
dpc-2078	151	30	mm	mm	NOUN
dpc-2078	151	31	as	as	ADP
dpc-2078	151	32	compared	compare	VERB
dpc-2078	151	33	with	with	ADP
dpc-2078	151	34	phenotypes	phenotype	NOUN
dpc-2078	151	35	v+vi	v+vi	NOUN
dpc-2078	151	36	[	[	X
dpc-2078	151	37	45	45	NUM
dpc-2078	151	38	]	]	PUNCT
dpc-2078	151	39	.	.	PUNCT
dpc-2078	152	1	however	however	ADV
dpc-2078	152	2	,	,	PUNCT
dpc-2078	152	3	the	the	DET
dpc-2078	152	4	multivariate	multivariate	NOUN
dpc-2078	152	5	logistic	logistic	ADJ
dpc-2078	152	6	regression	regression	NOUN
dpc-2078	152	7	analysis	analysis	NOUN
dpc-2078	152	8	selected	select	VERB
dpc-2078	152	9	the	the	DET
dpc-2078	152	10	variable	variable	ADJ
dpc-2078	152	11	fair	fair	ADJ
dpc-2078	152	12	skin	skin	NOUN
dpc-2078	152	13	phenotype	phenotype	NOUN
dpc-2078	152	14	(	(	PUNCT
dpc-2078	152	15	i	i	PROPN
dpc-2078	152	16	-	-	PUNCT
dpc-2078	152	17	ii	ii	PROPN
dpc-2078	152	18	)	)	PUNCT
dpc-2078	152	19	(	(	PUNCT
dpc-2078	152	20	table	table	NOUN
dpc-2078	152	21	4	4	NUM
dpc-2078	152	22	)	)	PUNCT
dpc-2078	152	23	instead	instead	ADV
dpc-2078	152	24	of	of	ADP
dpc-2078	152	25	the	the	DET
dpc-2078	152	26	two	two	NUM
dpc-2078	152	27	variables	variable	NOUN
dpc-2078	152	28	“	"	PUNCT
dpc-2078	152	29	blonde	blonde	ADJ
dpc-2078	152	30	hair	hair	NOUN
dpc-2078	152	31	”	"	PUNCT
dpc-2078	152	32	and	and	CCONJ
dpc-2078	152	33	“	"	PUNCT
dpc-2078	152	34	light	light	ADJ
dpc-2078	152	35	-	-	PUNCT
dpc-2078	152	36	colored	color	VERB
dpc-2078	152	37	eyes	eye	NOUN
dpc-2078	152	38	”	"	PUNCT
dpc-2078	152	39	:	:	PUNCT
dpc-2078	152	40	these	these	DET
dpc-2078	152	41	two	two	NUM
dpc-2078	152	42	were	be	AUX
dpc-2078	152	43	likely	likely	ADJ
dpc-2078	152	44	to	to	PART
dpc-2078	152	45	be	be	AUX
dpc-2078	152	46	statistically	statistically	ADV
dpc-2078	152	47	“	"	PUNCT
dpc-2078	152	48	absorbed	absorb	VERB
dpc-2078	152	49	”	"	PUNCT
dpc-2078	152	50	by	by	ADP
dpc-2078	152	51	the	the	DET
dpc-2078	152	52	fair	fair	ADJ
dpc-2078	152	53	phototype	phototype	NOUN
dpc-2078	152	54	variable	variable	NOUN
dpc-2078	152	55	,	,	PUNCT
dpc-2078	152	56	which	which	PRON
dpc-2078	152	57	is	be	AUX
dpc-2078	152	58	nevertheless	nevertheless	ADV
dpc-2078	152	59	considered	consider	VERB
dpc-2078	152	60	an	an	DET
dpc-2078	152	61	including	include	VERB
dpc-2078	152	62	category	category	NOUN
dpc-2078	152	63	.	.	PUNCT
dpc-2078	153	1	of	of	ADP
dpc-2078	153	2	converse	converse	PROPN
dpc-2078	153	3	,	,	PUNCT
dpc-2078	153	4	the	the	DET
dpc-2078	153	5	“	"	PUNCT
dpc-2078	153	6	pheomelanin	pheomelanin	ADJ
dpc-2078	153	7	phototype	phototype	NOUN
dpc-2078	153	8	”	"	PUNCT
dpc-2078	153	9	is	be	AUX
dpc-2078	153	10	assessed	assess	VERB
dpc-2078	153	11	in	in	ADP
dpc-2078	153	12	a	a	DET
dpc-2078	153	13	patient	patient	NOUN
dpc-2078	153	14	exhibiting	exhibit	VERB
dpc-2078	153	15	when	when	SCONJ
dpc-2078	153	16	red	red	ADJ
dpc-2078	153	17	/	/	SYM
dpc-2078	153	18	carroty	carroty	NOUN
dpc-2078	153	19	/	/	SYM
dpc-2078	153	20	reddish	reddish	ADJ
dpc-2078	153	21	hair	hair	NOUN
dpc-2078	153	22	,	,	PUNCT
dpc-2078	153	23	pale	pale	ADJ
dpc-2078	153	24	skin	skin	NOUN
dpc-2078	153	25	and	and	CCONJ
dpc-2078	153	26	freckles	freckle	NOUN
dpc-2078	153	27	in	in	ADP
dpc-2078	153	28	combination	combination	NOUN
dpc-2078	153	29	with	with	ADP
dpc-2078	153	30	the	the	DET
dpc-2078	153	31	high	high	ADJ
dpc-2078	153	32	tendency	tendency	NOUN
dpc-2078	153	33	to	to	PART
dpc-2078	153	34	sunburn	sunburn	VERB
dpc-2078	153	35	and/or	and/or	CCONJ
dpc-2078	153	36	inability	inability	NOUN
dpc-2078	153	37	to	to	PART
dpc-2078	153	38	tan	tan	PROPN
dpc-2078	153	39	[	[	X
dpc-2078	153	40	45	45	NUM
dpc-2078	153	41	-	-	SYM
dpc-2078	153	42	50	50	NUM
dpc-2078	153	43	]	]	PUNCT
dpc-2078	153	44	.	.	PUNCT
dpc-2078	154	1	recent	recent	ADJ
dpc-2078	154	2	molecular	molecular	ADJ
dpc-2078	154	3	studies	study	NOUN
dpc-2078	154	4	in	in	ADP
dpc-2078	154	5	vitro	vitro	X
dpc-2078	154	6	and	and	CCONJ
dpc-2078	154	7	in	in	ADP
dpc-2078	154	8	vivo	vivo	NOUN
dpc-2078	154	9	on	on	ADP
dpc-2078	154	10	mouse	mouse	NOUN
dpc-2078	154	11	models	model	NOUN
dpc-2078	154	12	(	(	PUNCT
dpc-2078	154	13	including	include	VERB
dpc-2078	154	14	inactivated	inactivated	ADJ
dpc-2078	154	15	mutation	mutation	NOUN
dpc-2078	154	16	of	of	ADP
dpc-2078	154	17	the	the	DET
dpc-2078	154	18	mc1r	mc1r	PROPN
dpc-2078	154	19	gene	gene	NOUN
dpc-2078	154	20	and	and	CCONJ
dpc-2078	154	21	brafv600e	brafv600e	VERB
dpc-2078	154	22	mutation	mutation	NOUN
dpc-2078	154	23	)	)	PUNCT
dpc-2078	154	24	suggest	suggest	VERB
dpc-2078	154	25	that	that	SCONJ
dpc-2078	154	26	the	the	DET
dpc-2078	154	27	pheomelanin	pheomelanin	ADJ
dpc-2078	154	28	phenotype	phenotype	NOUN
dpc-2078	154	29	may	may	AUX
dpc-2078	154	30	facilitate	facilitate	VERB
dpc-2078	154	31	skin	skin	NOUN
dpc-2078	154	32	carcinogenesis	carcinogenesis	NOUN
dpc-2078	154	33	through	through	ADP
dpc-2078	154	34	either	either	CCONJ
dpc-2078	154	35	an	an	DET
dpc-2078	154	36	uv	uv	NOUN
dpc-2078	154	37	-	-	PUNCT
dpc-2078	154	38	dependent	dependent	ADJ
dpc-2078	154	39	(	(	PUNCT
dpc-2078	154	40	ie	ie	X
dpc-2078	154	41	accumulation	accumulation	NOUN
dpc-2078	154	42	of	of	ADP
dpc-2078	154	43	dna	dna	PROPN
dpc-2078	154	44	damage	damage	NOUN
dpc-2078	154	45	through	through	ADP
dpc-2078	154	46	oxidative	oxidative	ADJ
dpc-2078	154	47	stress	stress	NOUN
dpc-2078	154	48	)	)	PUNCT
dpc-2078	154	49	and	and	CCONJ
dpc-2078	154	50	an	an	DET
dpc-2078	154	51	uv	uv	NOUN
dpc-2078	154	52	-	-	PUNCT
dpc-2078	154	53	independent	independent	ADJ
dpc-2078	154	54	pathway	pathway	NOUN
dpc-2078	155	1	[	[	X
dpc-2078	155	2	49	49	NUM
dpc-2078	155	3	-	-	SYM
dpc-2078	155	4	50	50	NUM
dpc-2078	155	5	]	]	PUNCT
dpc-2078	155	6	.	.	PUNCT
dpc-2078	156	1	it	it	PRON
dpc-2078	156	2	is	be	AUX
dpc-2078	156	3	understood	understand	VERB
dpc-2078	156	4	that	that	SCONJ
dpc-2078	156	5	this	this	DET
dpc-2078	156	6	parameter	parameter	NOUN
dpc-2078	156	7	should	should	AUX
dpc-2078	156	8	be	be	AUX
dpc-2078	156	9	regarded	regard	VERB
dpc-2078	156	10	as	as	ADP
dpc-2078	156	11	a	a	DET
dpc-2078	156	12	body	body	NOUN
dpc-2078	156	13	-	-	PUNCT
dpc-2078	156	14	site	site	NOUN
dpc-2078	156	15	and	and	CCONJ
dpc-2078	156	16	sun	sun	NOUN
dpc-2078	156	17	-	-	PUNCT
dpc-2078	156	18	exposure	exposure	NOUN
dpc-2078	156	19	independent	independent	ADJ
dpc-2078	156	20	risk	risk	NOUN
dpc-2078	156	21	factor	factor	NOUN
dpc-2078	156	22	for	for	ADP
dpc-2078	156	23	mm	mm	PROPN
dpc-2078	156	24	,	,	PUNCT
dpc-2078	156	25	with	with	ADP
dpc-2078	156	26	reported	report	VERB
dpc-2078	156	27	with	with	ADP
dpc-2078	156	28	rates	rate	NOUN
dpc-2078	156	29	between	between	ADP
dpc-2078	156	30	1.4	1.4	NUM
dpc-2078	156	31	and	and	CCONJ
dpc-2078	156	32	3	3	NUM
dpc-2078	157	1	[	[	SYM
dpc-2078	157	2	45	45	NUM
dpc-2078	157	3	-	-	SYM
dpc-2078	157	4	48	48	NUM
dpc-2078	157	5	]	]	PUNCT
dpc-2078	157	6	.	.	PUNCT
dpc-2078	158	1	we	we	PRON
dpc-2078	158	2	indeed	indeed	ADV
dpc-2078	158	3	observed	observe	VERB
dpc-2078	158	4	a	a	DET
dpc-2078	158	5	discriminant	discriminant	ADJ
dpc-2078	158	6	power	power	NOUN
dpc-2078	158	7	for	for	ADP
dpc-2078	158	8	this	this	DET
dpc-2078	158	9	parameter	parameter	NOUN
dpc-2078	158	10	in	in	ADP
dpc-2078	158	11	the	the	DET
dpc-2078	158	12	dd	dd	NOUN
dpc-2078	158	13	between	between	ADP
dpc-2078	158	14	an	an	PRON
dpc-2078	158	15	and	and	CCONJ
dpc-2078	158	16	ems	ems	PROPN
dpc-2078	158	17	(	(	PUNCT
dpc-2078	158	18	p	p	X
dpc-2078	158	19	=	=	NOUN
dpc-2078	158	20	0.005	0.005	NUM
dpc-2078	158	21	)	)	PUNCT
dpc-2078	158	22	according	accord	VERB
dpc-2078	158	23	to	to	ADP
dpc-2078	158	24	univariate	univariate	ADJ
dpc-2078	158	25	analysis	analysis	NOUN
dpc-2078	158	26	(	(	PUNCT
dpc-2078	158	27	table	table	NOUN
dpc-2078	158	28	1	1	NUM
dpc-2078	158	29	)	)	PUNCT
dpc-2078	158	30	.	.	PUNCT
dpc-2078	159	1	when	when	SCONJ
dpc-2078	159	2	comparing	compare	VERB
dpc-2078	159	3	the	the	DET
dpc-2078	159	4	new	new	ADJ
dpc-2078	159	5	idscore	idscore	NOUN
dpc-2078	159	6	2021	2021	NUM
dpc-2078	159	7	checklist	checklist	NOUN
dpc-2078	159	8	with	with	ADP
dpc-2078	159	9	its	its	PRON
dpc-2078	159	10	precursor	precursor	NOUN
dpc-2078	159	11	idscore	idscore	NOUN
dpc-2078	159	12	2018	2018	NUM
dpc-2078	159	13	(	(	PUNCT
dpc-2078	159	14	table	table	NOUN
dpc-2078	159	15	4	4	NUM
dpc-2078	159	16	)	)	PUNCT
dpc-2078	159	17	,	,	PUNCT
dpc-2078	159	18	some	some	DET
dpc-2078	159	19	differences	difference	NOUN
dpc-2078	159	20	can	can	AUX
dpc-2078	159	21	be	be	AUX
dpc-2078	159	22	highlighted	highlight	VERB
dpc-2078	159	23	.	.	PUNCT
dpc-2078	160	1	first	first	ADV
dpc-2078	160	2	,	,	PUNCT
dpc-2078	160	3	the	the	DET
dpc-2078	160	4	training	training	NOUN
dpc-2078	160	5	phase	phase	NOUN
dpc-2078	160	6	was	be	AUX
dpc-2078	160	7	based	base	VERB
dpc-2078	160	8	on	on	ADP
dpc-2078	160	9	a	a	DET
dpc-2078	160	10	total	total	NOUN
dpc-2078	160	11	of	of	ADP
dpc-2078	160	12	19	19	NUM
dpc-2078	160	13	parameters	parameter	NOUN
dpc-2078	160	14	(	(	PUNCT
dpc-2078	160	15	3	3	NUM
dpc-2078	160	16	anamnestic	anamnestic	ADJ
dpc-2078	160	17	risk	risk	NOUN
dpc-2078	160	18	factors	factor	NOUN
dpc-2078	160	19	+	+	CCONJ
dpc-2078	160	20	5	5	NUM
dpc-2078	160	21	phenotypic	phenotypic	ADJ
dpc-2078	160	22	risk	risk	NOUN
dpc-2078	160	23	factors	factor	NOUN
dpc-2078	160	24	+	+	CCONJ
dpc-2078	160	25	2	2	NUM
dpc-2078	160	26	anagraphic	anagraphic	ADJ
dpc-2078	160	27	data	datum	NOUN
dpc-2078	160	28	+	+	CCONJ
dpc-2078	160	29	2	2	NUM
dpc-2078	160	30	amsl	amsl	NOUN
dpc-2078	160	31	data	datum	NOUN
dpc-2078	160	32	+	+	CCONJ
dpc-2078	160	33	7	7	NUM
dpc-2078	160	34	amsls	amsls	NOUN
dpc-2078	160	35	dermoscopic	dermoscopic	NOUN
dpc-2078	160	36	features	feature	NOUN
dpc-2078	160	37	)	)	PUNCT
dpc-2078	160	38	instead	instead	ADV
dpc-2078	160	39	of	of	ADP
dpc-2078	160	40	the	the	DET
dpc-2078	160	41	10	10	NUM
dpc-2078	160	42	parameters	parameter	NOUN
dpc-2078	160	43	(	(	PUNCT
dpc-2078	160	44	2	2	NUM
dpc-2078	160	45	anagraphic	anagraphic	ADJ
dpc-2078	160	46	data	datum	NOUN
dpc-2078	160	47	+	+	CCONJ
dpc-2078	160	48	2	2	NUM
dpc-2078	160	49	amsl	amsl	NOUN
dpc-2078	160	50	data	datum	NOUN
dpc-2078	160	51	+	+	CCONJ
dpc-2078	160	52	7	7	NUM
dpc-2078	160	53	amsls	amsls	NOUN
dpc-2078	160	54	dermoscopic	dermoscopic	NOUN
dpc-2078	160	55	features	feature	NOUN
dpc-2078	160	56	)	)	PUNCT
dpc-2078	160	57	of	of	ADP
dpc-2078	160	58	the	the	DET
dpc-2078	160	59	idscore	idscore	NOUN
dpc-2078	160	60	2018	2018	NUM
dpc-2078	160	61	.	.	PUNCT
dpc-2078	161	1	second	second	ADJ
dpc-2078	161	2	,	,	PUNCT
dpc-2078	161	3	some	some	DET
dpc-2078	161	4	modifications	modification	NOUN
dpc-2078	161	5	were	be	AUX
dpc-2078	161	6	applied	apply	VERB
dpc-2078	161	7	in	in	ADP
dpc-2078	161	8	order	order	NOUN
dpc-2078	161	9	to	to	PART
dpc-2078	161	10	simplify	simplify	VERB
dpc-2078	161	11	the	the	DET
dpc-2078	161	12	checklist	checklist	ADJ
dpc-2078	161	13	final	final	ADJ
dpc-2078	161	14	use	use	NOUN
dpc-2078	161	15	:	:	PUNCT
dpc-2078	161	16	estimation	estimation	NOUN
dpc-2078	161	17	of	of	ADP
dpc-2078	161	18	3	3	NUM
dpc-2078	161	19	age	age	NOUN
dpc-2078	161	20	groups	group	NOUN
dpc-2078	161	21	with	with	ADP
dpc-2078	161	22	different	different	ADJ
dpc-2078	161	23	coefficient	coefficient	NOUN
dpc-2078	161	24	instead	instead	ADV
dpc-2078	161	25	of	of	ADP
dpc-2078	161	26	using	use	VERB
dpc-2078	161	27	4	4	NUM
dpc-2078	161	28	age	age	NOUN
dpc-2078	161	29	groups	group	NOUN
dpc-2078	161	30	;	;	PUNCT
dpc-2078	161	31	selection	selection	NOUN
dpc-2078	161	32	of	of	ADP
dpc-2078	161	33	one	one	NUM
dpc-2078	161	34	body	body	NOUN
dpc-2078	161	35	area	area	NOUN
dpc-2078	161	36	with	with	ADP
dpc-2078	161	37	the	the	DET
dpc-2078	161	38	high	high	ADJ
dpc-2078	161	39	discriminant	discriminant	NOUN
dpc-2078	161	40	power	power	NOUN
dpc-2078	161	41	,	,	PUNCT
dpc-2078	161	42	instead	instead	ADV
dpc-2078	161	43	of	of	ADP
dpc-2078	161	44	using	use	VERB
dpc-2078	161	45	3	3	NUM
dpc-2078	161	46	body	body	NOUN
dpc-2078	161	47	areas	area	NOUN
dpc-2078	161	48	;	;	PUNCT
dpc-2078	161	49	reduction	reduction	NOUN
dpc-2078	161	50	of	of	ADP
dpc-2078	161	51	dermoscopic	dermoscopic	NOUN
dpc-2078	161	52	variables	variable	NOUN
dpc-2078	161	53	from	from	ADP
dpc-2078	161	54	7	7	NUM
dpc-2078	161	55	to	to	PART
dpc-2078	161	56	4	4	NUM
dpc-2078	161	57	.	.	PUNCT
dpc-2078	162	1	concerning	concern	VERB
dpc-2078	162	2	this	this	DET
dpc-2078	162	3	final	final	ADJ
dpc-2078	162	4	selection	selection	NOUN
dpc-2078	162	5	of	of	ADP
dpc-2078	162	6	4	4	NUM
dpc-2078	162	7	inter	inter	ADJ
dpc-2078	162	8	-	-	ADJ
dpc-2078	162	9	dependently	dependently	ADV
dpc-2078	162	10	significant	significant	ADJ
dpc-2078	162	11	dermoscopic	dermoscopic	ADJ
dpc-2078	162	12	variables	variable	NOUN
dpc-2078	162	13	,	,	PUNCT
dpc-2078	162	14	the	the	DET
dpc-2078	162	15	3	3	NUM
dpc-2078	162	16	left	leave	VERB
dpc-2078	162	17	out	out	ADP
dpc-2078	162	18	were	be	AUX
dpc-2078	162	19	:	:	PUNCT
dpc-2078	162	20	white	white	ADJ
dpc-2078	162	21	scar	scar	NOUN
dpc-2078	162	22	-	-	PUNCT
dpc-2078	162	23	like	like	ADJ
dpc-2078	162	24	areas	area	NOUN
dpc-2078	162	25	,	,	PUNCT
dpc-2078	162	26	shiny	shiny	ADJ
dpc-2078	162	27	white	white	ADJ
dpc-2078	162	28	streaks	streak	NOUN
dpc-2078	162	29	and	and	CCONJ
dpc-2078	162	30	atypical	atypical	ADJ
dpc-2078	162	31	network	network	NOUN
dpc-2078	162	32	.	.	PUNCT
dpc-2078	163	1	white	white	ADJ
dpc-2078	163	2	scar	scar	NOUN
dpc-2078	163	3	-	-	PUNCT
dpc-2078	163	4	like	like	ADJ
dpc-2078	163	5	areas	area	NOUN
dpc-2078	163	6	and	and	CCONJ
dpc-2078	163	7	shiny	shiny	ADJ
dpc-2078	163	8	white	white	ADJ
dpc-2078	163	9	streaks	streak	NOUN
dpc-2078	163	10	were	be	AUX
dpc-2078	163	11	significant	significant	ADJ
dpc-2078	163	12	in	in	ADP
dpc-2078	163	13	the	the	DET
dpc-2078	163	14	univariate	univariate	ADJ
dpc-2078	163	15	analysis	analysis	NOUN
dpc-2078	163	16	,	,	PUNCT
dpc-2078	163	17	but	but	CCONJ
dpc-2078	163	18	not	not	PART
dpc-2078	163	19	in	in	ADP
dpc-2078	163	20	the	the	DET
dpc-2078	163	21	multivariate	multivariate	NOUN
dpc-2078	163	22	analysis	analysis	NOUN
dpc-2078	163	23	,	,	PUNCT
dpc-2078	163	24	as	as	SCONJ
dpc-2078	163	25	they	they	PRON
dpc-2078	163	26	did	do	AUX
dpc-2078	163	27	not	not	PART
dpc-2078	163	28	reached	reach	VERB
dpc-2078	163	29	significant	significant	ADJ
dpc-2078	163	30	numerosity	numerosity	NOUN
dpc-2078	163	31	in	in	ADP
dpc-2078	163	32	the	the	DET
dpc-2078	163	33	whole	whole	ADJ
dpc-2078	163	34	dataset	dataset	NOUN
dpc-2078	163	35	.	.	PUNCT
dpc-2078	164	1	importantly	importantly	ADV
dpc-2078	164	2	,	,	PUNCT
dpc-2078	164	3	the	the	DET
dpc-2078	164	4	atypical	atypical	ADJ
dpc-2078	164	5	network	network	NOUN
dpc-2078	164	6	was	be	AUX
dpc-2078	164	7	similarly	similarly	ADV
dpc-2078	164	8	observed	observe	VERB
dpc-2078	164	9	in	in	ADP
dpc-2078	164	10	both	both	CCONJ
dpc-2078	164	11	the	the	DET
dpc-2078	164	12	an	an	NOUN
dpc-2078	164	13	and	and	CCONJ
dpc-2078	164	14	the	the	DET
dpc-2078	164	15	emm	emm	PROPN
dpc-2078	164	16	groups	group	NOUN
dpc-2078	164	17	(	(	PUNCT
dpc-2078	164	18	89.1	89.1	NUM
dpc-2078	164	19	%	%	NOUN
dpc-2078	164	20	and	and	CCONJ
dpc-2078	164	21	89.7	89.7	NUM
dpc-2078	164	22	%	%	NOUN
dpc-2078	164	23	of	of	ADP
dpc-2078	164	24	cases	case	NOUN
dpc-2078	164	25	,	,	PUNCT
dpc-2078	164	26	respectively	respectively	ADV
dpc-2078	164	27	)	)	PUNCT
dpc-2078	164	28	(	(	PUNCT
dpc-2078	164	29	table	table	NOUN
dpc-2078	164	30	1	1	NUM
dpc-2078	164	31	)	)	PUNCT
dpc-2078	164	32	thus	thus	ADV
dpc-2078	164	33	can	can	AUX
dpc-2078	164	34	not	not	PART
dpc-2078	164	35	be	be	AUX
dpc-2078	164	36	considered	consider	VERB
dpc-2078	164	37	a	a	DET
dpc-2078	164	38	discriminant	discriminant	ADJ
dpc-2078	164	39	factor	factor	NOUN
dpc-2078	164	40	.	.	PUNCT
dpc-2078	165	1	thus	thus	ADV
dpc-2078	165	2	,	,	PUNCT
dpc-2078	165	3	the	the	DET
dpc-2078	165	4	differential	differential	ADJ
dpc-2078	165	5	diagnosis	diagnosis	NOUN
dpc-2078	165	6	of	of	ADP
dpc-2078	165	7	an	an	DET
dpc-2078	165	8	and	and	CCONJ
dpc-2078	165	9	emm	emm	PROPN
dpc-2078	165	10	equivocal	equivocal	ADJ
dpc-2078	165	11	images	image	NOUN
dpc-2078	165	12	,	,	PUNCT
dpc-2078	165	13	concerning	concern	VERB
dpc-2078	165	14	this	this	DET
dpc-2078	165	15	monocentric	monocentric	ADJ
dpc-2078	165	16	dataset	dataset	NOUN
dpc-2078	165	17	,	,	PUNCT
dpc-2078	165	18	relies	rely	VERB
dpc-2078	165	19	essentially	essentially	ADV
dpc-2078	165	20	on	on	ADP
dpc-2078	165	21	the	the	DET
dpc-2078	165	22	combination	combination	NOUN
dpc-2078	165	23	of	of	ADP
dpc-2078	165	24	4	4	NUM
dpc-2078	165	25	dermoscopic	dermoscopic	ADJ
dpc-2078	165	26	variables	variable	NOUN
dpc-2078	165	27	:	:	PUNCT
dpc-2078	165	28	“	"	PUNCT
dpc-2078	165	29	blue	blue	ADJ
dpc-2078	165	30	white	white	ADJ
dpc-2078	165	31	veil	veil	NOUN
dpc-2078	165	32	”	"	PUNCT
dpc-2078	165	33	,	,	PUNCT
dpc-2078	165	34	“	"	PUNCT
dpc-2078	165	35	irregular	irregular	ADJ
dpc-2078	165	36	streaks	streak	NOUN
dpc-2078	165	37	,	,	PUNCT
dpc-2078	165	38	irregular	irregular	ADJ
dpc-2078	165	39	dots	dot	NOUN
dpc-2078	165	40	and	and	CCONJ
dpc-2078	165	41	globules	globules	PROPN
dpc-2078	165	42	”	"	PUNCT
dpc-2078	165	43	and	and	CCONJ
dpc-2078	165	44	“	"	PUNCT
dpc-2078	165	45	blue	blue	ADJ
dpc-2078	165	46	gray	gray	ADJ
dpc-2078	165	47	peppering	peppering	NOUN
dpc-2078	165	48	”	"	PUNCT
dpc-2078	165	49	(	(	PUNCT
dpc-2078	165	50	table	table	NOUN
dpc-2078	165	51	4	4	NUM
dpc-2078	165	52	)	)	PUNCT
dpc-2078	165	53	.	.	PUNCT
dpc-2078	166	1	third	third	ADJ
dpc-2078	166	2	,	,	PUNCT
dpc-2078	166	3	for	for	ADP
dpc-2078	166	4	the	the	DET
dpc-2078	166	5	final	final	ADJ
dpc-2078	166	6	checklist	checklist	NOUN
dpc-2078	166	7	composition	composition	NOUN
dpc-2078	166	8	,	,	PUNCT
dpc-2078	166	9	the	the	DET
dpc-2078	166	10	selection	selection	NOUN
dpc-2078	166	11	based	base	VERB
dpc-2078	166	12	on	on	ADP
dpc-2078	166	13	multivariate	multivariate	NOUN
dpc-2078	166	14	analysis	analysis	NOUN
dpc-2078	166	15	was	be	AUX
dpc-2078	166	16	restricted	restrict	VERB
dpc-2078	166	17	to	to	ADP
dpc-2078	166	18	the	the	DET
dpc-2078	166	19	most	most	ADV
dpc-2078	166	20	relevant	relevant	ADJ
dpc-2078	166	21	interdependent	interdependent	ADJ
dpc-2078	166	22	9	9	NUM
dpc-2078	166	23	integrated	integrate	VERB
dpc-2078	166	24	variables	variable	NOUN
dpc-2078	166	25	,	,	PUNCT
dpc-2078	166	26	to	to	PART
dpc-2078	166	27	respect	respect	VERB
dpc-2078	166	28	the	the	DET
dpc-2078	166	29	feasibility	feasibility	NOUN
dpc-2078	166	30	requirement	requirement	NOUN
dpc-2078	166	31	for	for	ADP
dpc-2078	166	32	using	use	VERB
dpc-2078	166	33	the	the	DET
dpc-2078	166	34	checklist	checklist	NOUN
dpc-2078	166	35	in	in	ADP
dpc-2078	166	36	daily	daily	ADJ
dpc-2078	166	37	practice	practice	NOUN
dpc-2078	166	38	without	without	ADP
dpc-2078	166	39	reducing	reduce	VERB
dpc-2078	166	40	the	the	DET
dpc-2078	166	41	accuracy	accuracy	NOUN
dpc-2078	166	42	[	[	X
dpc-2078	166	43	1,13	1,13	NUM
dpc-2078	166	44	]	]	PUNCT
dpc-2078	166	45	.	.	PUNCT
dpc-2078	167	1	fourth	fourth	ADJ
dpc-2078	167	2	,	,	PUNCT
dpc-2078	167	3	the	the	DET
dpc-2078	167	4	total	total	ADJ
dpc-2078	167	5	score	score	NOUN
dpc-2078	167	6	range	range	NOUN
dpc-2078	167	7	of	of	ADP
dpc-2078	167	8	idscore	idscore	NOUN
dpc-2078	167	9	2021	2021	NUM
dpc-2078	167	10	is	be	AUX
dpc-2078	167	11	wider	wide	ADJ
dpc-2078	167	12	,	,	PUNCT
dpc-2078	167	13	from	from	ADP
dpc-2078	167	14	0	0	NUM
dpc-2078	167	15	to	to	ADP
dpc-2078	167	16	18	18	NUM
dpc-2078	167	17	,	,	PUNCT
dpc-2078	167	18	while	while	SCONJ
dpc-2078	167	19	for	for	ADP
dpc-2078	167	20	idscore	idscore	NOUN
dpc-2078	167	21	2018	2018	NUM
dpc-2078	167	22	was	be	AUX
dpc-2078	167	23	0	0	NUM
dpc-2078	167	24	-	-	SYM
dpc-2078	167	25	16	16	NUM
dpc-2078	167	26	(	(	PUNCT
dpc-2078	167	27	table	table	NOUN
dpc-2078	167	28	4	4	NUM
dpc-2078	167	29	,	,	PUNCT
dpc-2078	167	30	figures	figure	NOUN
dpc-2078	167	31	1	1	NUM
dpc-2078	167	32	and	and	CCONJ
dpc-2078	167	33	2	2	NUM
dpc-2078	167	34	)	)	PUNCT
dpc-2078	167	35	.	.	PUNCT
dpc-2078	168	1	concerning	concern	VERB
dpc-2078	168	2	the	the	DET
dpc-2078	168	3	performance	performance	NOUN
dpc-2078	168	4	comparison	comparison	NOUN
dpc-2078	168	5	of	of	ADP
dpc-2078	168	6	the	the	DET
dpc-2078	168	7	two	two	NUM
dpc-2078	168	8	models	model	NOUN
dpc-2078	168	9	,	,	PUNCT
dpc-2078	168	10	when	when	SCONJ
dpc-2078	168	11	tested	test	VERB
dpc-2078	168	12	on	on	ADP
dpc-2078	168	13	the	the	DET
dpc-2078	168	14	same	same	ADJ
dpc-2078	168	15	monocentric	monocentric	ADJ
dpc-2078	168	16	dataset	dataset	NOUN
dpc-2078	168	17	of	of	ADP
dpc-2078	168	18	324	324	NUM
dpc-2078	168	19	amsl	amsl	NOUN
dpc-2078	168	20	,	,	PUNCT
dpc-2078	168	21	the	the	DET
dpc-2078	168	22	new	new	ADJ
dpc-2078	168	23	idscore	idscore	NOUN
dpc-2078	168	24	2021	2021	NUM
dpc-2078	168	25	appeared	appear	VERB
dpc-2078	168	26	to	to	PART
dpc-2078	168	27	be	be	AUX
dpc-2078	168	28	more	more	ADV
dpc-2078	168	29	accurate	accurate	ADJ
dpc-2078	168	30	(	(	PUNCT
dpc-2078	168	31	roc	roc	PROPN
dpc-2078	168	32	area=92	area=92	PROPN
dpc-2078	168	33	%	%	NOUN
dpc-2078	168	34	,	,	PUNCT
dpc-2078	168	35	se=98	se=98	PROPN
dpc-2078	168	36	%	%	NOUN
dpc-2078	168	37	,	,	PUNCT
dpc-2078	168	38	sp=50	sp=50	ADJ
dpc-2078	168	39	%	%	NOUN
dpc-2078	168	40	)	)	PUNCT
dpc-2078	168	41	then	then	ADV
dpc-2078	168	42	the	the	DET
dpc-2078	168	43	idscore	idscore	ADJ
dpc-2078	168	44	2018	2018	NUM
dpc-2078	168	45	(	(	PUNCT
dpc-2078	168	46	roc	roc	PROPN
dpc-2078	168	47	area	area	NOUN
dpc-2078	168	48	=	=	NOUN
dpc-2078	168	49	90	90	NUM
dpc-2078	168	50	%	%	NOUN
dpc-2078	168	51	,	,	PUNCT
dpc-2078	168	52	se	se	X
dpc-2078	168	53	=	=	SYM
dpc-2078	168	54	97	97	NUM
dpc-2078	168	55	%	%	NOUN
dpc-2078	168	56	,	,	PUNCT
dpc-2078	168	57	sp	sp	ADP
dpc-2078	168	58	=	=	SYM
dpc-2078	168	59	48	48	NUM
dpc-2078	168	60	%	%	NOUN
dpc-2078	168	61	)	)	PUNCT
dpc-2078	168	62	(	(	PUNCT
dpc-2078	168	63	table	table	NOUN
dpc-2078	168	64	4	4	NUM
dpc-2078	168	65	,	,	PUNCT
dpc-2078	168	66	figure	figure	NOUN
dpc-2078	168	67	3	3	NUM
dpc-2078	168	68	)	)	PUNCT
dpc-2078	168	69	,	,	PUNCT
dpc-2078	168	70	and	and	CCONJ
dpc-2078	168	71	to	to	PART
dpc-2078	168	72	surpass	surpass	VERB
dpc-2078	168	73	the	the	DET
dpc-2078	168	74	experts	expert	NOUN
dpc-2078	168	75	in	in	ADP
dpc-2078	168	76	terms	term	NOUN
dpc-2078	168	77	of	of	ADP
dpc-2078	168	78	se	se	X
dpc-2078	168	79	(	(	PUNCT
dpc-2078	168	80	+13	+13	NUM
dpc-2078	168	81	%	%	NOUN
dpc-2078	168	82	)	)	PUNCT
dpc-2078	168	83	and	and	CCONJ
dpc-2078	168	84	sp	sp	ADP
dpc-2078	168	85	(	(	PUNCT
dpc-2078	168	86	+9	+9	NOUN
dpc-2078	168	87	%	%	NOUN
dpc-2078	168	88	)	)	PUNCT
dpc-2078	168	89	.	.	PUNCT
dpc-2078	169	1	the	the	DET
dpc-2078	169	2	present	present	ADJ
dpc-2078	169	3	study	study	NOUN
dpc-2078	169	4	has	have	VERB
dpc-2078	169	5	some	some	DET
dpc-2078	169	6	limitations	limitation	NOUN
dpc-2078	169	7	.	.	PUNCT
dpc-2078	170	1	first	first	ADV
dpc-2078	170	2	,	,	PUNCT
dpc-2078	170	3	although	although	SCONJ
dpc-2078	170	4	the	the	DET
dpc-2078	170	5	number	number	NOUN
dpc-2078	170	6	of	of	ADP
dpc-2078	170	7	emm	emm	PROPN
dpc-2078	170	8	lesions	lesion	NOUN
dpc-2078	170	9	selected	select	VERB
dpc-2078	170	10	was	be	AUX
dpc-2078	170	11	enough	enough	ADJ
dpc-2078	170	12	to	to	PART
dpc-2078	170	13	obtain	obtain	VERB
dpc-2078	170	14	an	an	DET
dpc-2078	170	15	adequate	adequate	ADJ
dpc-2078	170	16	discriminant	discriminant	ADJ
dpc-2078	170	17	power	power	NOUN
dpc-2078	170	18	,	,	PUNCT
dpc-2078	170	19	the	the	DET
dpc-2078	170	20	whole	whole	ADJ
dpc-2078	170	21	sample	sample	NOUN
dpc-2078	170	22	size	size	NOUN
dpc-2078	170	23	was	be	AUX
dpc-2078	170	24	limited	limit	VERB
dpc-2078	170	25	.	.	PUNCT
dpc-2078	171	1	secondly	secondly	ADV
dpc-2078	171	2	,	,	PUNCT
dpc-2078	171	3	the	the	DET
dpc-2078	171	4	evaluators	evaluator	NOUN
dpc-2078	171	5	were	be	AUX
dpc-2078	171	6	forced	force	VERB
dpc-2078	171	7	to	to	PART
dpc-2078	171	8	use	use	VERB
dpc-2078	171	9	a	a	DET
dpc-2078	171	10	series	series	NOUN
dpc-2078	171	11	of	of	ADP
dpc-2078	171	12	selected	select	VERB
dpc-2078	171	13	dermoscopic	dermoscopic	ADJ
dpc-2078	171	14	parameters	parameter	NOUN
dpc-2078	171	15	(	(	PUNCT
dpc-2078	171	16	ie	ie	X
dpc-2078	171	17	idscore	idscore	VERB
dpc-2078	171	18	checklist	checklist	NOUN
dpc-2078	171	19	2018	2018	NUM
dpc-2078	171	20	)	)	PUNCT
dpc-2078	171	21	in	in	ADP
dpc-2078	171	22	the	the	DET
dpc-2078	171	23	dermoscopic	dermoscopic	ADJ
dpc-2078	171	24	pattern	pattern	NOUN
dpc-2078	171	25	analysis	analysis	NOUN
dpc-2078	171	26	:	:	PUNCT
dpc-2078	171	27	this	this	DET
dpc-2078	171	28	selection	selection	NOUN
dpc-2078	171	29	of	of	ADP
dpc-2078	171	30	7	7	NUM
dpc-2078	171	31	dermoscopic	dermoscopic	NOUN
dpc-2078	171	32	criteria	criterion	NOUN
dpc-2078	171	33	has	have	VERB
dpc-2078	171	34	a	a	DET
dpc-2078	171	35	practical	practical	ADJ
dpc-2078	171	36	value	value	NOUN
dpc-2078	171	37	but	but	CCONJ
dpc-2078	171	38	could	could	AUX
dpc-2078	171	39	also	also	ADV
dpc-2078	171	40	be	be	AUX
dpc-2078	171	41	regarded	regard	VERB
dpc-2078	171	42	as	as	ADP
dpc-2078	171	43	a	a	DET
dpc-2078	171	44	bias	bias	NOUN
dpc-2078	171	45	in	in	ADP
dpc-2078	171	46	the	the	DET
dpc-2078	171	47	sense	sense	NOUN
dpc-2078	171	48	that	that	SCONJ
dpc-2078	171	49	some	some	DET
dpc-2078	171	50	recent	recent	ADJ
dpc-2078	171	51	additional	additional	ADJ
dpc-2078	171	52	terminology	terminology	NOUN
dpc-2078	171	53	/	/	SYM
dpc-2078	171	54	dermoscopic	dermoscopic	NOUN
dpc-2078	171	55	features	feature	NOUN
dpc-2078	171	56	of	of	ADP
dpc-2078	171	57	an	an	PRON
dpc-2078	171	58	and	and	CCONJ
dpc-2078	171	59	emm	emm	PROPN
dpc-2078	171	60	is	be	AUX
dpc-2078	171	61	preventively	preventively	ADV
dpc-2078	171	62	excluded	exclude	VERB
dpc-2078	171	63	.	.	PUNCT
dpc-2078	172	1	taken	take	VERB
dpc-2078	172	2	together	together	ADV
dpc-2078	172	3	,	,	PUNCT
dpc-2078	172	4	the	the	DET
dpc-2078	172	5	present	present	ADJ
dpc-2078	172	6	findings	finding	NOUN
dpc-2078	172	7	suggest	suggest	VERB
dpc-2078	172	8	the	the	DET
dpc-2078	172	9	following	follow	VERB
dpc-2078	172	10	consideration	consideration	NOUN
dpc-2078	172	11	.	.	PUNCT
dpc-2078	173	1	first	first	ADV
dpc-2078	173	2	,	,	PUNCT
dpc-2078	173	3	the	the	DET
dpc-2078	173	4	investigation	investigation	NOUN
dpc-2078	173	5	approach	approach	NOUN
dpc-2078	173	6	of	of	ADP
dpc-2078	173	7	developing	develop	VERB
dpc-2078	173	8	a	a	DET
dpc-2078	173	9	scoring	scoring	NOUN
dpc-2078	173	10	checklist	checklist	NOUN
dpc-2078	173	11	based	base	VERB
dpc-2078	173	12	on	on	ADP
dpc-2078	173	13	an	an	DET
dpc-2078	173	14	integrated	integrate	VERB
dpc-2078	173	15	dataset	dataset	NOUN
dpc-2078	173	16	of	of	ADP
dpc-2078	173	17	patients	patient	NOUN
dpc-2078	173	18	demographic	demographic	ADJ
dpc-2078	173	19	,	,	PUNCT
dpc-2078	173	20	phenotypic	phenotypic	ADJ
dpc-2078	173	21	and	and	CCONJ
dpc-2078	173	22	anamnestic	anamnestic	ADJ
dpc-2078	173	23	risk	risk	NOUN
dpc-2078	173	24	factors	factor	NOUN
dpc-2078	173	25	integrated	integrate	VERB
dpc-2078	173	26	with	with	ADP
dpc-2078	173	27	objective	objective	ADJ
dpc-2078	173	28	clinical	clinical	ADJ
dpc-2078	173	29	and	and	CCONJ
dpc-2078	173	30	dermoscopic	dermoscopic	ADJ
dpc-2078	173	31	data	datum	NOUN
dpc-2078	173	32	could	could	AUX
dpc-2078	173	33	help	help	VERB
dpc-2078	173	34	dermatologists	dermatologist	NOUN
dpc-2078	173	35	in	in	ADP
dpc-2078	173	36	early	early	ADJ
dpc-2078	173	37	identification	identification	NOUN
dpc-2078	173	38	of	of	ADP
dpc-2078	173	39	the	the	DET
dpc-2078	173	40	patient	patient	NOUN
dpc-2078	173	41	with	with	ADP
dpc-2078	173	42	high	high	ADJ
dpc-2078	173	43	risk	risk	NOUN
dpc-2078	173	44	of	of	ADP
dpc-2078	173	45	mm	mm	PROPN
dpc-2078	173	46	in	in	ADP
dpc-2078	173	47	routinary	routinary	ADJ
dpc-2078	173	48	medical	medical	ADJ
dpc-2078	173	49	consultations	consultation	NOUN
dpc-2078	173	50	.	.	PUNCT
dpc-2078	174	1	second	second	ADJ
dpc-2078	174	2	,	,	PUNCT
dpc-2078	174	3	using	use	VERB
dpc-2078	174	4	an	an	DET
dpc-2078	174	5	integrated	integrated	ADJ
dpc-2078	174	6	risk	risk	NOUN
dpc-2078	174	7	score	score	NOUN
dpc-2078	174	8	algorithm	algorithm	NOUN
dpc-2078	174	9	such	such	ADJ
dpc-2078	174	10	as	as	ADP
dpc-2078	174	11	the	the	DET
dpc-2078	174	12	new	new	ADJ
dpc-2078	174	13	2021	2021	NUM
dpc-2078	174	14	idscore	idscore	NOUN
dpc-2078	174	15	checklist	checklist	NOUN
dpc-2078	174	16	with	with	ADP
dpc-2078	174	17	9	9	NUM
dpc-2078	174	18	parameters	parameter	NOUN
dpc-2078	174	19	,	,	PUNCT
dpc-2078	174	20	each	each	DET
dpc-2078	174	21	one	one	NOUN
dpc-2078	174	22	associated	associate	VERB
dpc-2078	174	23	with	with	ADP
dpc-2078	174	24	a	a	DET
dpc-2078	174	25	peculiar	peculiar	ADJ
dpc-2078	174	26	partial	partial	ADJ
dpc-2078	174	27	score	score	NOUN
dpc-2078	174	28	,	,	PUNCT
dpc-2078	174	29	could	could	AUX
dpc-2078	174	30	be	be	AUX
dpc-2078	174	31	proposed	propose	VERB
dpc-2078	174	32	as	as	ADP
dpc-2078	174	33	a	a	DET
dpc-2078	174	34	rapid	rapid	ADJ
dpc-2078	174	35	and	and	CCONJ
dpc-2078	174	36	easy	easy	ADJ
dpc-2078	174	37	tool	tool	NOUN
dpc-2078	174	38	to	to	PART
dpc-2078	174	39	screen	screen	VERB
dpc-2078	174	40	patients	patient	NOUN
dpc-2078	174	41	with	with	ADP
dpc-2078	174	42	multiple	multiple	ADJ
dpc-2078	174	43	amsls	amsls	NOUN
dpc-2078	174	44	and	and	CCONJ
dpc-2078	174	45	assign	assign	VERB
dpc-2078	174	46	them	they	PRON
dpc-2078	174	47	a	a	DET
dpc-2078	174	48	progressive	progressive	ADJ
dpc-2078	174	49	predictive	predictive	ADJ
dpc-2078	174	50	score	score	NOUN
dpc-2078	174	51	ranging	range	VERB
dpc-2078	174	52	from	from	ADP
dpc-2078	174	53	an	an	DET
dpc-2078	174	54	an	an	PRON
dpc-2078	174	55	to	to	ADP
dpc-2078	174	56	an	an	DET
dpc-2078	174	57	emm	emm	NOUN
dpc-2078	174	58	diagnosis	diagnosis	NOUN
dpc-2078	174	59	based	base	VERB
dpc-2078	174	60	on	on	ADP
dpc-2078	174	61	statistical	statistical	ADJ
dpc-2078	174	62	probability	probability	NOUN
dpc-2078	174	63	.	.	PUNCT
dpc-2078	175	1	third	third	ADJ
dpc-2078	175	2	,	,	PUNCT
dpc-2078	175	3	managing	manage	VERB
dpc-2078	175	4	these	these	DET
dpc-2078	175	5	patients	patient	NOUN
dpc-2078	175	6	according	accord	VERB
dpc-2078	175	7	to	to	ADP
dpc-2078	175	8	the	the	DET
dpc-2078	175	9	peculiar	peculiar	ADJ
dpc-2078	175	10	amsl	amsl	PROPN
dpc-2078	175	11	risk	risk	NOUN
dpc-2078	175	12	score	score	NOUN
dpc-2078	175	13	could	could	AUX
dpc-2078	175	14	help	help	VERB
dpc-2078	175	15	not	not	PART
dpc-2078	175	16	only	only	ADV
dpc-2078	175	17	in	in	ADP
dpc-2078	175	18	reducing	reduce	VERB
dpc-2078	175	19	the	the	DET
dpc-2078	175	20	rate	rate	NOUN
dpc-2078	175	21	of	of	ADP
dpc-2078	175	22	inappropriate	inappropriate	ADJ
dpc-2078	175	23	excision	excision	NOUN
dpc-2078	175	24	for	for	ADP
dpc-2078	175	25	benign	benign	ADJ
dpc-2078	175	26	lesions	lesion	NOUN
dpc-2078	175	27	but	but	CCONJ
dpc-2078	175	28	also	also	ADV
dpc-2078	175	29	in	in	ADP
dpc-2078	175	30	organizing	organize	VERB
dpc-2078	175	31	the	the	DET
dpc-2078	175	32	proper	proper	ADJ
dpc-2078	175	33	follow	follow	VERB
dpc-2078	175	34	-	-	PUNCT
dpc-2078	175	35	up	up	ADP
dpc-2078	175	36	timing	timing	NOUN
dpc-2078	175	37	(	(	PUNCT
dpc-2078	175	38	3/6/9/12	3/6/9/12	NUM
dpc-2078	175	39	months	month	NOUN
dpc-2078	175	40	)	)	PUNCT
dpc-2078	175	41	during	during	ADP
dpc-2078	175	42	daily	daily	ADJ
dpc-2078	175	43	practice	practice	NOUN
dpc-2078	175	44	.	.	PUNCT
dpc-2078	176	1	10	10	NUM
dpc-2078	176	2	original	original	ADJ
dpc-2078	176	3	article	article	NOUN
dpc-2078	176	4	|	|	ADV
dpc-2078	176	5	dermatol	dermatol	ADJ
dpc-2078	176	6	pract	pract	NOUN
dpc-2078	176	7	concept	concept	NOUN
dpc-2078	176	8	.	.	PUNCT
dpc-2078	177	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	177	2	atypical	atypical	ADJ
dpc-2078	177	3	nevi	nevi	NOUN
dpc-2078	177	4	and	and	CCONJ
dpc-2078	177	5	early	early	ADJ
dpc-2078	177	6	melanomas	melanomas	NOUN
dpc-2078	177	7	:	:	PUNCT
dpc-2078	177	8	usefulness	usefulness	NOUN
dpc-2078	177	9	of	of	ADP
dpc-2078	177	10	an	an	DET
dpc-2078	177	11	integrated	integrate	VERB
dpc-2078	177	12	clinical	clinical	ADJ
dpc-2078	177	13	-	-	PUNCT
dpc-2078	177	14	dermoscopic	dermoscopic	NOUN
dpc-2078	177	15	method	method	NOUN
dpc-2078	177	16	(	(	PUNCT
dpc-2078	177	17	idscore	idscore	NOUN
dpc-2078	177	18	)	)	PUNCT
dpc-2078	177	19	.	.	PUNCT
dpc-2078	178	1	j	j	PROPN
dpc-2078	178	2	eur	eur	PROPN
dpc-2078	178	3	acad	acad	PROPN
dpc-2078	178	4	dermatol	dermatol	NOUN
dpc-2078	178	5	venereol	venereol	NOUN
dpc-2078	178	6	.	.	PUNCT
dpc-2078	179	1	2021;35(3):650	2021;35(3):650	NOUN
dpc-2078	179	2	-	-	SYM
dpc-2078	179	3	657	657	NUM
dpc-2078	179	4	.	.	PUNCT
dpc-2078	180	1	doi	doi	NOUN
dpc-2078	180	2	:	:	PUNCT
dpc-2078	180	3	  	  	SPACE
dpc-2078	180	4	10.1111	10.1111	NUM
dpc-2078	180	5	/	/	SYM
dpc-2078	180	6	jdv.16847	jdv.16847	PROPN
dpc-2078	180	7	.	.	PUNCT
dpc-2078	181	1	pmid	pmid	NOUN
dpc-2078	181	2	:	:	PUNCT
dpc-2078	181	3	 	 	SPACE
dpc-2078	181	4	32743829	32743829	NUM
dpc-2078	181	5	.	.	PUNCT
dpc-2078	182	1	15	15	NUM
dpc-2078	182	2	.	.	PUNCT
dpc-2078	182	3	hekler	hekler	PROPN
dpc-2078	182	4	a	a	PRON
dpc-2078	182	5	,	,	PUNCT
dpc-2078	182	6	utikal	utikal	PROPN
dpc-2078	182	7	js	js	PROPN
dpc-2078	182	8	,	,	PUNCT
dpc-2078	182	9	enk	enk	PROPN
dpc-2078	182	10	ah	ah	INTJ
dpc-2078	182	11	,	,	PUNCT
dpc-2078	182	12	et	et	PROPN
dpc-2078	182	13	al	al	PROPN
dpc-2078	182	14	.	.	PROPN
dpc-2078	183	1	superior	superior	ADJ
dpc-2078	183	2	skin	skin	NOUN
dpc-2078	183	3	cancer	cancer	NOUN
dpc-2078	183	4	classification	classification	NOUN
dpc-2078	183	5	by	by	ADP
dpc-2078	183	6	the	the	DET
dpc-2078	183	7	combination	combination	NOUN
dpc-2078	183	8	of	of	ADP
dpc-2078	183	9	human	human	ADJ
dpc-2078	183	10	and	and	CCONJ
dpc-2078	183	11	artificial	artificial	ADJ
dpc-2078	183	12	intelligence	intelligence	NOUN
dpc-2078	183	13	.	.	PUNCT
dpc-2078	184	1	eur	eur	PROPN
dpc-2078	184	2	j	j	PROPN
dpc-2078	184	3	cancer	cancer	NOUN
dpc-2078	184	4	.	.	PUNCT
dpc-2078	185	1	2019;120:114	2019;120:114	NUM
dpc-2078	185	2	-	-	SYM
dpc-2078	185	3	121	121	NUM
dpc-2078	185	4	.	.	PUNCT
dpc-2078	186	1	doi	doi	NOUN
dpc-2078	186	2	:	:	PUNCT
dpc-2078	186	3	 	 	SPACE
dpc-2078	186	4	10.1016	10.1016	NUM
dpc-2078	186	5	/	/	SYM
dpc-2078	186	6	j.ejca.2019.07.019	j.ejca.2019.07.019	PROPN
dpc-2078	186	7	.	.	PUNCT
dpc-2078	187	1	pmid	pmid	NOUN
dpc-2078	187	2	:	:	PUNCT
dpc-2078	187	3	 	 	SPACE
dpc-2078	187	4	31518967	31518967	NUM
dpc-2078	187	5	.	.	PUNCT
dpc-2078	188	1	16	16	NUM
dpc-2078	188	2	.	.	PUNCT
dpc-2078	189	1	tognetti	tognetti	PROPN
dpc-2078	189	2	l	l	PROPN
dpc-2078	189	3	,	,	PUNCT
dpc-2078	189	4	bonechi	bonechi	PROPN
dpc-2078	189	5	s	s	PROPN
dpc-2078	189	6	,	,	PUNCT
dpc-2078	189	7	andreini	andreini	PROPN
dpc-2078	189	8	p	p	NOUN
dpc-2078	189	9	,	,	PUNCT
dpc-2078	189	10	et	et	PROPN
dpc-2078	189	11	al	al	PROPN
dpc-2078	189	12	.	.	PUNCT
dpc-2078	190	1	a	a	DET
dpc-2078	190	2	new	new	ADJ
dpc-2078	190	3	deep	deep	ADJ
dpc-2078	190	4	learning	learning	NOUN
dpc-2078	190	5	approach	approach	NOUN
dpc-2078	190	6	integrated	integrate	VERB
dpc-2078	190	7	with	with	ADP
dpc-2078	190	8	clinical	clinical	ADJ
dpc-2078	190	9	data	datum	NOUN
dpc-2078	190	10	for	for	ADP
dpc-2078	190	11	the	the	DET
dpc-2078	190	12	dermoscopic	dermoscopic	ADJ
dpc-2078	190	13	differentiation	differentiation	NOUN
dpc-2078	190	14	of	of	ADP
dpc-2078	190	15	early	early	ADJ
dpc-2078	190	16	melanomas	melanomas	NOUN
dpc-2078	190	17	from	from	ADP
dpc-2078	190	18	atypical	atypical	ADJ
dpc-2078	190	19	nevi	nevi	NOUN
dpc-2078	190	20	.	.	PUNCT
dpc-2078	191	1	j	j	PROPN
dpc-2078	191	2	dermatol	dermatol	NOUN
dpc-2078	191	3	sci	sci	PROPN
dpc-2078	191	4	.	.	PUNCT
dpc-2078	192	1	2021;101(2):115	2021;101(2):115	NUM
dpc-2078	192	2	-	-	SYM
dpc-2078	192	3	122	122	NUM
dpc-2078	192	4	.	.	PUNCT
dpc-2078	193	1	doi	doi	PROPN
dpc-2078	193	2	:	:	PUNCT
dpc-2078	193	3	  	  	SPACE
dpc-2078	193	4	10.1016	10.1016	NUM
dpc-2078	193	5	/	/	SYM
dpc-2078	193	6	j.jdermsci.2020.11.009	j.jdermsci.2020.11.009	PROPN
dpc-2078	193	7	.	.	PUNCT
dpc-2078	194	1	pmid	pmid	NOUN
dpc-2078	194	2	:	:	PUNCT
dpc-2078	194	3	 	 	SPACE
dpc-2078	194	4	33358096	33358096	NUM
dpc-2078	194	5	.	.	PUNCT
dpc-2078	195	1	17	17	NUM
dpc-2078	195	2	.	.	PUNCT
dpc-2078	195	3	höhn	höhn	PROPN
dpc-2078	195	4	j	j	PROPN
dpc-2078	195	5	,	,	PUNCT
dpc-2078	195	6	krieghoff	krieghoff	PROPN
dpc-2078	195	7	-	-	PUNCT
dpc-2078	195	8	henning	henning	NOUN
dpc-2078	195	9	e	e	NOUN
dpc-2078	195	10	,	,	PUNCT
dpc-2078	195	11	jutzi	jutzi	VERB
dpc-2078	195	12	tb	tb	ADP
dpc-2078	195	13	,	,	PUNCT
dpc-2078	195	14	et	et	PROPN
dpc-2078	195	15	al	al	PROPN
dpc-2078	195	16	.	.	PUNCT
dpc-2078	196	1	combining	combine	VERB
dpc-2078	196	2	cnnbased	cnnbase	VERB
dpc-2078	196	3	histologic	histologic	ADJ
dpc-2078	196	4	whole	whole	ADJ
dpc-2078	196	5	slide	slide	NOUN
dpc-2078	196	6	image	image	NOUN
dpc-2078	196	7	analysis	analysis	NOUN
dpc-2078	196	8	and	and	CCONJ
dpc-2078	196	9	patient	patient	ADJ
dpc-2078	196	10	data	datum	NOUN
dpc-2078	196	11	to	to	PART
dpc-2078	196	12	improve	improve	VERB
dpc-2078	196	13	skin	skin	NOUN
dpc-2078	196	14	cancer	cancer	NOUN
dpc-2078	196	15	classification	classification	NOUN
dpc-2078	196	16	.	.	PUNCT
dpc-2078	197	1	eur	eur	PROPN
dpc-2078	197	2	j	j	PROPN
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dpc-2078	197	4	.	.	PUNCT
dpc-2078	198	1	2021	2021	NUM
dpc-2078	198	2	;	;	PUNCT
dpc-2078	198	3	149:94101	149:94101	NUM
dpc-2078	198	4	.	.	PUNCT
dpc-2078	198	5	doi	doi	PROPN
dpc-2078	198	6	:	:	PUNCT
dpc-2078	198	7	 	 	SPACE
dpc-2078	198	8	10.1016	10.1016	NUM
dpc-2078	198	9	/	/	SYM
dpc-2078	198	10	j.ejca.2021.02.032	j.ejca.2021.02.032	PROPN
dpc-2078	198	11	.	.	PUNCT
dpc-2078	199	1	pmid	pmid	NOUN
dpc-2078	199	2	:	:	PUNCT
dpc-2078	199	3	 	 	SPACE
dpc-2078	199	4	33838393	33838393	NUM
dpc-2078	199	5	.	.	PUNCT
dpc-2078	200	1	18	18	NUM
dpc-2078	200	2	.	.	PUNCT
dpc-2078	200	3	tognetti	tognetti	PROPN
dpc-2078	200	4	l	l	PROPN
dpc-2078	200	5	,	,	PUNCT
dpc-2078	200	6	cartocci	cartocci	VERB
dpc-2078	200	7	a	a	PRON
dpc-2078	200	8	,	,	PUNCT
dpc-2078	200	9	cinotti	cinotti	NOUN
dpc-2078	200	10	e	e	NOUN
dpc-2078	200	11	,	,	PUNCT
dpc-2078	200	12	et	et	PROPN
dpc-2078	200	13	al	al	PROPN
dpc-2078	200	14	.	.	PROPN
dpc-2078	200	15	dermoscopy	dermoscopy	NOUN
dpc-2078	200	16	of	of	ADP
dpc-2078	200	17	early	early	ADJ
dpc-2078	200	18	melanomas	melanomas	NOUN
dpc-2078	200	19	:	:	PUNCT
dpc-2078	200	20	variation	variation	NOUN
dpc-2078	200	21	according	accord	VERB
dpc-2078	200	22	to	to	ADP
dpc-2078	200	23	the	the	DET
dpc-2078	200	24	anatomic	anatomic	ADJ
dpc-2078	200	25	site	site	NOUN
dpc-2078	200	26	.	.	PUNCT
dpc-2078	201	1	arch	arch	ADJ
dpc-2078	201	2	dermatol	dermatol	NOUN
dpc-2078	201	3	res	re	NOUN
dpc-2078	201	4	.	.	PUNCT
dpc-2078	202	1	2021;314(2):183	2021;314(2):183	NUM
dpc-2078	202	2	-	-	SYM
dpc-2078	202	3	190	190	NUM
dpc-2078	202	4	.	.	PUNCT
dpc-2078	202	5	doi	doi	NOUN
dpc-2078	202	6	:	:	PUNCT
dpc-2078	202	7	10.1007	10.1007	NUM
dpc-2078	202	8	/	/	SYM
dpc-2078	202	9	s00403	s00403	NOUN
dpc-2078	202	10	-	-	PUNCT
dpc-2078	202	11	021	021	NUM
dpc-2078	202	12	-	-	PUNCT
dpc-2078	202	13	02226	02226	NUM
dpc-2078	202	14	-	-	PUNCT
dpc-2078	202	15	x.	x.	NOUN
dpc-2078	202	16	pmid	pmid	PROPN
dpc-2078	202	17	:	:	PUNCT
dpc-2078	202	18	33772339	33772339	NUM
dpc-2078	202	19	.	.	PUNCT
dpc-2078	203	1	pmcid	pmcid	NOUN
dpc-2078	203	2	:	:	PUNCT
dpc-2078	203	3	pmc8850209	pmc8850209	NOUN
dpc-2078	203	4	.	.	PUNCT
dpc-2078	204	1	19	19	NUM
dpc-2078	204	2	.	.	PUNCT
dpc-2078	204	3	gershenwald	gershenwald	PROPN
dpc-2078	204	4	je	je	PROPN
dpc-2078	204	5	.	.	PUNCT
dpc-2078	204	6	melanoma	melanoma	PROPN
dpc-2078	204	7	staging	staging	NOUN
dpc-2078	204	8	:	:	PUNCT
dpc-2078	204	9	evidence	evidence	NOUN
dpc-2078	204	10	-	-	PUNCT
dpc-2078	204	11	based	base	VERB
dpc-2078	204	12	changes	change	NOUN
dpc-2078	204	13	in	in	ADP
dpc-2078	204	14	the	the	DET
dpc-2078	204	15	american	american	PROPN
dpc-2078	204	16	joint	joint	PROPN
dpc-2078	204	17	committee	committee	PROPN
dpc-2078	204	18	on	on	ADP
dpc-2078	204	19	cancer	cancer	NOUN
dpc-2078	204	20	eighth	eighth	PROPN
dpc-2078	204	21	edition	edition	NOUN
dpc-2078	204	22	cancer	cancer	NOUN
dpc-2078	204	23	staging	staging	NOUN
dpc-2078	204	24	manual	manual	NOUN
dpc-2078	204	25	.	.	PUNCT
dpc-2078	205	1	ca	can	AUX
dpc-2078	205	2	cancer	cancer	PROPN
dpc-2078	205	3	j	j	PROPN
dpc-2078	205	4	clin	clin	PROPN
dpc-2078	205	5	.	.	PUNCT
dpc-2078	206	1	2017;67(6):472	2017;67(6):472	NOUN
dpc-2078	206	2	.	.	PUNCT
dpc-2078	207	1	doi	doi	NOUN
dpc-2078	207	2	:	:	PUNCT
dpc-2078	207	3	 	 	SPACE
dpc-2078	207	4	10.3322	10.3322	NUM
dpc-2078	207	5	/	/	SYM
dpc-2078	207	6	caac.21409	caac.21409	PROPN
dpc-2078	207	7	.	.	PUNCT
dpc-2078	208	1	pmid	pmid	NOUN
dpc-2078	208	2	:	:	PUNCT
dpc-2078	208	3	 	 	SPACE
dpc-2078	208	4	29028110	29028110	NUM
dpc-2078	208	5	.	.	PUNCT
dpc-2078	209	1	20	20	NUM
dpc-2078	209	2	.	.	PUNCT
dpc-2078	210	1	carr	carr	PROPN
dpc-2078	210	2	s	s	PROPN
dpc-2078	210	3	,	,	PUNCT
dpc-2078	210	4	smith	smith	PROPN
dpc-2078	210	5	c	c	PROPN
dpc-2078	210	6	,	,	PUNCT
dpc-2078	210	7	wernberg	wernberg	PROPN
dpc-2078	210	8	j.	j.	PROPN
dpc-2078	210	9	epidemiology	epidemiology	PROPN
dpc-2078	210	10	and	and	CCONJ
dpc-2078	210	11	risk	risk	NOUN
dpc-2078	210	12	factors	factor	NOUN
dpc-2078	210	13	of	of	ADP
dpc-2078	210	14	melanoma	melanoma	NOUN
dpc-2078	210	15	.	.	PUNCT
dpc-2078	211	1	surg	surg	PROPN
dpc-2078	211	2	clin	clin	PROPN
dpc-2078	211	3	north	north	PROPN
dpc-2078	211	4	am	am	PROPN
dpc-2078	211	5	.	.	PUNCT
dpc-2078	212	1	2020;100(1):1	2020;100(1):1	NUM
dpc-2078	212	2	-	-	SYM
dpc-2078	212	3	12	12	NUM
dpc-2078	212	4	.	.	PUNCT
dpc-2078	213	1	doi	doi	NOUN
dpc-2078	213	2	:	:	PUNCT
dpc-2078	213	3	 	 	SPACE
dpc-2078	213	4	10.1016	10.1016	NUM
dpc-2078	213	5	/	/	SYM
dpc-2078	213	6	j.suc.2019.09.005	j.suc.2019.09.005	PROPN
dpc-2078	213	7	.	.	PUNCT
dpc-2078	214	1	pmid	pmid	NOUN
dpc-2078	214	2	:	:	PUNCT
dpc-2078	214	3	31753105	31753105	NUM
dpc-2078	214	4	.	.	PUNCT
dpc-2078	215	1	21	21	NUM
dpc-2078	215	2	.	.	PUNCT
dpc-2078	216	1	raimondi	raimondi	PROPN
dpc-2078	216	2	s	s	PROPN
dpc-2078	216	3	,	,	PUNCT
dpc-2078	216	4	suppa	suppa	PROPN
dpc-2078	216	5	m	m	PROPN
dpc-2078	216	6	,	,	PUNCT
dpc-2078	216	7	gandini	gandini	VERB
dpc-2078	216	8	s.	s.	PROPN
dpc-2078	216	9	melanoma	melanoma	PROPN
dpc-2078	216	10	epidemiology	epidemiology	NOUN
dpc-2078	216	11	and	and	CCONJ
dpc-2078	216	12	sun	sun	NOUN
dpc-2078	216	13	exposure	exposure	NOUN
dpc-2078	216	14	.	.	PUNCT
dpc-2078	217	1	acta	acta	PROPN
dpc-2078	217	2	derm	derm	PROPN
dpc-2078	217	3	venereol	venereol	NOUN
dpc-2078	217	4	.	.	PUNCT
dpc-2078	218	1	2020;100(11):adv00136	2020;100(11):adv00136	NOUN
dpc-2078	218	2	.	.	PUNCT
dpc-2078	219	1	doi	doi	NOUN
dpc-2078	219	2	:	:	PUNCT
dpc-2078	219	3	 	 	SPACE
dpc-2078	219	4	10.2340/00015555	10.2340/00015555	NUM
dpc-2078	219	5	-	-	SYM
dpc-2078	219	6	3491	3491	NUM
dpc-2078	219	7	.	.	PUNCT
dpc-2078	220	1	pmid	pmid	NOUN
dpc-2078	220	2	:	:	PUNCT
dpc-2078	220	3	 	 	SPACE
dpc-2078	220	4	32346751	32346751	NUM
dpc-2078	220	5	.	.	PUNCT
dpc-2078	221	1	22	22	NUM
dpc-2078	221	2	.	.	PUNCT
dpc-2078	222	1	kaiser	kaiser	PROPN
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dpc-2078	222	3	,	,	PUNCT
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dpc-2078	222	7	uter	uter	PROPN
dpc-2078	222	8	w	w	PROPN
dpc-2078	222	9	,	,	PUNCT
dpc-2078	222	10	et	et	PROPN
dpc-2078	222	11	al	al	PROPN
dpc-2078	222	12	.	.	PROPN
dpc-2078	222	13	risk	risk	NOUN
dpc-2078	222	14	prediction	prediction	NOUN
dpc-2078	222	15	models	model	NOUN
dpc-2078	222	16	for	for	ADP
dpc-2078	222	17	melanoma	melanoma	NOUN
dpc-2078	222	18	:	:	PUNCT
dpc-2078	222	19	a	a	DET
dpc-2078	222	20	systematic	systematic	ADJ
dpc-2078	222	21	review	review	NOUN
dpc-2078	222	22	on	on	ADP
dpc-2078	222	23	the	the	DET
dpc-2078	222	24	heterogeneity	heterogeneity	NOUN
dpc-2078	222	25	in	in	ADP
dpc-2078	222	26	model	model	NOUN
dpc-2078	222	27	development	development	NOUN
dpc-2078	222	28	and	and	CCONJ
dpc-2078	222	29	validation	validation	NOUN
dpc-2078	222	30	.	.	PUNCT
dpc-2078	223	1	int	int	PROPN
dpc-2078	224	1	j	j	PROPN
dpc-2078	224	2	environ	environ	PROPN
dpc-2078	224	3	res	re	VERB
dpc-2078	224	4	public	public	ADJ
dpc-2078	224	5	health	health	NOUN
dpc-2078	224	6	.	.	PUNCT
dpc-2078	225	1	2020;17(21):7919	2020;17(21):7919	X
dpc-2078	225	2	.	.	X
dpc-2078	225	3	doi	doi	PROPN
dpc-2078	225	4	:	:	PUNCT
dpc-2078	225	5	  	  	SPACE
dpc-2078	225	6	10.3390	10.3390	NUM
dpc-2078	225	7	/	/	SYM
dpc-2078	225	8	ijerph17217919	ijerph17217919	PROPN
dpc-2078	225	9	.	.	PUNCT
dpc-2078	226	1	pmid	pmid	NOUN
dpc-2078	226	2	:	:	PUNCT
dpc-2078	226	3	 	 	SPACE
dpc-2078	226	4	33126677	33126677	NUM
dpc-2078	226	5	.	.	PUNCT
dpc-2078	227	1	pmcid	pmcid	ADJ
dpc-2078	227	2	:	:	PUNCT
dpc-2078	227	3	pmc7662952	pmc7662952	NOUN
dpc-2078	227	4	.	.	PUNCT
dpc-2078	228	1	23	23	NUM
dpc-2078	228	2	.	.	PUNCT
dpc-2078	229	1	palve	palve	PROPN
dpc-2078	229	2	js	js	PROPN
dpc-2078	229	3	,	,	PUNCT
dpc-2078	229	4	korhonen	korhonen	PROPN
dpc-2078	229	5	nj	nj	PROPN
dpc-2078	229	6	,	,	PUNCT
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dpc-2078	229	9	,	,	PUNCT
dpc-2078	229	10	kääriäinen	kääriäinen	PROPN
dpc-2078	229	11	mt	mt	PROPN
dpc-2078	229	12	.	.	PROPN
dpc-2078	229	13	differences	difference	NOUN
dpc-2078	229	14	in	in	ADP
dpc-2078	229	15	risk	risk	NOUN
dpc-2078	229	16	factors	factor	NOUN
dpc-2078	229	17	for	for	ADP
dpc-2078	229	18	melanoma	melanoma	NOUN
dpc-2078	229	19	in	in	ADP
dpc-2078	229	20	young	young	ADJ
dpc-2078	229	21	and	and	CCONJ
dpc-2078	229	22	middle	middle	ADJ
dpc-2078	229	23	-	-	PUNCT
dpc-2078	229	24	aged	aged	ADJ
dpc-2078	229	25	higher	high	ADJ
dpc-2078	229	26	-	-	PUNCT
dpc-2078	229	27	risk	risk	NOUN
dpc-2078	229	28	patients	patient	NOUN
dpc-2078	229	29	.	.	PUNCT
dpc-2078	230	1	in	in	ADP
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dpc-2078	231	2	-	-	SYM
dpc-2078	231	3	708	708	NUM
dpc-2078	232	1	.	.	PUNCT
dpc-2078	232	2	doi	doi	NOUN
dpc-2078	232	3	:	:	PUNCT
dpc-2078	232	4	  	  	SPACE
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dpc-2078	232	7	invivo.11827	invivo.11827	PROPN
dpc-2078	232	8	.	.	PUNCT
dpc-2078	233	1	pmid	pmid	NOUN
dpc-2078	233	2	:	:	PUNCT
dpc-2078	233	3	  	  	SPACE
dpc-2078	233	4	32111773	32111773	NUM
dpc-2078	233	5	.	.	PUNCT
dpc-2078	234	1	pmcid	pmcid	PROPN
dpc-2078	234	2	:	:	PUNCT
dpc-2078	234	3	pmc7157841	pmc7157841	PROPN
dpc-2078	234	4	.	.	PUNCT
dpc-2078	235	1	24	24	NUM
dpc-2078	235	2	.	.	PUNCT
dpc-2078	236	1	paulson	paulson	PROPN
dpc-2078	236	2	kg	kg	PROPN
dpc-2078	236	3	,	,	PUNCT
dpc-2078	236	4	gupta	gupta	PROPN
dpc-2078	236	5	d	d	PROPN
dpc-2078	236	6	,	,	PUNCT
dpc-2078	236	7	kim	kim	PROPN
dpc-2078	236	8	ts	ts	PROPN
dpc-2078	236	9	,	,	PUNCT
dpc-2078	236	10	et	et	PROPN
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dpc-2078	236	13	age	age	NOUN
dpc-2078	236	14	-	-	PUNCT
dpc-2078	236	15	specific	specific	ADJ
dpc-2078	236	16	incidence	incidence	NOUN
dpc-2078	236	17	of	of	ADP
dpc-2078	236	18	melanoma	melanoma	NOUN
dpc-2078	236	19	in	in	ADP
dpc-2078	236	20	the	the	DET
dpc-2078	236	21	united	united	PROPN
dpc-2078	236	22	states	states	PROPN
dpc-2078	236	23	.	.	PUNCT
dpc-2078	237	1	jama	jama	PROPN
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dpc-2078	237	3	.	.	PUNCT
dpc-2078	238	1	2020;156(1):57–64	2020;156(1):57–64	NUM
dpc-2078	238	2	.	.	PUNCT
dpc-2078	239	1	doi	doi	PROPN
dpc-2078	239	2	:	:	PUNCT
dpc-2078	239	3	  	  	SPACE
dpc-2078	239	4	10.1001	10.1001	NUM
dpc-2078	239	5	/	/	SYM
dpc-2078	239	6	jamadermatol.2019.3353	jamadermatol.2019.3353	PROPN
dpc-2078	239	7	.	.	PUNCT
dpc-2078	240	1	pmid	pmid	PROPN
dpc-2078	240	2	:	:	PUNCT
dpc-2078	240	3	 	 	SPACE
dpc-2078	240	4	31721989	31721989	NUM
dpc-2078	240	5	.	.	PUNCT
dpc-2078	241	1	pmcid	pmcid	NOUN
dpc-2078	241	2	:	:	PUNCT
dpc-2078	241	3	pmc6865303	pmc6865303	ADJ
dpc-2078	241	4	.	.	PUNCT
dpc-2078	242	1	25	25	NUM
dpc-2078	242	2	.	.	PUNCT
dpc-2078	243	1	liu	liu	PROPN
dpc-2078	243	2	f	f	PROPN
dpc-2078	243	3	,	,	PUNCT
dpc-2078	243	4	bessonova	bessonova	X
dpc-2078	243	5	l	l	PROPN
dpc-2078	243	6	,	,	PUNCT
dpc-2078	243	7	taylor	taylor	PROPN
dpc-2078	243	8	th	th	PROPN
dpc-2078	243	9	,	,	PUNCT
dpc-2078	243	10	ziogas	ziogas	PROPN
dpc-2078	243	11	a	a	X
dpc-2078	243	12	,	,	PUNCT
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dpc-2078	243	14	fl	fl	PROPN
dpc-2078	243	15	jr	jr	PROPN
dpc-2078	243	16	,	,	PUNCT
dpc-2078	243	17	anton	anton	PROPN
dpc-2078	243	18	-	-	PUNCT
dpc-2078	243	19	culver	culver	PROPN
dpc-2078	243	20	h.	h.	PROPN
dpc-2078	243	21	a	a	DET
dpc-2078	243	22	unique	unique	ADJ
dpc-2078	243	23	gender	gender	NOUN
dpc-2078	243	24	difference	difference	NOUN
dpc-2078	243	25	in	in	ADP
dpc-2078	243	26	early	early	ADJ
dpc-2078	243	27	onset	onset	ADJ
dpc-2078	243	28	melanoma	melanoma	NOUN
dpc-2078	243	29	implies	imply	VERB
dpc-2078	243	30	that	that	SCONJ
dpc-2078	243	31	in	in	ADP
dpc-2078	243	32	addition	addition	NOUN
dpc-2078	243	33	to	to	ADP
dpc-2078	243	34	ultraviolet	ultraviolet	ADJ
dpc-2078	243	35	light	light	ADJ
dpc-2078	243	36	exposure	exposure	NOUN
dpc-2078	243	37	other	other	ADJ
dpc-2078	243	38	causative	causative	ADJ
dpc-2078	243	39	factors	factor	NOUN
dpc-2078	243	40	are	be	AUX
dpc-2078	243	41	important	important	ADJ
dpc-2078	243	42	.	.	PUNCT
dpc-2078	244	1	pigment	pigment	ADJ
dpc-2078	244	2	cell	cell	NOUN
dpc-2078	244	3	melanoma	melanoma	NOUN
dpc-2078	244	4	res	re	NOUN
dpc-2078	244	5	.	.	PUNCT
dpc-2078	245	1	2013;26(1):128	2013;26(1):128	PROPN
dpc-2078	245	2	-	-	PUNCT
dpc-2078	245	3	135	135	NUM
dpc-2078	245	4	.	.	PUNCT
dpc-2078	246	1	doi	doi	NOUN
dpc-2078	246	2	:	:	PUNCT
dpc-2078	246	3	10.1111	10.1111	NUM
dpc-2078	246	4	/	/	SYM
dpc-2078	246	5	pcmr.12035	pcmr.12035	PROPN
dpc-2078	246	6	.	.	PUNCT
dpc-2078	246	7	pmid	pmid	NOUN
dpc-2078	246	8	:	:	PUNCT
dpc-2078	246	9	23095171	23095171	NUM
dpc-2078	246	10	.	.	PUNCT
dpc-2078	247	1	pmcid	pmcid	NOUN
dpc-2078	247	2	:	:	PUNCT
dpc-2078	247	3	pmc4028153	pmc4028153	VERB
dpc-2078	247	4	.	.	PUNCT
dpc-2078	248	1	26	26	NUM
dpc-2078	248	2	.	.	NOUN
dpc-2078	248	3	slape	slape	NOUN
dpc-2078	249	1	d	d	PROPN
dpc-2078	249	2	,	,	PUNCT
dpc-2078	249	3	tang	tang	PROPN
dpc-2078	249	4	j	j	PROPN
dpc-2078	249	5	,	,	PUNCT
dpc-2078	249	6	lawless	lawless	ADJ
dpc-2078	249	7	r	r	NOUN
dpc-2078	249	8	,	,	PUNCT
dpc-2078	249	9	mccrossin	mccrossin	NOUN
dpc-2078	249	10	i	i	PRON
dpc-2078	249	11	,	,	PUNCT
dpc-2078	249	12	jw	jw	PROPN
dpc-2078	249	13	.	.	PUNCT
dpc-2078	250	1	a	a	DET
dpc-2078	250	2	retrospective	retrospective	ADJ
dpc-2078	250	3	cohort	cohort	NOUN
dpc-2078	250	4	study	study	NOUN
dpc-2078	250	5	of	of	ADP
dpc-2078	250	6	melanoma	melanoma	NOUN
dpc-2078	250	7	prevalence	prevalence	NOUN
dpc-2078	250	8	stratified	stratify	VERB
dpc-2078	250	9	by	by	ADP
dpc-2078	250	10	body	body	NOUN
dpc-2078	250	11	site	site	NOUN
dpc-2078	250	12	in	in	ADP
dpc-2078	250	13	a	a	DET
dpc-2078	250	14	regional	regional	ADJ
dpc-2078	250	15	australian	australian	ADJ
dpc-2078	250	16	population	population	NOUN
dpc-2078	250	17	1994	1994	NUM
dpc-2078	250	18	-	-	SYM
dpc-2078	250	19	2017	2017	NUM
dpc-2078	250	20	:	:	PUNCT
dpc-2078	250	21	sitespecific	sitespecific	ADJ
dpc-2078	250	22	protective	protective	ADJ
dpc-2078	250	23	mechanisms	mechanism	NOUN
dpc-2078	250	24	.	.	PUNCT
dpc-2078	251	1	photodermatol	photodermatol	PROPN
dpc-2078	251	2	photoimmunol	photoimmunol	PROPN
dpc-2078	251	3	photomed	photome	VERB
dpc-2078	251	4	.	.	PUNCT
dpc-2078	252	1	2019;35(3):135140	2019;35(3):135140	NUM
dpc-2078	252	2	.	.	PUNCT
dpc-2078	253	1	doi	doi	NOUN
dpc-2078	253	2	:	:	PUNCT
dpc-2078	253	3	10.1111	10.1111	NUM
dpc-2078	253	4	/	/	SYM
dpc-2078	253	5	phpp.12436	phpp.12436	PROPN
dpc-2078	253	6	.	.	PUNCT
dpc-2078	254	1	pmid	pmid	NOUN
dpc-2078	254	2	:	:	PUNCT
dpc-2078	254	3	30381854	30381854	NUM
dpc-2078	254	4	.	.	PUNCT
dpc-2078	255	1	27	27	NUM
dpc-2078	255	2	.	.	PUNCT
dpc-2078	256	1	ghiasvand	ghiasvand	NOUN
dpc-2078	256	2	r	r	PROPN
dpc-2078	256	3	,	,	PUNCT
dpc-2078	256	4	robsahm	robsahm	PROPN
dpc-2078	256	5	te	te	PROPN
dpc-2078	256	6	,	,	PUNCT
dpc-2078	256	7	green	green	PROPN
dpc-2078	256	8	ac	ac	PROPN
dpc-2078	256	9	,	,	PUNCT
dpc-2078	256	10	et	et	PROPN
dpc-2078	256	11	al	al	PROPN
dpc-2078	256	12	.	.	PROPN
dpc-2078	256	13	association	association	PROPN
dpc-2078	256	14	of	of	ADP
dpc-2078	256	15	phenotypic	phenotypic	ADJ
dpc-2078	256	16	characteristics	characteristic	NOUN
dpc-2078	256	17	and	and	CCONJ
dpc-2078	256	18	uv	uv	NOUN
dpc-2078	256	19	radiation	radiation	NOUN
dpc-2078	256	20	exposure	exposure	NOUN
dpc-2078	256	21	with	with	ADP
dpc-2078	256	22	risk	risk	NOUN
dpc-2078	256	23	of	of	ADP
dpc-2078	256	24	melanoma	melanoma	NOUN
dpc-2078	256	25	on	on	ADP
dpc-2078	256	26	different	different	ADJ
dpc-2078	256	27	body	body	NOUN
dpc-2078	256	28	sites	site	NOUN
dpc-2078	256	29	.	.	PUNCT
dpc-2078	257	1	jama	jama	PROPN
dpc-2078	257	2	dermatol	dermatol	NOUN
dpc-2078	257	3	.	.	PUNCT
dpc-2078	258	1	2019;155(1):39–49	2019;155(1):39–49	NUM
dpc-2078	258	2	.	.	PUNCT
dpc-2078	259	1	doi	doi	NOUN
dpc-2078	259	2	:	:	PUNCT
dpc-2078	259	3	  	  	SPACE
dpc-2078	259	4	10.1001	10.1001	NUM
dpc-2078	259	5	/	/	SYM
dpc-2078	259	6	jamadermatol.2018.3964	jamadermatol.2018.3964	PROPN
dpc-2078	259	7	.	.	PUNCT
dpc-2078	260	1	pmid	pmid	NOUN
dpc-2078	260	2	:	:	PUNCT
dpc-2078	260	3	 	 	SPACE
dpc-2078	260	4	30477003	30477003	NUM
dpc-2078	260	5	.	.	PUNCT
dpc-2078	261	1	pmcid	pmcid	NOUN
dpc-2078	261	2	:	:	PUNCT
dpc-2078	262	1	pmc6439571	pmc6439571	PROPN
dpc-2078	262	2	.	.	PUNCT
dpc-2078	263	1	further	further	ADJ
dpc-2078	263	2	studies	study	NOUN
dpc-2078	263	3	on	on	ADP
dpc-2078	263	4	larger	large	ADJ
dpc-2078	263	5	integrated	integrate	VERB
dpc-2078	263	6	datasets	dataset	NOUN
dpc-2078	263	7	from	from	ADP
dpc-2078	263	8	multiple	multiple	ADJ
dpc-2078	263	9	centers	center	NOUN
dpc-2078	263	10	are	be	AUX
dpc-2078	263	11	required	require	VERB
dpc-2078	263	12	to	to	PART
dpc-2078	263	13	confirm	confirm	VERB
dpc-2078	263	14	the	the	DET
dpc-2078	263	15	validity	validity	NOUN
dpc-2078	263	16	of	of	ADP
dpc-2078	263	17	the	the	DET
dpc-2078	263	18	present	present	ADJ
dpc-2078	263	19	approach	approach	NOUN
dpc-2078	263	20	and	and	CCONJ
dpc-2078	263	21	proceed	proceed	VERB
dpc-2078	263	22	to	to	ADP
dpc-2078	263	23	the	the	DET
dpc-2078	263	24	testing	testing	NOUN
dpc-2078	263	25	phase	phase	NOUN
dpc-2078	263	26	of	of	ADP
dpc-2078	263	27	the	the	DET
dpc-2078	263	28	proposed	propose	VERB
dpc-2078	263	29	integrated	integrate	VERB
dpc-2078	263	30	checklist	checklist	NOUN
dpc-2078	263	31	.	.	PUNCT
dpc-2078	264	1	references	reference	NOUN
dpc-2078	264	2	1	1	NUM
dpc-2078	264	3	.	.	PUNCT
dpc-2078	264	4	tognetti	tognetti	PROPN
dpc-2078	264	5	l	l	PROPN
dpc-2078	264	6	,	,	PUNCT
dpc-2078	264	7	cevenini	cevenini	VERB
dpc-2078	264	8	g	g	NOUN
dpc-2078	264	9	,	,	PUNCT
dpc-2078	264	10	moscarella	moscarella	NOUN
dpc-2078	264	11	e	e	NOUN
dpc-2078	264	12	,	,	PUNCT
dpc-2078	264	13	et	et	PROPN
dpc-2078	264	14	al	al	PROPN
dpc-2078	264	15	.	.	PUNCT
dpc-2078	265	1	an	an	DET
dpc-2078	265	2	integrated	integrate	VERB
dpc-2078	265	3	clinical‐dermoscopic	clinical‐dermoscopic	NOUN
dpc-2078	265	4	risk	risk	NOUN
dpc-2078	265	5	scoring	scoring	NOUN
dpc-2078	265	6	system	system	NOUN
dpc-2078	265	7	for	for	ADP
dpc-2078	265	8	the	the	DET
dpc-2078	265	9	differentiation	differentiation	NOUN
dpc-2078	265	10	between	between	ADP
dpc-2078	265	11	early	early	ADJ
dpc-2078	265	12	melanoma	melanoma	NOUN
dpc-2078	265	13	and	and	CCONJ
dpc-2078	265	14	atypical	atypical	ADJ
dpc-2078	265	15	nevi	nevi	NOUN
dpc-2078	265	16	:	:	PUNCT
dpc-2078	265	17	the	the	DET
dpc-2078	265	18	idscore	idscore	NOUN
dpc-2078	265	19	.	.	PUNCT
dpc-2078	266	1	j	j	PROPN
dpc-2078	266	2	eur	eur	PROPN
dpc-2078	266	3	acad	acad	PROPN
dpc-2078	266	4	dermatol	dermatol	NOUN
dpc-2078	266	5	venereol	venereol	NOUN
dpc-2078	266	6	.	.	PUNCT
dpc-2078	267	1	2018;32(12):2162	2018;32(12):2162	NUM
dpc-2078	267	2	-	-	SYM
dpc-2078	267	3	2170	2170	NUM
dpc-2078	267	4	.	.	PUNCT
dpc-2078	268	1	doi	doi	NOUN
dpc-2078	268	2	:	:	PUNCT
dpc-2078	268	3	  	  	SPACE
dpc-2078	268	4	10.1111/	10.1111/	PROPN
dpc-2078	268	5	jdv.15106	jdv.15106	NUM
dpc-2078	268	6	.	.	PUNCT
dpc-2078	269	1	pmid	pmid	NOUN
dpc-2078	269	2	:	:	PUNCT
dpc-2078	269	3	 	 	SPACE
dpc-2078	269	4	29888421	29888421	NUM
dpc-2078	269	5	.	.	PUNCT
dpc-2078	270	1	2	2	X
dpc-2078	270	2	.	.	X
dpc-2078	270	3	rubegni	rubegni	VERB
dpc-2078	270	4	p	p	NOUN
dpc-2078	270	5	,	,	PUNCT
dpc-2078	270	6	tognetti	tognetti	ADJ
dpc-2078	270	7	l	l	NOUN
dpc-2078	270	8	,	,	PUNCT
dpc-2078	270	9	argenziano	argenziano	ADJ
dpc-2078	270	10	g	g	NOUN
dpc-2078	270	11	,	,	PUNCT
dpc-2078	270	12	et	et	PROPN
dpc-2078	270	13	al	al	PROPN
dpc-2078	270	14	.	.	PUNCT
dpc-2078	271	1	a	a	DET
dpc-2078	271	2	risk	risk	NOUN
dpc-2078	271	3	scoring	scoring	NOUN
dpc-2078	271	4	system	system	NOUN
dpc-2078	271	5	for	for	ADP
dpc-2078	271	6	the	the	DET
dpc-2078	271	7	differentiation	differentiation	NOUN
dpc-2078	271	8	between	between	ADP
dpc-2078	271	9	melanoma	melanoma	NOUN
dpc-2078	271	10	with	with	ADP
dpc-2078	271	11	regression	regression	NOUN
dpc-2078	271	12	and	and	CCONJ
dpc-2078	271	13	regressing	regress	VERB
dpc-2078	271	14	nevi	nevi	PROPN
dpc-2078	271	15	.	.	PUNCT
dpc-2078	272	1	j	j	PROPN
dpc-2078	272	2	dermatol	dermatol	NOUN
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dpc-2078	272	4	.	.	PUNCT
dpc-2078	273	1	2016;83(2):138	2016;83(2):138	NUM
dpc-2078	273	2	-	-	SYM
dpc-2078	273	3	144	144	NUM
dpc-2078	273	4	.	.	PUNCT
dpc-2078	273	5	doi	doi	PROPN
dpc-2078	273	6	:	:	PUNCT
dpc-2078	273	7	 	 	SPACE
dpc-2078	273	8	10.1016	10.1016	NUM
dpc-2078	273	9	/	/	SYM
dpc-2078	273	10	j.jdermsci.2016.04.012	j.jdermsci.2016.04.012	PROPN
dpc-2078	273	11	.	.	PUNCT
dpc-2078	274	1	pmid	pmid	NOUN
dpc-2078	274	2	:	:	PUNCT
dpc-2078	274	3	 	 	SPACE
dpc-2078	274	4	27157925	27157925	NUM
dpc-2078	274	5	3	3	NUM
dpc-2078	274	6	.	.	PUNCT
dpc-2078	274	7	kittler	kittler	PROPN
dpc-2078	274	8	h	h	PROPN
dpc-2078	274	9	,	,	PUNCT
dpc-2078	274	10	guitera	guitera	NOUN
dpc-2078	274	11	p	p	NOUN
dpc-2078	274	12	,	,	PUNCT
dpc-2078	274	13	riedl	riedl	PROPN
dpc-2078	274	14	e	e	PROPN
dpc-2078	274	15	,	,	PUNCT
dpc-2078	274	16	et	et	PROPN
dpc-2078	274	17	al	al	PROPN
dpc-2078	274	18	.	.	PUNCT
dpc-2078	275	1	identification	identification	NOUN
dpc-2078	275	2	of	of	ADP
dpc-2078	275	3	clinically	clinically	ADV
dpc-2078	275	4	featureless	featureless	ADJ
dpc-2078	275	5	incipient	incipient	ADJ
dpc-2078	275	6	melanoma	melanoma	NOUN
dpc-2078	275	7	using	use	VERB
dpc-2078	275	8	sequential	sequential	ADJ
dpc-2078	275	9	dermoscopy	dermoscopy	NOUN
dpc-2078	275	10	imaging	imaging	NOUN
dpc-2078	275	11	.	.	PUNCT
dpc-2078	276	1	arch	arch	ADJ
dpc-2078	276	2	dermatol	dermatol	NOUN
dpc-2078	276	3	.	.	PUNCT
dpc-2078	277	1	2006;142(9):1113–1119	2006;142(9):1113–1119	NUM
dpc-2078	277	2	.	.	PUNCT
dpc-2078	278	1	doi	doi	NOUN
dpc-2078	278	2	:	:	PUNCT
dpc-2078	278	3	 	 	SPACE
dpc-2078	278	4	10.1001	10.1001	NUM
dpc-2078	278	5	/	/	SYM
dpc-2078	278	6	archderm.142.9.1113	archderm.142.9.1113	PROPN
dpc-2078	278	7	.	.	PUNCT
dpc-2078	279	1	pmid	pmid	NOUN
dpc-2078	279	2	:	:	PUNCT
dpc-2078	279	3	 	 	SPACE
dpc-2078	279	4	16982998	16982998	NUM
dpc-2078	279	5	.	.	PUNCT
dpc-2078	280	1	4	4	X
dpc-2078	280	2	.	.	X
dpc-2078	280	3	puig	puig	PROPN
dpc-2078	280	4	s	s	PROPN
dpc-2078	280	5	,	,	PUNCT
dpc-2078	280	6	argenziano	argenziano	ADJ
dpc-2078	280	7	g	g	PROPN
dpc-2078	280	8	,	,	PUNCT
dpc-2078	280	9	zalaudek	zalaudek	PROPN
dpc-2078	280	10	i	i	PROPN
dpc-2078	280	11	,	,	PUNCT
dpc-2078	280	12	et	et	PROPN
dpc-2078	280	13	al	al	PROPN
dpc-2078	280	14	.	.	PROPN
dpc-2078	281	1	melanomas	melanomas	PROPN
dpc-2078	281	2	that	that	PRON
dpc-2078	281	3	failed	fail	VERB
dpc-2078	281	4	dermoscopic	dermoscopic	ADJ
dpc-2078	281	5	detection	detection	NOUN
dpc-2078	281	6	:	:	PUNCT
dpc-2078	281	7	a	a	DET
dpc-2078	281	8	combined	combined	ADJ
dpc-2078	281	9	clinicodermoscopic	clinicodermoscopic	NOUN
dpc-2078	281	10	approach	approach	NOUN
dpc-2078	281	11	for	for	ADP
dpc-2078	281	12	not	not	PART
dpc-2078	281	13	missing	miss	VERB
dpc-2078	281	14	melanoma	melanoma	NOUN
dpc-2078	281	15	.	.	PUNCT
dpc-2078	282	1	dermatol	dermatol	NOUN
dpc-2078	282	2	surg	surg	NOUN
dpc-2078	282	3	.	.	PUNCT
dpc-2078	283	1	2007;33(10	2007;33(10	NUM
dpc-2078	283	2	):	):	PUNCT
dpc-2078	283	3	1262	1262	NUM
dpc-2078	283	4	–	–	PUNCT
dpc-2078	283	5	1273	1273	NUM
dpc-2078	283	6	.	.	PUNCT
dpc-2078	284	1	doi	doi	NOUN
dpc-2078	284	2	:	:	PUNCT
dpc-2078	284	3	10.1111	10.1111	NUM
dpc-2078	284	4	/	/	SYM
dpc-2078	284	5	j.1524	j.1524	PROPN
dpc-2078	284	6	-	-	PUNCT
dpc-2078	284	7	4725.2007.33264.x	4725.2007.33264.x	NUM
dpc-2078	284	8	.	.	PUNCT
dpc-2078	285	1	pmid	pmid	NOUN
dpc-2078	285	2	:	:	PUNCT
dpc-2078	285	3	17903162	17903162	NUM
dpc-2078	285	4	.	.	PUNCT
dpc-2078	286	1	5	5	X
dpc-2078	286	2	.	.	X
dpc-2078	286	3	argenziano	argenziano	PROPN
dpc-2078	286	4	g	g	PROPN
dpc-2078	286	5	,	,	PUNCT
dpc-2078	286	6	zalaudek	zalaudek	PROPN
dpc-2078	286	7	i	i	PROPN
dpc-2078	286	8	,	,	PUNCT
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dpc-2078	287	6	:	:	PUNCT
dpc-2078	287	7	indications	indication	NOUN
dpc-2078	287	8	for	for	ADP
dpc-2078	287	9	biopsy	biopsy	NOUN
dpc-2078	287	10	.	.	PUNCT
dpc-2078	288	1	j	j	PROPN
dpc-2078	288	2	am	be	AUX
dpc-2078	288	3	acad	acad	ADJ
dpc-2078	288	4	dermatol	dermatol	NOUN
dpc-2078	288	5	.	.	PUNCT
dpc-2078	289	1	2007;56(3):508–13	2007;56(3):508–13	NUM
dpc-2078	289	2	.	.	PUNCT
dpc-2078	289	3	doi	doi	PROPN
dpc-2078	289	4	:	:	PUNCT
dpc-2078	289	5	  	  	SPACE
dpc-2078	289	6	10.1016	10.1016	NUM
dpc-2078	289	7	/	/	SYM
dpc-2078	289	8	j.jaad.2006.10.029	j.jaad.2006.10.029	PROPN
dpc-2078	289	9	.	.	PUNCT
dpc-2078	290	1	pmid	pmid	PROPN
dpc-2078	290	2	:	:	PUNCT
dpc-2078	290	3	 	 	SPACE
dpc-2078	290	4	17113189	17113189	NUM
dpc-2078	290	5	.	.	PUNCT
dpc-2078	291	1	6	6	NUM
dpc-2078	291	2	.	.	X
dpc-2078	291	3	pizzichetta	pizzichetta	PROPN
dpc-2078	291	4	ma	ma	PROPN
dpc-2078	291	5	,	,	PUNCT
dpc-2078	291	6	stanganelli	stanganelli	PROPN
dpc-2078	291	7	i	i	PRON
dpc-2078	291	8	,	,	PUNCT
dpc-2078	291	9	bono	bono	X
dpc-2078	291	10	r	r	NOUN
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dpc-2078	291	18	difficult	difficult	ADJ
dpc-2078	291	19	melanoma	melanoma	NOUN
dpc-2078	291	20	.	.	PUNCT
dpc-2078	292	1	dermatol	dermatol	NOUN
dpc-2078	292	2	surg	surg	NOUN
dpc-2078	292	3	.	.	PUNCT
dpc-2078	293	1	2007;37(1):91	2007;37(1):91	NUM
dpc-2078	293	2	–	–	PUNCT
dpc-2078	293	3	99	99	NUM
dpc-2078	293	4	.	.	PUNCT
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dpc-2078	293	7	 	 	SPACE
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dpc-2078	293	11	-	-	PUNCT
dpc-2078	293	12	4725.2007.33015.x	4725.2007.33015.x	NOUN
dpc-2078	293	13	.	.	PUNCT
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dpc-2078	294	2	:	:	PUNCT
dpc-2078	294	3	 	 	SPACE
dpc-2078	294	4	17214687	17214687	NUM
dpc-2078	294	5	.	.	PUNCT
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dpc-2078	295	8	,	,	PUNCT
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dpc-2078	295	11	.	.	PROPN
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dpc-2078	295	17	in	in	ADP
dpc-2078	295	18	situ	situ	NOUN
dpc-2078	295	19	.	.	PUNCT
dpc-2078	296	1	jama	jama	PROPN
dpc-2078	296	2	dermatol	dermatol	NOUN
dpc-2078	296	3	.	.	PUNCT
dpc-2078	297	1	2018;154(4):398	2018;154(4):398	NUM
dpc-2078	297	2	-	-	SYM
dpc-2078	297	3	399	399	NUM
dpc-2078	297	4	.	.	PUNCT
dpc-2078	298	1	doi	doi	NOUN
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dpc-2078	298	3	 	 	SPACE
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dpc-2078	298	5	/	/	SYM
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dpc-2078	298	7	.	.	PUNCT
dpc-2078	299	1	pmid	pmid	NOUN
dpc-2078	299	2	:	:	PUNCT
dpc-2078	299	3	 	 	SPACE
dpc-2078	299	4	29466567	29466567	NUM
dpc-2078	299	5	.	.	PUNCT
dpc-2078	300	1	8	8	X
dpc-2078	300	2	.	.	X
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dpc-2078	300	8	of	of	ADP
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dpc-2078	300	10	:	:	PUNCT
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dpc-2078	300	12	the	the	DET
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dpc-2078	300	16	.	.	PUNCT
dpc-2078	301	1	jama	jama	PROPN
dpc-2078	301	2	dermatol	dermatol	NOUN
dpc-2078	301	3	.	.	PUNCT
dpc-2078	302	1	2021;157(5):511–513	2021;157(5):511–513	NUM
dpc-2078	302	2	.	.	PUNCT
dpc-2078	303	1	doi	doi	NOUN
dpc-2078	303	2	:	:	PUNCT
dpc-2078	303	3	 	 	SPACE
dpc-2078	303	4	10.1001	10.1001	NUM
dpc-2078	303	5	/	/	SYM
dpc-2078	303	6	jamadermatol.2020.5650	jamadermatol.2020.5650	PROPN
dpc-2078	303	7	.	.	PUNCT
dpc-2078	304	1	pmid	pmid	NOUN
dpc-2078	304	2	:	:	PUNCT
dpc-2078	304	3	 	 	SPACE
dpc-2078	304	4	33729450	33729450	NUM
dpc-2078	304	5	.	.	PUNCT
dpc-2078	305	1	9	9	X
dpc-2078	305	2	.	.	X
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dpc-2078	305	5	,	,	PUNCT
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dpc-2078	305	8	,	,	PUNCT
dpc-2078	305	9	kerr	kerr	PROPN
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dpc-2078	305	12	et	et	PROPN
dpc-2078	305	13	al	al	PROPN
dpc-2078	305	14	.	.	PROPN
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dpc-2078	305	18	?	?	PUNCT
dpc-2078	306	1	a	a	DET
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dpc-2078	306	3	of	of	ADP
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dpc-2078	307	5	.	.	PUNCT
dpc-2078	308	1	2021;85(4):841846	2021;85(4):841846	NUM
dpc-2078	308	2	..	..	SYM
dpc-2078	308	3	doi	doi	NOUN
dpc-2078	308	4	:	:	PUNCT
dpc-2078	308	5	 	 	SPACE
dpc-2078	308	6	10.1016	10.1016	NUM
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dpc-2078	308	9	.	.	PUNCT
dpc-2078	309	1	pmid	pmid	NOUN
dpc-2078	309	2	:	:	PUNCT
dpc-2078	309	3	 	 	SPACE
dpc-2078	309	4	34116095	34116095	NUM
dpc-2078	309	5	.	.	PUNCT
dpc-2078	310	1	10	10	NUM
dpc-2078	310	2	.	.	PUNCT
dpc-2078	310	3	welch	welch	PROPN
dpc-2078	310	4	hg	hg	PROPN
dpc-2078	310	5	,	,	PUNCT
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dpc-2078	310	8	,	,	PUNCT
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dpc-2078	311	1	the	the	DET
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dpc-2078	311	3	rise	rise	NOUN
dpc-2078	311	4	in	in	ADP
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dpc-2078	311	8	.	.	PUNCT
dpc-2078	312	1	n	n	PROPN
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dpc-2078	312	3	j	j	PROPN
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dpc-2078	313	2	-	-	SYM
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dpc-2078	313	4	.	.	PUNCT
dpc-2078	314	1	doi	doi	NOUN
dpc-2078	314	2	:	:	PUNCT
dpc-2078	314	3	 	 	SPACE
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dpc-2078	314	5	/	/	SYM
dpc-2078	314	6	nejmsb2019760	nejmsb2019760	PROPN
dpc-2078	314	7	.	.	PUNCT
dpc-2078	315	1	pmid	pmid	NOUN
dpc-2078	315	2	:	:	PUNCT
dpc-2078	315	3	 	 	SPACE
dpc-2078	315	4	33406334	33406334	NUM
dpc-2078	315	5	.	.	PUNCT
dpc-2078	316	1	11	11	NUM
dpc-2078	316	2	.	.	X
dpc-2078	316	3	tognetti	tognetti	PROPN
dpc-2078	316	4	l	l	PROPN
dpc-2078	316	5	,	,	PUNCT
dpc-2078	316	6	cinotti	cinotti	NOUN
dpc-2078	316	7	e	e	NOUN
dpc-2078	316	8	,	,	PUNCT
dpc-2078	316	9	moscarella	moscarella	NOUN
dpc-2078	316	10	e	e	NOUN
dpc-2078	316	11	,	,	PUNCT
dpc-2078	316	12	et	et	PROPN
dpc-2078	316	13	al	al	PROPN
dpc-2078	316	14	.	.	PROPN
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dpc-2078	316	16	of	of	ADP
dpc-2078	316	17	clinical	clinical	ADJ
dpc-2078	316	18	and	and	CCONJ
dpc-2078	316	19	personal	personal	ADJ
dpc-2078	316	20	data	datum	NOUN
dpc-2078	316	21	in	in	ADP
dpc-2078	316	22	the	the	DET
dpc-2078	316	23	dermoscopic	dermoscopic	ADJ
dpc-2078	316	24	differentiation	differentiation	NOUN
dpc-2078	316	25	between	between	ADP
dpc-2078	316	26	early	early	ADJ
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dpc-2078	316	29	atypical	atypical	ADJ
dpc-2078	316	30	nevi	nevi	NOUN
dpc-2078	316	31	.	.	PUNCT
dpc-2078	317	1	dermatol	dermatol	NOUN
dpc-2078	317	2	pract	pract	PROPN
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dpc-2078	317	4	.	.	PUNCT
dpc-2078	318	1	2018;8(4):324	2018;8(4):324	NUM
dpc-2078	318	2	-	-	SYM
dpc-2078	318	3	327	327	NUM
dpc-2078	318	4	.	.	PUNCT
dpc-2078	319	1	doi	doi	NOUN
dpc-2078	319	2	:	:	PUNCT
dpc-2078	319	3	  	  	SPACE
dpc-2078	319	4	10.5826	10.5826	NUM
dpc-2078	319	5	/	/	SYM
dpc-2078	320	1	dpc.0804a16	dpc.0804a16	NOUN
dpc-2078	320	2	.	.	PUNCT
dpc-2078	321	1	pmid	pmid	NOUN
dpc-2078	321	2	:	:	PUNCT
dpc-2078	321	3	 	 	SPACE
dpc-2078	321	4	30479866	30479866	NUM
dpc-2078	321	5	.	.	PUNCT
dpc-2078	322	1	12	12	NUM
dpc-2078	322	2	.	.	PUNCT
dpc-2078	323	1	yap	yap	PROPN
dpc-2078	323	2	j	j	PROPN
dpc-2078	323	3	,	,	PUNCT
dpc-2078	323	4	yolland	yolland	PROPN
dpc-2078	324	1	w	w	NOUN
dpc-2078	324	2	,	,	PUNCT
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dpc-2078	324	5	multimodal	multimodal	NOUN
dpc-2078	324	6	skin	skin	NOUN
dpc-2078	324	7	lesion	lesion	NOUN
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dpc-2078	324	9	using	use	VERB
dpc-2078	324	10	deep	deep	ADJ
dpc-2078	324	11	learning	learning	NOUN
dpc-2078	324	12	.	.	PUNCT
dpc-2078	325	1	exp	exp	NOUN
dpc-2078	325	2	dermatol	dermatol	NOUN
dpc-2078	325	3	.	.	PUNCT
dpc-2078	326	1	2018;27(11):12611267	2018;27(11):12611267	X
dpc-2078	326	2	.	.	PUNCT
dpc-2078	326	3	doi	doi	NOUN
dpc-2078	326	4	:	:	PUNCT
dpc-2078	326	5	 	 	SPACE
dpc-2078	326	6	10.1111	10.1111	NUM
dpc-2078	326	7	/	/	SYM
dpc-2078	326	8	exd.13777	exd.13777	PROPN
dpc-2078	326	9	.	.	PUNCT
dpc-2078	327	1	pmid	pmid	NOUN
dpc-2078	327	2	:	:	PUNCT
dpc-2078	327	3	 	 	SPACE
dpc-2078	327	4	30187575	30187575	NUM
dpc-2078	327	5	.	.	PUNCT
dpc-2078	328	1	13	13	NUM
dpc-2078	328	2	.	.	X
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dpc-2078	328	4	l	l	PROPN
dpc-2078	328	5	,	,	PUNCT
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dpc-2078	328	7	g	g	NOUN
dpc-2078	328	8	,	,	PUNCT
dpc-2078	328	9	moscarella	moscarella	NOUN
dpc-2078	328	10	e	e	NOUN
dpc-2078	328	11	,	,	PUNCT
dpc-2078	328	12	et	et	PROPN
dpc-2078	328	13	al	al	PROPN
dpc-2078	328	14	.	.	PUNCT
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dpc-2078	329	2	of	of	ADP
dpc-2078	329	3	an	an	DET
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dpc-2078	329	13	platform	platform	NOUN
dpc-2078	329	14	:	:	PUNCT
dpc-2078	329	15	the	the	DET
dpc-2078	329	16	idscore	idscore	ADJ
dpc-2078	329	17	project	project	NOUN
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dpc-2078	329	19	early	early	ADJ
dpc-2078	329	20	detection	detection	NOUN
dpc-2078	329	21	of	of	ADP
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dpc-2078	329	23	.	.	PUNCT
dpc-2078	330	1	j	j	PROPN
dpc-2078	330	2	eur	eur	PROPN
dpc-2078	330	3	acad	acad	PROPN
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dpc-2078	330	6	.	.	PUNCT
dpc-2078	331	1	2020;34(3):640	2020;34(3):640	NUM
dpc-2078	331	2	-	-	SYM
dpc-2078	331	3	647	647	NUM
dpc-2078	331	4	.	.	PUNCT
dpc-2078	332	1	doi	doi	NOUN
dpc-2078	332	2	:	:	PUNCT
dpc-2078	332	3	 	 	SPACE
dpc-2078	332	4	10.1111	10.1111	NUM
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dpc-2078	332	6	jdv.15923	jdv.15923	NOUN
dpc-2078	332	7	.	.	PUNCT
dpc-2078	333	1	pmid	pmid	NOUN
dpc-2078	333	2	:	:	PUNCT
dpc-2078	333	3	 	 	SPACE
dpc-2078	333	4	31465600	31465600	NUM
dpc-2078	333	5	.	.	PUNCT
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dpc-2078	334	2	.	.	PUNCT
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dpc-2078	334	14	.	.	PUNCT
dpc-2078	335	1	the	the	DET
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dpc-2078	335	3	of	of	ADP
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dpc-2078	335	7	sun	sun	NOUN
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dpc-2078	335	9	on	on	ADP
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dpc-2078	335	11	dermoscopic	dermoscopic	ADJ
dpc-2078	335	12	recognition	recognition	NOUN
dpc-2078	335	13	of	of	ADP
dpc-2078	335	14	original	original	ADJ
dpc-2078	335	15	article	article	NOUN
dpc-2078	335	16	|	|	ADV
dpc-2078	335	17	dermatol	dermatol	ADJ
dpc-2078	335	18	pract	pract	NOUN
dpc-2078	335	19	concept	concept	NOUN
dpc-2078	335	20	.	.	PUNCT
dpc-2078	336	1	2022;12(3):e2022134	2022;12(3):e2022134	NUM
dpc-2078	336	2	11	11	NUM
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dpc-2078	336	4	.	.	PUNCT
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dpc-2078	337	18	in	in	ADP
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dpc-2078	338	1	j	j	PROPN
dpc-2078	338	2	am	be	AUX
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dpc-2078	338	5	.	.	PUNCT
dpc-2078	339	1	2020;82(5):1102	2020;82(5):1102	NUM
dpc-2078	339	2	-	-	PUNCT
dpc-2078	339	3	1108.e3	1108.e3	NUM
dpc-2078	339	4	.	.	PUNCT
dpc-2078	340	1	doi	doi	NOUN
dpc-2078	340	2	:	:	PUNCT
dpc-2078	340	3	  	  	SPACE
dpc-2078	340	4	10.1016	10.1016	NUM
dpc-2078	340	5	/	/	SYM
dpc-2078	340	6	j.	j.	PROPN
dpc-2078	340	7	jaad.2017.11.049	jaad.2017.11.049	PROPN
dpc-2078	340	8	.	.	PUNCT
dpc-2078	341	1	pmid	pmid	PROPN
dpc-2078	341	2	:	:	PUNCT
dpc-2078	341	3	 	 	SPACE
dpc-2078	341	4	29203439	29203439	NUM
dpc-2078	341	5	.	.	PUNCT
dpc-2078	342	1	pmcid	pmcid	NOUN
dpc-2078	342	2	:	:	PUNCT
dpc-2078	342	3	pmc5984658	pmc5984658	ADJ
dpc-2078	342	4	.	.	PUNCT
dpc-2078	343	1	29	29	NUM
dpc-2078	343	2	.	.	X
dpc-2078	343	3	argenziano	argenziano	VERB
dpc-2078	343	4	g	g	PROPN
dpc-2078	343	5	,	,	PUNCT
dpc-2078	343	6	giacomel	giacomel	PROPN
dpc-2078	343	7	j	j	PROPN
dpc-2078	343	8	,	,	PUNCT
dpc-2078	343	9	zalaudek	zalaudek	PROPN
dpc-2078	343	10	i	i	PROPN
dpc-2078	343	11	,	,	PUNCT
dpc-2078	343	12	et	et	PROPN
dpc-2078	343	13	al	al	PROPN
dpc-2078	343	14	.	.	PROPN
dpc-2078	343	15	twenty	twenty	NUM
dpc-2078	343	16	nevi	nevi	ADJ
dpc-2078	343	17	on	on	ADP
dpc-2078	343	18	the	the	DET
dpc-2078	343	19	arms	arm	NOUN
dpc-2078	343	20	:	:	PUNCT
dpc-2078	343	21	a	a	DET
dpc-2078	343	22	simple	simple	ADJ
dpc-2078	343	23	rule	rule	NOUN
dpc-2078	343	24	to	to	PART
dpc-2078	343	25	identify	identify	VERB
dpc-2078	343	26	patients	patient	NOUN
dpc-2078	343	27	younger	young	ADJ
dpc-2078	343	28	than	than	ADP
dpc-2078	343	29	50	50	NUM
dpc-2078	343	30	years	year	NOUN
dpc-2078	343	31	of	of	ADP
dpc-2078	343	32	age	age	NOUN
dpc-2078	343	33	at	at	ADP
dpc-2078	343	34	higher	high	ADJ
dpc-2078	343	35	risk	risk	NOUN
dpc-2078	343	36	for	for	ADP
dpc-2078	343	37	melanoma	melanoma	NOUN
dpc-2078	343	38	.	.	PUNCT
dpc-2078	344	1	eur	eur	PROPN
dpc-2078	344	2	j	j	PROPN
dpc-2078	344	3	cancer	cancer	NOUN
dpc-2078	344	4	prev	prev	X
dpc-2078	344	5	.	.	PUNCT
dpc-2078	345	1	2014;23(5):458	2014;23(5):458	NUM
dpc-2078	345	2	-	-	PUNCT
dpc-2078	345	3	63	63	NUM
dpc-2078	345	4	.	.	PUNCT
dpc-2078	346	1	doi	doi	NOUN
dpc-2078	346	2	:	:	PUNCT
dpc-2078	346	3	  	  	SPACE
dpc-2078	346	4	10.1097	10.1097	NUM
dpc-2078	346	5	/	/	SYM
dpc-2078	346	6	cej.0000000000000053	cej.0000000000000053	NUM
dpc-2078	346	7	.	.	PUNCT
dpc-2078	347	1	pmid	pmid	NOUN
dpc-2078	347	2	:	:	PUNCT
dpc-2078	347	3	 	 	SPACE
dpc-2078	347	4	25068806	25068806	NUM
dpc-2078	347	5	.	.	PUNCT
dpc-2078	348	1	30	30	NUM
dpc-2078	348	2	.	.	PUNCT
dpc-2078	349	1	garbe	garbe	PROPN
dpc-2078	349	2	c	c	PROPN
dpc-2078	349	3	,	,	PUNCT
dpc-2078	349	4	buttner	buttner	NOUN
dpc-2078	349	5	p	p	X
dpc-2078	349	6	,	,	PUNCT
dpc-2078	349	7	weiss	weiss	PROPN
dpc-2078	349	8	j	j	PROPN
dpc-2078	349	9	,	,	PUNCT
dpc-2078	349	10	et	et	PROPN
dpc-2078	349	11	al	al	PROPN
dpc-2078	349	12	.	.	PROPN
dpc-2078	350	1	associated	associate	VERB
dpc-2078	350	2	factors	factor	NOUN
dpc-2078	350	3	in	in	ADP
dpc-2078	350	4	the	the	DET
dpc-2078	350	5	prevalence	prevalence	NOUN
dpc-2078	350	6	of	of	ADP
dpc-2078	350	7	more	more	ADJ
dpc-2078	350	8	than	than	ADP
dpc-2078	350	9	50	50	NUM
dpc-2078	350	10	common	common	ADJ
dpc-2078	350	11	melanocytic	melanocytic	ADJ
dpc-2078	350	12	nevi	nevi	NOUN
dpc-2078	350	13	,	,	PUNCT
dpc-2078	350	14	atypical	atypical	ADJ
dpc-2078	350	15	melanocytic	melanocytic	ADJ
dpc-2078	350	16	nevi	nevi	NOUN
dpc-2078	350	17	,	,	PUNCT
dpc-2078	350	18	and	and	CCONJ
dpc-2078	350	19	actinic	actinic	ADJ
dpc-2078	350	20	lentigines	lentigo	NOUN
dpc-2078	350	21	:	:	PUNCT
dpc-2078	350	22	multicenter	multicenter	NOUN
dpc-2078	350	23	case	case	NOUN
dpc-2078	350	24	-	-	PUNCT
dpc-2078	350	25	control	control	NOUN
dpc-2078	350	26	study	study	NOUN
dpc-2078	350	27	of	of	ADP
dpc-2078	350	28	the	the	DET
dpc-2078	350	29	central	central	ADJ
dpc-2078	350	30	malignant	malignant	ADJ
dpc-2078	350	31	melanoma	melanoma	NOUN
dpc-2078	350	32	registry	registry	NOUN
dpc-2078	350	33	of	of	ADP
dpc-2078	350	34	the	the	DET
dpc-2078	350	35	german	german	ADJ
dpc-2078	350	36	dermatological	dermatological	ADJ
dpc-2078	350	37	society	society	NOUN
dpc-2078	350	38	.	.	PUNCT
dpc-2078	351	1	j	j	PROPN
dpc-2078	351	2	invest	invest	VERB
dpc-2078	351	3	dermatol	dermatol	NOUN
dpc-2078	351	4	.	.	PUNCT
dpc-2078	352	1	1994;102(5):700705	1994;102(5):700705	NUM
dpc-2078	352	2	.	.	PUNCT
dpc-2078	353	1	doi	doi	NOUN
dpc-2078	353	2	:	:	PUNCT
dpc-2078	353	3	 	 	SPACE
dpc-2078	353	4	10.1111/1523	10.1111/1523	NUM
dpc-2078	353	5	-	-	PUNCT
dpc-2078	353	6	1747.ep12374298	1747.ep12374298	NOUN
dpc-2078	353	7	.	.	PUNCT
dpc-2078	354	1	pmid	pmid	NOUN
dpc-2078	354	2	:	:	PUNCT
dpc-2078	354	3	 	 	SPACE
dpc-2078	354	4	8176251	8176251	NUM
dpc-2078	354	5	31	31	NUM
dpc-2078	354	6	.	.	PUNCT
dpc-2078	355	1	dennis	dennis	PROPN
dpc-2078	355	2	lk	lk	PROPN
dpc-2078	355	3	,	,	PUNCT
dpc-2078	355	4	white	white	ADJ
dpc-2078	355	5	e	e	PROPN
dpc-2078	355	6	,	,	PUNCT
dpc-2078	355	7	lee	lee	PROPN
dpc-2078	355	8	ja	ja	PROPN
dpc-2078	355	9	,	,	PUNCT
dpc-2078	355	10	et	et	PROPN
dpc-2078	355	11	al	al	PROPN
dpc-2078	355	12	.	.	PUNCT
dpc-2078	356	1	constitutional	constitutional	ADJ
dpc-2078	356	2	factors	factor	NOUN
dpc-2078	356	3	and	and	CCONJ
dpc-2078	356	4	sun	sun	NOUN
dpc-2078	356	5	exposure	exposure	NOUN
dpc-2078	356	6	in	in	ADP
dpc-2078	356	7	relation	relation	NOUN
dpc-2078	356	8	to	to	ADP
dpc-2078	356	9	nevi	nevi	NOUN
dpc-2078	356	10	:	:	PUNCT
dpc-2078	356	11	a	a	DET
dpc-2078	356	12	population	population	NOUN
dpc-2078	356	13	-	-	PUNCT
dpc-2078	356	14	based	base	VERB
dpc-2078	356	15	crosssectional	crosssectional	ADJ
dpc-2078	356	16	study	study	NOUN
dpc-2078	356	17	.	.	PUNCT
dpc-2078	357	1	am	be	AUX
dpc-2078	357	2	j	j	PROPN
dpc-2078	357	3	epidemiol	epidemiol	PROPN
dpc-2078	357	4	.	.	PUNCT
dpc-2078	358	1	1996;143(3):248	1996;143(3):248	NUM
dpc-2078	358	2	-	-	SYM
dpc-2078	358	3	256	256	NUM
dpc-2078	358	4	.	.	PUNCT
dpc-2078	358	5	doi	doi	NOUN
dpc-2078	358	6	:	:	PUNCT
dpc-2078	358	7	  	  	SPACE
dpc-2078	358	8	10.1093/	10.1093/	NUM
dpc-2078	358	9	oxfordjournals.aje.a008735	oxfordjournals.aje.a008735	NUM
dpc-2078	358	10	.	.	PUNCT
dpc-2078	359	1	pmid	pmid	NOUN
dpc-2078	359	2	:	:	PUNCT
dpc-2078	359	3	 	 	SPACE
dpc-2078	359	4	8561158	8561158	NUM
dpc-2078	359	5	32	32	NUM
dpc-2078	359	6	.	.	PUNCT
dpc-2078	360	1	carli	carli	PROPN
dpc-2078	360	2	p	p	PROPN
dpc-2078	360	3	,	,	PUNCT
dpc-2078	360	4	naldi	naldi	PROPN
dpc-2078	360	5	l	l	PROPN
dpc-2078	360	6	,	,	PUNCT
dpc-2078	360	7	lovati	lovati	PROPN
dpc-2078	360	8	s	s	PART
dpc-2078	360	9	,	,	PUNCT
dpc-2078	360	10	la	la	X
dpc-2078	360	11	vecchia	vecchia	PROPN
dpc-2078	360	12	c	c	X
dpc-2078	360	13	;	;	PUNCT
dpc-2078	360	14	oncology	oncology	NOUN
dpc-2078	360	15	cooperative	cooperative	ADJ
dpc-2078	360	16	group	group	NOUN
dpc-2078	360	17	of	of	ADP
dpc-2078	360	18	the	the	DET
dpc-2078	360	19	italian	italian	ADJ
dpc-2078	360	20	group	group	NOUN
dpc-2078	360	21	for	for	ADP
dpc-2078	360	22	epidemiologic	epidemiologic	ADJ
dpc-2078	360	23	research	research	NOUN
dpc-2078	360	24	in	in	ADP
dpc-2078	360	25	dermatology	dermatology	NOUN
dpc-2078	360	26	(	(	PUNCT
dpc-2078	360	27	gised	gise	VERB
dpc-2078	360	28	)	)	PUNCT
dpc-2078	360	29	.	.	PUNCT
dpc-2078	361	1	oncology	oncology	NOUN
dpc-2078	361	2	cooperative	cooperative	ADJ
dpc-2078	361	3	group	group	NOUN
dpc-2078	361	4	of	of	ADP
dpc-2078	361	5	the	the	DET
dpc-2078	361	6	italian	italian	ADJ
dpc-2078	361	7	group	group	NOUN
dpc-2078	361	8	for	for	ADP
dpc-2078	361	9	epidemiologic	epidemiologic	ADJ
dpc-2078	361	10	research	research	NOUN
dpc-2078	361	11	in	in	ADP
dpc-2078	361	12	dermatology	dermatology	NOUN
dpc-2078	361	13	.	.	PUNCT
dpc-2078	362	1	the	the	DET
dpc-2078	362	2	density	density	NOUN
dpc-2078	362	3	of	of	ADP
dpc-2078	362	4	melanocytic	melanocytic	ADJ
dpc-2078	362	5	nevi	nevi	NOUN
dpc-2078	362	6	correlates	correlate	VERB
dpc-2078	362	7	with	with	ADP
dpc-2078	362	8	constitutional	constitutional	ADJ
dpc-2078	362	9	variables	variable	NOUN
dpc-2078	362	10	and	and	CCONJ
dpc-2078	362	11	history	history	NOUN
dpc-2078	362	12	of	of	ADP
dpc-2078	362	13	sunburns	sunburn	NOUN
dpc-2078	362	14	:	:	PUNCT
dpc-2078	362	15	a	a	DET
dpc-2078	362	16	prevalence	prevalence	NOUN
dpc-2078	362	17	study	study	NOUN
dpc-2078	362	18	among	among	ADP
dpc-2078	362	19	italian	italian	ADJ
dpc-2078	362	20	schoolchildren	schoolchildren	NOUN
dpc-2078	362	21	.	.	PUNCT
dpc-2078	363	1	int	int	NOUN
dpc-2078	363	2	j	j	PROPN
dpc-2078	363	3	cancer	cancer	NOUN
dpc-2078	363	4	.	.	PUNCT
dpc-2078	364	1	2002;101(4):375	2002;101(4):375	NUM
dpc-2078	364	2	-	-	SYM
dpc-2078	364	3	379	379	NUM
dpc-2078	364	4	.	.	PUNCT
dpc-2078	365	1	doi	doi	NOUN
dpc-2078	365	2	:	:	PUNCT
dpc-2078	365	3	  	  	SPACE
dpc-2078	365	4	10.1002/	10.1002/	NUM
dpc-2078	365	5	ijc.10629	ijc.10629	ADJ
dpc-2078	365	6	.	.	PUNCT
dpc-2078	366	1	pmid	pmid	NOUN
dpc-2078	366	2	:	:	PUNCT
dpc-2078	366	3	 	 	SPACE
dpc-2078	366	4	12209963	12209963	NUM
dpc-2078	366	5	.	.	PUNCT
dpc-2078	367	1	33	33	NUM
dpc-2078	367	2	.	.	PUNCT
dpc-2078	368	1	whiteman	whiteman	PROPN
dpc-2078	368	2	dc	dc	PROPN
dpc-2078	368	3	,	,	PUNCT
dpc-2078	368	4	whiteman	whiteman	PROPN
dpc-2078	368	5	ca	ca	PROPN
dpc-2078	368	6	,	,	PUNCT
dpc-2078	368	7	green	green	PROPN
dpc-2078	368	8	ac	ac	PROPN
dpc-2078	368	9	.	.	PUNCT
dpc-2078	369	1	childhood	childhood	PROPN
dpc-2078	369	2	sun	sun	PROPN
dpc-2078	369	3	exposure	exposure	NOUN
dpc-2078	369	4	as	as	ADP
dpc-2078	369	5	a	a	DET
dpc-2078	369	6	risk	risk	NOUN
dpc-2078	369	7	factor	factor	NOUN
dpc-2078	369	8	for	for	ADP
dpc-2078	369	9	melanoma	melanoma	NOUN
dpc-2078	369	10	:	:	PUNCT
dpc-2078	369	11	a	a	DET
dpc-2078	369	12	systematic	systematic	ADJ
dpc-2078	369	13	review	review	NOUN
dpc-2078	369	14	of	of	ADP
dpc-2078	369	15	epidemiologic	epidemiologic	ADJ
dpc-2078	369	16	studies	study	NOUN
dpc-2078	369	17	.	.	PUNCT
dpc-2078	370	1	cancer	cancer	NOUN
dpc-2078	370	2	causes	cause	VERB
dpc-2078	370	3	control	control	NOUN
dpc-2078	370	4	.	.	PUNCT
dpc-2078	371	1	2001;12(1):69	2001;12(1):69	NUM
dpc-2078	371	2	-	-	SYM
dpc-2078	371	3	82	82	NUM
dpc-2078	371	4	.	.	PUNCT
dpc-2078	371	5	doi	doi	NOUN
dpc-2078	371	6	:	:	PUNCT
dpc-2078	371	7	 	 	SPACE
dpc-2078	371	8	10.1023	10.1023	NUM
dpc-2078	371	9	/	/	SYM
dpc-2078	371	10	a:1008980919928	a:1008980919928	PROPN
dpc-2078	371	11	.	.	PUNCT
dpc-2078	372	1	pmid	pmid	NOUN
dpc-2078	372	2	:	:	PUNCT
dpc-2078	372	3	 	 	SPACE
dpc-2078	372	4	11227927	11227927	NUM
dpc-2078	372	5	.	.	PUNCT
dpc-2078	373	1	34	34	NUM
dpc-2078	373	2	.	.	PUNCT
dpc-2078	374	1	karlsson	karlsson	PROPN
dpc-2078	374	2	ma	ma	PROPN
dpc-2078	374	3	,	,	PUNCT
dpc-2078	374	4	rodvall	rodvall	ADJ
dpc-2078	374	5	y	y	PROPN
dpc-2078	374	6	,	,	PUNCT
dpc-2078	374	7	wahlgren	wahlgren	PROPN
dpc-2078	374	8	cf	cf	PROPN
dpc-2078	374	9	,	,	PUNCT
dpc-2078	374	10	et	et	PROPN
dpc-2078	374	11	al	al	PROPN
dpc-2078	374	12	.	.	PROPN
dpc-2078	375	1	similar	similar	ADJ
dpc-2078	375	2	anatomical	anatomical	ADJ
dpc-2078	375	3	distributions	distribution	NOUN
dpc-2078	375	4	of	of	ADP
dpc-2078	375	5	childhood	childhood	NOUN
dpc-2078	375	6	naevi	naevi	NOUN
dpc-2078	375	7	and	and	CCONJ
dpc-2078	375	8	cutaneous	cutaneous	ADJ
dpc-2078	375	9	melanoma	melanoma	NOUN
dpc-2078	375	10	in	in	ADP
dpc-2078	375	11	young	young	ADJ
dpc-2078	375	12	adults	adult	NOUN
dpc-2078	375	13	residing	reside	VERB
dpc-2078	375	14	in	in	ADP
dpc-2078	375	15	northern	northern	ADJ
dpc-2078	375	16	and	and	CCONJ
dpc-2078	375	17	southern	southern	ADJ
dpc-2078	375	18	sweden	sweden	PROPN
dpc-2078	375	19	.	.	PUNCT
dpc-2078	376	1	eur	eur	PROPN
dpc-2078	376	2	j	j	PROPN
dpc-2078	376	3	cancer	cancer	NOUN
dpc-2078	376	4	.	.	PUNCT
dpc-2078	377	1	2015;51(14):2067	2015;51(14):2067	X
dpc-2078	377	2	-	-	SYM
dpc-2078	377	3	2075	2075	NUM
dpc-2078	377	4	.	.	PUNCT
dpc-2078	378	1	doi	doi	NOUN
dpc-2078	378	2	:	:	PUNCT
dpc-2078	378	3	 	 	SPACE
dpc-2078	378	4	10.1016	10.1016	NUM
dpc-2078	378	5	/	/	SYM
dpc-2078	378	6	j.	j.	PROPN
dpc-2078	378	7	ejca.2015.06.114	ejca.2015.06.114	PROPN
dpc-2078	378	8	.	.	PUNCT
dpc-2078	379	1	pmid	pmid	NOUN
dpc-2078	379	2	:	:	PUNCT
dpc-2078	379	3	 	 	SPACE
dpc-2078	379	4	26187511	26187511	NUM
dpc-2078	379	5	.	.	PUNCT
dpc-2078	380	1	35	35	NUM
dpc-2078	380	2	.	.	PUNCT
dpc-2078	381	1	karlsson	karlsson	PROPN
dpc-2078	381	2	ma	ma	PROPN
dpc-2078	381	3	,	,	PUNCT
dpc-2078	381	4	rodvall	rodvall	ADJ
dpc-2078	381	5	y	y	PROPN
dpc-2078	381	6	,	,	PUNCT
dpc-2078	381	7	wahlgren	wahlgren	PROPN
dpc-2078	381	8	cf	cf	PROPN
dpc-2078	381	9	,	,	PUNCT
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dpc-2078	381	16	anatomical	anatomical	ADJ
dpc-2078	381	17	distributions	distribution	NOUN
dpc-2078	381	18	of	of	ADP
dpc-2078	381	19	childhood	childhood	NOUN
dpc-2078	381	20	naevi	naevi	NOUN
dpc-2078	381	21	and	and	CCONJ
dpc-2078	381	22	cutaneous	cutaneous	ADJ
dpc-2078	381	23	melanoma	melanoma	NOUN
dpc-2078	381	24	in	in	ADP
dpc-2078	381	25	young	young	ADJ
dpc-2078	381	26	adults	adult	NOUN
dpc-2078	381	27	residing	reside	VERB
dpc-2078	381	28	in	in	ADP
dpc-2078	381	29	northern	northern	ADJ
dpc-2078	381	30	and	and	CCONJ
dpc-2078	381	31	southern	southern	ADJ
dpc-2078	381	32	sweden	sweden	PROPN
dpc-2078	381	33	.	.	PUNCT
dpc-2078	382	1	eur	eur	PROPN
dpc-2078	382	2	j	j	PROPN
dpc-2078	382	3	cancer	cancer	NOUN
dpc-2078	382	4	.	.	PUNCT
dpc-2078	383	1	2015;51:2067	2015;51:2067	NUM
dpc-2078	383	2	-	-	SYM
dpc-2078	383	3	2075	2075	NUM
dpc-2078	383	4	.	.	PUNCT
dpc-2078	384	1	doi	doi	NOUN
dpc-2078	384	2	:	:	PUNCT
dpc-2078	384	3	 	 	SPACE
dpc-2078	384	4	10.1016	10.1016	NUM
dpc-2078	384	5	/	/	SYM
dpc-2078	384	6	j.	j.	PROPN
dpc-2078	384	7	ejca.2015.06.114	ejca.2015.06.114	PROPN
dpc-2078	384	8	.	.	PUNCT
dpc-2078	385	1	pmid	pmid	NOUN
dpc-2078	385	2	:	:	PUNCT
dpc-2078	385	3	 	 	SPACE
dpc-2078	385	4	26187511	26187511	NUM
dpc-2078	385	5	.	.	PUNCT
dpc-2078	386	1	36	36	NUM
dpc-2078	386	2	.	.	PUNCT
dpc-2078	387	1	delancey	delancey	PROPN
dpc-2078	387	2	jo	jo	PROPN
dpc-2078	387	3	,	,	PUNCT
dpc-2078	387	4	hannan	hannan	PROPN
dpc-2078	387	5	lm	lm	PROPN
dpc-2078	387	6	,	,	PUNCT
dpc-2078	387	7	gapstur	gapstur	VERB
dpc-2078	387	8	sm	sm	PROPN
dpc-2078	387	9	,	,	PUNCT
dpc-2078	387	10	thun	thun	PROPN
dpc-2078	387	11	mj	mj	PROPN
dpc-2078	387	12	.	.	PUNCT
dpc-2078	387	13	cigarette	cigarette	PROPN
dpc-2078	387	14	smoking	smoking	NOUN
dpc-2078	387	15	and	and	CCONJ
dpc-2078	387	16	the	the	DET
dpc-2078	387	17	risk	risk	NOUN
dpc-2078	387	18	of	of	ADP
dpc-2078	387	19	incident	incident	NOUN
dpc-2078	387	20	and	and	CCONJ
dpc-2078	387	21	fatal	fatal	ADJ
dpc-2078	387	22	melanoma	melanoma	NOUN
dpc-2078	387	23	in	in	ADP
dpc-2078	387	24	a	a	DET
dpc-2078	387	25	large	large	ADJ
dpc-2078	387	26	prospective	prospective	ADJ
dpc-2078	387	27	cohort	cohort	NOUN
dpc-2078	387	28	study	study	NOUN
dpc-2078	387	29	.	.	PUNCT
dpc-2078	388	1	cancer	cancer	NOUN
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dpc-2078	388	3	control	control	NOUN
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dpc-2078	389	1	2011;22(6):937	2011;22(6):937	NUM
dpc-2078	389	2	–	–	PUNCT
dpc-2078	389	3	42	42	NUM
dpc-2078	389	4	.	.	PUNCT
dpc-2078	390	1	doi	doi	NOUN
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dpc-2078	390	3	 	 	SPACE
dpc-2078	390	4	10.1007	10.1007	NUM
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dpc-2078	390	6	s10552	s10552	NOUN
dpc-2078	390	7	-	-	PUNCT
dpc-2078	390	8	011	011	NUM
dpc-2078	390	9	-	-	PUNCT
dpc-2078	390	10	9766	9766	NUM
dpc-2078	390	11	-	-	PUNCT
dpc-2078	390	12	z.	z.	PROPN
dpc-2078	390	13	pmid	pmid	PROPN
dpc-2078	390	14	:	:	PUNCT
dpc-2078	390	15	 	 	SPACE
dpc-2078	390	16	21544529	21544529	NUM
dpc-2078	390	17	.	.	PUNCT
dpc-2078	391	1	37	37	NUM
dpc-2078	391	2	.	.	PUNCT
dpc-2078	392	1	wei	wei	PROPN
dpc-2078	392	2	ex	ex	PROPN
dpc-2078	392	3	,	,	PUNCT
dpc-2078	392	4	li	li	PROPN
dpc-2078	392	5	x	x	PROPN
dpc-2078	392	6	,	,	PUNCT
dpc-2078	392	7	nan	nan	PROPN
dpc-2078	392	8	h.	h.	PROPN
dpc-2078	392	9	extremity	extremity	PROPN
dpc-2078	392	10	nevus	nevus	ADJ
dpc-2078	392	11	count	count	NOUN
dpc-2078	392	12	is	be	AUX
dpc-2078	392	13	an	an	DET
dpc-2078	392	14	independent	independent	ADJ
dpc-2078	392	15	risk	risk	NOUN
dpc-2078	392	16	factor	factor	NOUN
dpc-2078	392	17	for	for	ADP
dpc-2078	392	18	basal	basal	ADJ
dpc-2078	392	19	cell	cell	NOUN
dpc-2078	392	20	carcinoma	carcinoma	NOUN
dpc-2078	392	21	and	and	CCONJ
dpc-2078	392	22	melanoma	melanoma	NOUN
dpc-2078	392	23	,	,	PUNCT
dpc-2078	392	24	but	but	CCONJ
dpc-2078	392	25	not	not	PART
dpc-2078	392	26	squamous	squamous	ADJ
dpc-2078	392	27	cell	cell	NOUN
dpc-2078	392	28	carcinoma	carcinoma	NOUN
dpc-2078	392	29	.	.	PUNCT
dpc-2078	393	1	j	j	PROPN
dpc-2078	393	2	am	be	AUX
dpc-2078	393	3	acad	acad	PROPN
dpc-2078	393	4	dermato.l	dermato.l	NOUN
dpc-2078	393	5	2019;80(4):970	2019;80(4):970	PROPN
dpc-2078	393	6	-	-	SYM
dpc-2078	393	7	978	978	NUM
dpc-2078	393	8	.	.	PUNCT
dpc-2078	394	1	doi	doi	NOUN
dpc-2078	394	2	:	:	PUNCT
dpc-2078	394	3	 	 	SPACE
dpc-2078	394	4	10.1016	10.1016	NUM
dpc-2078	394	5	/	/	SYM
dpc-2078	394	6	j.jaad.2018.09.044	j.jaad.2018.09.044	PROPN
dpc-2078	394	7	.	.	PUNCT
dpc-2078	395	1	pmid	pmid	NOUN
dpc-2078	395	2	:	:	PUNCT
dpc-2078	395	3	 	 	SPACE
dpc-2078	395	4	30713015	30713015	NUM
dpc-2078	395	5	.	.	PUNCT
dpc-2078	396	1	38	38	NUM
dpc-2078	396	2	.	.	PUNCT
dpc-2078	397	1	kessides	kessides	PROPN
dpc-2078	397	2	mc	mc	PROPN
dpc-2078	397	3	,	,	PUNCT
dpc-2078	397	4	wheless	wheless	VERB
dpc-2078	397	5	l	l	NOUN
dpc-2078	397	6	,	,	PUNCT
dpc-2078	397	7	hoffman	hoffman	NOUN
dpc-2078	397	8	-	-	PUNCT
dpc-2078	397	9	bolton	bolton	PROPN
dpc-2078	397	10	j	j	PROPN
dpc-2078	397	11	,	,	PUNCT
dpc-2078	397	12	clipp	clipp	VERB
dpc-2078	397	13	s	s	PROPN
dpc-2078	397	14	,	,	PUNCT
dpc-2078	397	15	alani	alani	PROPN
dpc-2078	397	16	rm	rm	PROPN
dpc-2078	397	17	,	,	PUNCT
dpc-2078	397	18	alberg	alberg	PROPN
dpc-2078	397	19	aj	aj	PROPN
dpc-2078	397	20	.	.	PUNCT
dpc-2078	398	1	cigarette	cigarette	NOUN
dpc-2078	398	2	smoking	smoking	NOUN
dpc-2078	398	3	and	and	CCONJ
dpc-2078	398	4	malignant	malignant	ADJ
dpc-2078	398	5	melanoma	melanoma	NOUN
dpc-2078	398	6	:	:	PUNCT
dpc-2078	398	7	a	a	DET
dpc-2078	398	8	case	case	NOUN
dpc-2078	398	9	-	-	PUNCT
dpc-2078	398	10	control	control	NOUN
dpc-2078	398	11	study	study	NOUN
dpc-2078	398	12	.	.	PUNCT
dpc-2078	399	1	j	j	PROPN
dpc-2078	399	2	am	be	AUX
dpc-2078	399	3	acad	acad	ADJ
dpc-2078	399	4	dermatol	dermatol	NOUN
dpc-2078	399	5	.	.	PUNCT
dpc-2078	400	1	2011	2011	NUM
dpc-2078	400	2	;	;	PUNCT
dpc-2078	400	3	64(1):84–90	64(1):84–90	NUM
dpc-2078	400	4	.	.	X
dpc-2078	401	1	doi	doi	NOUN
dpc-2078	401	2	:	:	PUNCT
dpc-2078	401	3	  	  	SPACE
dpc-2078	401	4	10.1016	10.1016	NUM
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dpc-2078	401	7	.	.	PUNCT
dpc-2078	402	1	pmid	pmid	NOUN
dpc-2078	402	2	:	:	PUNCT
dpc-2078	402	3	  	  	SPACE
dpc-2078	402	4	20334951	20334951	NUM
dpc-2078	402	5	.	.	PUNCT
dpc-2078	403	1	pmcid	pmcid	NOUN
dpc-2078	403	2	:	:	PUNCT
dpc-2078	403	3	pmc2924442	pmc2924442	PROPN
dpc-2078	403	4	.	.	PUNCT
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dpc-2078	404	2	.	.	PUNCT
dpc-2078	405	1	sondermeijer	sondermeijer	PROPN
dpc-2078	405	2	l	l	PROPN
dpc-2078	405	3	,	,	PUNCT
dpc-2078	405	4	lamboo	lamboo	PROPN
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dpc-2078	405	6	,	,	PUNCT
dpc-2078	405	7	de	de	PROPN
dpc-2078	405	8	waal	waal	PROPN
dpc-2078	405	9	ac	ac	PROPN
dpc-2078	405	10	,	,	PUNCT
dpc-2078	405	11	et	et	PROPN
dpc-2078	405	12	al	al	PROPN
dpc-2078	405	13	.	.	PUNCT
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dpc-2078	405	15	smoking	smoking	NOUN
dpc-2078	405	16	and	and	CCONJ
dpc-2078	405	17	the	the	DET
dpc-2078	405	18	risk	risk	NOUN
dpc-2078	405	19	of	of	ADP
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dpc-2078	405	21	melanoma	melanoma	NOUN
dpc-2078	405	22	:	:	PUNCT
dpc-2078	405	23	a	a	DET
dpc-2078	405	24	case	case	NOUN
dpc-2078	405	25	-	-	PUNCT
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dpc-2078	406	2	.	.	PUNCT
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dpc-2078	407	2	-	-	SYM
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dpc-2078	407	4	.	.	PUNCT
dpc-2078	408	1	doi	doi	NOUN
dpc-2078	408	2	:	:	PUNCT
dpc-2078	408	3	  	  	SPACE
dpc-2078	408	4	10.1159/000502129	10.1159/000502129	NUM
dpc-2078	408	5	.	.	PUNCT
dpc-2078	409	1	pmid	pmid	NOUN
dpc-2078	409	2	:	:	PUNCT
dpc-2078	409	3	  	  	SPACE
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dpc-2078	409	5	.	.	PUNCT
dpc-2078	410	1	pmcid	pmcid	NOUN
dpc-2078	410	2	:	:	PUNCT
dpc-2078	410	3	pmc7257256	pmc7257256	PROPN
dpc-2078	410	4	.	.	PUNCT
dpc-2078	411	1	40	40	NUM
dpc-2078	411	2	.	.	PUNCT
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dpc-2078	412	2	x	x	PROPN
dpc-2078	412	3	,	,	PUNCT
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dpc-2078	412	5	p	p	X
dpc-2078	412	6	,	,	PUNCT
dpc-2078	412	7	de	de	X
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dpc-2078	412	9	i	i	PROPN
dpc-2078	412	10	,	,	PUNCT
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dpc-2078	412	12	e	e	PROPN
dpc-2078	412	13	,	,	PUNCT
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dpc-2078	412	15	l	l	PROPN
dpc-2078	412	16	,	,	PUNCT
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dpc-2078	412	18	h.	h.	PROPN
dpc-2078	412	19	height	height	PROPN
dpc-2078	412	20	,	,	PUNCT
dpc-2078	412	21	nevus	nevus	ADJ
dpc-2078	412	22	count	count	NOUN
dpc-2078	412	23	,	,	PUNCT
dpc-2078	412	24	and	and	CCONJ
dpc-2078	412	25	risk	risk	NOUN
dpc-2078	412	26	of	of	ADP
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dpc-2078	412	28	malignant	malignant	ADJ
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dpc-2078	412	30	:	:	PUNCT
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dpc-2078	412	35	cohorts	cohort	NOUN
dpc-2078	412	36	of	of	ADP
dpc-2078	412	37	us	we	PRON
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dpc-2078	414	2	-	-	SYM
dpc-2078	414	3	1056	1056	NUM
dpc-2078	414	4	.	.	PUNCT
dpc-2078	415	1	doi	doi	NOUN
dpc-2078	415	2	:	:	PUNCT
dpc-2078	415	3	  	  	SPACE
dpc-2078	415	4	10.1016	10.1016	NUM
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dpc-2078	415	7	.	.	PUNCT
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dpc-2078	416	3	 	 	SPACE
dpc-2078	416	4	32376423	32376423	NUM
dpc-2078	416	5	.	.	PUNCT
dpc-2078	417	1	41	41	NUM
dpc-2078	417	2	.	.	PUNCT
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dpc-2078	418	3	,	,	PUNCT
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dpc-2078	418	11	al	al	PROPN
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dpc-2078	418	15	on	on	ADP
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dpc-2078	418	17	arms	arm	NOUN
dpc-2078	418	18	:	:	PUNCT
dpc-2078	418	19	a	a	DET
dpc-2078	418	20	simple	simple	ADJ
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dpc-2078	418	22	to	to	PART
dpc-2078	418	23	identify	identify	VERB
dpc-2078	418	24	patients	patient	NOUN
dpc-2078	418	25	younger	young	ADJ
dpc-2078	418	26	than	than	ADP
dpc-2078	418	27	50	50	NUM
dpc-2078	418	28	years	year	NOUN
dpc-2078	418	29	of	of	ADP
dpc-2078	418	30	age	age	NOUN
dpc-2078	418	31	at	at	ADP
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dpc-2078	418	33	risk	risk	NOUN
dpc-2078	418	34	for	for	ADP
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dpc-2078	419	1	eur	eur	PROPN
dpc-2078	419	2	j	j	PROPN
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dpc-2078	419	4	prev	prev	X
dpc-2078	419	5	.	.	PROPN
dpc-2078	420	1	2014	2014	NUM
dpc-2078	420	2	23(5):458	23(5):458	NUM
dpc-2078	420	3	–	–	PUNCT
dpc-2078	420	4	63	63	NUM
dpc-2078	420	5	.	.	PUNCT
dpc-2078	421	1	doi	doi	NOUN
dpc-2078	421	2	:	:	PUNCT
dpc-2078	421	3	10.1097	10.1097	NUM
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dpc-2078	421	5	cej.0000000000000053	cej.0000000000000053	NUM
dpc-2078	421	6	.	.	PUNCT
dpc-2078	422	1	pmid	pmid	NOUN
dpc-2078	422	2	:	:	PUNCT
dpc-2078	422	3	25068806	25068806	NUM
dpc-2078	422	4	.	.	PUNCT
dpc-2078	423	1	42	42	NUM
dpc-2078	423	2	.	.	PUNCT
dpc-2078	424	1	ribero	ribero	PROPN
dpc-2078	424	2	s	s	PROPN
dpc-2078	424	3	,	,	PUNCT
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dpc-2078	424	6	,	,	PUNCT
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dpc-2078	424	9	abate	abate	NOUN
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dpc-2078	424	12	et	et	PROPN
dpc-2078	424	13	al	al	PROPN
dpc-2078	424	14	.	.	PROPN
dpc-2078	424	15	prediction	prediction	NOUN
dpc-2078	424	16	of	of	ADP
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dpc-2078	424	19	count	count	NOUN
dpc-2078	424	20	in	in	ADP
dpc-2078	424	21	a	a	DET
dpc-2078	424	22	healthy	healthy	ADJ
dpc-2078	424	23	u.k	u.k	PROPN
dpc-2078	424	24	.	.	PROPN
dpc-2078	424	25	population	population	NOUN
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dpc-2078	424	28	melanoma	melanoma	NOUN
dpc-2078	424	29	risk	risk	NOUN
dpc-2078	424	30	.	.	PUNCT
dpc-2078	425	1	br	br	PROPN
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dpc-2078	426	2	-	-	SYM
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dpc-2078	426	5	doi	doi	NOUN
dpc-2078	426	6	:	:	PUNCT
dpc-2078	426	7	  	  	SPACE
dpc-2078	426	8	10.1111/	10.1111/	NUM
dpc-2078	426	9	bjd.14216	bjd.14216	NUM
dpc-2078	426	10	.	.	PUNCT
dpc-2078	427	1	pmid	pmid	NOUN
dpc-2078	427	2	:	:	PUNCT
dpc-2078	427	3	 	 	SPACE
dpc-2078	427	4	26479165	26479165	NUM
dpc-2078	427	5	.	.	PUNCT
dpc-2078	428	1	43	43	NUM
dpc-2078	428	2	.	.	PUNCT
dpc-2078	428	3	m.	m.	NOUN
dpc-2078	428	4	kvaskoff	kvaskoff	PROPN
dpc-2078	428	5	,	,	PUNCT
dpc-2078	428	6	n.	n.	PROPN
dpc-2078	428	7	pandeya	pandeya	PROPN
dpc-2078	428	8	,	,	PUNCT
dpc-2078	428	9	a.c	a.c	PROPN
dpc-2078	428	10	.	.	PROPN
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dpc-2078	428	17	-	-	PUNCT
dpc-2078	428	18	specific	specific	ADJ
dpc-2078	428	19	determinants	determinant	NOUN
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dpc-2078	428	21	cutaneous	cutaneous	ADJ
dpc-2078	428	22	melanoma	melanoma	NOUN
dpc-2078	428	23	:	:	PUNCT
dpc-2078	428	24	a	a	DET
dpc-2078	428	25	case	case	NOUN
dpc-2078	428	26	-	-	PUNCT
dpc-2078	428	27	case	case	NOUN
dpc-2078	428	28	comparison	comparison	NOUN
dpc-2078	428	29	of	of	ADP
dpc-2078	428	30	patients	patient	NOUN
dpc-2078	428	31	with	with	ADP
dpc-2078	428	32	tumors	tumor	NOUN
dpc-2078	428	33	arising	arise	VERB
dpc-2078	428	34	on	on	ADP
dpc-2078	428	35	the	the	DET
dpc-2078	428	36	head	head	NOUN
dpc-2078	428	37	or	or	CCONJ
dpc-2078	428	38	trunk	trunk	NOUN
dpc-2078	428	39	.	.	PUNCT
dpc-2078	429	1	cancer	cancer	NOUN
dpc-2078	429	2	epidemiol	epidemiol	PROPN
dpc-2078	429	3	biomarkers	biomarker	NOUN
dpc-2078	429	4	prev	prev	X
dpc-2078	429	5	.	.	PUNCT
dpc-2078	430	1	2013	2013	NUM
dpc-2078	430	2	;	;	PUNCT
dpc-2078	430	3	22(12):2222	22(12):2222	NUM
dpc-2078	430	4	-	-	SYM
dpc-2078	430	5	2231	2231	NUM
dpc-2078	430	6	..	..	PUNCT
dpc-2078	430	7	doi	doi	NOUN
dpc-2078	430	8	:	:	PUNCT
dpc-2078	430	9	  	  	SPACE
dpc-2078	430	10	10.1158/10559965.epi-13	10.1158/10559965.epi-13	NUM
dpc-2078	430	11	-	-	SYM
dpc-2078	430	12	0475	0475	NUM
dpc-2078	430	13	.	.	PUNCT
dpc-2078	431	1	pmid	pmid	NOUN
dpc-2078	431	2	:	:	PUNCT
dpc-2078	431	3	 	 	SPACE
dpc-2078	431	4	24083994	24083994	NUM
dpc-2078	431	5	.	.	PUNCT
dpc-2078	432	1	44	44	NUM
dpc-2078	432	2	.	.	PUNCT
dpc-2078	433	1	fariñas	fariñas	PROPN
dpc-2078	433	2	-	-	PUNCT
dpc-2078	433	3	alvarez	alvarez	PROPN
dpc-2078	433	4	c	c	PROPN
dpc-2078	433	5	,	,	PUNCT
dpc-2078	433	6	ródenas	ródenas	PROPN
dpc-2078	433	7	jm	jm	PROPN
dpc-2078	433	8	,	,	PUNCT
dpc-2078	433	9	herranz	herranz	PROPN
dpc-2078	433	10	mt	mt	PROPN
dpc-2078	433	11	,	,	PUNCT
dpc-2078	433	12	delgado	delgado	NOUN
dpc-2078	433	13	-	-	PUNCT
dpc-2078	433	14	rodríguez	rodríguez	NOUN
dpc-2078	433	15	m.	m.	NOUN
dpc-2078	433	16	the	the	DET
dpc-2078	433	17	naevus	naevus	ADJ
dpc-2078	433	18	count	count	NOUN
dpc-2078	433	19	on	on	ADP
dpc-2078	433	20	the	the	DET
dpc-2078	433	21	arms	arm	NOUN
dpc-2078	433	22	as	as	ADP
dpc-2078	433	23	a	a	DET
dpc-2078	433	24	predictor	predictor	NOUN
dpc-2078	433	25	of	of	ADP
dpc-2078	433	26	the	the	DET
dpc-2078	433	27	number	number	NOUN
dpc-2078	433	28	of	of	ADP
dpc-2078	433	29	melanocytic	melanocytic	ADJ
dpc-2078	433	30	naevi	naevi	NOUN
dpc-2078	433	31	on	on	ADP
dpc-2078	433	32	the	the	DET
dpc-2078	433	33	whole	whole	ADJ
dpc-2078	433	34	body	body	NOUN
dpc-2078	433	35	.	.	PUNCT
dpc-2078	434	1	br	br	PROPN
dpc-2078	434	2	j	j	PROPN
dpc-2078	434	3	dermatol	dermatol	NOUN
dpc-2078	434	4	.	.	PUNCT
dpc-2078	435	1	1999;140(3):457–62	1999;140(3):457–62	NUM
dpc-2078	435	2	.	.	PUNCT
dpc-2078	435	3	doi	doi	NOUN
dpc-2078	435	4	:	:	PUNCT
dpc-2078	435	5	 	 	SPACE
dpc-2078	435	6	10.1046	10.1046	NUM
dpc-2078	435	7	/	/	SYM
dpc-2078	435	8	j.1365	j.1365	NOUN
dpc-2078	435	9	-	-	PUNCT
dpc-2078	435	10	2133.1999.02709.x	2133.1999.02709.x	NOUN
dpc-2078	435	11	.	.	PUNCT
dpc-2078	436	1	pmid	pmid	NOUN
dpc-2078	436	2	:	:	PUNCT
dpc-2078	436	3	 	 	SPACE
dpc-2078	436	4	10233266	10233266	NUM
dpc-2078	436	5	.	.	PUNCT
dpc-2078	437	1	45	45	NUM
dpc-2078	437	2	.	.	X
dpc-2078	438	1	gandini	gandini	PROPN
dpc-2078	438	2	s	s	PROPN
dpc-2078	438	3	,	,	PUNCT
dpc-2078	438	4	sera	sera	NOUN
dpc-2078	438	5	f	f	PROPN
dpc-2078	438	6	,	,	PUNCT
dpc-2078	438	7	cattaruzza	cattaruzza	PROPN
dpc-2078	438	8	ms	ms	PROPN
dpc-2078	438	9	,	,	PUNCT
dpc-2078	438	10	et	et	PROPN
dpc-2078	438	11	al	al	PROPN
dpc-2078	438	12	.	.	PUNCT
dpc-2078	439	1	meta	meta	VERB
dpc-2078	439	2	-	-	PUNCT
dpc-2078	439	3	analysis	analysis	NOUN
dpc-2078	439	4	of	of	ADP
dpc-2078	439	5	risk	risk	NOUN
dpc-2078	439	6	factors	factor	NOUN
dpc-2078	439	7	for	for	ADP
dpc-2078	439	8	cutaneous	cutaneous	ADJ
dpc-2078	439	9	melanoma	melanoma	NOUN
dpc-2078	439	10	:	:	PUNCT
dpc-2078	439	11	iii	iii	X
dpc-2078	439	12	.	.	PUNCT
dpc-2078	439	13	family	family	NOUN
dpc-2078	439	14	history	history	NOUN
dpc-2078	439	15	,	,	PUNCT
dpc-2078	439	16	actinic	actinic	ADJ
dpc-2078	439	17	damage	damage	NOUN
dpc-2078	439	18	and	and	CCONJ
dpc-2078	439	19	phenotypic	phenotypic	ADJ
dpc-2078	439	20	factors	factor	NOUN
dpc-2078	439	21	.	.	PUNCT
dpc-2078	440	1	eur	eur	PROPN
dpc-2078	440	2	j	j	PROPN
dpc-2078	440	3	cancer	cancer	NOUN
dpc-2078	440	4	.	.	PUNCT
dpc-2078	441	1	2005;41(14):2040	2005;41(14):2040	NUM
dpc-2078	441	2	-	-	NOUN
dpc-2078	441	3	2059	2059	NUM
dpc-2078	441	4	.	.	PUNCT
dpc-2078	442	1	doi	doi	NOUN
dpc-2078	442	2	:	:	PUNCT
dpc-2078	442	3	 	 	SPACE
dpc-2078	442	4	10.1016	10.1016	NUM
dpc-2078	442	5	/	/	SYM
dpc-2078	442	6	j.ejca.2005.03.034	j.ejca.2005.03.034	PROPN
dpc-2078	442	7	.	.	PUNCT
dpc-2078	443	1	pmid	pmid	NOUN
dpc-2078	443	2	:	:	PUNCT
dpc-2078	443	3	 	 	SPACE
dpc-2078	443	4	16125929	16125929	NUM
dpc-2078	443	5	.	.	PUNCT
dpc-2078	444	1	46	46	NUM
dpc-2078	444	2	.	.	PUNCT
dpc-2078	445	1	navarrete	navarrete	ADJ
dpc-2078	445	2	-	-	PUNCT
dpc-2078	445	3	dechent	dechent	NOUN
dpc-2078	445	4	c	c	NOUN
dpc-2078	445	5	,	,	PUNCT
dpc-2078	445	6	scope	scope	NOUN
dpc-2078	445	7	a	a	DET
dpc-2078	445	8	,	,	PUNCT
dpc-2078	445	9	tsao	tsao	PROPN
dpc-2078	445	10	h	h	NOUN
dpc-2078	445	11	,	,	PUNCT
dpc-2078	445	12	marghoob	marghoob	PROPN
dpc-2078	445	13	ng	ng	PROPN
dpc-2078	445	14	,	,	PUNCT
dpc-2078	445	15	sober	sober	PROPN
dpc-2078	445	16	aj	aj	PROPN
dpc-2078	445	17	,	,	PUNCT
dpc-2078	445	18	marghoob	marghoob	VERB
dpc-2078	445	19	aa	aa	NOUN
dpc-2078	445	20	.	.	PUNCT
dpc-2078	446	1	acquired	acquire	VERB
dpc-2078	446	2	precursor	precursor	NOUN
dpc-2078	446	3	lesions	lesion	NOUN
dpc-2078	446	4	and	and	CCONJ
dpc-2078	446	5	phenotypic	phenotypic	ADJ
dpc-2078	446	6	markers	marker	NOUN
dpc-2078	446	7	of	of	ADP
dpc-2078	446	8	increased	increase	VERB
dpc-2078	446	9	risk	risk	NOUN
dpc-2078	446	10	for	for	ADP
dpc-2078	446	11	cutaneous	cutaneous	ADJ
dpc-2078	446	12	melanoma	melanoma	NOUN
dpc-2078	446	13	.	.	PUNCT
dpc-2078	447	1	in	in	ADP
dpc-2078	447	2	:	:	PUNCT
dpc-2078	447	3	balch	balch	PROPN
dpc-2078	447	4	c.	c.	PROPN
dpc-2078	447	5	et	et	PROPN
dpc-2078	447	6	al	al	PROPN
dpc-2078	447	7	.	.	PROPN
dpc-2078	447	8	(	(	PUNCT
dpc-2078	447	9	eds	ed	NOUN
dpc-2078	447	10	)	)	PUNCT
dpc-2078	447	11	.	.	PUNCT
dpc-2078	448	1	cutaneous	cutaneous	ADJ
dpc-2078	448	2	melanoma	melanoma	NOUN
dpc-2078	448	3	.	.	PUNCT
dpc-2078	448	4	springer	springer	NOUN
dpc-2078	448	5	,	,	PUNCT
dpc-2078	448	6	cham	cham	PROPN
dpc-2078	448	7	2020	2020	NUM
dpc-2078	448	8	.	.	PUNCT
dpc-2078	449	1	doi	doi	NOUN
dpc-2078	449	2	:	:	PUNCT
dpc-2078	449	3	10.1007/978	10.1007/978	NUM
dpc-2078	449	4	-	-	SYM
dpc-2078	449	5	3	3	NUM
dpc-2078	449	6	-	-	PUNCT
dpc-2078	449	7	030	030	NUM
dpc-2078	449	8	-	-	PUNCT
dpc-2078	449	9	05070	05070	NUM
dpc-2078	449	10	-	-	PUNCT
dpc-2078	449	11	2_8	2_8	NUM
dpc-2078	449	12	.	.	PUNCT
dpc-2078	450	1	47	47	NUM
dpc-2078	450	2	.	.	PUNCT
dpc-2078	451	1	fortes	fortis	NOUN
dpc-2078	451	2	c	c	NOUN
dpc-2078	451	3	,	,	PUNCT
dpc-2078	451	4	mastroeni	mastroeni	NOUN
dpc-2078	451	5	s	s	NOUN
dpc-2078	451	6	,	,	PUNCT
dpc-2078	451	7	bakos	bakos	PROPN
dpc-2078	451	8	l	l	NOUN
dpc-2078	451	9	,	,	PUNCT
dpc-2078	451	10	et	et	PROPN
dpc-2078	451	11	al	al	PROPN
dpc-2078	451	12	.	.	PUNCT
dpc-2078	452	1	identifying	identify	VERB
dpc-2078	452	2	individuals	individual	NOUN
dpc-2078	452	3	at	at	ADP
dpc-2078	452	4	high	high	ADJ
dpc-2078	452	5	risk	risk	NOUN
dpc-2078	452	6	of	of	ADP
dpc-2078	452	7	melanoma	melanoma	NOUN
dpc-2078	452	8	:	:	PUNCT
dpc-2078	452	9	a	a	DET
dpc-2078	452	10	simple	simple	ADJ
dpc-2078	452	11	tool	tool	NOUN
dpc-2078	452	12	.	.	PUNCT
dpc-2078	453	1	eur	eur	PROPN
dpc-2078	453	2	j	j	PROPN
dpc-2078	453	3	cancer	cancer	NOUN
dpc-2078	453	4	prev	prev	X
dpc-2078	453	5	.	.	PUNCT
dpc-2078	454	1	2010;19(5):393	2010;19(5):393	NUM
dpc-2078	454	2	-	-	PUNCT
dpc-2078	454	3	400	400	NUM
dpc-2078	454	4	.	.	PUNCT
dpc-2078	455	1	doi	doi	NOUN
dpc-2078	455	2	:	:	PUNCT
dpc-2078	455	3	  	  	SPACE
dpc-2078	455	4	10.1097	10.1097	NUM
dpc-2078	455	5	/	/	SYM
dpc-2078	455	6	cej.0b013e32833b492f	cej.0b013e32833b492f	NOUN
dpc-2078	455	7	.	.	PUNCT
dpc-2078	456	1	pmid	pmid	NOUN
dpc-2078	456	2	:	:	PUNCT
dpc-2078	456	3	 	 	SPACE
dpc-2078	456	4	20520559	20520559	NUM
dpc-2078	456	5	.	.	PUNCT
dpc-2078	457	1	48	48	NUM
dpc-2078	457	2	.	.	PUNCT
dpc-2078	457	3	psaty	psaty	PROPN
dpc-2078	457	4	el	el	PROPN
dpc-2078	457	5	,	,	PUNCT
dpc-2078	457	6	scope	scope	VERB
dpc-2078	457	7	a	a	PRON
dpc-2078	457	8	,	,	PUNCT
dpc-2078	457	9	halpern	halpern	PROPN
dpc-2078	457	10	ac	ac	PROPN
dpc-2078	457	11	,	,	PUNCT
dpc-2078	457	12	marghoob	marghoob	VERB
dpc-2078	457	13	aa	aa	NOUN
dpc-2078	457	14	.	.	PUNCT
dpc-2078	458	1	defining	define	VERB
dpc-2078	458	2	the	the	DET
dpc-2078	458	3	patient	patient	NOUN
dpc-2078	458	4	at	at	ADP
dpc-2078	458	5	high	high	ADJ
dpc-2078	458	6	risk	risk	NOUN
dpc-2078	458	7	for	for	ADP
dpc-2078	458	8	melanoma	melanoma	NOUN
dpc-2078	458	9	.	.	PUNCT
dpc-2078	459	1	int	int	NOUN
dpc-2078	459	2	j	j	PROPN
dpc-2078	459	3	dermatol	dermatol	NOUN
dpc-2078	459	4	.	.	PUNCT
dpc-2078	460	1	2010;49(4):362	2010;49(4):362	NUM
dpc-2078	460	2	-	-	PUNCT
dpc-2078	460	3	376	376	NUM
dpc-2078	460	4	.	.	PUNCT
dpc-2078	461	1	doi	doi	NOUN
dpc-2078	461	2	:	:	PUNCT
dpc-2078	461	3	 	 	SPACE
dpc-2078	461	4	10.1111	10.1111	NUM
dpc-2078	461	5	/	/	SYM
dpc-2078	461	6	j.1365	j.1365	NOUN
dpc-2078	461	7	-	-	PUNCT
dpc-2078	461	8	4632.2010.04381.x	4632.2010.04381.x	NOUN
dpc-2078	461	9	.	.	PUNCT
dpc-2078	462	1	pmid	pmid	NOUN
dpc-2078	462	2	:	:	PUNCT
dpc-2078	462	3	 	 	SPACE
dpc-2078	462	4	20465687	20465687	NUM
dpc-2078	462	5	.	.	PUNCT
dpc-2078	463	1	49	49	NUM
dpc-2078	463	2	.	.	PUNCT
dpc-2078	464	1	mitra	mitra	PROPN
dpc-2078	464	2	d	d	PROPN
dpc-2078	464	3	,	,	PUNCT
dpc-2078	464	4	xi	xi	PROPN
dpc-2078	464	5	luo	luo	PROPN
dpc-2078	464	6	,	,	PUNCT
dpc-2078	464	7	  	  	SPACE
dpc-2078	464	8	ann	ann	PROPN
dpc-2078	464	9	morgan	morgan	PROPN
dpc-2078	464	10	,	,	PUNCT
dpc-2078	464	11	et	et	PROPN
dpc-2078	464	12	al	al	PROPN
dpc-2078	464	13	.	.	PUNCT
dpc-2078	465	1	an	an	DET
dpc-2078	465	2	ultraviolet	ultraviolet	ADJ
dpc-2078	465	3	-	-	PUNCT
dpc-2078	465	4	radiation	radiation	NOUN
dpc-2078	465	5	-	-	PUNCT
dpc-2078	465	6	independent	independent	ADJ
dpc-2078	465	7	pathway	pathway	NOUN
dpc-2078	465	8	to	to	PART
dpc-2078	465	9	melanoma	melanoma	VERB
dpc-2078	465	10	carcinogenesis	carcinogenesis	NOUN
dpc-2078	465	11	in	in	ADP
dpc-2078	465	12	the	the	DET
dpc-2078	465	13	red	red	ADJ
dpc-2078	465	14	hair	hair	NOUN
dpc-2078	465	15	/	/	SYM
dpc-2078	465	16	fair	fair	ADJ
dpc-2078	465	17	skin	skin	NOUN
dpc-2078	465	18	background	background	NOUN
dpc-2078	465	19	.	.	PUNCT
dpc-2078	466	1	nature	nature	NOUN
dpc-2078	466	2	.	.	PUNCT
dpc-2078	467	1	2012;491(7424):449453	2012;491(7424):449453	X
dpc-2078	467	2	.	.	PUNCT
dpc-2078	468	1	doi	doi	NOUN
dpc-2078	468	2	:	:	PUNCT
dpc-2078	468	3	10.1038	10.1038	NUM
dpc-2078	468	4	/	/	SYM
dpc-2078	468	5	nature11624	nature11624	PROPN
dpc-2078	468	6	.	.	PUNCT
dpc-2078	469	1	pmid	pmid	NOUN
dpc-2078	469	2	:	:	PUNCT
dpc-2078	469	3	23123854	23123854	NUM
dpc-2078	469	4	.	.	PUNCT
dpc-2078	470	1	pmcid	pmcid	NOUN
dpc-2078	470	2	:	:	PUNCT
dpc-2078	470	3	pmc3521494	pmc3521494	ADV
dpc-2078	470	4	.	.	PUNCT
dpc-2078	471	1	(	(	PUNCT
dpc-2078	471	2	2	2	NUM
dpc-2078	471	3	50	50	NUM
dpc-2078	471	4	.	.	PUNCT
dpc-2078	472	1	potrony	potrony	PROPN
dpc-2078	472	2	m	m	PROPN
dpc-2078	472	3	,	,	PUNCT
dpc-2078	472	4	badenas	badena	NOUN
dpc-2078	472	5	c	c	NOUN
dpc-2078	472	6	,	,	PUNCT
dpc-2078	472	7	aguilera	aguilera	PROPN
dpc-2078	472	8	p	p	X
dpc-2078	472	9	,	,	PUNCT
dpc-2078	472	10	et	et	PROPN
dpc-2078	472	11	al	al	PROPN
dpc-2078	472	12	.	.	PROPN
dpc-2078	472	13	update	update	NOUN
dpc-2078	472	14	in	in	ADP
dpc-2078	472	15	genetic	genetic	ADJ
dpc-2078	472	16	susceptibility	susceptibility	NOUN
dpc-2078	472	17	in	in	ADP
dpc-2078	472	18	melanoma	melanoma	NOUN
dpc-2078	472	19	.	.	PUNCT
dpc-2078	473	1	ann	ann	PROPN
dpc-2078	473	2	transl	transl	PROPN
dpc-2078	473	3	med	med	PROPN
dpc-2078	473	4	.	.	PUNCT
dpc-2078	474	1	2015;3(15):210	2015;3(15):210	PROPN
dpc-2078	474	2	.	.	PUNCT
dpc-2078	475	1	doi	doi	PROPN
dpc-2078	475	2	:	:	PUNCT
dpc-2078	475	3	 	 	SPACE
dpc-2078	475	4	10.3978	10.3978	NUM
dpc-2078	475	5	/	/	SYM
dpc-2078	475	6	j.issn.2305	j.issn.2305	NOUN
dpc-2078	475	7	-	-	PUNCT
dpc-2078	475	8	5839.2015.08.11	5839.2015.08.11	NUM
dpc-2078	475	9	.	.	PUNCT
dpc-2078	476	1	pmid	pmid	NOUN
dpc-2078	476	2	:	:	PUNCT
dpc-2078	476	3	 	 	SPACE
dpc-2078	476	4	26488006	26488006	NUM
dpc-2078	476	5	.	.	PUNCT
dpc-2078	477	1	pmcid	pmcid	ADJ
dpc-2078	477	2	:	:	PUNCT
dpc-2078	477	3	pmc4583600	pmc4583600	NOUN
dpc-2078	477	4	.	.	PUNCT