id	sid	tid	token	lemma	pos
dpc-4423	1	1	dermatology	dermatology	NOUN
dpc-4423	1	2	:	:	PUNCT
dpc-4423	1	3	practical	practical	ADJ
dpc-4423	1	4	and	and	CCONJ
dpc-4423	1	5	conceptual	conceptual	ADJ
dpc-4423	1	6	opinion	opinion	NOUN
dpc-4423	1	7	|	|	ADP
dpc-4423	1	8	dermatol	dermatol	ADJ
dpc-4423	1	9	pract	pract	NOUN
dpc-4423	1	10	concept	concept	NOUN
dpc-4423	1	11	.	.	PUNCT
dpc-4423	2	1	2024;14(2):e2024148	2024;14(2):e2024148	NUM
dpc-4423	2	2	1	1	NUM
dpc-4423	2	3	biologic	biologic	NOUN
dpc-4423	2	4	gray	gray	ADJ
dpc-4423	2	5	zone	zone	NOUN
dpc-4423	2	6	of	of	ADP
dpc-4423	2	7	melanocytic	melanocytic	ADJ
dpc-4423	2	8	tumors	tumor	NOUN
dpc-4423	2	9	,	,	PUNCT
dpc-4423	2	10	fiction	fiction	NOUN
dpc-4423	2	11	 	 	SPACE
dpc-4423	2	12	or	or	CCONJ
dpc-4423	2	13	reality	reality	NOUN
dpc-4423	2	14	?	?	PUNCT
dpc-4423	3	1	harald	harald	PROPN
dpc-4423	3	2	kittler1	kittler1	PROPN
dpc-4423	3	3	1	1	NUM
dpc-4423	3	4	department	department	NOUN
dpc-4423	3	5	of	of	ADP
dpc-4423	3	6	dermatology	dermatology	NOUN
dpc-4423	3	7	,	,	PUNCT
dpc-4423	3	8	medical	medical	ADJ
dpc-4423	3	9	university	university	PROPN
dpc-4423	3	10	of	of	ADP
dpc-4423	3	11	vienna	vienna	PROPN
dpc-4423	3	12	,	,	PUNCT
dpc-4423	3	13	vienna	vienna	PROPN
dpc-4423	3	14	,	,	PUNCT
dpc-4423	3	15	austria	austria	PROPN
dpc-4423	3	16	citation	citation	NOUN
dpc-4423	3	17	:	:	PUNCT
dpc-4423	3	18	kittler	kittler	PROPN
dpc-4423	3	19	h.	h.	PROPN
dpc-4423	3	20	biologic	biologic	ADJ
dpc-4423	3	21	gray	gray	ADJ
dpc-4423	3	22	zone	zone	NOUN
dpc-4423	3	23	of	of	ADP
dpc-4423	3	24	melanocytic	melanocytic	ADJ
dpc-4423	3	25	tumors	tumor	NOUN
dpc-4423	3	26	,	,	PUNCT
dpc-4423	3	27	fiction	fiction	NOUN
dpc-4423	3	28	or	or	CCONJ
dpc-4423	3	29	reality	reality	NOUN
dpc-4423	3	30	?	?	PUNCT
dpc-4423	4	1	dermatol	dermatol	NOUN
dpc-4423	4	2	pract	pract	NOUN
dpc-4423	4	3	concept	concept	NOUN
dpc-4423	4	4	.	.	PUNCT
dpc-4423	5	1	2024;14(2):e2024148	2024;14(2):e2024148	NUM
dpc-4423	5	2	.	.	PUNCT
dpc-4423	6	1	doi	doi	NOUN
dpc-4423	6	2	:	:	PUNCT
dpc-4423	6	3	https://doi.org/10.5826/dpc.1402a148	https://doi.org/10.5826/dpc.1402a148	NOUN
dpc-4423	6	4	accepted	accept	VERB
dpc-4423	6	5	:	:	PUNCT
dpc-4423	6	6	march	march	PROPN
dpc-4423	6	7	12	12	NUM
dpc-4423	6	8	,	,	PUNCT
dpc-4423	6	9	2024	2024	NUM
dpc-4423	6	10	;	;	PUNCT
dpc-4423	6	11	published	publish	VERB
dpc-4423	6	12	:	:	PUNCT
dpc-4423	7	1	april	april	PROPN
dpc-4423	7	2	2024	2024	NUM
dpc-4423	7	3	copyright	copyright	NOUN
dpc-4423	7	4	:	:	PUNCT
dpc-4423	7	5	©	©	PROPN
dpc-4423	7	6	2024	2024	NUM
dpc-4423	7	7	kittler	kittler	NOUN
dpc-4423	7	8	.	.	PUNCT
dpc-4423	8	1	this	this	PRON
dpc-4423	8	2	is	be	AUX
dpc-4423	8	3	an	an	DET
dpc-4423	8	4	open	open	ADJ
dpc-4423	8	5	-	-	PUNCT
dpc-4423	8	6	access	access	NOUN
dpc-4423	8	7	article	article	NOUN
dpc-4423	8	8	distributed	distribute	VERB
dpc-4423	8	9	under	under	ADP
dpc-4423	8	10	the	the	DET
dpc-4423	8	11	terms	term	NOUN
dpc-4423	8	12	of	of	ADP
dpc-4423	8	13	the	the	DET
dpc-4423	8	14	creative	creative	ADJ
dpc-4423	8	15	commons	common	NOUN
dpc-4423	8	16	attribution	attribution	NOUN
dpc-4423	8	17	-	-	PUNCT
dpc-4423	8	18	noncommercial	noncommercial	ADJ
dpc-4423	8	19	license	license	NOUN
dpc-4423	8	20	(	(	PUNCT
dpc-4423	8	21	by	by	ADP
dpc-4423	8	22	-	-	PUNCT
dpc-4423	8	23	nc-4.0	nc-4.0	NOUN
dpc-4423	8	24	)	)	PUNCT
dpc-4423	8	25	,	,	PUNCT
dpc-4423	8	26	https://creativecommons.org/licenses/by-nc/4.0/	https://creativecommons.org/licenses/by-nc/4.0/	PROPN
dpc-4423	8	27	,	,	PUNCT
dpc-4423	8	28	which	which	PRON
dpc-4423	8	29	permits	permit	VERB
dpc-4423	8	30	unrestricted	unrestricted	ADJ
dpc-4423	8	31	noncommercial	noncommercial	ADJ
dpc-4423	8	32	use	use	NOUN
dpc-4423	8	33	,	,	PUNCT
dpc-4423	8	34	distribution	distribution	NOUN
dpc-4423	8	35	,	,	PUNCT
dpc-4423	8	36	and	and	CCONJ
dpc-4423	8	37	reproduction	reproduction	NOUN
dpc-4423	8	38	in	in	ADP
dpc-4423	8	39	any	any	DET
dpc-4423	8	40	medium	medium	NOUN
dpc-4423	8	41	,	,	PUNCT
dpc-4423	8	42	provided	provide	VERB
dpc-4423	8	43	the	the	DET
dpc-4423	8	44	original	original	ADJ
dpc-4423	8	45	authors	author	NOUN
dpc-4423	8	46	and	and	CCONJ
dpc-4423	8	47	source	source	NOUN
dpc-4423	8	48	are	be	AUX
dpc-4423	8	49	credited	credit	VERB
dpc-4423	8	50	.	.	PUNCT
dpc-4423	9	1	funding	funding	NOUN
dpc-4423	9	2	:	:	PUNCT
dpc-4423	9	3	none	none	NOUN
dpc-4423	9	4	.	.	PUNCT
dpc-4423	10	1	competing	compete	VERB
dpc-4423	10	2	interests	interest	NOUN
dpc-4423	10	3	:	:	PUNCT
dpc-4423	10	4	none	none	NOUN
dpc-4423	10	5	.	.	PUNCT
dpc-4423	11	1	corresponding	correspond	VERB
dpc-4423	11	2	author	author	NOUN
dpc-4423	11	3	:	:	PUNCT
dpc-4423	11	4	harald	harald	PROPN
dpc-4423	11	5	kittler	kittler	PROPN
dpc-4423	11	6	,	,	PUNCT
dpc-4423	11	7	department	department	NOUN
dpc-4423	11	8	of	of	ADP
dpc-4423	11	9	dermatology	dermatology	NOUN
dpc-4423	11	10	,	,	PUNCT
dpc-4423	11	11	medical	medical	ADJ
dpc-4423	11	12	university	university	PROPN
dpc-4423	11	13	of	of	ADP
dpc-4423	11	14	vienna	vienna	PROPN
dpc-4423	11	15	,	,	PUNCT
dpc-4423	11	16	vienna	vienna	PROPN
dpc-4423	11	17	,	,	PUNCT
dpc-4423	11	18	austria	austria	PROPN
dpc-4423	11	19	.	.	PUNCT
dpc-4423	12	1	e	e	X
dpc-4423	12	2	-	-	NOUN
dpc-4423	12	3	mail	mail	NOUN
dpc-4423	12	4	:	:	PUNCT
dpc-4423	12	5	harald.kittler@meduniwien.ac.at	harald.kittler@meduniwien.ac.at	VERB
dpc-4423	12	6	the	the	DET
dpc-4423	12	7	so	so	ADV
dpc-4423	12	8	-	-	PUNCT
dpc-4423	12	9	called	call	VERB
dpc-4423	12	10	“	"	PUNCT
dpc-4423	12	11	gray	gray	ADJ
dpc-4423	12	12	zone	zone	NOUN
dpc-4423	12	13	”	"	PUNCT
dpc-4423	12	14	,	,	PUNCT
dpc-4423	12	15	where	where	SCONJ
dpc-4423	12	16	the	the	DET
dpc-4423	12	17	distinction	distinction	NOUN
dpc-4423	12	18	between	between	ADP
dpc-4423	12	19	nevi	nevi	ADJ
dpc-4423	12	20	and	and	CCONJ
dpc-4423	12	21	melanoma	melanoma	NOUN
dpc-4423	12	22	becomes	become	VERB
dpc-4423	12	23	blurred	blur	VERB
dpc-4423	12	24	,	,	PUNCT
dpc-4423	12	25	continues	continue	VERB
dpc-4423	12	26	to	to	PART
dpc-4423	12	27	be	be	AUX
dpc-4423	12	28	the	the	DET
dpc-4423	12	29	source	source	NOUN
dpc-4423	12	30	of	of	ADP
dpc-4423	12	31	heated	heated	ADJ
dpc-4423	12	32	debates	debate	NOUN
dpc-4423	12	33	.	.	PUNCT
dpc-4423	13	1	whether	whether	SCONJ
dpc-4423	13	2	we	we	PRON
dpc-4423	13	3	like	like	VERB
dpc-4423	13	4	it	it	PRON
dpc-4423	13	5	or	or	CCONJ
dpc-4423	13	6	not	not	PART
dpc-4423	13	7	,	,	PUNCT
dpc-4423	13	8	the	the	DET
dpc-4423	13	9	“	"	PUNCT
dpc-4423	13	10	gray	gray	ADJ
dpc-4423	13	11	zone	zone	NOUN
dpc-4423	13	12	”	"	PUNCT
dpc-4423	13	13	is	be	AUX
dpc-4423	13	14	a	a	DET
dpc-4423	13	15	reality	reality	NOUN
dpc-4423	13	16	due	due	ADP
dpc-4423	13	17	to	to	ADP
dpc-4423	13	18	the	the	DET
dpc-4423	13	19	inherent	inherent	ADJ
dpc-4423	13	20	complexity	complexity	NOUN
dpc-4423	13	21	of	of	ADP
dpc-4423	13	22	melanoma	melanoma	NOUN
dpc-4423	13	23	biology	biology	NOUN
dpc-4423	13	24	and	and	CCONJ
dpc-4423	13	25	the	the	DET
dpc-4423	13	26	limitations	limitation	NOUN
dpc-4423	13	27	of	of	ADP
dpc-4423	13	28	our	our	PRON
dpc-4423	13	29	diagnostic	diagnostic	ADJ
dpc-4423	13	30	methods	method	NOUN
dpc-4423	13	31	.	.	PUNCT
dpc-4423	14	1	however	however	ADV
dpc-4423	14	2	,	,	PUNCT
dpc-4423	14	3	the	the	DET
dpc-4423	14	4	concept	concept	NOUN
dpc-4423	14	5	of	of	ADP
dpc-4423	14	6	a	a	DET
dpc-4423	14	7	“	"	PUNCT
dpc-4423	14	8	gray	gray	ADJ
dpc-4423	14	9	zone	zone	NOUN
dpc-4423	14	10	”	"	PUNCT
dpc-4423	14	11	can	can	AUX
dpc-4423	14	12	also	also	ADV
dpc-4423	14	13	be	be	AUX
dpc-4423	14	14	seen	see	VERB
dpc-4423	14	15	as	as	ADP
dpc-4423	14	16	fictional	fictional	ADJ
dpc-4423	14	17	,	,	PUNCT
dpc-4423	14	18	as	as	SCONJ
dpc-4423	14	19	it	it	PRON
dpc-4423	14	20	leads	lead	VERB
dpc-4423	14	21	to	to	ADP
dpc-4423	14	22	contradictory	contradictory	ADJ
dpc-4423	14	23	conjectures	conjecture	NOUN
dpc-4423	14	24	about	about	ADP
dpc-4423	14	25	the	the	DET
dpc-4423	14	26	biological	biological	ADJ
dpc-4423	14	27	outcome	outcome	NOUN
dpc-4423	14	28	of	of	ADP
dpc-4423	14	29	a	a	DET
dpc-4423	14	30	specific	specific	ADJ
dpc-4423	14	31	melanocytic	melanocytic	ADJ
dpc-4423	14	32	lesion	lesion	NOUN
dpc-4423	14	33	.	.	PUNCT
dpc-4423	15	1	a	a	DET
dpc-4423	15	2	lesion	lesion	NOUN
dpc-4423	15	3	can	can	AUX
dpc-4423	15	4	not	not	PART
dpc-4423	15	5	be	be	AUX
dpc-4423	15	6	both	both	ADV
dpc-4423	15	7	benign	benign	ADJ
dpc-4423	15	8	and	and	CCONJ
dpc-4423	15	9	malignant	malignant	ADJ
dpc-4423	15	10	simultaneously	simultaneously	ADV
dpc-4423	15	11	;	;	PUNCT
dpc-4423	15	12	one	one	NUM
dpc-4423	15	13	of	of	ADP
dpc-4423	15	14	these	these	DET
dpc-4423	15	15	two	two	NUM
dpc-4423	15	16	assertions	assertion	NOUN
dpc-4423	15	17	must	must	AUX
dpc-4423	15	18	be	be	AUX
dpc-4423	15	19	wrong	wrong	ADJ
dpc-4423	15	20	.	.	PUNCT
dpc-4423	16	1	in	in	ADP
dpc-4423	16	2	practice	practice	NOUN
dpc-4423	16	3	,	,	PUNCT
dpc-4423	16	4	uncertain	uncertain	ADJ
dpc-4423	16	5	diagnoses	diagnosis	NOUN
dpc-4423	16	6	present	present	VERB
dpc-4423	16	7	a	a	DET
dpc-4423	16	8	challenge	challenge	NOUN
dpc-4423	16	9	,	,	PUNCT
dpc-4423	16	10	as	as	SCONJ
dpc-4423	16	11	both	both	DET
dpc-4423	16	12	doctors	doctor	NOUN
dpc-4423	16	13	and	and	CCONJ
dpc-4423	16	14	patients	patient	NOUN
dpc-4423	16	15	seek	seek	VERB
dpc-4423	16	16	definitive	definitive	ADJ
dpc-4423	16	17	diagnoses	diagnosis	NOUN
dpc-4423	16	18	and	and	CCONJ
dpc-4423	16	19	want	want	VERB
dpc-4423	16	20	solid	solid	ADJ
dpc-4423	16	21	treatment	treatment	NOUN
dpc-4423	16	22	decisions	decision	NOUN
dpc-4423	16	23	.	.	PUNCT
dpc-4423	17	1	this	this	DET
dpc-4423	17	2	quest	quest	NOUN
dpc-4423	17	3	for	for	ADP
dpc-4423	17	4	certainty	certainty	NOUN
dpc-4423	17	5	is	be	AUX
dpc-4423	17	6	undermined	undermine	VERB
dpc-4423	17	7	by	by	ADP
dpc-4423	17	8	ambiguous	ambiguous	ADJ
dpc-4423	17	9	terms	term	NOUN
dpc-4423	17	10	such	such	ADJ
dpc-4423	17	11	as	as	ADP
dpc-4423	17	12	“	"	PUNCT
dpc-4423	17	13	dysplastic	dysplastic	ADJ
dpc-4423	17	14	nevus	nevus	NOUN
dpc-4423	17	15	”	"	PUNCT
dpc-4423	17	16	,	,	PUNCT
dpc-4423	17	17	“	"	PUNCT
dpc-4423	17	18	melanocytic	melanocytic	ADJ
dpc-4423	17	19	tumor	tumor	NOUN
dpc-4423	17	20	with	with	ADP
dpc-4423	17	21	uncertain	uncertain	ADJ
dpc-4423	17	22	malignant	malignant	ADJ
dpc-4423	17	23	potential	potential	NOUN
dpc-4423	17	24	”	"	PUNCT
dpc-4423	17	25	or	or	CCONJ
dpc-4423	17	26	,	,	PUNCT
dpc-4423	17	27	more	more	ADV
dpc-4423	17	28	recently	recently	ADV
dpc-4423	17	29	,	,	PUNCT
dpc-4423	17	30	“	"	PUNCT
dpc-4423	17	31	melanocytoma	melanocytoma	NOUN
dpc-4423	17	32	”	"	PUNCT
dpc-4423	17	33	.	.	PUNCT
dpc-4423	18	1	these	these	DET
dpc-4423	18	2	terms	term	NOUN
dpc-4423	18	3	have	have	VERB
dpc-4423	18	4	the	the	DET
dpc-4423	18	5	characteristic	characteristic	NOUN
dpc-4423	18	6	of	of	ADP
dpc-4423	18	7	eluding	elude	VERB
dpc-4423	18	8	a	a	DET
dpc-4423	18	9	precise	precise	ADJ
dpc-4423	18	10	definition	definition	NOUN
dpc-4423	18	11	and	and	CCONJ
dpc-4423	18	12	becoming	becoming	AUX
dpc-4423	18	13	loaded	load	VERB
dpc-4423	18	14	with	with	ADP
dpc-4423	18	15	all	all	DET
dpc-4423	18	16	kinds	kind	NOUN
dpc-4423	18	17	of	of	ADP
dpc-4423	18	18	meaning	meaning	NOUN
dpc-4423	18	19	,	,	PUNCT
dpc-4423	18	20	often	often	ADV
dpc-4423	18	21	leading	lead	VERB
dpc-4423	18	22	to	to	ADP
dpc-4423	18	23	confusion	confusion	NOUN
dpc-4423	18	24	.	.	PUNCT
dpc-4423	19	1	it	it	PRON
dpc-4423	19	2	is	be	AUX
dpc-4423	19	3	also	also	ADV
dpc-4423	19	4	unclear	unclear	ADJ
dpc-4423	19	5	if	if	SCONJ
dpc-4423	19	6	these	these	DET
dpc-4423	19	7	terms	term	NOUN
dpc-4423	19	8	reflect	reflect	VERB
dpc-4423	19	9	biologic	biologic	ADJ
dpc-4423	19	10	uncertainty	uncertainty	NOUN
dpc-4423	19	11	(	(	PUNCT
dpc-4423	19	12	“	"	PUNCT
dpc-4423	19	13	the	the	DET
dpc-4423	19	14	lesion	lesion	NOUN
dpc-4423	19	15	does	do	AUX
dpc-4423	19	16	not	not	PART
dpc-4423	19	17	know	know	VERB
dpc-4423	19	18	what	what	PRON
dpc-4423	19	19	it	it	PRON
dpc-4423	19	20	is	be	AUX
dpc-4423	19	21	”	"	PUNCT
dpc-4423	19	22	)	)	PUNCT
dpc-4423	19	23	or	or	CCONJ
dpc-4423	19	24	diagnostic	diagnostic	ADJ
dpc-4423	19	25	uncertainty	uncertainty	NOUN
dpc-4423	19	26	(	(	PUNCT
dpc-4423	19	27	“	"	PUNCT
dpc-4423	19	28	the	the	DET
dpc-4423	19	29	pathologist	pathologist	NOUN
dpc-4423	19	30	does	do	AUX
dpc-4423	19	31	not	not	PART
dpc-4423	19	32	know	know	VERB
dpc-4423	19	33	what	what	PRON
dpc-4423	19	34	it	it	PRON
dpc-4423	19	35	is	be	AUX
dpc-4423	19	36	”	"	PUNCT
dpc-4423	19	37	)	)	PUNCT
dpc-4423	19	38	.	.	PUNCT
dpc-4423	20	1	the	the	DET
dpc-4423	20	2	idea	idea	NOUN
dpc-4423	20	3	of	of	ADP
dpc-4423	20	4	an	an	DET
dpc-4423	20	5	intermediate	intermediate	ADJ
dpc-4423	20	6	biological	biological	ADJ
dpc-4423	20	7	state	state	NOUN
dpc-4423	20	8	between	between	ADP
dpc-4423	20	9	nevus	nevus	NOUN
dpc-4423	20	10	and	and	CCONJ
dpc-4423	20	11	melanoma	melanoma	NOUN
dpc-4423	20	12	is	be	AUX
dpc-4423	20	13	rooted	root	VERB
dpc-4423	20	14	in	in	ADP
dpc-4423	20	15	the	the	DET
dpc-4423	20	16	broader	broad	ADJ
dpc-4423	20	17	concept	concept	NOUN
dpc-4423	20	18	of	of	ADP
dpc-4423	20	19	stepwise	stepwise	ADJ
dpc-4423	20	20	tumor	tumor	NOUN
dpc-4423	20	21	progression	progression	NOUN
dpc-4423	20	22	,	,	PUNCT
dpc-4423	20	23	which	which	PRON
dpc-4423	20	24	in	in	ADP
dpc-4423	20	25	turn	turn	NOUN
dpc-4423	20	26	is	be	AUX
dpc-4423	20	27	based	base	VERB
dpc-4423	20	28	on	on	ADP
dpc-4423	20	29	the	the	DET
dpc-4423	20	30	theory	theory	NOUN
dpc-4423	20	31	of	of	ADP
dpc-4423	20	32	evolution	evolution	NOUN
dpc-4423	20	33	.	.	PUNCT
dpc-4423	21	1	it	it	PRON
dpc-4423	21	2	suggests	suggest	VERB
dpc-4423	21	3	a	a	DET
dpc-4423	21	4	gradual	gradual	ADJ
dpc-4423	21	5	transformation	transformation	NOUN
dpc-4423	21	6	from	from	ADP
dpc-4423	21	7	benign	benign	ADJ
dpc-4423	21	8	to	to	ADP
dpc-4423	21	9	malignant	malignant	ADJ
dpc-4423	21	10	states	state	NOUN
dpc-4423	21	11	,	,	PUNCT
dpc-4423	21	12	reflecting	reflect	VERB
dpc-4423	21	13	a	a	DET
dpc-4423	21	14	process	process	NOUN
dpc-4423	21	15	of	of	ADP
dpc-4423	21	16	malignant	malignant	ADJ
dpc-4423	21	17	transformation	transformation	NOUN
dpc-4423	21	18	by	by	ADP
dpc-4423	21	19	accumulating	accumulate	VERB
dpc-4423	21	20	oncogenic	oncogenic	ADJ
dpc-4423	21	21	mutations	mutation	NOUN
dpc-4423	21	22	and	and	CCONJ
dpc-4423	21	23	adaptation	adaptation	NOUN
dpc-4423	21	24	to	to	ADP
dpc-4423	21	25	the	the	DET
dpc-4423	21	26	environment	environment	NOUN
dpc-4423	21	27	by	by	ADP
dpc-4423	21	28	selection	selection	NOUN
dpc-4423	21	29	.	.	PUNCT
dpc-4423	22	1	early	early	ADJ
dpc-4423	22	2	studies	study	NOUN
dpc-4423	22	3	on	on	ADP
dpc-4423	22	4	melanoma	melanoma	NOUN
dpc-4423	22	5	,	,	PUNCT
dpc-4423	22	6	such	such	ADJ
dpc-4423	22	7	as	as	ADP
dpc-4423	22	8	those	those	PRON
dpc-4423	22	9	by	by	ADP
dpc-4423	22	10	ackerman	ackerman	PROPN
dpc-4423	22	11	in	in	ADP
dpc-4423	22	12	the	the	DET
dpc-4423	22	13	late	late	ADJ
dpc-4423	22	14	1940s	1940	NOUN
dpc-4423	22	15	,	,	PUNCT
dpc-4423	22	16	introduced	introduce	VERB
dpc-4423	22	17	the	the	DET
dpc-4423	22	18	idea	idea	NOUN
dpc-4423	22	19	that	that	SCONJ
dpc-4423	22	20	melanoma	melanoma	NOUN
dpc-4423	22	21	originates	originate	NOUN
dpc-4423	22	22	from	from	ADP
dpc-4423	22	23	preexisting	preexist	VERB
dpc-4423	22	24	nevi	nevi	ADJ
dpc-4423	22	25	[	[	X
dpc-4423	22	26	1	1	NUM
dpc-4423	22	27	]	]	PUNCT
dpc-4423	22	28	.	.	PUNCT
dpc-4423	23	1	this	this	PRON
dpc-4423	23	2	was	be	AUX
dpc-4423	23	3	further	far	ADV
dpc-4423	23	4	supported	support	VERB
dpc-4423	23	5	by	by	ADP
dpc-4423	23	6	allen	allen	PROPN
dpc-4423	23	7	and	and	CCONJ
dpc-4423	23	8	spitz	spitz	PROPN
dpc-4423	23	9	in	in	ADP
dpc-4423	23	10	1953	1953	NUM
dpc-4423	23	11	,	,	PUNCT
dpc-4423	23	12	who	who	PRON
dpc-4423	23	13	posited	posit	VERB
dpc-4423	23	14	that	that	SCONJ
dpc-4423	23	15	all	all	DET
dpc-4423	23	16	melanomas	melanoma	NOUN
dpc-4423	23	17	begin	begin	VERB
dpc-4423	23	18	in	in	ADP
dpc-4423	23	19	a	a	DET
dpc-4423	23	20	preexisting	preexist	VERB
dpc-4423	23	21	mole	mole	NOUN
dpc-4423	23	22	,	,	PUNCT
dpc-4423	23	23	particularly	particularly	ADV
dpc-4423	23	24	in	in	ADP
dpc-4423	23	25	an	an	DET
dpc-4423	23	26	“	"	PUNCT
dpc-4423	23	27	active	active	ADJ
dpc-4423	23	28	junctional	junctional	ADJ
dpc-4423	23	29	nevus	nevus	NOUN
dpc-4423	23	30	”	"	PUNCT
dpc-4423	24	1	[	[	X
dpc-4423	24	2	2	2	NUM
dpc-4423	24	3	]	]	PUNCT
dpc-4423	24	4	.	.	PUNCT
dpc-4423	25	1	these	these	DET
dpc-4423	25	2	foundational	foundational	ADJ
dpc-4423	25	3	beliefs	belief	NOUN
dpc-4423	25	4	have	have	AUX
dpc-4423	25	5	influenced	influence	VERB
dpc-4423	25	6	melanoma	melanoma	ADJ
dpc-4423	25	7	diagnosis	diagnosis	NOUN
dpc-4423	25	8	and	and	CCONJ
dpc-4423	25	9	management	management	NOUN
dpc-4423	25	10	for	for	ADP
dpc-4423	25	11	decades	decade	NOUN
dpc-4423	25	12	.	.	PUNCT
dpc-4423	26	1	the	the	DET
dpc-4423	26	2	introduction	introduction	NOUN
dpc-4423	26	3	of	of	ADP
dpc-4423	26	4	the	the	DET
dpc-4423	26	5	“	"	PUNCT
dpc-4423	26	6	dysplastic	dysplastic	ADJ
dpc-4423	26	7	nevus	nevus	ADJ
dpc-4423	26	8	”	"	PUNCT
dpc-4423	26	9	concept	concept	NOUN
dpc-4423	26	10	in	in	ADP
dpc-4423	26	11	the	the	DET
dpc-4423	26	12	mid-1970s	mid-1970s	NUM
dpc-4423	26	13	added	add	VERB
dpc-4423	26	14	complexity	complexity	NOUN
dpc-4423	26	15	to	to	ADP
dpc-4423	26	16	this	this	DET
dpc-4423	26	17	narrative	narrative	NOUN
dpc-4423	26	18	.	.	PUNCT
dpc-4423	27	1	“	"	PUNCT
dpc-4423	27	2	dysplastic	dysplastic	ADJ
dpc-4423	27	3	nevi	nevi	NOUN
dpc-4423	27	4	”	"	PUNCT
dpc-4423	27	5	,	,	PUNCT
dpc-4423	27	6	characterized	characterize	VERB
dpc-4423	27	7	by	by	ADP
dpc-4423	27	8	architectural	architectural	ADJ
dpc-4423	27	9	disorder	disorder	NOUN
dpc-4423	27	10	and	and	CCONJ
dpc-4423	27	11	cytologic	cytologic	ADJ
dpc-4423	27	12	atypia	atypia	PROPN
dpc-4423	27	13	,	,	PUNCT
dpc-4423	27	14	were	be	AUX
dpc-4423	27	15	proposed	propose	VERB
dpc-4423	27	16	as	as	ADP
dpc-4423	27	17	intermediates	intermediate	NOUN
dpc-4423	27	18	in	in	ADP
dpc-4423	27	19	the	the	DET
dpc-4423	27	20	transformation	transformation	NOUN
dpc-4423	27	21	from	from	ADP
dpc-4423	27	22	nevi	nevi	NOUN
dpc-4423	27	23	to	to	ADP
dpc-4423	27	24	melanoma	melanoma	NOUN
dpc-4423	27	25	[	[	X
dpc-4423	27	26	3	3	NUM
dpc-4423	27	27	]	]	PUNCT
dpc-4423	27	28	.	.	PUNCT
dpc-4423	28	1	from	from	ADP
dpc-4423	28	2	the	the	DET
dpc-4423	28	3	start	start	NOUN
dpc-4423	28	4	,	,	PUNCT
dpc-4423	28	5	this	this	DET
dpc-4423	28	6	concept	concept	NOUN
dpc-4423	28	7	has	have	AUX
dpc-4423	28	8	been	be	AUX
dpc-4423	28	9	a	a	DET
dpc-4423	28	10	source	source	NOUN
dpc-4423	28	11	of	of	ADP
dpc-4423	28	12	debate	debate	NOUN
dpc-4423	28	13	,	,	PUNCT
dpc-4423	28	14	primarily	primarily	ADV
dpc-4423	28	15	due	due	ADP
dpc-4423	28	16	to	to	ADP
dpc-4423	28	17	the	the	DET
dpc-4423	28	18	challenges	challenge	NOUN
dpc-4423	28	19	in	in	ADP
dpc-4423	28	20	reproducibly	reproducibly	ADV
dpc-4423	28	21	identifying	identify	VERB
dpc-4423	28	22	“	"	PUNCT
dpc-4423	28	23	dysplastic	dysplastic	ADJ
dpc-4423	28	24	”	"	PUNCT
dpc-4423	28	25	features	feature	NOUN
dpc-4423	28	26	and	and	CCONJ
dpc-4423	28	27	assessing	assess	VERB
dpc-4423	28	28	their	their	PRON
dpc-4423	28	29	true	true	ADJ
dpc-4423	28	30	risk	risk	NOUN
dpc-4423	28	31	of	of	ADP
dpc-4423	28	32	progression	progression	NOUN
dpc-4423	28	33	to	to	ADP
dpc-4423	28	34	melanoma	melanoma	VERB
dpc-4423	28	35	.	.	PUNCT
dpc-4423	29	1	to	to	PART
dpc-4423	29	2	enhance	enhance	VERB
dpc-4423	29	3	its	its	PRON
dpc-4423	29	4	utility	utility	NOUN
dpc-4423	29	5	in	in	ADP
dpc-4423	29	6	clinical	clinical	ADJ
dpc-4423	29	7	practice	practice	NOUN
dpc-4423	29	8	and	and	CCONJ
dpc-4423	29	9	provide	provide	VERB
dpc-4423	29	10	a	a	DET
dpc-4423	29	11	clear	clear	ADJ
dpc-4423	29	12	target	target	NOUN
dpc-4423	29	13	for	for	ADP
dpc-4423	29	14	intervention	intervention	NOUN
dpc-4423	29	15	,	,	PUNCT
dpc-4423	29	16	the	the	DET
dpc-4423	29	17	concept	concept	NOUN
dpc-4423	29	18	of	of	ADP
dpc-4423	29	19	the	the	DET
dpc-4423	29	20	biological	biological	ADJ
dpc-4423	29	21	“	"	PUNCT
dpc-4423	29	22	gray	gray	ADJ
dpc-4423	29	23	zone	zone	NOUN
dpc-4423	29	24	”	"	PUNCT
dpc-4423	29	25	underscores	underscore	VERB
dpc-4423	29	26	the	the	DET
dpc-4423	29	27	importance	importance	NOUN
dpc-4423	29	28	of	of	ADP
dpc-4423	29	29	identifying	identify	VERB
dpc-4423	29	30	a	a	DET
dpc-4423	29	31	specific	specific	ADJ
dpc-4423	29	32	lesion	lesion	NOUN
dpc-4423	29	33	that	that	PRON
dpc-4423	29	34	embodies	embody	VERB
dpc-4423	29	35	this	this	DET
dpc-4423	29	36	gray	gray	ADJ
dpc-4423	29	37	zone	zone	NOUN
dpc-4423	29	38	.	.	PUNCT
dpc-4423	30	1	the	the	DET
dpc-4423	30	2	“	"	PUNCT
dpc-4423	30	3	dysplastic	dysplastic	ADJ
dpc-4423	30	4	nevus	nevus	NOUN
dpc-4423	30	5	”	"	PUNCT
dpc-4423	30	6	offers	offer	VERB
dpc-4423	30	7	a	a	DET
dpc-4423	30	8	tangible	tangible	ADJ
dpc-4423	30	9	example	example	NOUN
dpc-4423	30	10	of	of	ADP
dpc-4423	30	11	this	this	DET
dpc-4423	30	12	concept	concept	NOUN
dpc-4423	30	13	.	.	PUNCT
dpc-4423	31	1	however	however	ADV
dpc-4423	31	2	,	,	PUNCT
dpc-4423	31	3	the	the	DET
dpc-4423	31	4	2	2	NUM
dpc-4423	31	5	opinion	opinion	NOUN
dpc-4423	31	6	|	|	ADV
dpc-4423	31	7	dermatol	dermatol	NOUN
dpc-4423	31	8	pract	pract	NOUN
dpc-4423	31	9	concept	concept	NOUN
dpc-4423	31	10	.	.	PUNCT
dpc-4423	32	1	2024;14(2):e2024148	2024;14(2):e2024148	NUM
dpc-4423	32	2	stepwise	stepwise	PROPN
dpc-4423	32	3	tumor	tumor	PROPN
dpc-4423	32	4	progression	progression	NOUN
dpc-4423	32	5	model	model	NOUN
dpc-4423	32	6	,	,	PUNCT
dpc-4423	32	7	although	although	SCONJ
dpc-4423	32	8	supported	support	VERB
dpc-4423	32	9	by	by	ADP
dpc-4423	32	10	extensive	extensive	ADJ
dpc-4423	32	11	research	research	NOUN
dpc-4423	32	12	within	within	ADP
dpc-4423	32	13	and	and	CCONJ
dpc-4423	32	14	beyond	beyond	ADP
dpc-4423	32	15	melanocytic	melanocytic	ADJ
dpc-4423	32	16	biology	biology	NOUN
dpc-4423	32	17	,	,	PUNCT
dpc-4423	32	18	does	do	AUX
dpc-4423	32	19	not	not	PART
dpc-4423	32	20	always	always	ADV
dpc-4423	32	21	align	align	VERB
dpc-4423	32	22	with	with	ADP
dpc-4423	32	23	a	a	DET
dpc-4423	32	24	clinically	clinically	ADV
dpc-4423	32	25	visible	visible	ADJ
dpc-4423	32	26	“	"	PUNCT
dpc-4423	32	27	intermediate	intermediate	ADJ
dpc-4423	32	28	”	"	PUNCT
dpc-4423	32	29	or	or	CCONJ
dpc-4423	32	30	“	"	PUNCT
dpc-4423	32	31	precursor	precursor	NOUN
dpc-4423	32	32	”	"	PUNCT
dpc-4423	32	33	lesion	lesion	NOUN
dpc-4423	32	34	.	.	PUNCT
dpc-4423	33	1	sometimes	sometimes	ADV
dpc-4423	33	2	,	,	PUNCT
dpc-4423	33	3	a	a	DET
dpc-4423	33	4	clear	clear	ADJ
dpc-4423	33	5	precursor	precursor	NOUN
dpc-4423	33	6	or	or	CCONJ
dpc-4423	33	7	intermediate	intermediate	ADJ
dpc-4423	33	8	lesion	lesion	NOUN
dpc-4423	33	9	is	be	AUX
dpc-4423	33	10	absent	absent	ADJ
dpc-4423	33	11	,	,	PUNCT
dpc-4423	33	12	as	as	ADP
dpc-4423	33	13	for	for	ADP
dpc-4423	33	14	example	example	NOUN
dpc-4423	33	15	in	in	ADP
dpc-4423	33	16	basal	basal	ADJ
dpc-4423	33	17	cell	cell	NOUN
dpc-4423	33	18	carcinoma	carcinoma	NOUN
dpc-4423	33	19	(	(	PUNCT
dpc-4423	33	20	bcc	bcc	PROPN
dpc-4423	33	21	)	)	PUNCT
dpc-4423	33	22	.	.	PUNCT
dpc-4423	34	1	the	the	DET
dpc-4423	34	2	lack	lack	NOUN
dpc-4423	34	3	of	of	ADP
dpc-4423	34	4	ambiguity	ambiguity	NOUN
dpc-4423	34	5	in	in	ADP
dpc-4423	34	6	diagnosing	diagnose	VERB
dpc-4423	34	7	bcc	bcc	PROPN
dpc-4423	34	8	could	could	AUX
dpc-4423	34	9	be	be	AUX
dpc-4423	34	10	attributed	attribute	VERB
dpc-4423	34	11	to	to	ADP
dpc-4423	34	12	its	its	PRON
dpc-4423	34	13	distinct	distinct	ADJ
dpc-4423	34	14	microscopic	microscopic	ADJ
dpc-4423	34	15	appearance	appearance	NOUN
dpc-4423	34	16	,	,	PUNCT
dpc-4423	34	17	which	which	PRON
dpc-4423	34	18	facilitates	facilitate	VERB
dpc-4423	34	19	straightforward	straightforward	ADJ
dpc-4423	34	20	identification	identification	NOUN
dpc-4423	34	21	,	,	PUNCT
dpc-4423	34	22	bypassing	bypass	VERB
dpc-4423	34	23	the	the	DET
dpc-4423	34	24	need	need	NOUN
dpc-4423	34	25	for	for	ADP
dpc-4423	34	26	the	the	DET
dpc-4423	34	27	identification	identification	NOUN
dpc-4423	34	28	of	of	ADP
dpc-4423	34	29	intermediate	intermediate	ADJ
dpc-4423	34	30	,	,	PUNCT
dpc-4423	34	31	ambiguous	ambiguous	ADJ
dpc-4423	34	32	stages	stage	NOUN
dpc-4423	34	33	.	.	PUNCT
dpc-4423	35	1	in	in	ADP
dpc-4423	35	2	the	the	DET
dpc-4423	35	3	case	case	NOUN
dpc-4423	35	4	of	of	ADP
dpc-4423	35	5	bcc	bcc	PROPN
dpc-4423	35	6	,	,	PUNCT
dpc-4423	35	7	the	the	DET
dpc-4423	35	8	absence	absence	NOUN
dpc-4423	35	9	of	of	ADP
dpc-4423	35	10	a	a	DET
dpc-4423	35	11	diagnostic	diagnostic	ADJ
dpc-4423	35	12	gray	gray	ADJ
dpc-4423	35	13	zone	zone	NOUN
dpc-4423	35	14	prevents	prevent	VERB
dpc-4423	35	15	speculation	speculation	NOUN
dpc-4423	35	16	about	about	ADP
dpc-4423	35	17	a	a	DET
dpc-4423	35	18	biological	biological	ADJ
dpc-4423	35	19	gray	gray	ADJ
dpc-4423	35	20	zone	zone	NOUN
dpc-4423	35	21	.	.	PUNCT
dpc-4423	36	1	this	this	PRON
dpc-4423	36	2	stands	stand	VERB
dpc-4423	36	3	in	in	ADP
dpc-4423	36	4	stark	stark	ADJ
dpc-4423	36	5	contrast	contrast	NOUN
dpc-4423	36	6	to	to	ADP
dpc-4423	36	7	the	the	DET
dpc-4423	36	8	ambiguity	ambiguity	NOUN
dpc-4423	36	9	encountered	encounter	VERB
dpc-4423	36	10	in	in	ADP
dpc-4423	36	11	diagnosing	diagnose	VERB
dpc-4423	36	12	melanocytic	melanocytic	ADJ
dpc-4423	36	13	proliferations	proliferation	NOUN
dpc-4423	36	14	.	.	PUNCT
dpc-4423	37	1	the	the	DET
dpc-4423	37	2	world	world	PROPN
dpc-4423	37	3	health	health	PROPN
dpc-4423	37	4	organization	organization	PROPN
dpc-4423	37	5	’s	’s	PART
dpc-4423	37	6	(	(	PUNCT
dpc-4423	37	7	who	who	PRON
dpc-4423	37	8	)	)	PUNCT
dpc-4423	37	9	latest	late	ADJ
dpc-4423	37	10	classification	classification	NOUN
dpc-4423	37	11	of	of	ADP
dpc-4423	37	12	melanocytic	melanocytic	ADJ
dpc-4423	37	13	tumors	tumor	NOUN
dpc-4423	37	14	acknowledges	acknowledge	VERB
dpc-4423	37	15	the	the	DET
dpc-4423	37	16	complexity	complexity	NOUN
dpc-4423	37	17	of	of	ADP
dpc-4423	37	18	classifying	classify	VERB
dpc-4423	37	19	melanocytic	melanocytic	ADJ
dpc-4423	37	20	proliferations	proliferation	NOUN
dpc-4423	37	21	into	into	ADP
dpc-4423	37	22	purely	purely	ADV
dpc-4423	37	23	benign	benign	ADJ
dpc-4423	37	24	or	or	CCONJ
dpc-4423	37	25	malignant	malignant	ADJ
dpc-4423	37	26	categories	category	NOUN
dpc-4423	37	27	[	[	X
dpc-4423	37	28	4	4	NUM
dpc-4423	37	29	]	]	PUNCT
dpc-4423	37	30	.	.	PUNCT
dpc-4423	38	1	the	the	DET
dpc-4423	38	2	new	new	ADJ
dpc-4423	38	3	classification	classification	NOUN
dpc-4423	38	4	incorporates	incorporate	VERB
dpc-4423	38	5	traditional	traditional	ADJ
dpc-4423	38	6	histogenetic	histogenetic	ADJ
dpc-4423	38	7	patterns	pattern	NOUN
dpc-4423	38	8	,	,	PUNCT
dpc-4423	38	9	molecular	molecular	ADJ
dpc-4423	38	10	alterations	alteration	NOUN
dpc-4423	38	11	,	,	PUNCT
dpc-4423	38	12	and	and	CCONJ
dpc-4423	38	13	uv	uv	NOUN
dpc-4423	38	14	exposure	exposure	NOUN
dpc-4423	38	15	within	within	ADP
dpc-4423	38	16	a	a	DET
dpc-4423	38	17	pathway	pathway	NOUN
dpc-4423	38	18	model	model	NOUN
dpc-4423	38	19	that	that	PRON
dpc-4423	38	20	delineates	delineate	VERB
dpc-4423	38	21	nine	nine	NUM
dpc-4423	38	22	distinct	distinct	ADJ
dpc-4423	38	23	pathways	pathway	NOUN
dpc-4423	38	24	.	.	PUNCT
dpc-4423	39	1	each	each	DET
dpc-4423	39	2	pathway	pathway	NOUN
dpc-4423	39	3	traces	trace	VERB
dpc-4423	39	4	the	the	DET
dpc-4423	39	5	progression	progression	NOUN
dpc-4423	39	6	from	from	ADP
dpc-4423	39	7	benign	benign	ADJ
dpc-4423	39	8	precursor	precursor	NOUN
dpc-4423	39	9	lesions	lesion	NOUN
dpc-4423	39	10	to	to	ADP
dpc-4423	39	11	intermediate	intermediate	ADJ
dpc-4423	39	12	stages	stage	NOUN
dpc-4423	39	13	and	and	CCONJ
dpc-4423	39	14	,	,	PUNCT
dpc-4423	39	15	ultimately	ultimately	ADV
dpc-4423	39	16	,	,	PUNCT
dpc-4423	39	17	to	to	ADP
dpc-4423	39	18	melanoma	melanoma	VERB
dpc-4423	39	19	.	.	PUNCT
dpc-4423	40	1	the	the	DET
dpc-4423	40	2	who	who	PRON
dpc-4423	40	3	classification	classification	NOUN
dpc-4423	40	4	concedes	concede	VERB
dpc-4423	40	5	that	that	SCONJ
dpc-4423	40	6	,	,	PUNCT
dpc-4423	40	7	for	for	ADP
dpc-4423	40	8	some	some	DET
dpc-4423	40	9	pathways	pathway	NOUN
dpc-4423	40	10	,	,	PUNCT
dpc-4423	40	11	clear	clear	ADJ
dpc-4423	40	12	precursor	precursor	NOUN
dpc-4423	40	13	or	or	CCONJ
dpc-4423	40	14	intermediate	intermediate	ADJ
dpc-4423	40	15	lesions	lesion	NOUN
dpc-4423	40	16	remain	remain	VERB
dpc-4423	40	17	unidentified	unidentified	ADJ
dpc-4423	40	18	,	,	PUNCT
dpc-4423	40	19	leaving	leave	VERB
dpc-4423	40	20	open	open	ADJ
dpc-4423	40	21	the	the	DET
dpc-4423	40	22	possibility	possibility	NOUN
dpc-4423	40	23	that	that	SCONJ
dpc-4423	40	24	such	such	ADJ
dpc-4423	40	25	stages	stage	NOUN
dpc-4423	40	26	might	might	AUX
dpc-4423	40	27	not	not	PART
dpc-4423	40	28	exist	exist	VERB
dpc-4423	40	29	and	and	CCONJ
dpc-4423	40	30	could	could	AUX
dpc-4423	40	31	be	be	AUX
dpc-4423	40	32	fictional	fictional	ADJ
dpc-4423	40	33	rather	rather	ADV
dpc-4423	40	34	than	than	ADP
dpc-4423	40	35	real	real	ADJ
dpc-4423	40	36	.	.	PUNCT
dpc-4423	41	1	the	the	DET
dpc-4423	41	2	updated	update	VERB
dpc-4423	41	3	who	who	PRON
dpc-4423	41	4	classification	classification	NOUN
dpc-4423	41	5	also	also	ADV
dpc-4423	41	6	attempts	attempt	VERB
dpc-4423	41	7	to	to	PART
dpc-4423	41	8	better	well	ADV
dpc-4423	41	9	define	define	VERB
dpc-4423	41	10	the	the	DET
dpc-4423	41	11	concept	concept	NOUN
dpc-4423	41	12	of	of	ADP
dpc-4423	41	13	the	the	DET
dpc-4423	41	14	intermediate	intermediate	ADJ
dpc-4423	41	15	lesion	lesion	NOUN
dpc-4423	41	16	,	,	PUNCT
dpc-4423	41	17	introducing	introduce	VERB
dpc-4423	41	18	the	the	DET
dpc-4423	41	19	term	term	NOUN
dpc-4423	41	20	“	"	PUNCT
dpc-4423	41	21	melanocytoma	melanocytoma	NOUN
dpc-4423	41	22	”	"	PUNCT
dpc-4423	41	23	for	for	ADP
dpc-4423	41	24	this	this	DET
dpc-4423	41	25	purpose	purpose	NOUN
dpc-4423	41	26	.	.	PUNCT
dpc-4423	42	1	examples	example	NOUN
dpc-4423	42	2	include	include	VERB
dpc-4423	42	3	bap1	bap1	NOUN
dpc-4423	42	4	-	-	PUNCT
dpc-4423	42	5	inactivated	inactivate	VERB
dpc-4423	42	6	melanocytoma	melanocytoma	NOUN
dpc-4423	42	7	,	,	PUNCT
dpc-4423	42	8	pigmented	pigment	VERB
dpc-4423	42	9	epithelioid	epithelioid	NOUN
dpc-4423	42	10	melanocytoma	melanocytoma	NOUN
dpc-4423	42	11	,	,	PUNCT
dpc-4423	42	12	and	and	CCONJ
dpc-4423	42	13	spitz	spitz	PROPN
dpc-4423	42	14	melanocytoma	melanocytoma	NOUN
dpc-4423	42	15	.	.	PUNCT
dpc-4423	43	1	according	accord	VERB
dpc-4423	43	2	to	to	ADP
dpc-4423	43	3	the	the	DET
dpc-4423	43	4	who	who	PRON
dpc-4423	43	5	classification	classification	VERB
dpc-4423	43	6	,	,	PUNCT
dpc-4423	43	7	these	these	DET
dpc-4423	43	8	tumors	tumor	NOUN
dpc-4423	43	9	are	be	AUX
dpc-4423	43	10	characterized	characterize	VERB
dpc-4423	43	11	by	by	ADP
dpc-4423	43	12	harboring	harbor	VERB
dpc-4423	43	13	more	more	ADJ
dpc-4423	43	14	than	than	ADP
dpc-4423	43	15	one	one	NUM
dpc-4423	43	16	oncogenic	oncogenic	ADJ
dpc-4423	43	17	mutation	mutation	NOUN
dpc-4423	43	18	.	.	PUNCT
dpc-4423	44	1	whether	whether	SCONJ
dpc-4423	44	2	these	these	DET
dpc-4423	44	3	tumors	tumor	NOUN
dpc-4423	44	4	truly	truly	ADV
dpc-4423	44	5	represent	represent	VERB
dpc-4423	44	6	intermediate	intermediate	ADJ
dpc-4423	44	7	lesions	lesion	NOUN
dpc-4423	44	8	,	,	PUNCT
dpc-4423	44	9	as	as	SCONJ
dpc-4423	44	10	suggested	suggest	VERB
dpc-4423	44	11	by	by	ADP
dpc-4423	44	12	the	the	DET
dpc-4423	44	13	pathway	pathway	NOUN
dpc-4423	44	14	concept	concept	NOUN
dpc-4423	44	15	,	,	PUNCT
dpc-4423	44	16	or	or	CCONJ
dpc-4423	44	17	are	be	AUX
dpc-4423	44	18	akin	akin	ADJ
dpc-4423	44	19	to	to	ADP
dpc-4423	44	20	the	the	DET
dpc-4423	44	21	“	"	PUNCT
dpc-4423	44	22	dysplastic	dysplastic	ADJ
dpc-4423	44	23	nevus”—essentially	nevus”—essentially	ADV
dpc-4423	44	24	nevi	nevi	ADJ
dpc-4423	44	25	with	with	ADP
dpc-4423	44	26	specific	specific	ADJ
dpc-4423	44	27	morphological	morphological	ADJ
dpc-4423	44	28	features	feature	NOUN
dpc-4423	44	29	and	and	CCONJ
dpc-4423	44	30	a	a	DET
dpc-4423	44	31	more	more	ADV
dpc-4423	44	32	complex	complex	ADJ
dpc-4423	44	33	array	array	NOUN
dpc-4423	44	34	of	of	ADP
dpc-4423	44	35	somatic	somatic	ADJ
dpc-4423	44	36	mutations	mutation	NOUN
dpc-4423	44	37	that	that	PRON
dpc-4423	44	38	generally	generally	ADV
dpc-4423	44	39	do	do	AUX
dpc-4423	44	40	not	not	PART
dpc-4423	44	41	progress	progress	VERB
dpc-4423	44	42	to	to	ADP
dpc-4423	44	43	melanoma	melanoma	NOUN
dpc-4423	44	44	—	—	PUNCT
dpc-4423	44	45	remains	remain	VERB
dpc-4423	44	46	a	a	DET
dpc-4423	44	47	matter	matter	NOUN
dpc-4423	44	48	of	of	ADP
dpc-4423	44	49	debate	debate	NOUN
dpc-4423	44	50	.	.	PUNCT
dpc-4423	45	1	my	my	PRON
dpc-4423	45	2	inclination	inclination	NOUN
dpc-4423	45	3	is	be	AUX
dpc-4423	45	4	to	to	PART
dpc-4423	45	5	support	support	VERB
dpc-4423	45	6	the	the	DET
dpc-4423	45	7	latter	latter	ADJ
dpc-4423	45	8	interpretation	interpretation	NOUN
dpc-4423	45	9	.	.	PUNCT
dpc-4423	46	1	although	although	SCONJ
dpc-4423	46	2	there	there	PRON
dpc-4423	46	3	is	be	VERB
dpc-4423	46	4	the	the	DET
dpc-4423	46	5	hope	hope	NOUN
dpc-4423	46	6	that	that	SCONJ
dpc-4423	46	7	molecular	molecular	ADJ
dpc-4423	46	8	techniques	technique	NOUN
dpc-4423	46	9	will	will	AUX
dpc-4423	46	10	eliminate	eliminate	VERB
dpc-4423	46	11	diagnostic	diagnostic	ADJ
dpc-4423	46	12	grey	grey	ADJ
dpc-4423	46	13	zones	zone	NOUN
dpc-4423	46	14	,	,	PUNCT
dpc-4423	46	15	it	it	PRON
dpc-4423	46	16	is	be	AUX
dpc-4423	46	17	important	important	ADJ
dpc-4423	46	18	to	to	PART
dpc-4423	46	19	recognize	recognize	VERB
dpc-4423	46	20	that	that	SCONJ
dpc-4423	46	21	edge	edge	NOUN
dpc-4423	46	22	cases	case	NOUN
dpc-4423	46	23	will	will	AUX
dpc-4423	46	24	persist	persist	VERB
dpc-4423	46	25	.	.	PUNCT
dpc-4423	47	1	they	they	PRON
dpc-4423	47	2	may	may	AUX
dpc-4423	47	3	become	become	VERB
dpc-4423	47	4	less	less	ADV
dpc-4423	47	5	frequent	frequent	ADJ
dpc-4423	47	6	but	but	CCONJ
dpc-4423	47	7	will	will	AUX
dpc-4423	47	8	not	not	PART
dpc-4423	47	9	vanish	vanish	VERB
dpc-4423	47	10	entirely	entirely	ADV
dpc-4423	47	11	.	.	PUNCT
dpc-4423	48	1	techniques	technique	NOUN
dpc-4423	48	2	like	like	ADP
dpc-4423	48	3	immunohistochemistry	immunohistochemistry	NOUN
dpc-4423	48	4	,	,	PUNCT
dpc-4423	48	5	in	in	ADP
dpc-4423	48	6	situ	situ	ADJ
dpc-4423	48	7	hybridization	hybridization	NOUN
dpc-4423	48	8	,	,	PUNCT
dpc-4423	48	9	and	and	CCONJ
dpc-4423	48	10	comparative	comparative	ADJ
dpc-4423	48	11	genomic	genomic	NOUN
dpc-4423	48	12	hybridization	hybridization	NOUN
dpc-4423	48	13	may	may	AUX
dpc-4423	48	14	offer	offer	VERB
dpc-4423	48	15	crucial	crucial	ADJ
dpc-4423	48	16	insights	insight	NOUN
dpc-4423	48	17	for	for	ADP
dpc-4423	48	18	“	"	PUNCT
dpc-4423	48	19	borderline	borderline	NOUN
dpc-4423	48	20	”	"	PUNCT
dpc-4423	48	21	lesions	lesion	NOUN
dpc-4423	48	22	.	.	PUNCT
dpc-4423	49	1	yet	yet	ADV
dpc-4423	49	2	,	,	PUNCT
dpc-4423	49	3	as	as	SCONJ
dpc-4423	49	4	most	most	ADJ
dpc-4423	49	5	dermatopathologists	dermatopathologist	NOUN
dpc-4423	49	6	know	know	VERB
dpc-4423	49	7	,	,	PUNCT
dpc-4423	49	8	usually	usually	ADV
dpc-4423	49	9	these	these	DET
dpc-4423	49	10	tools	tool	NOUN
dpc-4423	49	11	do	do	AUX
dpc-4423	49	12	not	not	PART
dpc-4423	49	13	fully	fully	ADV
dpc-4423	49	14	solve	solve	VERB
dpc-4423	49	15	ambiguous	ambiguous	ADJ
dpc-4423	49	16	cases	case	NOUN
dpc-4423	49	17	.	.	PUNCT
dpc-4423	50	1	even	even	ADV
dpc-4423	50	2	with	with	ADP
dpc-4423	50	3	cutting	cut	VERB
dpc-4423	50	4	-	-	PUNCT
dpc-4423	50	5	edge	edge	NOUN
dpc-4423	50	6	methods	method	NOUN
dpc-4423	50	7	like	like	VERB
dpc-4423	50	8	wholegenome	wholegenome	VERB
dpc-4423	50	9	sequencing	sequencing	NOUN
dpc-4423	50	10	,	,	PUNCT
dpc-4423	50	11	eradicating	eradicate	VERB
dpc-4423	50	12	gray	gray	ADJ
dpc-4423	50	13	zones	zone	NOUN
dpc-4423	50	14	may	may	AUX
dpc-4423	50	15	remain	remain	VERB
dpc-4423	50	16	unattainable	unattainable	ADJ
dpc-4423	50	17	.	.	PUNCT
dpc-4423	51	1	the	the	DET
dpc-4423	51	2	unpredictable	unpredictable	ADJ
dpc-4423	51	3	nature	nature	NOUN
dpc-4423	51	4	and	and	CCONJ
dpc-4423	51	5	individual	individual	ADJ
dpc-4423	51	6	variability	variability	NOUN
dpc-4423	51	7	of	of	ADP
dpc-4423	51	8	biological	biological	ADJ
dpc-4423	51	9	systems	system	NOUN
dpc-4423	51	10	ensure	ensure	VERB
dpc-4423	51	11	that	that	SCONJ
dpc-4423	51	12	some	some	DET
dpc-4423	51	13	level	level	NOUN
dpc-4423	51	14	of	of	ADP
dpc-4423	51	15	uncertainty	uncertainty	NOUN
dpc-4423	51	16	persists	persist	VERB
dpc-4423	51	17	.	.	PUNCT
dpc-4423	52	1	diagnoses	diagnosis	NOUN
dpc-4423	52	2	are	be	AUX
dpc-4423	52	3	,	,	PUNCT
dpc-4423	52	4	in	in	ADP
dpc-4423	52	5	essence	essence	NOUN
dpc-4423	52	6	,	,	PUNCT
dpc-4423	52	7	conjectures	conjecture	VERB
dpc-4423	52	8	.	.	PUNCT
dpc-4423	53	1	biological	biological	ADJ
dpc-4423	53	2	processes	process	NOUN
dpc-4423	53	3	,	,	PUNCT
dpc-4423	53	4	though	though	SCONJ
dpc-4423	53	5	seemingly	seemingly	ADV
dpc-4423	53	6	deterministic	deterministic	ADJ
dpc-4423	53	7	,	,	PUNCT
dpc-4423	53	8	are	be	AUX
dpc-4423	53	9	influenced	influence	VERB
dpc-4423	53	10	by	by	ADP
dpc-4423	53	11	chaotic	chaotic	ADJ
dpc-4423	53	12	elements	element	NOUN
dpc-4423	53	13	.	.	PUNCT
dpc-4423	54	1	this	this	DET
dpc-4423	54	2	concept	concept	NOUN
dpc-4423	54	3	,	,	PUNCT
dpc-4423	54	4	echoing	echo	VERB
dpc-4423	54	5	chaos	chaos	NOUN
dpc-4423	54	6	theory	theory	NOUN
dpc-4423	54	7	,	,	PUNCT
dpc-4423	54	8	suggests	suggest	VERB
dpc-4423	54	9	that	that	SCONJ
dpc-4423	54	10	minor	minor	ADJ
dpc-4423	54	11	differences	difference	NOUN
dpc-4423	54	12	in	in	ADP
dpc-4423	54	13	initial	initial	ADJ
dpc-4423	54	14	conditions	condition	NOUN
dpc-4423	54	15	—	—	PUNCT
dpc-4423	54	16	spanning	span	VERB
dpc-4423	54	17	from	from	ADP
dpc-4423	54	18	the	the	DET
dpc-4423	54	19	specific	specific	ADJ
dpc-4423	54	20	set	set	NOUN
dpc-4423	54	21	of	of	ADP
dpc-4423	54	22	somatic	somatic	ADJ
dpc-4423	54	23	mutations	mutation	NOUN
dpc-4423	54	24	to	to	ADP
dpc-4423	54	25	the	the	DET
dpc-4423	54	26	microenvironment	microenvironment	NOUN
dpc-4423	54	27	and	and	CCONJ
dpc-4423	54	28	the	the	DET
dpc-4423	54	29	individual	individual	ADJ
dpc-4423	54	30	immune	immune	ADJ
dpc-4423	54	31	status	status	NOUN
dpc-4423	54	32	—	—	PUNCT
dpc-4423	54	33	can	can	AUX
dpc-4423	54	34	significantly	significantly	ADV
dpc-4423	54	35	impact	impact	VERB
dpc-4423	54	36	outcomes	outcome	NOUN
dpc-4423	54	37	.	.	PUNCT
dpc-4423	55	1	in	in	ADP
dpc-4423	55	2	this	this	DET
dpc-4423	55	3	sense	sense	NOUN
dpc-4423	55	4	,	,	PUNCT
dpc-4423	55	5	biology	biology	NOUN
dpc-4423	55	6	shares	share	NOUN
dpc-4423	55	7	similarities	similarity	NOUN
dpc-4423	55	8	with	with	ADP
dpc-4423	55	9	meteorology	meteorology	NOUN
dpc-4423	55	10	:	:	PUNCT
dpc-4423	55	11	making	make	VERB
dpc-4423	55	12	a	a	DET
dpc-4423	55	13	diagnosis	diagnosis	NOUN
dpc-4423	55	14	is	be	AUX
dpc-4423	55	15	more	more	ADV
dpc-4423	55	16	akin	akin	ADJ
dpc-4423	55	17	to	to	ADP
dpc-4423	55	18	forecasting	forecast	VERB
dpc-4423	55	19	the	the	DET
dpc-4423	55	20	weather	weather	NOUN
dpc-4423	55	21	than	than	ADP
dpc-4423	55	22	to	to	ADP
dpc-4423	55	23	reading	read	VERB
dpc-4423	55	24	a	a	DET
dpc-4423	55	25	clock	clock	NOUN
dpc-4423	55	26	.	.	PUNCT
dpc-4423	56	1	in	in	ADP
dpc-4423	56	2	the	the	DET
dpc-4423	56	3	context	context	NOUN
dpc-4423	56	4	of	of	ADP
dpc-4423	56	5	medical	medical	ADJ
dpc-4423	56	6	diagnostics	diagnostic	NOUN
dpc-4423	56	7	and	and	CCONJ
dpc-4423	56	8	treatment	treatment	NOUN
dpc-4423	56	9	,	,	PUNCT
dpc-4423	56	10	the	the	DET
dpc-4423	56	11	advent	advent	NOUN
dpc-4423	56	12	of	of	ADP
dpc-4423	56	13	artificial	artificial	ADJ
dpc-4423	56	14	intelligence	intelligence	NOUN
dpc-4423	56	15	(	(	PUNCT
dpc-4423	56	16	ai	ai	NOUN
dpc-4423	56	17	)	)	PUNCT
dpc-4423	56	18	,	,	PUNCT
dpc-4423	56	19	especially	especially	ADV
dpc-4423	56	20	multimodal	multimodal	NOUN
dpc-4423	56	21	ai	ai	NOUN
dpc-4423	56	22	,	,	PUNCT
dpc-4423	56	23	holds	hold	VERB
dpc-4423	56	24	the	the	DET
dpc-4423	56	25	promise	promise	NOUN
dpc-4423	56	26	of	of	ADP
dpc-4423	56	27	significantly	significantly	ADV
dpc-4423	56	28	reducing	reduce	VERB
dpc-4423	56	29	the	the	DET
dpc-4423	56	30	various	various	ADJ
dpc-4423	56	31	diagnostic	diagnostic	ADJ
dpc-4423	56	32	and	and	CCONJ
dpc-4423	56	33	biologic	biologic	ADJ
dpc-4423	56	34	gray	gray	ADJ
dpc-4423	56	35	zones	zone	NOUN
dpc-4423	56	36	discussed	discuss	VERB
dpc-4423	56	37	so	so	ADV
dpc-4423	56	38	far	far	ADV
dpc-4423	56	39	.	.	PUNCT
dpc-4423	57	1	multimodal	multimodal	NOUN
dpc-4423	57	2	ai	ai	VERB
dpc-4423	57	3	,	,	PUNCT
dpc-4423	57	4	by	by	ADP
dpc-4423	57	5	integrating	integrate	VERB
dpc-4423	57	6	data	datum	NOUN
dpc-4423	57	7	from	from	ADP
dpc-4423	57	8	diverse	diverse	ADJ
dpc-4423	57	9	sources	source	NOUN
dpc-4423	57	10	such	such	ADJ
dpc-4423	57	11	as	as	ADP
dpc-4423	57	12	imaging	imaging	NOUN
dpc-4423	57	13	,	,	PUNCT
dpc-4423	57	14	genetic	genetic	ADJ
dpc-4423	57	15	information	information	NOUN
dpc-4423	57	16	,	,	PUNCT
dpc-4423	57	17	and	and	CCONJ
dpc-4423	57	18	electronic	electronic	ADJ
dpc-4423	57	19	health	health	NOUN
dpc-4423	57	20	records	record	NOUN
dpc-4423	57	21	could	could	AUX
dpc-4423	57	22	offer	offer	VERB
dpc-4423	57	23	a	a	DET
dpc-4423	57	24	more	more	ADV
dpc-4423	57	25	nuanced	nuanced	ADJ
dpc-4423	57	26	and	and	CCONJ
dpc-4423	57	27	comprehensive	comprehensive	ADJ
dpc-4423	57	28	understanding	understanding	NOUN
dpc-4423	57	29	of	of	ADP
dpc-4423	57	30	cancer	cancer	NOUN
dpc-4423	57	31	biology	biology	NOUN
dpc-4423	57	32	[	[	X
dpc-4423	57	33	5	5	NUM
dpc-4423	57	34	]	]	PUNCT
dpc-4423	57	35	.	.	PUNCT
dpc-4423	58	1	this	this	DET
dpc-4423	58	2	integration	integration	NOUN
dpc-4423	58	3	could	could	AUX
dpc-4423	58	4	lead	lead	VERB
dpc-4423	58	5	to	to	ADP
dpc-4423	58	6	more	more	ADV
dpc-4423	58	7	accurate	accurate	ADJ
dpc-4423	58	8	diagnoses	diagnosis	NOUN
dpc-4423	58	9	of	of	ADP
dpc-4423	58	10	melanocytic	melanocytic	ADJ
dpc-4423	58	11	proliferations	proliferation	NOUN
dpc-4423	58	12	and	and	CCONJ
dpc-4423	58	13	vanishing	vanish	VERB
dpc-4423	58	14	gray	gray	ADJ
dpc-4423	58	15	zones	zone	NOUN
dpc-4423	58	16	.	.	PUNCT
dpc-4423	59	1	however	however	ADV
dpc-4423	59	2	,	,	PUNCT
dpc-4423	59	3	it	it	PRON
dpc-4423	59	4	is	be	AUX
dpc-4423	59	5	crucial	crucial	ADJ
dpc-4423	59	6	to	to	PART
dpc-4423	59	7	recognize	recognize	VERB
dpc-4423	59	8	that	that	PRON
dpc-4423	59	9	ai	ai	VERB
dpc-4423	59	10	,	,	PUNCT
dpc-4423	59	11	regardless	regardless	ADV
dpc-4423	59	12	of	of	ADP
dpc-4423	59	13	its	its	PRON
dpc-4423	59	14	sophistication	sophistication	NOUN
dpc-4423	59	15	,	,	PUNCT
dpc-4423	59	16	can	can	AUX
dpc-4423	59	17	not	not	PART
dpc-4423	59	18	eliminate	eliminate	VERB
dpc-4423	59	19	all	all	DET
dpc-4423	59	20	forms	form	NOUN
dpc-4423	59	21	of	of	ADP
dpc-4423	59	22	uncertainty	uncertainty	NOUN
dpc-4423	59	23	.	.	PUNCT
dpc-4423	60	1	even	even	ADV
dpc-4423	60	2	with	with	ADP
dpc-4423	60	3	technological	technological	ADJ
dpc-4423	60	4	advancements	advancement	NOUN
dpc-4423	60	5	,	,	PUNCT
dpc-4423	60	6	the	the	DET
dpc-4423	60	7	individual	individual	ADJ
dpc-4423	60	8	preferences	preference	NOUN
dpc-4423	60	9	of	of	ADP
dpc-4423	60	10	dermatologists	dermatologist	NOUN
dpc-4423	60	11	and	and	CCONJ
dpc-4423	60	12	patients	patient	NOUN
dpc-4423	60	13	regarding	regard	VERB
dpc-4423	60	14	the	the	DET
dpc-4423	60	15	trade	trade	NOUN
dpc-4423	60	16	-	-	PUNCT
dpc-4423	60	17	off	off	NOUN
dpc-4423	60	18	between	between	ADP
dpc-4423	60	19	sensitivity	sensitivity	NOUN
dpc-4423	60	20	and	and	CCONJ
dpc-4423	60	21	specificity	specificity	NOUN
dpc-4423	60	22	will	will	AUX
dpc-4423	60	23	continue	continue	VERB
dpc-4423	60	24	to	to	PART
dpc-4423	60	25	exist	exist	VERB
dpc-4423	60	26	[	[	PUNCT
dpc-4423	60	27	6	6	NUM
dpc-4423	60	28	]	]	PUNCT
dpc-4423	60	29	.	.	PUNCT
dpc-4423	61	1	these	these	DET
dpc-4423	61	2	preferences	preference	NOUN
dpc-4423	61	3	shape	shape	VERB
dpc-4423	61	4	decision	decision	NOUN
dpc-4423	61	5	-	-	PUNCT
dpc-4423	61	6	making	make	VERB
dpc-4423	61	7	and	and	CCONJ
dpc-4423	61	8	treatment	treatment	NOUN
dpc-4423	61	9	approaches	approach	NOUN
dpc-4423	61	10	,	,	PUNCT
dpc-4423	61	11	underscoring	underscore	VERB
dpc-4423	61	12	the	the	DET
dpc-4423	61	13	importance	importance	NOUN
dpc-4423	61	14	of	of	ADP
dpc-4423	61	15	personalized	personalized	ADJ
dpc-4423	61	16	care	care	NOUN
dpc-4423	61	17	.	.	PUNCT
dpc-4423	62	1	ambiguity	ambiguity	NOUN
dpc-4423	62	2	in	in	ADP
dpc-4423	62	3	diagnosis	diagnosis	NOUN
dpc-4423	62	4	of	of	ADP
dpc-4423	62	5	melanocytic	melanocytic	ADJ
dpc-4423	62	6	proliferations	proliferation	NOUN
dpc-4423	62	7	is	be	AUX
dpc-4423	62	8	an	an	DET
dpc-4423	62	9	inescapable	inescapable	ADJ
dpc-4423	62	10	reality	reality	NOUN
dpc-4423	62	11	.	.	PUNCT
dpc-4423	63	1	some	some	PRON
dpc-4423	63	2	of	of	ADP
dpc-4423	63	3	this	this	DET
dpc-4423	63	4	ambiguity	ambiguity	NOUN
dpc-4423	63	5	is	be	AUX
dpc-4423	63	6	a	a	DET
dpc-4423	63	7	product	product	NOUN
dpc-4423	63	8	of	of	ADP
dpc-4423	63	9	human	human	ADJ
dpc-4423	63	10	interpretation	interpretation	NOUN
dpc-4423	63	11	,	,	PUNCT
dpc-4423	63	12	while	while	SCONJ
dpc-4423	63	13	the	the	DET
dpc-4423	63	14	rest	rest	NOUN
dpc-4423	63	15	is	be	AUX
dpc-4423	63	16	deeply	deeply	ADV
dpc-4423	63	17	embedded	embed	VERB
dpc-4423	63	18	in	in	ADP
dpc-4423	63	19	the	the	DET
dpc-4423	63	20	complex	complex	ADJ
dpc-4423	63	21	biology	biology	NOUN
dpc-4423	63	22	of	of	ADP
dpc-4423	63	23	melanocytic	melanocytic	ADJ
dpc-4423	63	24	tumors	tumor	NOUN
dpc-4423	63	25	.	.	PUNCT
dpc-4423	64	1	grey	grey	ADJ
dpc-4423	64	2	zones	zone	NOUN
dpc-4423	64	3	can	can	AUX
dpc-4423	64	4	be	be	AUX
dpc-4423	64	5	a	a	DET
dpc-4423	64	6	source	source	NOUN
dpc-4423	64	7	of	of	ADP
dpc-4423	64	8	anxiety	anxiety	NOUN
dpc-4423	64	9	,	,	PUNCT
dpc-4423	64	10	lead	lead	VERB
dpc-4423	64	11	to	to	ADP
dpc-4423	64	12	delayed	delay	VERB
dpc-4423	64	13	treatment	treatment	NOUN
dpc-4423	64	14	,	,	PUNCT
dpc-4423	64	15	and	and	CCONJ
dpc-4423	64	16	,	,	PUNCT
dpc-4423	64	17	at	at	ADP
dpc-4423	64	18	times	time	NOUN
dpc-4423	64	19	,	,	PUNCT
dpc-4423	64	20	result	result	VERB
dpc-4423	64	21	in	in	ADP
dpc-4423	64	22	unnecessary	unnecessary	ADJ
dpc-4423	64	23	procedures	procedure	NOUN
dpc-4423	64	24	.	.	PUNCT
dpc-4423	65	1	therefore	therefore	ADV
dpc-4423	65	2	,	,	PUNCT
dpc-4423	65	3	navigating	navigate	VERB
dpc-4423	65	4	these	these	DET
dpc-4423	65	5	uncertain	uncertain	ADJ
dpc-4423	65	6	waters	water	NOUN
dpc-4423	65	7	with	with	ADP
dpc-4423	65	8	as	as	ADV
dpc-4423	65	9	much	much	ADJ
dpc-4423	65	10	precision	precision	NOUN
dpc-4423	65	11	and	and	CCONJ
dpc-4423	65	12	clarity	clarity	NOUN
dpc-4423	65	13	as	as	ADP
dpc-4423	65	14	possible	possible	ADJ
dpc-4423	65	15	is	be	AUX
dpc-4423	65	16	crucial	crucial	ADJ
dpc-4423	65	17	.	.	PUNCT
dpc-4423	66	1	for	for	ADP
dpc-4423	66	2	us	we	PRON
dpc-4423	66	3	clinicians	clinician	NOUN
dpc-4423	66	4	it	it	PRON
dpc-4423	66	5	is	be	AUX
dpc-4423	66	6	important	important	ADJ
dpc-4423	66	7	to	to	ADP
dpc-4423	66	8	distinguishing	distinguish	VERB
dpc-4423	66	9	between	between	ADP
dpc-4423	66	10	different	different	ADJ
dpc-4423	66	11	types	type	NOUN
dpc-4423	66	12	of	of	ADP
dpc-4423	66	13	gray	gray	ADJ
dpc-4423	66	14	zones	zone	NOUN
dpc-4423	66	15	.	.	PUNCT
dpc-4423	67	1	we	we	PRON
dpc-4423	67	2	should	should	AUX
dpc-4423	67	3	be	be	AUX
dpc-4423	67	4	aware	aware	ADJ
dpc-4423	67	5	that	that	SCONJ
dpc-4423	67	6	pathology	pathology	NOUN
dpc-4423	67	7	reports	report	NOUN
dpc-4423	67	8	may	may	AUX
dpc-4423	67	9	obscure	obscure	VERB
dpc-4423	67	10	diagnostic	diagnostic	ADJ
dpc-4423	67	11	uncertainty	uncertainty	NOUN
dpc-4423	67	12	with	with	ADP
dpc-4423	67	13	language	language	NOUN
dpc-4423	67	14	that	that	PRON
dpc-4423	67	15	implies	imply	VERB
dpc-4423	67	16	biological	biological	ADJ
dpc-4423	67	17	uncertainty	uncertainty	NOUN
dpc-4423	67	18	instead	instead	ADV
dpc-4423	67	19	.	.	PUNCT
dpc-4423	68	1	recognizing	recognize	VERB
dpc-4423	68	2	these	these	DET
dpc-4423	68	3	distinctions	distinction	NOUN
dpc-4423	68	4	is	be	AUX
dpc-4423	68	5	vital	vital	ADJ
dpc-4423	68	6	for	for	ADP
dpc-4423	68	7	healthcare	healthcare	NOUN
dpc-4423	68	8	professionals	professional	NOUN
dpc-4423	68	9	in	in	ADP
dpc-4423	68	10	managing	manage	VERB
dpc-4423	68	11	and	and	CCONJ
dpc-4423	68	12	communicating	communicate	VERB
dpc-4423	68	13	about	about	ADP
dpc-4423	68	14	“	"	PUNCT
dpc-4423	68	15	borderline	borderline	NOUN
dpc-4423	68	16	”	"	PUNCT
dpc-4423	68	17	lesions	lesion	NOUN
dpc-4423	68	18	.	.	PUNCT
dpc-4423	69	1	finally	finally	ADV
dpc-4423	69	2	,	,	PUNCT
dpc-4423	69	3	there	there	PRON
dpc-4423	69	4	is	be	VERB
dpc-4423	69	5	a	a	DET
dpc-4423	69	6	silver	silver	ADJ
dpc-4423	69	7	lining	lining	NOUN
dpc-4423	69	8	:	:	PUNCT
dpc-4423	69	9	“	"	PUNCT
dpc-4423	69	10	gray	gray	ADJ
dpc-4423	69	11	zones	zone	NOUN
dpc-4423	69	12	”	"	PUNCT
dpc-4423	69	13	also	also	ADV
dpc-4423	69	14	open	open	VERB
dpc-4423	69	15	up	up	ADP
dpc-4423	69	16	opportunities	opportunity	NOUN
dpc-4423	69	17	;	;	PUNCT
dpc-4423	69	18	they	they	PRON
dpc-4423	69	19	challenge	challenge	VERB
dpc-4423	69	20	us	we	PRON
dpc-4423	69	21	to	to	PART
dpc-4423	69	22	refine	refine	VERB
dpc-4423	69	23	our	our	PRON
dpc-4423	69	24	diagnostic	diagnostic	ADJ
dpc-4423	69	25	methods	method	NOUN
dpc-4423	69	26	and	and	CCONJ
dpc-4423	69	27	question	question	VERB
dpc-4423	69	28	our	our	PRON
dpc-4423	69	29	concepts	concept	NOUN
dpc-4423	69	30	and	and	CCONJ
dpc-4423	69	31	definitions	definition	NOUN
dpc-4423	69	32	.	.	PUNCT
dpc-4423	70	1	furthermore	furthermore	ADV
dpc-4423	70	2	,	,	PUNCT
dpc-4423	70	3	their	their	PRON
dpc-4423	70	4	existence	existence	NOUN
dpc-4423	70	5	reminds	remind	VERB
dpc-4423	70	6	us	we	PRON
dpc-4423	70	7	as	as	ADP
dpc-4423	70	8	researchers	researcher	NOUN
dpc-4423	70	9	that	that	PRON
dpc-4423	70	10	science	science	NOUN
dpc-4423	70	11	never	never	ADV
dpc-4423	70	12	ends	end	VERB
dpc-4423	70	13	and	and	CCONJ
dpc-4423	70	14	forces	force	VERB
dpc-4423	70	15	us	we	PRON
dpc-4423	70	16	as	as	ADP
dpc-4423	70	17	clinicians	clinician	NOUN
dpc-4423	70	18	to	to	PART
dpc-4423	70	19	develop	develop	VERB
dpc-4423	70	20	appropriate	appropriate	ADJ
dpc-4423	70	21	strategies	strategy	NOUN
dpc-4423	70	22	in	in	ADP
dpc-4423	70	23	the	the	DET
dpc-4423	70	24	face	face	NOUN
dpc-4423	70	25	of	of	ADP
dpc-4423	70	26	uncertainty	uncertainty	NOUN
dpc-4423	70	27	.	.	PUNCT
dpc-4423	71	1	opinion	opinion	NOUN
dpc-4423	71	2	|	|	ADP
dpc-4423	71	3	dermatol	dermatol	ADJ
dpc-4423	71	4	pract	pract	NOUN
dpc-4423	71	5	concept	concept	NOUN
dpc-4423	71	6	.	.	PUNCT
dpc-4423	72	1	2024;14(2):e2024148	2024;14(2):e2024148	NUM
dpc-4423	72	2	3	3	NUM
dpc-4423	72	3	references	reference	NOUN
dpc-4423	72	4	1	1	NUM
dpc-4423	72	5	.	.	PUNCT
dpc-4423	73	1	ackerman	ackerman	PROPN
dpc-4423	73	2	lv	lv	PROPN
dpc-4423	73	3	.	.	PROPN
dpc-4423	73	4	malignant	malignant	ADJ
dpc-4423	73	5	melanoma	melanoma	NOUN
dpc-4423	73	6	of	of	ADP
dpc-4423	73	7	the	the	DET
dpc-4423	73	8	skin	skin	NOUN
dpc-4423	73	9	;	;	PUNCT
dpc-4423	73	10	clinical	clinical	ADJ
dpc-4423	73	11	and	and	CCONJ
dpc-4423	73	12	pathologic	pathologic	ADJ
dpc-4423	73	13	analysis	analysis	NOUN
dpc-4423	73	14	of	of	ADP
dpc-4423	73	15	75	75	NUM
dpc-4423	73	16	cases	case	NOUN
dpc-4423	73	17	.	.	PUNCT
dpc-4423	74	1	am	be	AUX
dpc-4423	74	2	j	j	PROPN
dpc-4423	74	3	clin	clin	PROPN
dpc-4423	74	4	pathol	pathol	NOUN
dpc-4423	74	5	.	.	PUNCT
dpc-4423	75	1	1948;18	1948;18	NUM
dpc-4423	75	2	:	:	PUNCT
dpc-4423	75	3	602–624	602–624	NUM
dpc-4423	75	4	.	.	PUNCT
dpc-4423	76	1	2	2	X
dpc-4423	76	2	.	.	X
dpc-4423	76	3	allen	allen	PROPN
dpc-4423	76	4	ac	ac	PROPN
dpc-4423	76	5	,	,	PUNCT
dpc-4423	76	6	spitz	spitz	PROPN
dpc-4423	76	7	s.	s.	PROPN
dpc-4423	76	8	malignant	malignant	PROPN
dpc-4423	76	9	melanoma	melanoma	NOUN
dpc-4423	76	10	;	;	PUNCT
dpc-4423	76	11	a	a	DET
dpc-4423	76	12	clinicopathological	clinicopathological	ADJ
dpc-4423	76	13	analysis	analysis	NOUN
dpc-4423	76	14	of	of	ADP
dpc-4423	76	15	the	the	DET
dpc-4423	76	16	criteria	criterion	NOUN
dpc-4423	76	17	for	for	ADP
dpc-4423	76	18	diagnosis	diagnosis	NOUN
dpc-4423	76	19	and	and	CCONJ
dpc-4423	76	20	prognosis	prognosis	NOUN
dpc-4423	76	21	.	.	PUNCT
dpc-4423	77	1	cancer	cancer	NOUN
dpc-4423	77	2	.	.	PUNCT
dpc-4423	78	1	1953;6	1953;6	NUM
dpc-4423	78	2	:	:	PUNCT
dpc-4423	78	3	1–45	1–45	NUM
dpc-4423	78	4	.	.	PUNCT
dpc-4423	79	1	3	3	X
dpc-4423	79	2	.	.	X
dpc-4423	79	3	elder	elder	NOUN
dpc-4423	79	4	de	de	PROPN
dpc-4423	79	5	,	,	PUNCT
dpc-4423	79	6	green	green	PROPN
dpc-4423	79	7	mh	mh	PROPN
dpc-4423	79	8	,	,	PUNCT
dpc-4423	79	9	guerry	guerry	NOUN
dpc-4423	79	10	d	d	PROPN
dpc-4423	79	11	4th	4th	PROPN
dpc-4423	79	12	,	,	PUNCT
dpc-4423	79	13	kraemer	kraemer	PROPN
dpc-4423	79	14	kh	kh	PROPN
dpc-4423	79	15	,	,	PUNCT
dpc-4423	79	16	clark	clark	PROPN
dpc-4423	79	17	wh	wh	PROPN
dpc-4423	79	18	jr	jr	PROPN
dpc-4423	79	19	.	.	PUNCT
dpc-4423	80	1	the	the	DET
dpc-4423	80	2	dysplastic	dysplastic	ADJ
dpc-4423	80	3	nevus	nevus	ADJ
dpc-4423	80	4	syndrome	syndrome	NOUN
dpc-4423	80	5	:	:	PUNCT
dpc-4423	80	6	our	our	PRON
dpc-4423	80	7	definition	definition	NOUN
dpc-4423	80	8	.	.	PUNCT
dpc-4423	80	9	am	be	AUX
dpc-4423	80	10	j	j	PROPN
dpc-4423	80	11	dermatopathol	dermatopathol	NOUN
dpc-4423	80	12	.	.	PUNCT
dpc-4423	81	1	1982	1982	NUM
dpc-4423	81	2	oct;4(5):455–60	oct;4(5):455–60	NOUN
dpc-4423	81	3	.	.	PROPN
dpc-4423	82	1	4	4	X
dpc-4423	82	2	.	.	X
dpc-4423	82	3	ho	ho	PROPN
dpc-4423	82	4	j	j	PROPN
dpc-4423	82	5	,	,	PUNCT
dpc-4423	82	6	collie	collie	PROPN
dpc-4423	82	7	cj	cj	PROPN
dpc-4423	82	8	.	.	PUNCT
dpc-4423	83	1	what	what	PRON
dpc-4423	83	2	’s	’	VERB
dpc-4423	83	3	new	new	ADJ
dpc-4423	83	4	in	in	ADP
dpc-4423	83	5	dermatopathology	dermatopathology	NOUN
dpc-4423	83	6	2023	2023	NUM
dpc-4423	83	7	:	:	PUNCT
dpc-4423	83	8	who	who	PRON
dpc-4423	83	9	5th	5th	ADJ
dpc-4423	83	10	edition	edition	NOUN
dpc-4423	83	11	updates	update	VERB
dpc-4423	83	12	.	.	PUNCT
dpc-4423	84	1	j	j	PROPN
dpc-4423	84	2	pathol	pathol	PROPN
dpc-4423	84	3	transl	transl	PROPN
dpc-4423	84	4	med	me	VERB
dpc-4423	84	5	.	.	PUNCT
dpc-4423	85	1	2023	2023	NUM
dpc-4423	85	2	nov;57(6):337–340	nov;57(6):337–340	NOUN
dpc-4423	85	3	.	.	PUNCT
dpc-4423	86	1	5	5	X
dpc-4423	86	2	.	.	X
dpc-4423	86	3	acosta	acosta	PROPN
dpc-4423	86	4	jn	jn	PROPN
dpc-4423	86	5	,	,	PUNCT
dpc-4423	86	6	falcone	falcone	PROPN
dpc-4423	86	7	gj	gj	PROPN
dpc-4423	86	8	,	,	PUNCT
dpc-4423	86	9	rajpurkar	rajpurkar	NOUN
dpc-4423	86	10	p	p	X
dpc-4423	86	11	,	,	PUNCT
dpc-4423	86	12	topol	topol	NOUN
dpc-4423	86	13	ej	ej	PROPN
dpc-4423	86	14	.	.	PROPN
dpc-4423	86	15	multimodal	multimodal	PROPN
dpc-4423	86	16	biomedical	biomedical	ADJ
dpc-4423	86	17	ai	ai	NOUN
dpc-4423	86	18	.	.	PUNCT
dpc-4423	87	1	nat	nat	PROPN
dpc-4423	87	2	med	me	VERB
dpc-4423	87	3	.	.	PUNCT
dpc-4423	88	1	2022	2022	NUM
dpc-4423	88	2	sep;28(9):1773–1784	sep;28(9):1773–1784	NOUN
dpc-4423	88	3	6	6	NUM
dpc-4423	88	4	.	.	PUNCT
dpc-4423	88	5	barata	barata	PROPN
dpc-4423	88	6	c	c	PROPN
dpc-4423	88	7	,	,	PUNCT
dpc-4423	88	8	rotemberg	rotemberg	NOUN
dpc-4423	88	9	v	v	NOUN
dpc-4423	88	10	,	,	PUNCT
dpc-4423	88	11	codella	codella	PROPN
dpc-4423	88	12	ncf	ncf	PROPN
dpc-4423	88	13	,	,	PUNCT
dpc-4423	88	14	et	et	PROPN
dpc-4423	88	15	al	al	PROPN
dpc-4423	88	16	.	.	PUNCT
dpc-4423	89	1	a	a	DET
dpc-4423	89	2	reinforcement	reinforcement	NOUN
dpc-4423	89	3	learning	learning	NOUN
dpc-4423	89	4	model	model	NOUN
dpc-4423	89	5	for	for	ADP
dpc-4423	89	6	ai	ai	ADV
dpc-4423	89	7	-	-	PUNCT
dpc-4423	89	8	based	base	VERB
dpc-4423	89	9	decision	decision	NOUN
dpc-4423	89	10	support	support	NOUN
dpc-4423	89	11	in	in	ADP
dpc-4423	89	12	skin	skin	NOUN
dpc-4423	89	13	cancer	cancer	NOUN
dpc-4423	89	14	.	.	PUNCT
dpc-4423	90	1	nat	nat	PROPN
dpc-4423	90	2	med	me	VERB
dpc-4423	90	3	.	.	PUNCT
dpc-4423	91	1	2023	2023	NUM
dpc-4423	91	2	aug;29(8):1941–1946	aug;29(8):1941–1946	NOUN
dpc-4423	91	3	.	.	PUNCT