id	sid	tid	token	lemma	pos
gs-3245	1	1	georgian	georgian	PROPN
gs-3245	1	2	scientists/	scientists/	NUM
gs-3245	1	3	.	.	PUNCT
gs-3245	2	1	6	6	NUM
gs-3245	2	2	n	n	NUM
gs-3245	2	3	3	3	NUM
gs-3245	2	4	,	,	PUNCT
gs-3245	2	5	2024	2024	NUM
gs-3245	2	6	399	399	NUM
gs-3245	2	7	georgian	georgian	PROPN
gs-3245	2	8	scientists	scientist	NOUN
gs-3245	2	9	vol	vol	NOUN
gs-3245	2	10	.	.	PROPN
gs-3245	2	11	6	6	NUM
gs-3245	2	12	issue	issue	NOUN
gs-3245	2	13	4	4	NUM
gs-3245	2	14	,	,	PUNCT
gs-3245	2	15	2024	2024	NUM
gs-3245	2	16	https://doi.org/10.52340/gs.2024.06.04.38	https://doi.org/10.52340/gs.2024.06.04.38	NOUN
gs-3245	2	17	the	the	DET
gs-3245	2	18	concept	concept	NOUN
gs-3245	2	19	of	of	ADP
gs-3245	2	20	data	data	NOUN
gs-3245	2	21	-	-	PUNCT
gs-3245	2	22	driven	drive	VERB
gs-3245	2	23	automated	automate	VERB
gs-3245	2	24	governance	governance	NOUN
gs-3245	2	25	jaba	jaba	PROPN
gs-3245	2	26	tkemaladze1	tkemaladze1	PROPN
gs-3245	2	27	1research	1research	NUM
gs-3245	2	28	director	director	NOUN
gs-3245	2	29	,	,	PUNCT
gs-3245	2	30	longevity	longevity	NOUN
gs-3245	2	31	clinic	clinic	PROPN
gs-3245	2	32	georgia	georgia	PROPN
gs-3245	2	33	inc	inc	PROPN
gs-3245	2	34	.	.	PROPN
gs-3245	2	35	jtkemaladze@longevity.ge	jtkemaladze@longevity.ge	PROPN
gs-3245	2	36	,	,	PUNCT
gs-3245	2	37	https://orcid.org/0000-0001-8651-7243	https://orcid.org/0000-0001-8651-7243	ADP
gs-3245	2	38	abstract	abstract	ADJ
gs-3245	2	39	modern	modern	ADJ
gs-3245	2	40	public	public	ADJ
gs-3245	2	41	administration	administration	NOUN
gs-3245	2	42	faces	face	VERB
gs-3245	2	43	challenges	challenge	NOUN
gs-3245	2	44	requiring	require	VERB
gs-3245	2	45	enhanced	enhanced	ADJ
gs-3245	2	46	efficiency	efficiency	NOUN
gs-3245	2	47	,	,	PUNCT
gs-3245	2	48	transparency	transparency	NOUN
gs-3245	2	49	,	,	PUNCT
gs-3245	2	50	and	and	CCONJ
gs-3245	2	51	objectivity	objectivity	NOUN
gs-3245	2	52	in	in	ADP
gs-3245	2	53	evaluating	evaluate	VERB
gs-3245	2	54	the	the	DET
gs-3245	2	55	performance	performance	NOUN
gs-3245	2	56	of	of	ADP
gs-3245	2	57	government	government	NOUN
gs-3245	2	58	officials	official	NOUN
gs-3245	2	59	.	.	PUNCT
gs-3245	3	1	this	this	DET
gs-3245	3	2	article	article	NOUN
gs-3245	3	3	proposes	propose	VERB
gs-3245	3	4	an	an	DET
gs-3245	3	5	innovative	innovative	ADJ
gs-3245	3	6	approach	approach	NOUN
gs-3245	3	7	based	base	VERB
gs-3245	3	8	on	on	ADP
gs-3245	3	9	leveraging	leverage	VERB
gs-3245	3	10	modern	modern	ADJ
gs-3245	3	11	technologies	technology	NOUN
gs-3245	3	12	for	for	ADP
gs-3245	3	13	data	data	NOUN
gs-3245	3	14	collection	collection	NOUN
gs-3245	3	15	,	,	PUNCT
gs-3245	3	16	analysis	analysis	NOUN
gs-3245	3	17	,	,	PUNCT
gs-3245	3	18	and	and	CCONJ
gs-3245	3	19	application	application	NOUN
gs-3245	3	20	in	in	ADP
gs-3245	3	21	governance	governance	NOUN
gs-3245	3	22	systems	system	NOUN
gs-3245	3	23	.	.	PUNCT
gs-3245	4	1	the	the	DET
gs-3245	4	2	focus	focus	NOUN
gs-3245	4	3	is	be	AUX
gs-3245	4	4	on	on	ADP
gs-3245	4	5	comprehensive	comprehensive	ADJ
gs-3245	4	6	data	datum	NOUN
gs-3245	4	7	aggregation	aggregation	NOUN
gs-3245	4	8	,	,	PUNCT
gs-3245	4	9	automated	automate	VERB
gs-3245	4	10	information	information	NOUN
gs-3245	4	11	processing	processing	NOUN
gs-3245	4	12	,	,	PUNCT
gs-3245	4	13	and	and	CCONJ
gs-3245	4	14	assessing	assess	VERB
gs-3245	4	15	officials	official	NOUN
gs-3245	4	16	'	'	PART
gs-3245	4	17	competencies	competency	NOUN
gs-3245	4	18	using	use	VERB
gs-3245	4	19	key	key	ADJ
gs-3245	4	20	health	health	NOUN
gs-3245	4	21	and	and	CCONJ
gs-3245	4	22	public	public	ADJ
gs-3245	4	23	safety	safety	NOUN
gs-3245	4	24	indicators	indicator	NOUN
gs-3245	4	25	.	.	PUNCT
gs-3245	5	1	the	the	DET
gs-3245	5	2	future	future	NOUN
gs-3245	5	3	of	of	ADP
gs-3245	5	4	governance	governance	NOUN
gs-3245	5	5	lies	lie	VERB
gs-3245	5	6	in	in	ADP
gs-3245	5	7	integrating	integrating	NOUN
gs-3245	5	8	technologies	technology	NOUN
gs-3245	5	9	and	and	CCONJ
gs-3245	5	10	objective	objective	ADJ
gs-3245	5	11	data	datum	NOUN
gs-3245	5	12	into	into	ADP
gs-3245	5	13	decision	decision	NOUN
gs-3245	5	14	-	-	PUNCT
gs-3245	5	15	making	make	VERB
gs-3245	5	16	processes	process	NOUN
gs-3245	5	17	while	while	SCONJ
gs-3245	5	18	enhancing	enhance	VERB
gs-3245	5	19	human	human	ADJ
gs-3245	5	20	capabilities	capability	NOUN
gs-3245	5	21	beyond	beyond	ADP
gs-3245	5	22	artificial	artificial	ADJ
gs-3245	5	23	intelligence	intelligence	NOUN
gs-3245	5	24	through	through	ADP
gs-3245	5	25	the	the	DET
gs-3245	5	26	extension	extension	NOUN
gs-3245	5	27	of	of	ADP
gs-3245	5	28	highquality	highquality	NOUN
gs-3245	5	29	life	life	NOUN
gs-3245	5	30	expectancy	expectancy	NOUN
gs-3245	5	31	.	.	PUNCT
gs-3245	6	1	keywords	keyword	NOUN
gs-3245	6	2	:	:	PUNCT
gs-3245	6	3	governance	governance	NOUN
gs-3245	6	4	,	,	PUNCT
gs-3245	6	5	administration	administration	NOUN
gs-3245	6	6	,	,	PUNCT
gs-3245	6	7	innovation	innovation	NOUN
gs-3245	6	8	,	,	PUNCT
gs-3245	6	9	data	datum	NOUN
gs-3245	6	10	,	,	PUNCT
gs-3245	6	11	analysis	analysis	NOUN
gs-3245	6	12	,	,	PUNCT
gs-3245	6	13	automation	automation	NOUN
gs-3245	6	14	,	,	PUNCT
gs-3245	6	15	scenarios	scenario	NOUN
gs-3245	6	16	,	,	PUNCT
gs-3245	6	17	decisionmaking	decisionmake	VERB
gs-3245	6	18	,	,	PUNCT
gs-3245	6	19	optimization	optimization	NOUN
gs-3245	6	20	introduction	introduction	NOUN
gs-3245	6	21	public	public	ADJ
gs-3245	6	22	administration	administration	NOUN
gs-3245	6	23	is	be	AUX
gs-3245	6	24	one	one	NUM
gs-3245	6	25	of	of	ADP
gs-3245	6	26	the	the	DET
gs-3245	6	27	most	most	ADV
gs-3245	6	28	complex	complex	ADJ
gs-3245	6	29	and	and	CCONJ
gs-3245	6	30	responsible	responsible	ADJ
gs-3245	6	31	spheres	sphere	NOUN
gs-3245	6	32	upon	upon	SCONJ
gs-3245	6	33	which	which	PRON
gs-3245	6	34	societal	societal	ADJ
gs-3245	6	35	wellbeing	wellbeing	NOUN
gs-3245	6	36	depends	depend	VERB
gs-3245	6	37	.	.	PUNCT
gs-3245	7	1	traditional	traditional	ADJ
gs-3245	7	2	systems	system	NOUN
gs-3245	7	3	for	for	ADP
gs-3245	7	4	evaluating	evaluate	VERB
gs-3245	7	5	the	the	DET
gs-3245	7	6	effectiveness	effectiveness	NOUN
gs-3245	7	7	of	of	ADP
gs-3245	7	8	governance	governance	NOUN
gs-3245	7	9	often	often	ADV
gs-3245	7	10	rely	rely	VERB
gs-3245	7	11	on	on	ADP
gs-3245	7	12	subjective	subjective	ADJ
gs-3245	7	13	indicators	indicator	NOUN
gs-3245	7	14	,	,	PUNCT
gs-3245	7	15	leading	lead	VERB
gs-3245	7	16	to	to	ADP
gs-3245	7	17	risks	risk	NOUN
gs-3245	7	18	of	of	ADP
gs-3245	7	19	corruption	corruption	NOUN
gs-3245	7	20	,	,	PUNCT
gs-3245	7	21	bias	bias	NOUN
gs-3245	7	22	,	,	PUNCT
gs-3245	7	23	and	and	CCONJ
gs-3245	7	24	lack	lack	NOUN
gs-3245	7	25	of	of	ADP
gs-3245	7	26	transparency	transparency	NOUN
gs-3245	7	27	.	.	PUNCT
gs-3245	8	1	consequently	consequently	ADV
gs-3245	8	2	,	,	PUNCT
gs-3245	8	3	there	there	PRON
gs-3245	8	4	is	be	VERB
gs-3245	8	5	a	a	DET
gs-3245	8	6	pressing	press	VERB
gs-3245	8	7	need	need	NOUN
gs-3245	8	8	to	to	PART
gs-3245	8	9	integrate	integrate	VERB
gs-3245	8	10	technologies	technology	NOUN
gs-3245	8	11	that	that	PRON
gs-3245	8	12	can	can	AUX
gs-3245	8	13	objectify	objectify	VERB
gs-3245	8	14	evaluation	evaluation	NOUN
gs-3245	8	15	processes	process	NOUN
gs-3245	8	16	and	and	CCONJ
gs-3245	8	17	enhance	enhance	VERB
gs-3245	8	18	decision	decision	NOUN
gs-3245	8	19	-	-	PUNCT
gs-3245	8	20	making	make	VERB
gs-3245	8	21	outcomes	outcome	NOUN
gs-3245	8	22	.	.	PUNCT
gs-3245	9	1	data	data	NOUN
gs-3245	9	2	-	-	PUNCT
gs-3245	9	3	driven	drive	VERB
gs-3245	9	4	decision	decision	NOUN
gs-3245	9	5	-	-	PUNCT
gs-3245	9	6	making	making	NOUN
gs-3245	9	7	fundamentally	fundamentally	ADV
gs-3245	9	8	transforms	transform	VERB
gs-3245	9	9	governance	governance	NOUN
gs-3245	9	10	,	,	PUNCT
gs-3245	9	11	enabling	enable	VERB
gs-3245	9	12	promptness	promptness	ADJ
gs-3245	9	13	,	,	PUNCT
gs-3245	9	14	accuracy	accuracy	NOUN
gs-3245	9	15	,	,	PUNCT
gs-3245	9	16	and	and	CCONJ
gs-3245	9	17	fairness	fairness	NOUN
gs-3245	9	18	in	in	ADP
gs-3245	9	19	the	the	DET
gs-3245	9	20	implementation	implementation	NOUN
gs-3245	9	21	of	of	ADP
gs-3245	9	22	measures	measure	NOUN
gs-3245	9	23	aimed	aim	VERB
gs-3245	9	24	at	at	ADP
gs-3245	9	25	improving	improve	VERB
gs-3245	9	26	citizens	citizen	NOUN
gs-3245	9	27	'	'	PART
gs-3245	9	28	quality	quality	NOUN
gs-3245	9	29	of	of	ADP
gs-3245	9	30	life	life	NOUN
gs-3245	9	31	.	.	PUNCT
gs-3245	10	1	such	such	DET
gs-3245	10	2	an	an	DET
gs-3245	10	3	approach	approach	NOUN
gs-3245	10	4	forms	form	VERB
gs-3245	10	5	the	the	DET
gs-3245	10	6	foundation	foundation	NOUN
gs-3245	10	7	for	for	ADP
gs-3245	10	8	building	build	VERB
gs-3245	10	9	efficient	efficient	ADJ
gs-3245	10	10	,	,	PUNCT
gs-3245	10	11	accountable	accountable	ADJ
gs-3245	10	12	,	,	PUNCT
gs-3245	10	13	and	and	CCONJ
gs-3245	10	14	modern	modern	ADJ
gs-3245	10	15	governance	governance	NOUN
gs-3245	10	16	systems	system	NOUN
gs-3245	10	17	.	.	PUNCT
gs-3245	11	1	core	core	NOUN
gs-3245	11	2	principles	principle	NOUN
gs-3245	11	3	of	of	ADP
gs-3245	11	4	the	the	DET
gs-3245	11	5	new	new	ADJ
gs-3245	11	6	system	system	NOUN
gs-3245	11	7	comprehensive	comprehensive	ADJ
gs-3245	11	8	data	datum	NOUN
gs-3245	11	9	collection	collection	NOUN
gs-3245	11	10	and	and	CCONJ
gs-3245	11	11	centralized	centralized	ADJ
gs-3245	11	12	database	database	NOUN
gs-3245	11	13	creation	creation	NOUN
gs-3245	11	14	georgian	georgian	NOUN
gs-3245	11	15	scientists/	scientists/	NUM
gs-3245	11	16	.	.	PUNCT
gs-3245	12	1	6	6	NUM
gs-3245	12	2	n	n	NUM
gs-3245	12	3	3	3	NUM
gs-3245	12	4	,	,	PUNCT
gs-3245	12	5	2024	2024	NUM
gs-3245	12	6	400	400	NUM
gs-3245	12	7	the	the	DET
gs-3245	12	8	technological	technological	ADJ
gs-3245	12	9	framework	framework	NOUN
gs-3245	12	10	of	of	ADP
gs-3245	12	11	the	the	DET
gs-3245	12	12	proposed	propose	VERB
gs-3245	12	13	system	system	NOUN
gs-3245	12	14	is	be	AUX
gs-3245	12	15	based	base	VERB
gs-3245	12	16	on	on	ADP
gs-3245	12	17	the	the	DET
gs-3245	12	18	large	large	ADJ
gs-3245	12	19	-	-	PUNCT
gs-3245	12	20	scale	scale	NOUN
gs-3245	12	21	collection	collection	NOUN
gs-3245	12	22	of	of	ADP
gs-3245	12	23	data	datum	NOUN
gs-3245	12	24	from	from	ADP
gs-3245	12	25	all	all	DET
gs-3245	12	26	available	available	ADJ
gs-3245	12	27	sources	source	NOUN
gs-3245	12	28	,	,	PUNCT
gs-3245	12	29	including	include	VERB
gs-3245	12	30	:	:	PUNCT
gs-3245	12	31	healthcare	healthcare	PROPN
gs-3245	12	32	:	:	PUNCT
gs-3245	12	33	date	date	NOUN
gs-3245	12	34	of	of	ADP
gs-3245	12	35	birth	birth	NOUN
gs-3245	12	36	,	,	PUNCT
gs-3245	12	37	date	date	NOUN
gs-3245	12	38	of	of	ADP
gs-3245	12	39	a	a	DET
gs-3245	12	40	patient	patient	NOUN
gs-3245	12	41	's	's	PART
gs-3245	12	42	visit	visit	NOUN
gs-3245	12	43	,	,	PUNCT
gs-3245	12	44	and	and	CCONJ
gs-3245	12	45	healthcare	healthcare	PROPN
gs-3245	12	46	worker	worker	NOUN
gs-3245	12	47	's	's	PART
gs-3245	12	48	identification	identification	NOUN
gs-3245	12	49	number	number	NOUN
gs-3245	12	50	.	.	PUNCT
gs-3245	13	1	costs	cost	NOUN
gs-3245	13	2	of	of	ADP
gs-3245	13	3	diagnostic	diagnostic	ADJ
gs-3245	13	4	tests	test	NOUN
gs-3245	13	5	performed	perform	VERB
gs-3245	13	6	by	by	ADP
gs-3245	13	7	a	a	DET
gs-3245	13	8	specific	specific	ADJ
gs-3245	13	9	healthcare	healthcare	NOUN
gs-3245	13	10	worker	worker	NOUN
gs-3245	13	11	.	.	PUNCT
gs-3245	14	1	service	service	NOUN
gs-3245	14	2	costs	cost	NOUN
gs-3245	14	3	associated	associate	VERB
gs-3245	14	4	with	with	ADP
gs-3245	14	5	individual	individual	ADJ
gs-3245	14	6	healthcare	healthcare	NOUN
gs-3245	14	7	workers	worker	NOUN
gs-3245	14	8	.	.	PUNCT
gs-3245	15	1	costs	cost	NOUN
gs-3245	15	2	of	of	ADP
gs-3245	15	3	consumables	consumable	NOUN
gs-3245	15	4	and	and	CCONJ
gs-3245	15	5	medications	medication	NOUN
gs-3245	15	6	used	use	VERB
gs-3245	15	7	during	during	ADP
gs-3245	15	8	care	care	NOUN
gs-3245	15	9	by	by	ADP
gs-3245	15	10	a	a	DET
gs-3245	15	11	specific	specific	ADJ
gs-3245	15	12	healthcare	healthcare	NOUN
gs-3245	15	13	worker	worker	NOUN
gs-3245	15	14	.	.	PUNCT
gs-3245	16	1	date	date	NOUN
gs-3245	16	2	of	of	ADP
gs-3245	16	3	service	service	NOUN
gs-3245	16	4	completion	completion	NOUN
gs-3245	16	5	by	by	ADP
gs-3245	16	6	a	a	DET
gs-3245	16	7	healthcare	healthcare	NOUN
gs-3245	16	8	worker	worker	NOUN
gs-3245	16	9	,	,	PUNCT
gs-3245	16	10	date	date	NOUN
gs-3245	16	11	of	of	ADP
gs-3245	16	12	next	next	ADJ
gs-3245	16	13	visit	visit	NOUN
gs-3245	16	14	,	,	PUNCT
gs-3245	16	15	and	and	CCONJ
gs-3245	16	16	related	related	ADJ
gs-3245	16	17	healthcare	healthcare	NOUN
gs-3245	16	18	worker	worker	NOUN
gs-3245	16	19	identification	identification	NOUN
gs-3245	16	20	.	.	PUNCT
gs-3245	17	1	date	date	NOUN
gs-3245	17	2	of	of	ADP
gs-3245	17	3	death	death	NOUN
gs-3245	17	4	,	,	PUNCT
gs-3245	17	5	and	and	CCONJ
gs-3245	17	6	other	other	ADJ
gs-3245	17	7	pertinent	pertinent	ADJ
gs-3245	17	8	data	datum	NOUN
gs-3245	17	9	.	.	PUNCT
gs-3245	17	10	,	,	PUNCT
gs-3245	17	11	etc	etc	X
gs-3245	17	12	education	education	NOUN
gs-3245	17	13	:	:	PUNCT
gs-3245	17	14	enrollment	enrollment	NOUN
gs-3245	17	15	date	date	NOUN
gs-3245	17	16	and	and	CCONJ
gs-3245	17	17	mentor	mentor	NOUN
gs-3245	17	18	identification	identification	NOUN
gs-3245	17	19	number	number	NOUN
gs-3245	17	20	.	.	PUNCT
gs-3245	18	1	costs	cost	NOUN
gs-3245	18	2	of	of	ADP
gs-3245	18	3	assessments	assessment	NOUN
gs-3245	18	4	and	and	CCONJ
gs-3245	18	5	testing	testing	NOUN
gs-3245	18	6	under	under	ADP
gs-3245	18	7	specific	specific	ADJ
gs-3245	18	8	mentors	mentor	NOUN
gs-3245	18	9	.	.	PUNCT
gs-3245	19	1	service	service	NOUN
gs-3245	19	2	and	and	CCONJ
gs-3245	19	3	material	material	NOUN
gs-3245	19	4	costs	cost	NOUN
gs-3245	19	5	for	for	ADP
gs-3245	19	6	mentorship	mentorship	NOUN
gs-3245	19	7	.	.	PUNCT
gs-3245	20	1	costs	cost	NOUN
gs-3245	20	2	of	of	ADP
gs-3245	20	3	textbooks	textbook	NOUN
gs-3245	20	4	and	and	CCONJ
gs-3245	20	5	other	other	ADJ
gs-3245	20	6	learning	learning	NOUN
gs-3245	20	7	materials	material	NOUN
gs-3245	20	8	provided	provide	VERB
gs-3245	20	9	by	by	ADP
gs-3245	20	10	specific	specific	ADJ
gs-3245	20	11	mentors	mentor	NOUN
gs-3245	20	12	.	.	PUNCT
gs-3245	21	1	date	date	NOUN
gs-3245	21	2	of	of	ADP
gs-3245	21	3	course	course	NOUN
gs-3245	21	4	completion	completion	NOUN
gs-3245	21	5	under	under	ADP
gs-3245	21	6	a	a	DET
gs-3245	21	7	mentor	mentor	NOUN
gs-3245	21	8	,	,	PUNCT
gs-3245	21	9	results	result	NOUN
gs-3245	21	10	of	of	ADP
gs-3245	21	11	developmental	developmental	ADJ
gs-3245	21	12	tests	test	NOUN
gs-3245	21	13	,	,	PUNCT
gs-3245	21	14	and	and	CCONJ
gs-3245	21	15	related	related	ADJ
gs-3245	21	16	data	datum	NOUN
gs-3245	21	17	.	.	PUNCT
gs-3245	21	18	,	,	PUNCT
gs-3245	21	19	etc	etc	X
gs-3245	21	20	law	law	NOUN
gs-3245	21	21	enforcement	enforcement	NOUN
gs-3245	21	22	:	:	PUNCT
gs-3245	21	23	date	date	NOUN
gs-3245	21	24	of	of	ADP
gs-3245	21	25	the	the	DET
gs-3245	21	26	offense	offense	NOUN
gs-3245	21	27	,	,	PUNCT
gs-3245	21	28	start	start	VERB
gs-3245	21	29	and	and	CCONJ
gs-3245	21	30	end	end	VERB
gs-3245	21	31	dates	date	NOUN
gs-3245	21	32	of	of	ADP
gs-3245	21	33	judicial	judicial	ADJ
gs-3245	21	34	processes	process	NOUN
gs-3245	21	35	,	,	PUNCT
gs-3245	21	36	and	and	CCONJ
gs-3245	21	37	judge	judge	VERB
gs-3245	21	38	identification	identification	NOUN
gs-3245	21	39	number	number	NOUN
gs-3245	21	40	.	.	PUNCT
gs-3245	22	1	appeal	appeal	VERB
gs-3245	22	2	outcomes	outcome	NOUN
gs-3245	22	3	and	and	CCONJ
gs-3245	22	4	sentencing	sentencing	NOUN
gs-3245	22	5	dynamics	dynamic	NOUN
gs-3245	22	6	linked	link	VERB
gs-3245	22	7	to	to	ADP
gs-3245	22	8	individual	individual	ADJ
gs-3245	22	9	judges	judge	NOUN
gs-3245	22	10	.	.	PUNCT
gs-3245	23	1	date	date	NOUN
gs-3245	23	2	of	of	ADP
gs-3245	23	3	repeat	repeat	NOUN
gs-3245	23	4	offenses	offense	NOUN
gs-3245	23	5	following	follow	VERB
gs-3245	23	6	judgments	judgment	NOUN
gs-3245	23	7	made	make	VERB
gs-3245	23	8	by	by	ADP
gs-3245	23	9	specific	specific	ADJ
gs-3245	23	10	judges	judge	NOUN
gs-3245	23	11	.	.	PUNCT
gs-3245	23	12	,	,	PUNCT
gs-3245	23	13	etc	etc	X
gs-3245	23	14	economy	economy	NOUN
gs-3245	23	15	:	:	PUNCT
gs-3245	23	16	average	average	ADJ
gs-3245	23	17	tax	tax	NOUN
gs-3245	23	18	payment	payment	NOUN
gs-3245	23	19	figures	figure	NOUN
gs-3245	23	20	before	before	SCONJ
gs-3245	23	21	individuals	individual	NOUN
gs-3245	23	22	apply	apply	VERB
gs-3245	23	23	for	for	ADP
gs-3245	23	24	a	a	DET
gs-3245	23	25	bank	bank	NOUN
gs-3245	23	26	loan	loan	NOUN
gs-3245	23	27	.	.	PUNCT
gs-3245	24	1	date	date	NOUN
gs-3245	24	2	of	of	ADP
gs-3245	24	3	loan	loan	NOUN
gs-3245	24	4	application	application	NOUN
gs-3245	24	5	and	and	CCONJ
gs-3245	24	6	bank	bank	NOUN
gs-3245	24	7	officer	officer	NOUN
gs-3245	24	8	identification	identification	NOUN
gs-3245	24	9	.	.	PUNCT
gs-3245	25	1	loan	loan	NOUN
gs-3245	25	2	approval	approval	NOUN
gs-3245	25	3	dates	date	NOUN
gs-3245	25	4	and	and	CCONJ
gs-3245	25	5	credit	credit	NOUN
gs-3245	25	6	officer	officer	NOUN
gs-3245	25	7	identification	identification	NOUN
gs-3245	25	8	.	.	PUNCT
gs-3245	26	1	annual	annual	ADJ
gs-3245	26	2	changes	change	NOUN
gs-3245	26	3	in	in	ADP
gs-3245	26	4	average	average	ADJ
gs-3245	26	5	tax	tax	NOUN
gs-3245	26	6	payments	payment	NOUN
gs-3245	26	7	by	by	ADP
gs-3245	26	8	individuals	individual	NOUN
gs-3245	26	9	after	after	ADP
gs-3245	26	10	receiving	receive	VERB
gs-3245	26	11	loans	loan	NOUN
gs-3245	26	12	facilitated	facilitate	VERB
gs-3245	26	13	by	by	ADP
gs-3245	26	14	specific	specific	ADJ
gs-3245	26	15	credit	credit	NOUN
gs-3245	26	16	officers	officer	NOUN
gs-3245	26	17	.	.	PUNCT
gs-3245	26	18	,	,	PUNCT
gs-3245	26	19	etc	etc	X
gs-3245	26	20	data	datum	NOUN
gs-3245	26	21	storage	storage	NOUN
gs-3245	26	22	and	and	CCONJ
gs-3245	26	23	integrity	integrity	NOUN
gs-3245	26	24	the	the	DET
gs-3245	26	25	collected	collect	VERB
gs-3245	26	26	data	datum	NOUN
gs-3245	26	27	is	be	AUX
gs-3245	26	28	stored	store	VERB
gs-3245	26	29	in	in	ADP
gs-3245	26	30	a	a	DET
gs-3245	26	31	secure	secure	ADJ
gs-3245	26	32	,	,	PUNCT
gs-3245	26	33	centralized	centralized	ADJ
gs-3245	26	34	database	database	NOUN
gs-3245	26	35	to	to	PART
gs-3245	26	36	ensure	ensure	VERB
gs-3245	26	37	accessibility	accessibility	NOUN
gs-3245	26	38	and	and	CCONJ
gs-3245	26	39	transparency	transparency	NOUN
gs-3245	26	40	for	for	ADP
gs-3245	26	41	analytical	analytical	ADJ
gs-3245	26	42	purposes	purpose	NOUN
gs-3245	26	43	.	.	PUNCT
gs-3245	27	1	a	a	DET
gs-3245	27	2	critical	critical	ADJ
gs-3245	27	3	aspect	aspect	NOUN
gs-3245	27	4	of	of	ADP
gs-3245	27	5	the	the	DET
gs-3245	27	6	system	system	NOUN
gs-3245	27	7	is	be	AUX
gs-3245	27	8	maintaining	maintain	VERB
gs-3245	27	9	raw	raw	ADJ
gs-3245	27	10	,	,	PUNCT
gs-3245	27	11	unprocessed	unprocessed	ADJ
gs-3245	27	12	data	datum	NOUN
gs-3245	27	13	.	.	PUNCT
gs-3245	28	1	presenting	present	VERB
gs-3245	28	2	data	datum	NOUN
gs-3245	28	3	in	in	ADP
gs-3245	28	4	its	its	PRON
gs-3245	28	5	original	original	ADJ
gs-3245	28	6	form	form	NOUN
gs-3245	28	7	avoids	avoid	VERB
gs-3245	28	8	manipulation	manipulation	NOUN
gs-3245	28	9	and	and	CCONJ
gs-3245	28	10	prevents	prevent	VERB
gs-3245	28	11	the	the	DET
gs-3245	28	12	creation	creation	NOUN
gs-3245	28	13	of	of	ADP
gs-3245	28	14	misleading	mislead	VERB
gs-3245	28	15	statistical	statistical	ADJ
gs-3245	28	16	interpretations	interpretation	NOUN
gs-3245	28	17	.	.	PUNCT
gs-3245	29	1	statistical	statistical	ADJ
gs-3245	29	2	processing	processing	NOUN
gs-3245	29	3	,	,	PUNCT
gs-3245	29	4	if	if	SCONJ
gs-3245	29	5	necessary	necessary	ADJ
gs-3245	29	6	,	,	PUNCT
gs-3245	29	7	should	should	AUX
gs-3245	29	8	be	be	AUX
gs-3245	29	9	conducted	conduct	VERB
gs-3245	29	10	using	use	VERB
gs-3245	29	11	standardized	standardized	ADJ
gs-3245	29	12	and	and	CCONJ
gs-3245	29	13	transparent	transparent	ADJ
gs-3245	29	14	methodologies	methodology	NOUN
gs-3245	29	15	to	to	PART
gs-3245	29	16	maintain	maintain	VERB
gs-3245	29	17	integrity	integrity	NOUN
gs-3245	29	18	.	.	PUNCT
gs-3245	30	1	by	by	ADP
gs-3245	30	2	prioritizing	prioritize	VERB
gs-3245	30	3	original	original	ADJ
gs-3245	30	4	data	datum	NOUN
gs-3245	30	5	over	over	ADP
gs-3245	30	6	pre	pre	ADJ
gs-3245	30	7	-	-	ADJ
gs-3245	30	8	analyzed	analyzed	ADJ
gs-3245	30	9	statistics	statistic	NOUN
gs-3245	30	10	,	,	PUNCT
gs-3245	30	11	the	the	DET
gs-3245	30	12	system	system	NOUN
gs-3245	30	13	safeguards	safeguard	VERB
gs-3245	30	14	against	against	ADP
gs-3245	30	15	the	the	DET
gs-3245	30	16	potential	potential	ADJ
gs-3245	30	17	distortion	distortion	NOUN
gs-3245	30	18	of	of	ADP
gs-3245	30	19	reality	reality	NOUN
gs-3245	30	20	,	,	PUNCT
gs-3245	30	21	fostering	foster	VERB
gs-3245	30	22	trust	trust	NOUN
gs-3245	30	23	and	and	CCONJ
gs-3245	30	24	reliability	reliability	NOUN
gs-3245	30	25	in	in	ADP
gs-3245	30	26	governance	governance	NOUN
gs-3245	30	27	processes	process	NOUN
gs-3245	30	28	.	.	PUNCT
gs-3245	31	1	georgian	georgian	NOUN
gs-3245	31	2	scientists/	scientists/	NUM
gs-3245	31	3	.	.	PUNCT
gs-3245	32	1	6	6	NUM
gs-3245	32	2	n	n	NUM
gs-3245	32	3	3	3	NUM
gs-3245	32	4	,	,	PUNCT
gs-3245	32	5	2024	2024	NUM
gs-3245	32	6	401	401	NUM
gs-3245	32	7	automated	automate	VERB
gs-3245	32	8	data	data	NOUN
gs-3245	32	9	processing	processing	NOUN
gs-3245	32	10	data	datum	NOUN
gs-3245	32	11	processing	processing	NOUN
gs-3245	32	12	is	be	AUX
gs-3245	32	13	conducted	conduct	VERB
gs-3245	32	14	using	use	VERB
gs-3245	32	15	artificial	artificial	ADJ
gs-3245	32	16	intelligence	intelligence	NOUN
gs-3245	32	17	(	(	PUNCT
gs-3245	32	18	ai	ai	NOUN
gs-3245	32	19	)	)	PUNCT
gs-3245	32	20	and	and	CCONJ
gs-3245	32	21	machine	machine	NOUN
gs-3245	32	22	learning	learning	NOUN
gs-3245	32	23	(	(	PUNCT
gs-3245	32	24	ml	ml	NOUN
gs-3245	32	25	)	)	PUNCT
gs-3245	32	26	,	,	PUNCT
gs-3245	32	27	which	which	PRON
gs-3245	32	28	perform	perform	VERB
gs-3245	32	29	the	the	DET
gs-3245	32	30	following	following	ADJ
gs-3245	32	31	tasks	task	NOUN
gs-3245	32	32	:	:	PUNCT
gs-3245	32	33	1	1	NUM
gs-3245	32	34	.	.	NOUN
gs-3245	32	35	trend	trend	NOUN
gs-3245	32	36	analysis	analysis	NOUN
gs-3245	32	37	:	:	PUNCT
gs-3245	32	38	ai	ai	VERB
gs-3245	32	39	identifies	identify	VERB
gs-3245	32	40	patterns	pattern	NOUN
gs-3245	32	41	in	in	ADP
gs-3245	32	42	statistical	statistical	ADJ
gs-3245	32	43	and	and	CCONJ
gs-3245	32	44	time	time	NOUN
gs-3245	32	45	-	-	PUNCT
gs-3245	32	46	series	series	NOUN
gs-3245	32	47	data	datum	NOUN
gs-3245	32	48	,	,	PUNCT
gs-3245	32	49	revealing	reveal	VERB
gs-3245	32	50	trends	trend	NOUN
gs-3245	32	51	over	over	ADP
gs-3245	32	52	short	short	ADJ
gs-3245	32	53	and	and	CCONJ
gs-3245	32	54	long	long	ADJ
gs-3245	32	55	periods	period	NOUN
gs-3245	32	56	.	.	PUNCT
gs-3245	33	1	2	2	X
gs-3245	33	2	.	.	X
gs-3245	33	3	correlation	correlation	NOUN
gs-3245	33	4	discovery	discovery	NOUN
gs-3245	33	5	:	:	PUNCT
gs-3245	33	6	the	the	DET
gs-3245	33	7	system	system	NOUN
gs-3245	33	8	uncovers	uncover	VERB
gs-3245	33	9	relationships	relationship	NOUN
gs-3245	33	10	between	between	ADP
gs-3245	33	11	the	the	DET
gs-3245	33	12	activities	activity	NOUN
gs-3245	33	13	of	of	ADP
gs-3245	33	14	specific	specific	ADJ
gs-3245	33	15	professionals	professional	NOUN
gs-3245	33	16	and	and	CCONJ
gs-3245	33	17	changes	change	NOUN
gs-3245	33	18	in	in	ADP
gs-3245	33	19	key	key	ADJ
gs-3245	33	20	indicators	indicator	NOUN
gs-3245	33	21	,	,	PUNCT
gs-3245	33	22	such	such	ADJ
gs-3245	33	23	as	as	ADP
gs-3245	33	24	life	life	NOUN
gs-3245	33	25	expectancy	expectancy	NOUN
gs-3245	33	26	and	and	CCONJ
gs-3245	33	27	quality	quality	NOUN
gs-3245	33	28	of	of	ADP
gs-3245	33	29	life	life	NOUN
gs-3245	33	30	metrics	metric	NOUN
gs-3245	33	31	.	.	PUNCT
gs-3245	34	1	3	3	X
gs-3245	34	2	.	.	X
gs-3245	34	3	state	state	NOUN
gs-3245	34	4	reporting	reporting	NOUN
gs-3245	34	5	and	and	CCONJ
gs-3245	34	6	predictive	predictive	ADJ
gs-3245	34	7	modeling	modeling	NOUN
gs-3245	34	8	:	:	PUNCT
gs-3245	34	9	reports	report	NOUN
gs-3245	34	10	on	on	ADP
gs-3245	34	11	current	current	ADJ
gs-3245	34	12	conditions	condition	NOUN
gs-3245	34	13	are	be	AUX
gs-3245	34	14	generated	generate	VERB
gs-3245	34	15	,	,	PUNCT
gs-3245	34	16	and	and	CCONJ
gs-3245	34	17	the	the	DET
gs-3245	34	18	likely	likely	ADJ
gs-3245	34	19	impact	impact	NOUN
gs-3245	34	20	of	of	ADP
gs-3245	34	21	proposed	propose	VERB
gs-3245	34	22	actions	action	NOUN
gs-3245	34	23	is	be	AUX
gs-3245	34	24	forecasted	forecast	VERB
gs-3245	34	25	.	.	PUNCT
gs-3245	35	1	the	the	DET
gs-3245	35	2	automated	automate	VERB
gs-3245	35	3	approach	approach	NOUN
gs-3245	35	4	eliminates	eliminate	VERB
gs-3245	35	5	the	the	DET
gs-3245	35	6	human	human	ADJ
gs-3245	35	7	factor	factor	NOUN
gs-3245	35	8	from	from	ADP
gs-3245	35	9	data	datum	NOUN
gs-3245	35	10	analysis	analysis	NOUN
gs-3245	35	11	,	,	PUNCT
gs-3245	35	12	thereby	thereby	ADV
gs-3245	35	13	minimizing	minimize	VERB
gs-3245	35	14	the	the	DET
gs-3245	35	15	risk	risk	NOUN
gs-3245	35	16	of	of	ADP
gs-3245	35	17	bias	bias	NOUN
gs-3245	35	18	.	.	PUNCT
gs-3245	36	1	additionally	additionally	ADV
gs-3245	36	2	,	,	PUNCT
gs-3245	36	3	opposition	opposition	NOUN
gs-3245	36	4	groups	group	NOUN
gs-3245	36	5	are	be	AUX
gs-3245	36	6	granted	grant	VERB
gs-3245	36	7	access	access	NOUN
gs-3245	36	8	to	to	PART
gs-3245	36	9	develop	develop	VERB
gs-3245	36	10	their	their	PRON
gs-3245	36	11	own	own	ADJ
gs-3245	36	12	data	data	NOUN
gs-3245	36	13	processing	processing	NOUN
gs-3245	36	14	tools	tool	NOUN
gs-3245	36	15	,	,	PUNCT
gs-3245	36	16	statistical	statistical	ADJ
gs-3245	36	17	algorithms	algorithm	NOUN
gs-3245	36	18	,	,	PUNCT
gs-3245	36	19	and	and	CCONJ
gs-3245	36	20	ai	ai	PROPN
gs-3245	36	21	systems	system	NOUN
gs-3245	36	22	.	.	PUNCT
gs-3245	37	1	this	this	PRON
gs-3245	37	2	allows	allow	VERB
gs-3245	37	3	for	for	ADP
gs-3245	37	4	competition	competition	NOUN
gs-3245	37	5	between	between	ADP
gs-3245	37	6	ideas	idea	NOUN
gs-3245	37	7	based	base	VERB
gs-3245	37	8	on	on	ADP
gs-3245	37	9	objective	objective	ADJ
gs-3245	37	10	data	datum	NOUN
gs-3245	37	11	,	,	PUNCT
gs-3245	37	12	fostering	foster	VERB
gs-3245	37	13	an	an	DET
gs-3245	37	14	environment	environment	NOUN
gs-3245	37	15	of	of	ADP
gs-3245	37	16	innovation	innovation	NOUN
gs-3245	37	17	and	and	CCONJ
gs-3245	37	18	transparency	transparency	NOUN
gs-3245	37	19	.	.	PUNCT
gs-3245	38	1	measuring	measure	VERB
gs-3245	38	2	the	the	DET
gs-3245	38	3	competence	competence	NOUN
gs-3245	38	4	of	of	ADP
gs-3245	38	5	specialists	specialist	NOUN
gs-3245	38	6	the	the	DET
gs-3245	38	7	value	value	NOUN
gs-3245	38	8	of	of	ADP
gs-3245	38	9	a	a	DET
gs-3245	38	10	professional	professional	ADJ
gs-3245	38	11	lies	lie	NOUN
gs-3245	38	12	not	not	PART
gs-3245	38	13	only	only	ADV
gs-3245	38	14	in	in	ADP
gs-3245	38	15	their	their	PRON
gs-3245	38	16	specific	specific	ADJ
gs-3245	38	17	expertise	expertise	NOUN
gs-3245	38	18	but	but	CCONJ
gs-3245	38	19	also	also	ADV
gs-3245	38	20	in	in	ADP
gs-3245	38	21	their	their	PRON
gs-3245	38	22	ability	ability	NOUN
gs-3245	38	23	to	to	PART
gs-3245	38	24	oversee	oversee	VERB
gs-3245	38	25	and	and	CCONJ
gs-3245	38	26	assess	assess	VERB
gs-3245	38	27	the	the	DET
gs-3245	38	28	competence	competence	NOUN
gs-3245	38	29	of	of	ADP
gs-3245	38	30	narrow	narrow	ADJ
gs-3245	38	31	specialists	specialist	NOUN
gs-3245	38	32	,	,	PUNCT
gs-3245	38	33	many	many	ADJ
gs-3245	38	34	of	of	ADP
gs-3245	38	35	whom	whom	PRON
gs-3245	38	36	may	may	AUX
gs-3245	38	37	eventually	eventually	ADV
gs-3245	38	38	be	be	AUX
gs-3245	38	39	replaced	replace	VERB
gs-3245	38	40	by	by	ADP
gs-3245	38	41	robots	robot	NOUN
gs-3245	38	42	.	.	PUNCT
gs-3245	39	1	in	in	ADP
gs-3245	39	2	such	such	DET
gs-3245	39	3	a	a	DET
gs-3245	39	4	scenario	scenario	NOUN
gs-3245	39	5	,	,	PUNCT
gs-3245	39	6	these	these	DET
gs-3245	39	7	professionals	professional	NOUN
gs-3245	39	8	will	will	AUX
gs-3245	39	9	focus	focus	VERB
gs-3245	39	10	on	on	ADP
gs-3245	39	11	identifying	identify	VERB
gs-3245	39	12	the	the	DET
gs-3245	39	13	most	most	ADV
gs-3245	39	14	effective	effective	ADJ
gs-3245	39	15	robotic	robotic	ADJ
gs-3245	39	16	systems	system	NOUN
gs-3245	39	17	for	for	ADP
gs-3245	39	18	specific	specific	ADJ
gs-3245	39	19	tasks	task	NOUN
gs-3245	39	20	.	.	PUNCT
gs-3245	40	1	for	for	ADP
gs-3245	40	2	instance	instance	NOUN
gs-3245	40	3	:	:	PUNCT
gs-3245	40	4	in	in	ADP
gs-3245	40	5	healthcare	healthcare	PROPN
gs-3245	40	6	,	,	PUNCT
gs-3245	40	7	general	general	ADJ
gs-3245	40	8	practitioners	practitioner	NOUN
gs-3245	40	9	(	(	PUNCT
gs-3245	40	10	gps	gps	PROPN
gs-3245	40	11	)	)	PUNCT
gs-3245	40	12	represent	represent	VERB
gs-3245	40	13	this	this	DET
gs-3245	40	14	versatile	versatile	ADJ
gs-3245	40	15	role	role	NOUN
gs-3245	40	16	.	.	PUNCT
gs-3245	41	1	in	in	ADP
gs-3245	41	2	education	education	NOUN
gs-3245	41	3	,	,	PUNCT
gs-3245	41	4	it	it	PRON
gs-3245	41	5	is	be	AUX
gs-3245	41	6	mentors	mentor	NOUN
gs-3245	41	7	.	.	PUNCT
gs-3245	42	1	in	in	ADP
gs-3245	42	2	security	security	NOUN
gs-3245	42	3	,	,	PUNCT
gs-3245	42	4	judges	judge	NOUN
gs-3245	42	5	play	play	VERB
gs-3245	42	6	the	the	DET
gs-3245	42	7	central	central	ADJ
gs-3245	42	8	role	role	NOUN
gs-3245	42	9	.	.	PUNCT
gs-3245	43	1	in	in	ADP
gs-3245	43	2	economics	economic	NOUN
gs-3245	43	3	,	,	PUNCT
gs-3245	43	4	credit	credit	NOUN
gs-3245	43	5	officers	officer	NOUN
gs-3245	43	6	take	take	VERB
gs-3245	43	7	precedence	precedence	NOUN
gs-3245	43	8	.	.	PUNCT
gs-3245	44	1	transition	transition	NOUN
gs-3245	44	2	to	to	PART
gs-3245	44	3	open	open	VERB
gs-3245	44	4	elections	election	NOUN
gs-3245	44	5	replacing	replace	VERB
gs-3245	44	6	corrupt	corrupt	ADJ
gs-3245	44	7	,	,	PUNCT
gs-3245	44	8	closed	closed	ADJ
gs-3245	44	9	election	election	NOUN
gs-3245	44	10	systems	system	NOUN
gs-3245	44	11	with	with	ADP
gs-3245	44	12	open	open	ADJ
gs-3245	44	13	,	,	PUNCT
gs-3245	44	14	transparent	transparent	ADJ
gs-3245	44	15	ones	one	NOUN
gs-3245	44	16	paves	pave	VERB
gs-3245	44	17	the	the	DET
gs-3245	44	18	way	way	NOUN
gs-3245	44	19	for	for	ADP
gs-3245	44	20	evaluating	evaluate	VERB
gs-3245	44	21	voter	voter	NOUN
gs-3245	44	22	competence	competence	NOUN
gs-3245	44	23	.	.	PUNCT
gs-3245	45	1	this	this	PRON
gs-3245	45	2	would	would	AUX
gs-3245	45	3	mean	mean	VERB
gs-3245	45	4	that	that	SCONJ
gs-3245	45	5	a	a	DET
gs-3245	45	6	single	single	ADJ
gs-3245	45	7	voter	voter	NOUN
gs-3245	45	8	would	would	AUX
gs-3245	45	9	no	no	ADV
gs-3245	45	10	longer	long	ADV
gs-3245	45	11	represent	represent	VERB
gs-3245	45	12	one	one	NUM
gs-3245	45	13	vote	vote	NOUN
gs-3245	45	14	but	but	CCONJ
gs-3245	45	15	would	would	AUX
gs-3245	45	16	instead	instead	ADV
gs-3245	45	17	influence	influence	VERB
gs-3245	45	18	election	election	NOUN
gs-3245	45	19	outcomes	outcome	NOUN
gs-3245	45	20	based	base	VERB
gs-3245	45	21	on	on	ADP
gs-3245	45	22	their	their	PRON
gs-3245	45	23	voter	voter	NOUN
gs-3245	45	24	rating	rating	NOUN
gs-3245	45	25	.	.	PUNCT
gs-3245	46	1	objective	objective	ADJ
gs-3245	46	2	metrics	metric	NOUN
gs-3245	46	3	for	for	ADP
gs-3245	46	4	competence	competence	NOUN
gs-3245	46	5	evaluation	evaluation	NOUN
gs-3245	46	6	the	the	DET
gs-3245	46	7	competence	competence	NOUN
gs-3245	46	8	of	of	ADP
gs-3245	46	9	public	public	ADJ
gs-3245	46	10	servants	servant	NOUN
gs-3245	46	11	and	and	CCONJ
gs-3245	46	12	specialists	specialist	NOUN
gs-3245	46	13	is	be	AUX
gs-3245	46	14	assessed	assess	VERB
gs-3245	46	15	using	use	VERB
gs-3245	46	16	the	the	DET
gs-3245	46	17	following	follow	VERB
gs-3245	46	18	objective	objective	ADJ
gs-3245	46	19	metrics	metric	NOUN
gs-3245	46	20	:	:	PUNCT
gs-3245	47	1	1	1	X
gs-3245	47	2	.	.	X
gs-3245	47	3	life	life	NOUN
gs-3245	47	4	expectancy	expectancy	NOUN
gs-3245	47	5	:	:	PUNCT
gs-3245	47	6	a	a	DET
gs-3245	47	7	core	core	NOUN
gs-3245	47	8	indicator	indicator	NOUN
gs-3245	47	9	reflecting	reflect	VERB
gs-3245	47	10	the	the	DET
gs-3245	47	11	overall	overall	ADJ
gs-3245	47	12	intellectual	intellectual	ADJ
gs-3245	47	13	and	and	CCONJ
gs-3245	47	14	material	material	ADJ
gs-3245	47	15	well	well	ADV
gs-3245	47	16	-	-	PUNCT
gs-3245	47	17	being	being	NOUN
gs-3245	47	18	of	of	ADP
gs-3245	47	19	society	society	NOUN
gs-3245	47	20	.	.	PUNCT
gs-3245	48	1	2	2	X
gs-3245	48	2	.	.	X
gs-3245	48	3	birth	birth	NOUN
gs-3245	48	4	rate	rate	NOUN
gs-3245	48	5	:	:	PUNCT
gs-3245	48	6	a	a	DET
gs-3245	48	7	measure	measure	NOUN
gs-3245	48	8	of	of	ADP
gs-3245	48	9	economic	economic	ADJ
gs-3245	48	10	stability	stability	NOUN
gs-3245	48	11	and	and	CCONJ
gs-3245	48	12	the	the	DET
gs-3245	48	13	population	population	NOUN
gs-3245	48	14	's	's	PART
gs-3245	48	15	welfare	welfare	NOUN
gs-3245	48	16	.	.	PUNCT
gs-3245	49	1	georgian	georgian	NOUN
gs-3245	49	2	scientists/	scientists/	NUM
gs-3245	49	3	.	.	PUNCT
gs-3245	50	1	6	6	NUM
gs-3245	50	2	n	n	NUM
gs-3245	50	3	3	3	NUM
gs-3245	50	4	,	,	PUNCT
gs-3245	50	5	2024	2024	NUM
gs-3245	50	6	402	402	NUM
gs-3245	50	7	3	3	NUM
gs-3245	50	8	.	.	PUNCT
gs-3245	50	9	violent	violent	ADJ
gs-3245	50	10	deaths	death	NOUN
gs-3245	50	11	and	and	CCONJ
gs-3245	50	12	suicides	suicide	NOUN
gs-3245	50	13	:	:	PUNCT
gs-3245	50	14	indicators	indicator	NOUN
gs-3245	50	15	of	of	ADP
gs-3245	50	16	public	public	ADJ
gs-3245	50	17	safety	safety	NOUN
gs-3245	50	18	and	and	CCONJ
gs-3245	50	19	the	the	DET
gs-3245	50	20	psychological	psychological	ADJ
gs-3245	50	21	health	health	NOUN
gs-3245	50	22	of	of	ADP
gs-3245	50	23	society	society	NOUN
gs-3245	50	24	.	.	PUNCT
gs-3245	51	1	these	these	DET
gs-3245	51	2	parameters	parameter	NOUN
gs-3245	51	3	are	be	AUX
gs-3245	51	4	tracked	track	VERB
gs-3245	51	5	dynamically	dynamically	ADV
gs-3245	51	6	and	and	CCONJ
gs-3245	51	7	correlated	correlate	VERB
gs-3245	51	8	with	with	ADP
gs-3245	51	9	the	the	DET
gs-3245	51	10	activities	activity	NOUN
gs-3245	51	11	of	of	ADP
gs-3245	51	12	specific	specific	ADJ
gs-3245	51	13	officials	official	NOUN
gs-3245	51	14	overseeing	oversee	VERB
gs-3245	51	15	relevant	relevant	ADJ
gs-3245	51	16	areas	area	NOUN
gs-3245	51	17	.	.	PUNCT
gs-3245	52	1	linking	link	VERB
gs-3245	52	2	actions	action	NOUN
gs-3245	52	3	to	to	ADP
gs-3245	52	4	outcomes	outcome	NOUN
gs-3245	52	5	establishing	establish	VERB
gs-3245	52	6	positive	positive	ADJ
gs-3245	52	7	or	or	CCONJ
gs-3245	52	8	negative	negative	ADJ
gs-3245	52	9	correlations	correlation	NOUN
gs-3245	52	10	between	between	ADP
gs-3245	52	11	an	an	DET
gs-3245	52	12	official	official	NOUN
gs-3245	52	13	's	's	PART
gs-3245	52	14	actions	action	NOUN
gs-3245	52	15	and	and	CCONJ
gs-3245	52	16	shifts	shift	NOUN
gs-3245	52	17	in	in	ADP
gs-3245	52	18	these	these	DET
gs-3245	52	19	indicators	indicator	NOUN
gs-3245	52	20	enables	enable	VERB
gs-3245	52	21	an	an	DET
gs-3245	52	22	objective	objective	ADJ
gs-3245	52	23	evaluation	evaluation	NOUN
gs-3245	52	24	of	of	ADP
gs-3245	52	25	their	their	PRON
gs-3245	52	26	performance	performance	NOUN
gs-3245	52	27	.	.	PUNCT
gs-3245	53	1	this	this	DET
gs-3245	53	2	method	method	NOUN
gs-3245	53	3	ensures	ensure	VERB
gs-3245	53	4	transparency	transparency	NOUN
gs-3245	53	5	and	and	CCONJ
gs-3245	53	6	accountability	accountability	NOUN
gs-3245	53	7	in	in	ADP
gs-3245	53	8	determining	determine	VERB
gs-3245	53	9	their	their	PRON
gs-3245	53	10	career	career	NOUN
gs-3245	53	11	trajectory	trajectory	NOUN
gs-3245	53	12	,	,	PUNCT
gs-3245	53	13	rewarding	rewarding	ADJ
gs-3245	53	14	effective	effective	ADJ
gs-3245	53	15	governance	governance	NOUN
gs-3245	53	16	while	while	SCONJ
gs-3245	53	17	addressing	address	VERB
gs-3245	53	18	underperformance	underperformance	NOUN
gs-3245	53	19	objectively	objectively	ADV
gs-3245	53	20	.	.	PUNCT
gs-3245	54	1	practical	practical	ADJ
gs-3245	54	2	implementation	implementation	NOUN
gs-3245	54	3	to	to	PART
gs-3245	54	4	implement	implement	VERB
gs-3245	54	5	the	the	DET
gs-3245	54	6	system	system	NOUN
gs-3245	54	7	,	,	PUNCT
gs-3245	54	8	the	the	DET
gs-3245	54	9	following	follow	VERB
gs-3245	54	10	steps	step	NOUN
gs-3245	54	11	are	be	AUX
gs-3245	54	12	essential	essential	ADJ
gs-3245	54	13	:	:	PUNCT
gs-3245	54	14	1	1	X
gs-3245	54	15	.	.	X
gs-3245	54	16	establishing	establish	VERB
gs-3245	54	17	a	a	DET
gs-3245	54	18	legal	legal	ADJ
gs-3245	54	19	framework	framework	NOUN
gs-3245	54	20	develop	develop	VERB
gs-3245	54	21	legislation	legislation	NOUN
gs-3245	54	22	governing	govern	VERB
gs-3245	54	23	the	the	DET
gs-3245	54	24	collection	collection	NOUN
gs-3245	54	25	,	,	PUNCT
gs-3245	54	26	storage	storage	NOUN
gs-3245	54	27	,	,	PUNCT
gs-3245	54	28	and	and	CCONJ
gs-3245	54	29	usage	usage	NOUN
gs-3245	54	30	of	of	ADP
gs-3245	54	31	data	datum	NOUN
gs-3245	54	32	.	.	PUNCT
gs-3245	55	1	this	this	DET
gs-3245	55	2	framework	framework	NOUN
gs-3245	55	3	should	should	AUX
gs-3245	55	4	ensure	ensure	VERB
gs-3245	55	5	data	datum	NOUN
gs-3245	55	6	security	security	NOUN
gs-3245	55	7	,	,	PUNCT
gs-3245	55	8	protect	protect	VERB
gs-3245	55	9	citizens	citizen	NOUN
gs-3245	55	10	'	'	PART
gs-3245	55	11	privacy	privacy	NOUN
gs-3245	55	12	,	,	PUNCT
gs-3245	55	13	and	and	CCONJ
gs-3245	55	14	define	define	VERB
gs-3245	55	15	the	the	DET
gs-3245	55	16	scope	scope	NOUN
gs-3245	55	17	of	of	ADP
gs-3245	55	18	its	its	PRON
gs-3245	55	19	application	application	NOUN
gs-3245	55	20	in	in	ADP
gs-3245	55	21	governance	governance	NOUN
gs-3245	55	22	.	.	PUNCT
gs-3245	56	1	2	2	X
gs-3245	56	2	.	.	X
gs-3245	56	3	investing	invest	VERB
gs-3245	56	4	in	in	ADP
gs-3245	56	5	infrastructure	infrastructure	NOUN
gs-3245	56	6	allocate	allocate	NOUN
gs-3245	56	7	resources	resource	NOUN
gs-3245	56	8	to	to	PART
gs-3245	56	9	build	build	VERB
gs-3245	56	10	secure	secure	ADJ
gs-3245	56	11	data	datum	NOUN
gs-3245	56	12	storage	storage	NOUN
gs-3245	56	13	systems	system	NOUN
gs-3245	56	14	and	and	CCONJ
gs-3245	56	15	develop	develop	VERB
gs-3245	56	16	sophisticated	sophisticated	ADJ
gs-3245	56	17	algorithms	algorithm	NOUN
gs-3245	56	18	for	for	ADP
gs-3245	56	19	analysis	analysis	NOUN
gs-3245	56	20	.	.	PUNCT
gs-3245	57	1	this	this	PRON
gs-3245	57	2	includes	include	VERB
gs-3245	57	3	the	the	DET
gs-3245	57	4	physical	physical	ADJ
gs-3245	57	5	infrastructure	infrastructure	NOUN
gs-3245	57	6	and	and	CCONJ
gs-3245	57	7	software	software	NOUN
gs-3245	57	8	solutions	solution	NOUN
gs-3245	57	9	for	for	ADP
gs-3245	57	10	data	data	NOUN
gs-3245	57	11	processing	processing	NOUN
gs-3245	57	12	and	and	CCONJ
gs-3245	57	13	management	management	NOUN
gs-3245	57	14	.	.	PUNCT
gs-3245	58	1	3	3	X
gs-3245	58	2	.	.	X
gs-3245	58	3	assembling	assemble	VERB
gs-3245	58	4	multidisciplinary	multidisciplinary	ADJ
gs-3245	58	5	teams	team	NOUN
gs-3245	58	6	form	form	VERB
gs-3245	58	7	teams	team	NOUN
gs-3245	58	8	combining	combine	VERB
gs-3245	58	9	experts	expert	NOUN
gs-3245	58	10	in	in	ADP
gs-3245	58	11	governance	governance	NOUN
gs-3245	58	12	,	,	PUNCT
gs-3245	58	13	data	datum	NOUN
gs-3245	58	14	analysis	analysis	NOUN
gs-3245	58	15	,	,	PUNCT
gs-3245	58	16	and	and	CCONJ
gs-3245	58	17	it	it	PRON
gs-3245	58	18	to	to	PART
gs-3245	58	19	ensure	ensure	VERB
gs-3245	58	20	the	the	DET
gs-3245	58	21	system	system	NOUN
gs-3245	58	22	is	be	AUX
gs-3245	58	23	designed	design	VERB
gs-3245	58	24	and	and	CCONJ
gs-3245	58	25	implemented	implement	VERB
gs-3245	58	26	effectively	effectively	ADV
gs-3245	58	27	.	.	PUNCT
gs-3245	59	1	these	these	DET
gs-3245	59	2	teams	team	NOUN
gs-3245	59	3	will	will	AUX
gs-3245	59	4	also	also	ADV
gs-3245	59	5	be	be	AUX
gs-3245	59	6	responsible	responsible	ADJ
gs-3245	59	7	for	for	ADP
gs-3245	59	8	maintaining	maintain	VERB
gs-3245	59	9	the	the	DET
gs-3245	59	10	system	system	NOUN
gs-3245	59	11	and	and	CCONJ
gs-3245	59	12	addressing	address	VERB
gs-3245	59	13	challenges	challenge	NOUN
gs-3245	59	14	during	during	ADP
gs-3245	59	15	its	its	PRON
gs-3245	59	16	operation	operation	NOUN
gs-3245	59	17	.	.	PUNCT
gs-3245	60	1	4	4	X
gs-3245	60	2	.	.	X
gs-3245	60	3	conducting	conduct	VERB
gs-3245	60	4	pilot	pilot	NOUN
gs-3245	60	5	projects	project	NOUN
gs-3245	60	6	test	test	VERB
gs-3245	60	7	the	the	DET
gs-3245	60	8	system	system	NOUN
gs-3245	60	9	in	in	ADP
gs-3245	60	10	selected	select	VERB
gs-3245	60	11	regions	region	NOUN
gs-3245	60	12	or	or	CCONJ
gs-3245	60	13	sectors	sector	NOUN
gs-3245	60	14	to	to	PART
gs-3245	60	15	evaluate	evaluate	VERB
gs-3245	60	16	its	its	PRON
gs-3245	60	17	effectiveness	effectiveness	NOUN
gs-3245	60	18	and	and	CCONJ
gs-3245	60	19	identify	identify	VERB
gs-3245	60	20	areas	area	NOUN
gs-3245	60	21	for	for	ADP
gs-3245	60	22	improvement	improvement	NOUN
gs-3245	60	23	.	.	PUNCT
gs-3245	61	1	pilot	pilot	NOUN
gs-3245	61	2	programs	program	NOUN
gs-3245	61	3	provide	provide	VERB
gs-3245	61	4	valuable	valuable	ADJ
gs-3245	61	5	insights	insight	NOUN
gs-3245	61	6	before	before	ADP
gs-3245	61	7	full	full	ADJ
gs-3245	61	8	-	-	PUNCT
gs-3245	61	9	scale	scale	NOUN
gs-3245	61	10	implementation	implementation	NOUN
gs-3245	61	11	.	.	PUNCT
gs-3245	62	1	advantages	advantage	NOUN
gs-3245	62	2	of	of	ADP
gs-3245	62	3	the	the	DET
gs-3245	62	4	approach	approach	NOUN
gs-3245	62	5	1	1	NUM
gs-3245	62	6	.	.	PUNCT
gs-3245	63	1	transparency	transparency	NOUN
gs-3245	63	2	citizens	citizen	NOUN
gs-3245	63	3	can	can	AUX
gs-3245	63	4	access	access	VERB
gs-3245	63	5	data	datum	NOUN
gs-3245	63	6	and	and	CCONJ
gs-3245	63	7	analysis	analysis	NOUN
gs-3245	63	8	results	result	NOUN
gs-3245	63	9	,	,	PUNCT
gs-3245	63	10	ensuring	ensure	VERB
gs-3245	63	11	openness	openness	NOUN
gs-3245	63	12	in	in	ADP
gs-3245	63	13	the	the	DET
gs-3245	63	14	evaluation	evaluation	NOUN
gs-3245	63	15	of	of	ADP
gs-3245	63	16	government	government	NOUN
gs-3245	63	17	performance	performance	NOUN
gs-3245	63	18	.	.	PUNCT
gs-3245	64	1	2	2	X
gs-3245	64	2	.	.	X
gs-3245	64	3	objectivity	objectivity	NOUN
gs-3245	64	4	by	by	ADP
gs-3245	64	5	relying	rely	VERB
gs-3245	64	6	on	on	ADP
gs-3245	64	7	data	data	NOUN
gs-3245	64	8	-	-	PUNCT
gs-3245	64	9	driven	drive	VERB
gs-3245	64	10	analysis	analysis	NOUN
gs-3245	64	11	,	,	PUNCT
gs-3245	64	12	the	the	DET
gs-3245	64	13	system	system	NOUN
gs-3245	64	14	minimizes	minimize	VERB
gs-3245	64	15	the	the	DET
gs-3245	64	16	impact	impact	NOUN
gs-3245	64	17	of	of	ADP
gs-3245	64	18	subjective	subjective	ADJ
gs-3245	64	19	opinions	opinion	NOUN
gs-3245	64	20	in	in	ADP
gs-3245	64	21	assessing	assess	VERB
gs-3245	64	22	the	the	DET
gs-3245	64	23	effectiveness	effectiveness	NOUN
gs-3245	64	24	of	of	ADP
gs-3245	64	25	officials	official	NOUN
gs-3245	64	26	.	.	PUNCT
gs-3245	65	1	3	3	X
gs-3245	65	2	.	.	NUM
gs-3245	65	3	increased	increase	VERB
gs-3245	65	4	trust	trust	NOUN
gs-3245	65	5	society	society	NOUN
gs-3245	65	6	is	be	AUX
gs-3245	65	7	assured	assure	VERB
gs-3245	65	8	that	that	SCONJ
gs-3245	65	9	governance	governance	NOUN
gs-3245	65	10	effectiveness	effectiveness	NOUN
gs-3245	65	11	is	be	AUX
gs-3245	65	12	measured	measure	VERB
gs-3245	65	13	through	through	ADP
gs-3245	65	14	objective	objective	ADJ
gs-3245	65	15	metrics	metric	NOUN
gs-3245	65	16	,	,	PUNCT
gs-3245	65	17	fostering	foster	VERB
gs-3245	65	18	confidence	confidence	NOUN
gs-3245	65	19	in	in	ADP
gs-3245	65	20	government	government	NOUN
gs-3245	65	21	processes	process	NOUN
gs-3245	65	22	.	.	PUNCT
gs-3245	66	1	4	4	X
gs-3245	66	2	.	.	X
gs-3245	66	3	adaptability	adaptability	NOUN
gs-3245	66	4	the	the	DET
gs-3245	66	5	system	system	NOUN
gs-3245	66	6	can	can	AUX
gs-3245	66	7	quickly	quickly	ADV
gs-3245	66	8	identify	identify	VERB
gs-3245	66	9	problem	problem	NOUN
gs-3245	66	10	areas	area	NOUN
gs-3245	66	11	and	and	CCONJ
gs-3245	66	12	implement	implement	VERB
gs-3245	66	13	necessary	necessary	ADJ
gs-3245	66	14	changes	change	NOUN
gs-3245	66	15	,	,	PUNCT
gs-3245	66	16	enabling	enable	VERB
gs-3245	66	17	a	a	DET
gs-3245	66	18	proactive	proactive	ADJ
gs-3245	66	19	approach	approach	NOUN
gs-3245	66	20	to	to	ADP
gs-3245	66	21	addressing	address	VERB
gs-3245	66	22	societal	societal	ADJ
gs-3245	66	23	challenges	challenge	NOUN
gs-3245	66	24	.	.	PUNCT
gs-3245	67	1	georgian	georgian	NOUN
gs-3245	67	2	scientists/	scientists/	NUM
gs-3245	67	3	.	.	PUNCT
gs-3245	68	1	6	6	NUM
gs-3245	68	2	n	n	NUM
gs-3245	68	3	3	3	NUM
gs-3245	68	4	,	,	PUNCT
gs-3245	68	5	2024	2024	NUM
gs-3245	68	6	403	403	NUM
gs-3245	68	7	data	data	NOUN
gs-3245	68	8	-	-	PUNCT
gs-3245	68	9	driven	drive	VERB
gs-3245	68	10	decision	decision	NOUN
gs-3245	68	11	-	-	PUNCT
gs-3245	68	12	making	making	NOUN
gs-3245	68	13	:	:	PUNCT
gs-3245	68	14	an	an	DET
gs-3245	68	15	innovative	innovative	ADJ
gs-3245	68	16	approach	approach	NOUN
gs-3245	68	17	one	one	NUM
gs-3245	68	18	of	of	ADP
gs-3245	68	19	the	the	DET
gs-3245	68	20	key	key	ADJ
gs-3245	68	21	elements	element	NOUN
gs-3245	68	22	of	of	ADP
gs-3245	68	23	the	the	DET
gs-3245	68	24	proposed	propose	VERB
gs-3245	68	25	system	system	NOUN
gs-3245	68	26	is	be	AUX
gs-3245	68	27	a	a	DET
gs-3245	68	28	decision	decision	NOUN
gs-3245	68	29	-	-	PUNCT
gs-3245	68	30	making	make	VERB
gs-3245	68	31	process	process	NOUN
gs-3245	68	32	based	base	VERB
gs-3245	68	33	on	on	ADP
gs-3245	68	34	data	datum	NOUN
gs-3245	68	35	analysis	analysis	NOUN
gs-3245	68	36	.	.	PUNCT
gs-3245	69	1	unlike	unlike	ADP
gs-3245	69	2	traditional	traditional	ADJ
gs-3245	69	3	approaches	approach	NOUN
gs-3245	69	4	,	,	PUNCT
gs-3245	69	5	where	where	SCONJ
gs-3245	69	6	decisions	decision	NOUN
gs-3245	69	7	often	often	ADV
gs-3245	69	8	rely	rely	VERB
gs-3245	69	9	on	on	ADP
gs-3245	69	10	intuition	intuition	NOUN
gs-3245	69	11	,	,	PUNCT
gs-3245	69	12	subjective	subjective	ADJ
gs-3245	69	13	assessments	assessment	NOUN
gs-3245	69	14	,	,	PUNCT
gs-3245	69	15	or	or	CCONJ
gs-3245	69	16	political	political	ADJ
gs-3245	69	17	agendas	agenda	NOUN
gs-3245	69	18	,	,	PUNCT
gs-3245	69	19	this	this	DET
gs-3245	69	20	new	new	ADJ
gs-3245	69	21	model	model	NOUN
gs-3245	69	22	aims	aim	VERB
gs-3245	69	23	to	to	PART
gs-3245	69	24	algorithmically	algorithmically	ADV
gs-3245	69	25	structure	structure	VERB
gs-3245	69	26	decision	decision	NOUN
gs-3245	69	27	-	-	PUNCT
gs-3245	69	28	making	making	NOUN
gs-3245	69	29	,	,	PUNCT
gs-3245	69	30	ensuring	ensure	VERB
gs-3245	69	31	transparency	transparency	NOUN
gs-3245	69	32	,	,	PUNCT
gs-3245	69	33	justification	justification	NOUN
gs-3245	69	34	,	,	PUNCT
gs-3245	69	35	and	and	CCONJ
gs-3245	69	36	maximum	maximum	ADJ
gs-3245	69	37	efficiency	efficiency	NOUN
gs-3245	69	38	.	.	PUNCT
gs-3245	70	1	stages	stage	NOUN
gs-3245	70	2	of	of	ADP
gs-3245	70	3	decision	decision	NOUN
gs-3245	70	4	-	-	PUNCT
gs-3245	70	5	making	make	VERB
gs-3245	70	6	1	1	NUM
gs-3245	70	7	.	.	PUNCT
gs-3245	70	8	data	datum	NOUN
gs-3245	70	9	collection	collection	NOUN
gs-3245	70	10	and	and	CCONJ
gs-3245	70	11	aggregation	aggregation	NOUN
gs-3245	70	12	the	the	DET
gs-3245	70	13	first	first	ADJ
gs-3245	70	14	stage	stage	NOUN
gs-3245	70	15	involves	involve	VERB
gs-3245	70	16	gathering	gather	VERB
gs-3245	70	17	data	datum	NOUN
gs-3245	70	18	from	from	ADP
gs-3245	70	19	various	various	ADJ
gs-3245	70	20	sources	source	NOUN
gs-3245	70	21	,	,	PUNCT
gs-3245	70	22	including	include	VERB
gs-3245	70	23	government	government	NOUN
gs-3245	70	24	databases	database	NOUN
gs-3245	70	25	,	,	PUNCT
gs-3245	70	26	statistical	statistical	ADJ
gs-3245	70	27	agencies	agency	NOUN
gs-3245	70	28	,	,	PUNCT
gs-3245	70	29	healthcare	healthcare	NOUN
gs-3245	70	30	institutions	institution	NOUN
gs-3245	70	31	,	,	PUNCT
gs-3245	70	32	educational	educational	ADJ
gs-3245	70	33	organizations	organization	NOUN
gs-3245	70	34	,	,	PUNCT
gs-3245	70	35	economic	economic	ADJ
gs-3245	70	36	departments	department	NOUN
gs-3245	70	37	,	,	PUNCT
gs-3245	70	38	and	and	CCONJ
gs-3245	70	39	monitoring	monitor	VERB
gs-3245	70	40	systems	system	NOUN
gs-3245	70	41	such	such	ADJ
gs-3245	70	42	as	as	ADP
gs-3245	70	43	satellites	satellite	NOUN
gs-3245	70	44	,	,	PUNCT
gs-3245	70	45	surveillance	surveillance	NOUN
gs-3245	70	46	cameras	camera	NOUN
gs-3245	70	47	,	,	PUNCT
gs-3245	70	48	and	and	CCONJ
gs-3245	70	49	online	online	ADJ
gs-3245	70	50	platforms	platform	NOUN
gs-3245	70	51	.	.	PUNCT
gs-3245	71	1	data	datum	NOUN
gs-3245	71	2	is	be	AUX
gs-3245	71	3	categorized	categorize	VERB
gs-3245	71	4	into	into	ADP
gs-3245	71	5	:	:	PUNCT
gs-3245	71	6	operational	operational	ADJ
gs-3245	71	7	data	datum	NOUN
gs-3245	71	8	:	:	PUNCT
gs-3245	71	9	real	real	ADJ
gs-3245	71	10	-	-	PUNCT
gs-3245	71	11	time	time	NOUN
gs-3245	71	12	information	information	NOUN
gs-3245	71	13	,	,	PUNCT
gs-3245	71	14	such	such	ADJ
gs-3245	71	15	as	as	ADP
gs-3245	71	16	daily	daily	ADJ
gs-3245	71	17	crime	crime	NOUN
gs-3245	71	18	rates	rate	NOUN
gs-3245	71	19	in	in	ADP
gs-3245	71	20	a	a	DET
gs-3245	71	21	region	region	NOUN
gs-3245	71	22	.	.	PUNCT
gs-3245	72	1	these	these	DET
gs-3245	72	2	metrics	metric	NOUN
gs-3245	72	3	are	be	AUX
gs-3245	72	4	used	use	VERB
gs-3245	72	5	for	for	ADP
gs-3245	72	6	short	short	ADJ
gs-3245	72	7	-	-	PUNCT
gs-3245	72	8	term	term	NOUN
gs-3245	72	9	forecasting	forecasting	NOUN
gs-3245	72	10	or	or	CCONJ
gs-3245	72	11	competency	competency	NOUN
gs-3245	72	12	evaluation	evaluation	NOUN
gs-3245	72	13	.	.	PUNCT
gs-3245	73	1	strategic	strategic	ADJ
gs-3245	73	2	data	datum	NOUN
gs-3245	73	3	:	:	PUNCT
gs-3245	73	4	long	long	ADJ
gs-3245	73	5	-	-	PUNCT
gs-3245	73	6	term	term	NOUN
gs-3245	73	7	indicators	indicator	NOUN
gs-3245	73	8	like	like	ADP
gs-3245	73	9	life	life	NOUN
gs-3245	73	10	expectancy	expectancy	NOUN
gs-3245	73	11	trends	trend	NOUN
gs-3245	73	12	,	,	PUNCT
gs-3245	73	13	economic	economic	ADJ
gs-3245	73	14	shifts	shift	NOUN
gs-3245	73	15	,	,	PUNCT
gs-3245	73	16	and	and	CCONJ
gs-3245	73	17	demographic	demographic	ADJ
gs-3245	73	18	changes	change	NOUN
gs-3245	73	19	,	,	PUNCT
gs-3245	73	20	aiding	aid	VERB
gs-3245	73	21	mid	mid	ADJ
gs-3245	73	22	-	-	ADJ
gs-3245	73	23	term	term	NOUN
gs-3245	73	24	projections	projection	NOUN
gs-3245	73	25	or	or	CCONJ
gs-3245	73	26	evaluations	evaluation	NOUN
gs-3245	73	27	.	.	PUNCT
gs-3245	74	1	event	event	NOUN
gs-3245	74	2	-	-	PUNCT
gs-3245	74	3	based	base	VERB
gs-3245	74	4	data	datum	NOUN
gs-3245	74	5	:	:	PUNCT
gs-3245	74	6	key	key	ADJ
gs-3245	74	7	incident	incident	NOUN
gs-3245	74	8	records	record	NOUN
gs-3245	74	9	,	,	PUNCT
gs-3245	74	10	such	such	ADJ
gs-3245	74	11	as	as	ADP
gs-3245	74	12	births	birth	NOUN
gs-3245	74	13	or	or	CCONJ
gs-3245	74	14	deaths	death	NOUN
gs-3245	74	15	,	,	PUNCT
gs-3245	74	16	used	use	VERB
gs-3245	74	17	for	for	ADP
gs-3245	74	18	long	long	ADJ
gs-3245	74	19	-	-	PUNCT
gs-3245	74	20	term	term	NOUN
gs-3245	74	21	competency	competency	NOUN
gs-3245	74	22	assessments	assessment	NOUN
gs-3245	74	23	or	or	CCONJ
gs-3245	74	24	predictions	prediction	NOUN
gs-3245	74	25	.	.	PUNCT
gs-3245	75	1	this	this	DET
gs-3245	75	2	data	data	NOUN
gs-3245	75	3	is	be	AUX
gs-3245	75	4	aggregated	aggregate	VERB
gs-3245	75	5	in	in	ADP
gs-3245	75	6	a	a	DET
gs-3245	75	7	centralized	centralized	ADJ
gs-3245	75	8	database	database	NOUN
gs-3245	75	9	,	,	PUNCT
gs-3245	75	10	eliminating	eliminate	VERB
gs-3245	75	11	duplication	duplication	NOUN
gs-3245	75	12	and	and	CCONJ
gs-3245	75	13	enhancing	enhance	VERB
gs-3245	75	14	accuracy	accuracy	NOUN
gs-3245	75	15	for	for	ADP
gs-3245	75	16	subsequent	subsequent	ADJ
gs-3245	75	17	analysis	analysis	NOUN
gs-3245	75	18	.	.	PUNCT
gs-3245	76	1	2	2	X
gs-3245	76	2	.	.	NUM
gs-3245	76	3	automated	automate	VERB
gs-3245	76	4	analysis	analysis	NOUN
gs-3245	76	5	and	and	CCONJ
gs-3245	76	6	problem	problem	NOUN
gs-3245	76	7	identification	identification	NOUN
gs-3245	76	8	once	once	ADV
gs-3245	76	9	collected	collect	VERB
gs-3245	76	10	,	,	PUNCT
gs-3245	76	11	data	datum	NOUN
gs-3245	76	12	is	be	AUX
gs-3245	76	13	analyzed	analyze	VERB
gs-3245	76	14	using	use	VERB
gs-3245	76	15	machine	machine	NOUN
gs-3245	76	16	learning	learning	NOUN
gs-3245	76	17	(	(	PUNCT
gs-3245	76	18	ml	ml	NOUN
gs-3245	76	19	)	)	PUNCT
gs-3245	76	20	and	and	CCONJ
gs-3245	76	21	artificial	artificial	ADJ
gs-3245	76	22	intelligence	intelligence	NOUN
gs-3245	76	23	(	(	PUNCT
gs-3245	76	24	ai	ai	NOUN
gs-3245	76	25	)	)	PUNCT
gs-3245	76	26	algorithms	algorithm	NOUN
gs-3245	76	27	.	.	PUNCT
gs-3245	77	1	these	these	DET
gs-3245	77	2	technologies	technology	NOUN
gs-3245	77	3	enable	enable	VERB
gs-3245	77	4	the	the	DET
gs-3245	77	5	system	system	NOUN
gs-3245	77	6	to	to	PART
gs-3245	77	7	:	:	PUNCT
gs-3245	77	8	identify	identify	VERB
gs-3245	77	9	patterns	pattern	NOUN
gs-3245	77	10	:	:	PUNCT
gs-3245	77	11	for	for	ADP
gs-3245	77	12	example	example	NOUN
gs-3245	77	13	,	,	PUNCT
gs-3245	77	14	the	the	DET
gs-3245	77	15	correlation	correlation	NOUN
gs-3245	77	16	between	between	ADP
gs-3245	77	17	general	general	ADJ
gs-3245	77	18	practitioners	practitioner	NOUN
gs-3245	77	19	’	'	PUNCT
gs-3245	77	20	expertise	expertise	NOUN
gs-3245	77	21	and	and	CCONJ
gs-3245	77	22	life	life	NOUN
gs-3245	77	23	expectancy	expectancy	NOUN
gs-3245	77	24	improvements	improvement	NOUN
gs-3245	77	25	.	.	PUNCT
gs-3245	78	1	predict	predict	VERB
gs-3245	78	2	decision	decision	NOUN
gs-3245	78	3	impacts	impact	NOUN
gs-3245	78	4	:	:	PUNCT
gs-3245	78	5	projecting	project	VERB
gs-3245	78	6	outcomes	outcome	NOUN
gs-3245	78	7	of	of	ADP
gs-3245	78	8	increased	increase	VERB
gs-3245	78	9	funding	funding	NOUN
gs-3245	78	10	for	for	ADP
gs-3245	78	11	a	a	DET
gs-3245	78	12	specific	specific	ADJ
gs-3245	78	13	social	social	ADJ
gs-3245	78	14	program	program	NOUN
gs-3245	78	15	.	.	PUNCT
gs-3245	79	1	detect	detect	NOUN
gs-3245	79	2	anomalies	anomaly	NOUN
gs-3245	79	3	:	:	PUNCT
gs-3245	79	4	highlighting	highlight	VERB
gs-3245	79	5	sudden	sudden	ADJ
gs-3245	79	6	spikes	spike	NOUN
gs-3245	79	7	in	in	ADP
gs-3245	79	8	violent	violent	ADJ
gs-3245	79	9	deaths	death	NOUN
gs-3245	79	10	in	in	ADP
gs-3245	79	11	a	a	DET
gs-3245	79	12	particular	particular	ADJ
gs-3245	79	13	region	region	NOUN
gs-3245	79	14	.	.	PUNCT
gs-3245	80	1	priority	priority	NOUN
gs-3245	80	2	issues	issue	NOUN
gs-3245	80	3	requiring	require	VERB
gs-3245	80	4	immediate	immediate	ADJ
gs-3245	80	5	attention	attention	NOUN
gs-3245	80	6	are	be	AUX
gs-3245	80	7	compiled	compile	VERB
gs-3245	80	8	at	at	ADP
gs-3245	80	9	this	this	DET
gs-3245	80	10	stage	stage	NOUN
gs-3245	80	11	.	.	PUNCT
gs-3245	81	1	3	3	X
gs-3245	81	2	.	.	X
gs-3245	81	3	scenario	scenario	NOUN
gs-3245	81	4	development	development	PROPN
gs-3245	81	5	ai	ai	AUX
gs-3245	81	6	generates	generate	VERB
gs-3245	81	7	multiple	multiple	ADJ
gs-3245	81	8	scenarios	scenario	NOUN
gs-3245	81	9	for	for	ADP
gs-3245	81	10	addressing	address	VERB
gs-3245	81	11	the	the	DET
gs-3245	81	12	identified	identify	VERB
gs-3245	81	13	problems	problem	NOUN
gs-3245	81	14	,	,	PUNCT
gs-3245	81	15	modeling	model	VERB
gs-3245	81	16	their	their	PRON
gs-3245	81	17	potential	potential	ADJ
gs-3245	81	18	outcomes	outcome	NOUN
gs-3245	81	19	.	.	PUNCT
gs-3245	82	1	each	each	DET
gs-3245	82	2	scenario	scenario	NOUN
gs-3245	82	3	is	be	AUX
gs-3245	82	4	evaluated	evaluate	VERB
gs-3245	82	5	based	base	VERB
gs-3245	82	6	on	on	ADP
gs-3245	82	7	:	:	PUNCT
gs-3245	82	8	short	short	ADJ
gs-3245	82	9	-	-	PUNCT
gs-3245	82	10	term	term	NOUN
gs-3245	82	11	effects	effect	NOUN
gs-3245	82	12	:	:	PUNCT
gs-3245	82	13	immediate	immediate	ADJ
gs-3245	82	14	changes	change	NOUN
gs-3245	82	15	following	follow	VERB
gs-3245	82	16	implementation	implementation	NOUN
gs-3245	82	17	.	.	PUNCT
gs-3245	83	1	long	long	ADJ
gs-3245	83	2	-	-	PUNCT
gs-3245	83	3	term	term	NOUN
gs-3245	83	4	consequences	consequence	NOUN
gs-3245	83	5	:	:	PUNCT
gs-3245	83	6	impacts	impact	NOUN
gs-3245	83	7	on	on	ADP
gs-3245	83	8	key	key	ADJ
gs-3245	83	9	indicators	indicator	NOUN
gs-3245	83	10	over	over	ADP
gs-3245	83	11	5	5	NUM
gs-3245	83	12	,	,	PUNCT
gs-3245	83	13	10	10	NUM
gs-3245	83	14	,	,	PUNCT
gs-3245	83	15	or	or	CCONJ
gs-3245	83	16	more	more	ADJ
gs-3245	83	17	years	year	NOUN
gs-3245	83	18	.	.	PUNCT
gs-3245	84	1	risks	risk	NOUN
gs-3245	84	2	and	and	CCONJ
gs-3245	84	3	side	side	NOUN
gs-3245	84	4	effects	effect	NOUN
gs-3245	84	5	:	:	PUNCT
gs-3245	84	6	for	for	ADP
gs-3245	84	7	instance	instance	NOUN
gs-3245	84	8	,	,	PUNCT
gs-3245	84	9	increased	increase	VERB
gs-3245	84	10	taxation	taxation	NOUN
gs-3245	84	11	might	might	AUX
gs-3245	84	12	reduce	reduce	VERB
gs-3245	84	13	household	household	NOUN
gs-3245	84	14	incomes	income	NOUN
gs-3245	84	15	.	.	PUNCT
gs-3245	85	1	scenarios	scenario	NOUN
gs-3245	85	2	are	be	AUX
gs-3245	85	3	accompanied	accompany	VERB
gs-3245	85	4	by	by	ADP
gs-3245	85	5	analytical	analytical	ADJ
gs-3245	85	6	reports	report	NOUN
gs-3245	85	7	,	,	PUNCT
gs-3245	85	8	visual	visual	ADJ
gs-3245	85	9	aids	aid	NOUN
gs-3245	85	10	,	,	PUNCT
gs-3245	85	11	and	and	CCONJ
gs-3245	85	12	predictive	predictive	ADJ
gs-3245	85	13	metrics	metric	NOUN
gs-3245	85	14	.	.	PUNCT
gs-3245	86	1	4	4	X
gs-3245	86	2	.	.	X
gs-3245	86	3	optimal	optimal	ADJ
gs-3245	86	4	scenario	scenario	NOUN
gs-3245	86	5	selection	selection	NOUN
gs-3245	86	6	scenario	scenario	NOUN
gs-3245	86	7	selection	selection	NOUN
gs-3245	86	8	is	be	AUX
gs-3245	86	9	guided	guide	VERB
gs-3245	86	10	by	by	ADP
gs-3245	86	11	multiple	multiple	ADJ
gs-3245	86	12	criteria	criterion	NOUN
gs-3245	86	13	:	:	PUNCT
gs-3245	86	14	georgian	georgian	NOUN
gs-3245	86	15	scientists/	scientists/	NUM
gs-3245	86	16	.	.	PUNCT
gs-3245	87	1	6	6	NUM
gs-3245	87	2	n	n	NUM
gs-3245	87	3	3	3	NUM
gs-3245	87	4	,	,	PUNCT
gs-3245	87	5	2024	2024	NUM
gs-3245	87	6	404	404	NUM
gs-3245	87	7	target	target	NOUN
gs-3245	87	8	indicators	indicator	NOUN
gs-3245	87	9	:	:	PUNCT
gs-3245	87	10	which	which	DET
gs-3245	87	11	scenario	scenario	NOUN
gs-3245	87	12	maximizes	maximize	VERB
gs-3245	87	13	improvements	improvement	NOUN
gs-3245	87	14	in	in	ADP
gs-3245	87	15	life	life	NOUN
gs-3245	87	16	expectancy	expectancy	NOUN
gs-3245	87	17	,	,	PUNCT
gs-3245	87	18	birth	birth	NOUN
gs-3245	87	19	rates	rate	NOUN
gs-3245	87	20	,	,	PUNCT
gs-3245	87	21	and	and	CCONJ
gs-3245	87	22	reductions	reduction	NOUN
gs-3245	87	23	in	in	ADP
gs-3245	87	24	violent	violent	ADJ
gs-3245	87	25	deaths	death	NOUN
gs-3245	87	26	?	?	PUNCT
gs-3245	88	1	economic	economic	ADJ
gs-3245	88	2	efficiency	efficiency	NOUN
gs-3245	88	3	:	:	PUNCT
gs-3245	88	4	what	what	DET
gs-3245	88	5	resources	resource	NOUN
gs-3245	88	6	are	be	AUX
gs-3245	88	7	required	require	VERB
gs-3245	88	8	for	for	ADP
gs-3245	88	9	implementation	implementation	NOUN
gs-3245	88	10	?	?	PUNCT
gs-3245	89	1	social	social	ADJ
gs-3245	89	2	support	support	NOUN
gs-3245	89	3	:	:	PUNCT
gs-3245	89	4	how	how	SCONJ
gs-3245	89	5	many	many	ADJ
gs-3245	89	6	citizens	citizen	NOUN
gs-3245	89	7	back	back	VERB
gs-3245	89	8	the	the	DET
gs-3245	89	9	proposed	propose	VERB
gs-3245	89	10	measures	measure	NOUN
gs-3245	89	11	(	(	PUNCT
gs-3245	89	12	based	base	VERB
gs-3245	89	13	on	on	ADP
gs-3245	89	14	public	public	ADJ
gs-3245	89	15	opinion	opinion	NOUN
gs-3245	89	16	analysis	analysis	NOUN
gs-3245	89	17	)	)	PUNCT
gs-3245	89	18	?	?	PUNCT
gs-3245	90	1	decisions	decision	NOUN
gs-3245	90	2	are	be	AUX
gs-3245	90	3	not	not	PART
gs-3245	90	4	finalized	finalize	VERB
gs-3245	90	5	manually	manually	ADV
gs-3245	90	6	but	but	CCONJ
gs-3245	90	7	are	be	AUX
gs-3245	90	8	assigned	assign	VERB
gs-3245	90	9	quantitative	quantitative	ADJ
gs-3245	90	10	ratings	rating	NOUN
gs-3245	90	11	using	use	VERB
gs-3245	90	12	a	a	DET
gs-3245	90	13	ranking	rank	VERB
gs-3245	90	14	system	system	NOUN
gs-3245	90	15	.	.	PUNCT
gs-3245	91	1	the	the	DET
gs-3245	91	2	approved	approve	VERB
gs-3245	91	3	scenario	scenario	NOUN
gs-3245	91	4	is	be	AUX
gs-3245	91	5	either	either	CCONJ
gs-3245	91	6	confirmed	confirm	VERB
gs-3245	91	7	by	by	ADP
gs-3245	91	8	a	a	DET
gs-3245	91	9	human	human	ADJ
gs-3245	91	10	specialist	specialist	NOUN
gs-3245	91	11	or	or	CCONJ
gs-3245	91	12	returned	return	VERB
gs-3245	91	13	for	for	ADP
gs-3245	91	14	revision	revision	NOUN
gs-3245	91	15	with	with	ADP
gs-3245	91	16	ai	ai	ADJ
gs-3245	91	17	-	-	PUNCT
gs-3245	91	18	generated	generate	VERB
gs-3245	91	19	adjustments	adjustment	NOUN
gs-3245	91	20	.	.	PUNCT
gs-3245	92	1	opposition	opposition	NOUN
gs-3245	92	2	groups	group	NOUN
gs-3245	92	3	can	can	AUX
gs-3245	92	4	access	access	VERB
gs-3245	92	5	these	these	DET
gs-3245	92	6	decisions	decision	NOUN
gs-3245	92	7	online	online	ADV
gs-3245	92	8	and	and	CCONJ
gs-3245	92	9	contest	contest	VERB
gs-3245	92	10	them	they	PRON
gs-3245	92	11	,	,	PUNCT
gs-3245	92	12	proposing	propose	VERB
gs-3245	92	13	alternative	alternative	ADJ
gs-3245	92	14	solutions	solution	NOUN
gs-3245	92	15	via	via	ADP
gs-3245	92	16	their	their	PRON
gs-3245	92	17	own	own	ADJ
gs-3245	92	18	ai	ai	NOUN
gs-3245	92	19	systems	system	NOUN
gs-3245	92	20	.	.	PUNCT
gs-3245	93	1	5	5	X
gs-3245	93	2	.	.	X
gs-3245	93	3	decision	decision	NOUN
gs-3245	93	4	implementation	implementation	NOUN
gs-3245	93	5	and	and	CCONJ
gs-3245	93	6	monitoring	monitoring	NOUN
gs-3245	93	7	once	once	ADV
gs-3245	93	8	an	an	DET
gs-3245	93	9	optimal	optimal	ADJ
gs-3245	93	10	scenario	scenario	NOUN
gs-3245	93	11	is	be	AUX
gs-3245	93	12	selected	select	VERB
gs-3245	93	13	,	,	PUNCT
gs-3245	93	14	it	it	PRON
gs-3245	93	15	is	be	AUX
gs-3245	93	16	handed	hand	VERB
gs-3245	93	17	over	over	ADP
gs-3245	93	18	to	to	ADP
gs-3245	93	19	the	the	DET
gs-3245	93	20	relevant	relevant	ADJ
gs-3245	93	21	authorities	authority	NOUN
gs-3245	93	22	for	for	ADP
gs-3245	93	23	implementation	implementation	NOUN
gs-3245	93	24	.	.	PUNCT
gs-3245	94	1	this	this	DET
gs-3245	94	2	stage	stage	NOUN
gs-3245	94	3	emphasizes	emphasize	VERB
gs-3245	94	4	:	:	PUNCT
gs-3245	94	5	execution	execution	NOUN
gs-3245	94	6	monitoring	monitoring	NOUN
gs-3245	94	7	:	:	PUNCT
gs-3245	94	8	real	real	ADJ
gs-3245	94	9	-	-	PUNCT
gs-3245	94	10	time	time	NOUN
gs-3245	94	11	tracking	tracking	NOUN
gs-3245	94	12	of	of	ADP
gs-3245	94	13	implementation	implementation	NOUN
gs-3245	94	14	progress	progress	NOUN
gs-3245	94	15	.	.	PUNCT
gs-3245	95	1	effectiveness	effectiveness	NOUN
gs-3245	95	2	assessment	assessment	NOUN
gs-3245	95	3	:	:	PUNCT
gs-3245	95	4	algorithms	algorithm	NOUN
gs-3245	95	5	compare	compare	VERB
gs-3245	95	6	expected	expect	VERB
gs-3245	95	7	results	result	NOUN
gs-3245	95	8	with	with	ADP
gs-3245	95	9	actual	actual	ADJ
gs-3245	95	10	outcomes	outcome	NOUN
gs-3245	95	11	,	,	PUNCT
gs-3245	95	12	quickly	quickly	ADV
gs-3245	95	13	identifying	identify	VERB
gs-3245	95	14	deviations	deviation	NOUN
gs-3245	95	15	.	.	PUNCT
gs-3245	96	1	adaptive	adaptive	ADJ
gs-3245	96	2	adjustments	adjustment	NOUN
gs-3245	96	3	:	:	PUNCT
gs-3245	96	4	if	if	SCONJ
gs-3245	96	5	the	the	DET
gs-3245	96	6	measures	measure	NOUN
gs-3245	96	7	fail	fail	VERB
gs-3245	96	8	to	to	PART
gs-3245	96	9	achieve	achieve	VERB
gs-3245	96	10	desired	desire	VERB
gs-3245	96	11	effects	effect	NOUN
gs-3245	96	12	,	,	PUNCT
gs-3245	96	13	the	the	DET
gs-3245	96	14	scenario	scenario	NOUN
gs-3245	96	15	is	be	AUX
gs-3245	96	16	revisited	revisit	VERB
gs-3245	96	17	and	and	CCONJ
gs-3245	96	18	adapted	adapt	VERB
gs-3245	96	19	accordingly	accordingly	ADV
gs-3245	96	20	.	.	PUNCT
gs-3245	97	1	advantages	advantage	NOUN
gs-3245	97	2	of	of	ADP
gs-3245	97	3	the	the	DET
gs-3245	97	4	algorithmic	algorithmic	ADJ
gs-3245	97	5	approach	approach	NOUN
gs-3245	97	6	1	1	NUM
gs-3245	97	7	.	.	PUNCT
gs-3245	97	8	objective	objective	ADJ
gs-3245	97	9	decisions	decision	NOUN
gs-3245	97	10	removes	remove	VERB
gs-3245	97	11	subjective	subjective	ADJ
gs-3245	97	12	biases	bias	NOUN
gs-3245	97	13	and	and	CCONJ
gs-3245	97	14	human	human	ADJ
gs-3245	97	15	predispositions	predisposition	NOUN
gs-3245	97	16	.	.	PUNCT
gs-3245	98	1	2	2	X
gs-3245	98	2	.	.	X
gs-3245	98	3	transparency	transparency	NOUN
gs-3245	98	4	every	every	DET
gs-3245	98	5	stage	stage	NOUN
gs-3245	98	6	-	-	PUNCT
gs-3245	98	7	from	from	ADP
gs-3245	98	8	data	datum	NOUN
gs-3245	98	9	analysis	analysis	NOUN
gs-3245	98	10	to	to	ADP
gs-3245	98	11	scenario	scenario	NOUN
gs-3245	98	12	selection	selection	NOUN
gs-3245	98	13	—	—	PUNCT
gs-3245	98	14	is	be	AUX
gs-3245	98	15	documented	document	VERB
gs-3245	98	16	and	and	CCONJ
gs-3245	98	17	accessible	accessible	ADJ
gs-3245	98	18	for	for	ADP
gs-3245	98	19	scrutiny	scrutiny	NOUN
gs-3245	98	20	.	.	PUNCT
gs-3245	99	1	3	3	X
gs-3245	99	2	.	.	X
gs-3245	99	3	flexibility	flexibility	NOUN
gs-3245	99	4	decisions	decision	NOUN
gs-3245	99	5	can	can	AUX
gs-3245	99	6	be	be	AUX
gs-3245	99	7	adapted	adapt	VERB
gs-3245	99	8	dynamically	dynamically	ADV
gs-3245	99	9	in	in	ADP
gs-3245	99	10	response	response	NOUN
gs-3245	99	11	to	to	ADP
gs-3245	99	12	emerging	emerge	VERB
gs-3245	99	13	challenges	challenge	NOUN
gs-3245	99	14	or	or	CCONJ
gs-3245	99	15	new	new	ADJ
gs-3245	99	16	data	datum	NOUN
gs-3245	99	17	.	.	PUNCT
gs-3245	100	1	4	4	X
gs-3245	100	2	.	.	X
gs-3245	100	3	rapid	rapid	ADJ
gs-3245	100	4	response	response	NOUN
gs-3245	100	5	problems	problem	NOUN
gs-3245	100	6	are	be	AUX
gs-3245	100	7	quickly	quickly	ADV
gs-3245	100	8	identified	identify	VERB
gs-3245	100	9	,	,	PUNCT
gs-3245	100	10	and	and	CCONJ
gs-3245	100	11	solutions	solution	NOUN
gs-3245	100	12	are	be	AUX
gs-3245	100	13	generated	generate	VERB
gs-3245	100	14	without	without	ADP
gs-3245	100	15	delay	delay	NOUN
gs-3245	100	16	.	.	PUNCT
gs-3245	101	1	example	example	NOUN
gs-3245	101	2	:	:	PUNCT
gs-3245	101	3	addressing	address	VERB
gs-3245	101	4	a	a	DET
gs-3245	101	5	surge	surge	NOUN
gs-3245	101	6	in	in	ADP
gs-3245	101	7	violent	violent	ADJ
gs-3245	101	8	deaths	death	NOUN
gs-3245	101	9	suppose	suppose	VERB
gs-3245	101	10	a	a	DET
gs-3245	101	11	region	region	NOUN
gs-3245	101	12	experiences	experience	VERB
gs-3245	101	13	a	a	DET
gs-3245	101	14	sharp	sharp	ADJ
gs-3245	101	15	increase	increase	NOUN
gs-3245	101	16	in	in	ADP
gs-3245	101	17	violent	violent	ADJ
gs-3245	101	18	deaths	death	NOUN
gs-3245	101	19	.	.	PUNCT
gs-3245	102	1	the	the	DET
gs-3245	102	2	decision	decision	NOUN
gs-3245	102	3	-	-	PUNCT
gs-3245	102	4	making	make	VERB
gs-3245	102	5	process	process	NOUN
gs-3245	102	6	might	might	AUX
gs-3245	102	7	unfold	unfold	VERB
gs-3245	102	8	as	as	SCONJ
gs-3245	102	9	follows	follow	VERB
gs-3245	102	10	:	:	PUNCT
gs-3245	102	11	1	1	X
gs-3245	102	12	.	.	X
gs-3245	102	13	problem	problem	NOUN
gs-3245	102	14	identification	identification	NOUN
gs-3245	102	15	the	the	DET
gs-3245	102	16	system	system	NOUN
gs-3245	102	17	detects	detect	VERB
gs-3245	102	18	the	the	DET
gs-3245	102	19	rise	rise	NOUN
gs-3245	102	20	based	base	VERB
gs-3245	102	21	on	on	ADP
gs-3245	102	22	operational	operational	ADJ
gs-3245	102	23	police	police	NOUN
gs-3245	102	24	data	datum	NOUN
gs-3245	102	25	.	.	PUNCT
gs-3245	103	1	2	2	X
gs-3245	103	2	.	.	X
gs-3245	103	3	analysis	analysis	NOUN
gs-3245	103	4	and	and	CCONJ
gs-3245	103	5	diagnosis	diagnosis	NOUN
gs-3245	103	6	ai	ai	VERB
gs-3245	103	7	analysis	analysis	NOUN
gs-3245	103	8	reveals	reveal	VERB
gs-3245	103	9	that	that	SCONJ
gs-3245	103	10	the	the	DET
gs-3245	103	11	cause	cause	NOUN
gs-3245	103	12	is	be	AUX
gs-3245	103	13	reduced	reduce	VERB
gs-3245	103	14	law	law	NOUN
gs-3245	103	15	enforcement	enforcement	NOUN
gs-3245	103	16	personnel	personnel	NOUN
gs-3245	103	17	in	in	ADP
gs-3245	103	18	high	high	ADJ
gs-3245	103	19	-	-	PUNCT
gs-3245	103	20	risk	risk	NOUN
gs-3245	103	21	areas	area	NOUN
gs-3245	103	22	.	.	PUNCT
gs-3245	104	1	3	3	X
gs-3245	104	2	.	.	X
gs-3245	104	3	scenario	scenario	NOUN
gs-3245	104	4	development	development	NOUN
gs-3245	104	5	three	three	NUM
gs-3245	104	6	scenarios	scenario	NOUN
gs-3245	104	7	are	be	AUX
gs-3245	104	8	proposed	propose	VERB
gs-3245	104	9	:	:	PUNCT
gs-3245	104	10	increase	increase	VERB
gs-3245	104	11	police	police	NOUN
gs-3245	104	12	presence	presence	NOUN
gs-3245	104	13	in	in	ADP
gs-3245	104	14	affected	affected	ADJ
gs-3245	104	15	neighborhoods	neighborhood	NOUN
gs-3245	104	16	.	.	PUNCT
gs-3245	105	1	implement	implement	VERB
gs-3245	105	2	rehabilitation	rehabilitation	NOUN
gs-3245	105	3	programs	program	NOUN
gs-3245	105	4	for	for	ADP
gs-3245	105	5	high	high	ADJ
gs-3245	105	6	-	-	PUNCT
gs-3245	105	7	risk	risk	NOUN
gs-3245	105	8	individuals	individual	NOUN
gs-3245	105	9	.	.	PUNCT
gs-3245	106	1	boost	boost	VERB
gs-3245	106	2	funding	funding	NOUN
gs-3245	106	3	for	for	ADP
gs-3245	106	4	prevention	prevention	NOUN
gs-3245	106	5	initiatives	initiative	NOUN
gs-3245	106	6	.	.	PUNCT
gs-3245	107	1	georgian	georgian	NOUN
gs-3245	107	2	scientists/	scientists/	NUM
gs-3245	107	3	.	.	PUNCT
gs-3245	108	1	6	6	NUM
gs-3245	108	2	n	n	NUM
gs-3245	108	3	3	3	NUM
gs-3245	108	4	,	,	PUNCT
gs-3245	108	5	2024	2024	NUM
gs-3245	108	6	405	405	NUM
gs-3245	108	7	4	4	NUM
gs-3245	108	8	.	.	PUNCT
gs-3245	108	9	scenario	scenario	NOUN
gs-3245	108	10	selection	selection	NOUN
gs-3245	108	11	based	base	VERB
gs-3245	108	12	on	on	ADP
gs-3245	108	13	predictive	predictive	ADJ
gs-3245	108	14	models	model	NOUN
gs-3245	108	15	,	,	PUNCT
gs-3245	108	16	the	the	DET
gs-3245	108	17	scenario	scenario	NOUN
gs-3245	108	18	with	with	ADP
gs-3245	108	19	the	the	DET
gs-3245	108	20	most	most	ADV
gs-3245	108	21	promising	promising	ADJ
gs-3245	108	22	outcomes	outcome	NOUN
gs-3245	108	23	is	be	AUX
gs-3245	108	24	chosen	choose	VERB
gs-3245	108	25	and	and	CCONJ
gs-3245	108	26	implemented	implement	VERB
gs-3245	108	27	.	.	PUNCT
gs-3245	109	1	5	5	X
gs-3245	109	2	.	.	X
gs-3245	109	3	monitoring	monitoring	NOUN
gs-3245	109	4	and	and	CCONJ
gs-3245	109	5	adjustment	adjustment	NOUN
gs-3245	109	6	real	real	ADJ
gs-3245	109	7	-	-	PUNCT
gs-3245	109	8	time	time	NOUN
gs-3245	109	9	tracking	tracking	NOUN
gs-3245	109	10	ensures	ensure	VERB
gs-3245	109	11	measures	measure	NOUN
gs-3245	109	12	are	be	AUX
gs-3245	109	13	effectively	effectively	ADV
gs-3245	109	14	applied	apply	VERB
gs-3245	109	15	,	,	PUNCT
gs-3245	109	16	with	with	ADP
gs-3245	109	17	corrections	correction	NOUN
gs-3245	109	18	introduced	introduce	VERB
gs-3245	109	19	as	as	SCONJ
gs-3245	109	20	needed	need	VERB
gs-3245	109	21	to	to	PART
gs-3245	109	22	optimize	optimize	VERB
gs-3245	109	23	results	result	NOUN
gs-3245	109	24	.	.	PUNCT
gs-3245	110	1	this	this	DET
gs-3245	110	2	structured	structure	VERB
gs-3245	110	3	,	,	PUNCT
gs-3245	110	4	data	data	NOUN
gs-3245	110	5	-	-	PUNCT
gs-3245	110	6	driven	drive	VERB
gs-3245	110	7	approach	approach	NOUN
gs-3245	110	8	ensures	ensure	VERB
gs-3245	110	9	decisions	decision	NOUN
gs-3245	110	10	are	be	AUX
gs-3245	110	11	not	not	PART
gs-3245	110	12	only	only	ADV
gs-3245	110	13	evidence	evidence	NOUN
gs-3245	110	14	-	-	PUNCT
gs-3245	110	15	based	base	VERB
gs-3245	110	16	but	but	CCONJ
gs-3245	110	17	also	also	ADV
gs-3245	110	18	transparent	transparent	ADJ
gs-3245	110	19	,	,	PUNCT
gs-3245	110	20	adaptable	adaptable	ADJ
gs-3245	110	21	,	,	PUNCT
gs-3245	110	22	and	and	CCONJ
gs-3245	110	23	impactful	impactful	ADJ
gs-3245	110	24	.	.	PUNCT
gs-3245	111	1	discussion	discussion	NOUN
gs-3245	111	2	modern	modern	ADJ
gs-3245	111	3	technologies	technology	NOUN
gs-3245	111	4	,	,	PUNCT
gs-3245	111	5	including	include	VERB
gs-3245	111	6	big	big	ADJ
gs-3245	111	7	data	datum	NOUN
gs-3245	111	8	,	,	PUNCT
gs-3245	111	9	artificial	artificial	ADJ
gs-3245	111	10	intelligence	intelligence	NOUN
gs-3245	111	11	,	,	PUNCT
gs-3245	111	12	and	and	CCONJ
gs-3245	111	13	automated	automate	VERB
gs-3245	111	14	decision	decision	NOUN
gs-3245	111	15	-	-	PUNCT
gs-3245	111	16	making	make	VERB
gs-3245	111	17	systems	system	NOUN
gs-3245	111	18	,	,	PUNCT
gs-3245	111	19	offer	offer	VERB
gs-3245	111	20	significant	significant	ADJ
gs-3245	111	21	opportunities	opportunity	NOUN
gs-3245	111	22	for	for	ADP
gs-3245	111	23	improving	improve	VERB
gs-3245	111	24	public	public	ADJ
gs-3245	111	25	administration	administration	NOUN
gs-3245	111	26	.	.	PUNCT
gs-3245	112	1	however	however	ADV
gs-3245	112	2	,	,	PUNCT
gs-3245	112	3	their	their	PRON
gs-3245	112	4	implementation	implementation	NOUN
gs-3245	112	5	requires	require	VERB
gs-3245	112	6	thorough	thorough	ADJ
gs-3245	112	7	analysis	analysis	NOUN
gs-3245	112	8	of	of	ADP
gs-3245	112	9	risks	risk	NOUN
gs-3245	112	10	,	,	PUNCT
gs-3245	112	11	ethical	ethical	ADJ
gs-3245	112	12	aspects	aspect	NOUN
gs-3245	112	13	,	,	PUNCT
gs-3245	112	14	and	and	CCONJ
gs-3245	112	15	technological	technological	ADJ
gs-3245	112	16	and	and	CCONJ
gs-3245	112	17	social	social	ADJ
gs-3245	112	18	challenges	challenge	NOUN
gs-3245	112	19	.	.	PUNCT
gs-3245	113	1	potential	potential	ADJ
gs-3245	113	2	advantages	advantage	NOUN
gs-3245	113	3	1	1	NUM
gs-3245	113	4	.	.	PUNCT
gs-3245	113	5	error	error	NOUN
gs-3245	113	6	reduction	reduction	NOUN
gs-3245	113	7	and	and	CCONJ
gs-3245	113	8	increased	increase	VERB
gs-3245	113	9	efficiency	efficiency	NOUN
gs-3245	113	10	data	data	NOUN
gs-3245	113	11	-	-	PUNCT
gs-3245	113	12	driven	drive	VERB
gs-3245	113	13	systems	system	NOUN
gs-3245	113	14	can	can	AUX
gs-3245	113	15	minimize	minimize	VERB
gs-3245	113	16	human	human	ADJ
gs-3245	113	17	errors	error	NOUN
gs-3245	113	18	,	,	PUNCT
gs-3245	113	19	enhancing	enhance	VERB
gs-3245	113	20	the	the	DET
gs-3245	113	21	precision	precision	NOUN
gs-3245	113	22	and	and	CCONJ
gs-3245	113	23	speed	speed	NOUN
gs-3245	113	24	of	of	ADP
gs-3245	113	25	decisions	decision	NOUN
gs-3245	113	26	.	.	PUNCT
gs-3245	114	1	for	for	ADP
gs-3245	114	2	example	example	NOUN
gs-3245	114	3	,	,	PUNCT
gs-3245	114	4	analyzing	analyze	VERB
gs-3245	114	5	medical	medical	ADJ
gs-3245	114	6	data	datum	NOUN
gs-3245	114	7	can	can	AUX
gs-3245	114	8	identify	identify	VERB
gs-3245	114	9	resource	resource	NOUN
gs-3245	114	10	shortages	shortage	NOUN
gs-3245	114	11	in	in	ADP
gs-3245	114	12	hospitals	hospital	NOUN
gs-3245	114	13	long	long	ADV
gs-3245	114	14	before	before	SCONJ
gs-3245	114	15	they	they	PRON
gs-3245	114	16	become	become	VERB
gs-3245	114	17	critical	critical	ADJ
gs-3245	114	18	.	.	PUNCT
gs-3245	115	1	2	2	X
gs-3245	115	2	.	.	X
gs-3245	115	3	elimination	elimination	NOUN
gs-3245	115	4	of	of	ADP
gs-3245	115	5	bias	bias	NOUN
gs-3245	115	6	data	datum	NOUN
gs-3245	115	7	can	can	AUX
gs-3245	115	8	remove	remove	VERB
gs-3245	115	9	the	the	DET
gs-3245	115	10	subjectivity	subjectivity	NOUN
gs-3245	115	11	inherent	inherent	ADJ
gs-3245	115	12	in	in	ADP
gs-3245	115	13	traditional	traditional	ADJ
gs-3245	115	14	processes	process	NOUN
gs-3245	115	15	.	.	PUNCT
gs-3245	116	1	an	an	DET
gs-3245	116	2	example	example	NOUN
gs-3245	116	3	is	be	AUX
gs-3245	116	4	the	the	DET
gs-3245	116	5	evaluation	evaluation	NOUN
gs-3245	116	6	of	of	ADP
gs-3245	116	7	officials	official	NOUN
gs-3245	116	8	’	’	PART
gs-3245	116	9	performance	performance	NOUN
gs-3245	116	10	based	base	VERB
gs-3245	116	11	on	on	ADP
gs-3245	116	12	measurable	measurable	ADJ
gs-3245	116	13	outcomes	outcome	NOUN
gs-3245	116	14	rather	rather	ADV
gs-3245	116	15	than	than	ADP
gs-3245	116	16	subjective	subjective	ADJ
gs-3245	116	17	reports	report	NOUN
gs-3245	116	18	or	or	CCONJ
gs-3245	116	19	personal	personal	ADJ
gs-3245	116	20	preferences	preference	NOUN
gs-3245	116	21	of	of	ADP
gs-3245	116	22	leadership	leadership	NOUN
gs-3245	116	23	.	.	PUNCT
gs-3245	117	1	3	3	X
gs-3245	117	2	.	.	X
gs-3245	117	3	crisis	crisis	NOUN
gs-3245	117	4	prediction	prediction	NOUN
gs-3245	117	5	machine	machine	NOUN
gs-3245	117	6	learning	learning	NOUN
gs-3245	117	7	models	model	NOUN
gs-3245	117	8	can	can	AUX
gs-3245	117	9	forecast	forecast	VERB
gs-3245	117	10	crises	crisis	NOUN
gs-3245	117	11	such	such	ADJ
gs-3245	117	12	as	as	ADP
gs-3245	117	13	crime	crime	NOUN
gs-3245	117	14	surges	surge	NOUN
gs-3245	117	15	or	or	CCONJ
gs-3245	117	16	disease	disease	NOUN
gs-3245	117	17	outbreaks	outbreak	NOUN
gs-3245	117	18	,	,	PUNCT
gs-3245	117	19	enabling	enable	VERB
gs-3245	117	20	governments	government	NOUN
gs-3245	117	21	to	to	PART
gs-3245	117	22	take	take	VERB
gs-3245	117	23	preventive	preventive	ADJ
gs-3245	117	24	measures	measure	NOUN
gs-3245	117	25	.	.	PUNCT
gs-3245	118	1	ethical	ethical	ADJ
gs-3245	118	2	and	and	CCONJ
gs-3245	118	3	social	social	ADJ
gs-3245	118	4	challenges	challenge	NOUN
gs-3245	118	5	1	1	NUM
gs-3245	118	6	.	.	X
gs-3245	119	1	privacy	privacy	NOUN
gs-3245	119	2	and	and	CCONJ
gs-3245	119	3	data	datum	NOUN
gs-3245	119	4	protection	protection	NOUN
gs-3245	119	5	the	the	DET
gs-3245	119	6	total	total	ADJ
gs-3245	119	7	collection	collection	NOUN
gs-3245	119	8	of	of	ADP
gs-3245	119	9	data	datum	NOUN
gs-3245	119	10	,	,	PUNCT
gs-3245	119	11	especially	especially	ADV
gs-3245	119	12	from	from	ADP
gs-3245	119	13	citizens	citizen	NOUN
gs-3245	119	14	’	’	PART
gs-3245	119	15	private	private	ADJ
gs-3245	119	16	lives	life	NOUN
gs-3245	119	17	,	,	PUNCT
gs-3245	119	18	raises	raise	VERB
gs-3245	119	19	concerns	concern	NOUN
gs-3245	119	20	about	about	ADP
gs-3245	119	21	confidentiality	confidentiality	NOUN
gs-3245	119	22	.	.	PUNCT
gs-3245	120	1	can	can	AUX
gs-3245	120	2	governments	government	NOUN
gs-3245	120	3	guarantee	guarantee	VERB
gs-3245	120	4	that	that	SCONJ
gs-3245	120	5	this	this	DET
gs-3245	120	6	data	datum	NOUN
gs-3245	120	7	will	will	AUX
gs-3245	120	8	not	not	PART
gs-3245	120	9	be	be	AUX
gs-3245	120	10	used	use	VERB
gs-3245	120	11	for	for	ADP
gs-3245	120	12	surveillance	surveillance	NOUN
gs-3245	120	13	or	or	CCONJ
gs-3245	120	14	discrimination	discrimination	NOUN
gs-3245	120	15	?	?	PUNCT
gs-3245	121	1	strict	strict	ADJ
gs-3245	121	2	regulations	regulation	NOUN
gs-3245	121	3	limiting	limit	VERB
gs-3245	121	4	data	datum	NOUN
gs-3245	121	5	use	use	NOUN
gs-3245	121	6	to	to	ADP
gs-3245	121	7	public	public	ADJ
gs-3245	121	8	interests	interest	NOUN
gs-3245	121	9	,	,	PUNCT
gs-3245	121	10	along	along	ADP
gs-3245	121	11	with	with	ADP
gs-3245	121	12	encryption	encryption	NOUN
gs-3245	121	13	and	and	CCONJ
gs-3245	121	14	anonymization	anonymization	NOUN
gs-3245	121	15	,	,	PUNCT
gs-3245	121	16	are	be	AUX
gs-3245	121	17	essential	essential	ADJ
gs-3245	121	18	.	.	PUNCT
gs-3245	122	1	2	2	X
gs-3245	122	2	.	.	X
gs-3245	122	3	algorithmic	algorithmic	ADJ
gs-3245	122	4	bias	bias	NOUN
gs-3245	122	5	artificial	artificial	ADJ
gs-3245	122	6	intelligence	intelligence	NOUN
gs-3245	122	7	is	be	AUX
gs-3245	122	8	trained	train	VERB
gs-3245	122	9	on	on	ADP
gs-3245	122	10	historical	historical	ADJ
gs-3245	122	11	data	datum	NOUN
gs-3245	122	12	,	,	PUNCT
gs-3245	122	13	which	which	PRON
gs-3245	122	14	may	may	AUX
gs-3245	122	15	contain	contain	VERB
gs-3245	122	16	inaccuracies	inaccuracy	NOUN
gs-3245	122	17	,	,	PUNCT
gs-3245	122	18	bias	bias	NOUN
gs-3245	122	19	,	,	PUNCT
gs-3245	122	20	or	or	CCONJ
gs-3245	122	21	discrimination	discrimination	NOUN
gs-3245	122	22	.	.	PUNCT
gs-3245	123	1	this	this	PRON
gs-3245	123	2	could	could	AUX
gs-3245	123	3	reinforce	reinforce	VERB
gs-3245	123	4	existing	exist	VERB
gs-3245	123	5	inequalities	inequality	NOUN
gs-3245	123	6	.	.	PUNCT
gs-3245	124	1	independent	independent	ADJ
gs-3245	124	2	experts	expert	NOUN
gs-3245	124	3	should	should	AUX
gs-3245	124	4	oversee	oversee	VERB
gs-3245	124	5	algorithm	algorithm	NOUN
gs-3245	124	6	development	development	NOUN
gs-3245	124	7	and	and	CCONJ
gs-3245	124	8	test	test	VERB
gs-3245	124	9	them	they	PRON
gs-3245	124	10	for	for	ADP
gs-3245	124	11	fairness	fairness	NOUN
gs-3245	124	12	.	.	PUNCT
gs-3245	125	1	3	3	X
gs-3245	125	2	.	.	X
gs-3245	125	3	dehumanization	dehumanization	NOUN
gs-3245	125	4	of	of	ADP
gs-3245	125	5	governance	governance	NOUN
gs-3245	125	6	automated	automate	VERB
gs-3245	125	7	decision	decision	NOUN
gs-3245	125	8	-	-	PUNCT
gs-3245	125	9	making	make	VERB
gs-3245	125	10	systems	system	NOUN
gs-3245	125	11	may	may	AUX
gs-3245	125	12	overlook	overlook	VERB
gs-3245	125	13	humanitarian	humanitarian	ADJ
gs-3245	125	14	aspects	aspect	NOUN
gs-3245	125	15	.	.	PUNCT
gs-3245	126	1	for	for	ADP
gs-3245	126	2	instance	instance	NOUN
gs-3245	126	3	,	,	PUNCT
gs-3245	126	4	statistically	statistically	ADV
gs-3245	126	5	justified	justify	VERB
gs-3245	126	6	decisions	decision	NOUN
gs-3245	126	7	to	to	PART
gs-3245	126	8	cut	cut	VERB
gs-3245	126	9	funding	funding	NOUN
gs-3245	126	10	for	for	ADP
gs-3245	126	11	specific	specific	ADJ
gs-3245	126	12	sectors	sector	NOUN
gs-3245	126	13	might	might	AUX
gs-3245	126	14	be	be	AUX
gs-3245	126	15	socially	socially	ADV
gs-3245	126	16	unacceptable	unacceptable	ADJ
gs-3245	126	17	.	.	PUNCT
gs-3245	127	1	automation	automation	NOUN
gs-3245	127	2	must	must	AUX
gs-3245	127	3	be	be	AUX
gs-3245	127	4	paired	pair	VERB
gs-3245	127	5	with	with	ADP
gs-3245	127	6	human	human	ADJ
gs-3245	127	7	oversight	oversight	NOUN
gs-3245	127	8	to	to	PART
gs-3245	127	9	consider	consider	VERB
gs-3245	127	10	moral	moral	ADJ
gs-3245	127	11	and	and	CCONJ
gs-3245	127	12	ethical	ethical	ADJ
gs-3245	127	13	factors	factor	NOUN
gs-3245	127	14	.	.	PUNCT
gs-3245	128	1	georgian	georgian	NOUN
gs-3245	128	2	scientists/	scientists/	NUM
gs-3245	128	3	.	.	PUNCT
gs-3245	129	1	6	6	NUM
gs-3245	129	2	n	n	NUM
gs-3245	129	3	3	3	NUM
gs-3245	129	4	,	,	PUNCT
gs-3245	129	5	2024	2024	NUM
gs-3245	129	6	406	406	NUM
gs-3245	129	7	organizational	organizational	ADJ
gs-3245	129	8	and	and	CCONJ
gs-3245	129	9	technical	technical	ADJ
gs-3245	129	10	barriers	barrier	NOUN
gs-3245	129	11	1	1	NUM
gs-3245	129	12	.	.	PUNCT
gs-3245	130	1	infrastructure	infrastructure	NOUN
gs-3245	130	2	costs	cost	NOUN
gs-3245	130	3	building	build	VERB
gs-3245	130	4	data	datum	NOUN
gs-3245	130	5	collection	collection	NOUN
gs-3245	130	6	,	,	PUNCT
gs-3245	130	7	storage	storage	NOUN
gs-3245	130	8	,	,	PUNCT
gs-3245	130	9	and	and	CCONJ
gs-3245	130	10	analysis	analysis	NOUN
gs-3245	130	11	systems	system	NOUN
gs-3245	130	12	requires	require	VERB
gs-3245	130	13	significant	significant	ADJ
gs-3245	130	14	financial	financial	ADJ
gs-3245	130	15	and	and	CCONJ
gs-3245	130	16	technological	technological	ADJ
gs-3245	130	17	resources	resource	NOUN
gs-3245	130	18	.	.	PUNCT
gs-3245	131	1	phased	phase	VERB
gs-3245	131	2	implementation	implementation	NOUN
gs-3245	131	3	,	,	PUNCT
gs-3245	131	4	starting	start	VERB
gs-3245	131	5	with	with	ADP
gs-3245	131	6	pilot	pilot	NOUN
gs-3245	131	7	regions	region	NOUN
gs-3245	131	8	or	or	CCONJ
gs-3245	131	9	sectors	sector	NOUN
gs-3245	131	10	where	where	SCONJ
gs-3245	131	11	data	datum	NOUN
gs-3245	131	12	is	be	AUX
gs-3245	131	13	already	already	ADV
gs-3245	131	14	available	available	ADJ
gs-3245	131	15	,	,	PUNCT
gs-3245	131	16	is	be	AUX
gs-3245	131	17	recommended	recommend	VERB
gs-3245	131	18	.	.	PUNCT
gs-3245	132	1	2	2	X
gs-3245	132	2	.	.	X
gs-3245	132	3	data	datum	NOUN
gs-3245	132	4	integration	integration	NOUN
gs-3245	132	5	the	the	DET
gs-3245	132	6	complexity	complexity	NOUN
gs-3245	132	7	of	of	ADP
gs-3245	132	8	integrating	integrate	VERB
gs-3245	132	9	data	datum	NOUN
gs-3245	132	10	from	from	ADP
gs-3245	132	11	various	various	ADJ
gs-3245	132	12	fields	field	NOUN
gs-3245	132	13	,	,	PUNCT
gs-3245	132	14	such	such	ADJ
gs-3245	132	15	as	as	ADP
gs-3245	132	16	healthcare	healthcare	NOUN
gs-3245	132	17	,	,	PUNCT
gs-3245	132	18	education	education	NOUN
gs-3245	132	19	,	,	PUNCT
gs-3245	132	20	and	and	CCONJ
gs-3245	132	21	law	law	NOUN
gs-3245	132	22	enforcement	enforcement	NOUN
gs-3245	132	23	,	,	PUNCT
gs-3245	132	24	arises	arise	VERB
gs-3245	132	25	from	from	ADP
gs-3245	132	26	differences	difference	NOUN
gs-3245	132	27	in	in	ADP
gs-3245	132	28	storage	storage	NOUN
gs-3245	132	29	standards	standard	NOUN
gs-3245	132	30	and	and	CCONJ
gs-3245	132	31	data	datum	NOUN
gs-3245	132	32	formats	format	NOUN
gs-3245	132	33	.	.	PUNCT
gs-3245	133	1	developing	develop	VERB
gs-3245	133	2	unified	unified	ADJ
gs-3245	133	3	data	datum	NOUN
gs-3245	133	4	exchange	exchange	NOUN
gs-3245	133	5	standards	standard	NOUN
gs-3245	133	6	is	be	AUX
gs-3245	133	7	a	a	DET
gs-3245	133	8	crucial	crucial	ADJ
gs-3245	133	9	step	step	NOUN
gs-3245	133	10	in	in	ADP
gs-3245	133	11	system	system	NOUN
gs-3245	133	12	implementation	implementation	NOUN
gs-3245	133	13	.	.	PUNCT
gs-3245	134	1	3	3	X
gs-3245	134	2	.	.	X
gs-3245	134	3	resistance	resistance	NOUN
gs-3245	134	4	within	within	ADP
gs-3245	134	5	the	the	DET
gs-3245	134	6	system	system	NOUN
gs-3245	134	7	government	government	NOUN
gs-3245	134	8	officials	official	NOUN
gs-3245	134	9	and	and	CCONJ
gs-3245	134	10	bureaucrats	bureaucrat	NOUN
gs-3245	134	11	might	might	AUX
gs-3245	134	12	perceive	perceive	VERB
gs-3245	134	13	the	the	DET
gs-3245	134	14	new	new	ADJ
gs-3245	134	15	system	system	NOUN
gs-3245	134	16	as	as	ADP
gs-3245	134	17	a	a	DET
gs-3245	134	18	threat	threat	NOUN
gs-3245	134	19	to	to	ADP
gs-3245	134	20	their	their	PRON
gs-3245	134	21	positions	position	NOUN
gs-3245	134	22	due	due	ADP
gs-3245	134	23	to	to	ADP
gs-3245	134	24	increased	increase	VERB
gs-3245	134	25	transparency	transparency	NOUN
gs-3245	134	26	.	.	PUNCT
gs-3245	135	1	overcoming	overcome	VERB
gs-3245	135	2	this	this	DET
gs-3245	135	3	resistance	resistance	NOUN
gs-3245	135	4	requires	require	VERB
gs-3245	135	5	a	a	DET
gs-3245	135	6	motivation	motivation	NOUN
gs-3245	135	7	system	system	NOUN
gs-3245	135	8	,	,	PUNCT
gs-3245	135	9	including	include	VERB
gs-3245	135	10	training	training	NOUN
gs-3245	135	11	,	,	PUNCT
gs-3245	135	12	career	career	NOUN
gs-3245	135	13	growth	growth	NOUN
gs-3245	135	14	,	,	PUNCT
gs-3245	135	15	and	and	CCONJ
gs-3245	135	16	participation	participation	NOUN
gs-3245	135	17	in	in	ADP
gs-3245	135	18	developing	develop	VERB
gs-3245	135	19	new	new	ADJ
gs-3245	135	20	processes	process	NOUN
gs-3245	135	21	.	.	PUNCT
gs-3245	136	1	measuring	measure	VERB
gs-3245	136	2	system	system	NOUN
gs-3245	136	3	success	success	NOUN
gs-3245	136	4	1	1	NUM
gs-3245	136	5	.	.	PUNCT
gs-3245	136	6	objective	objective	ADJ
gs-3245	136	7	metrics	metric	NOUN
gs-3245	136	8	the	the	DET
gs-3245	136	9	system	system	NOUN
gs-3245	136	10	should	should	AUX
gs-3245	136	11	rely	rely	VERB
gs-3245	136	12	on	on	ADP
gs-3245	136	13	clear	clear	ADJ
gs-3245	136	14	indicators	indicator	NOUN
gs-3245	136	15	to	to	PART
gs-3245	136	16	measure	measure	VERB
gs-3245	136	17	the	the	DET
gs-3245	136	18	success	success	NOUN
gs-3245	136	19	of	of	ADP
gs-3245	136	20	its	its	PRON
gs-3245	136	21	implementation	implementation	NOUN
gs-3245	136	22	:	:	PUNCT
gs-3245	136	23	reduction	reduction	NOUN
gs-3245	136	24	in	in	ADP
gs-3245	136	25	corruption	corruption	NOUN
gs-3245	136	26	,	,	PUNCT
gs-3245	136	27	including	include	VERB
gs-3245	136	28	nepotism	nepotism	NOUN
gs-3245	136	29	.	.	PUNCT
gs-3245	137	1	increases	increase	NOUN
gs-3245	137	2	in	in	ADP
gs-3245	137	3	life	life	NOUN
gs-3245	137	4	expectancy	expectancy	NOUN
gs-3245	137	5	and	and	CCONJ
gs-3245	137	6	birth	birth	NOUN
gs-3245	137	7	rates	rate	NOUN
gs-3245	137	8	.	.	PUNCT
gs-3245	138	1	reduction	reduction	NOUN
gs-3245	138	2	in	in	ADP
gs-3245	138	3	violent	violent	ADJ
gs-3245	138	4	deaths	death	NOUN
gs-3245	138	5	and	and	CCONJ
gs-3245	138	6	suicides	suicide	NOUN
gs-3245	138	7	.	.	PUNCT
gs-3245	139	1	2	2	X
gs-3245	139	2	.	.	X
gs-3245	139	3	assessment	assessment	NOUN
gs-3245	139	4	of	of	ADP
gs-3245	139	5	long	long	ADJ
gs-3245	139	6	-	-	PUNCT
gs-3245	139	7	term	term	NOUN
gs-3245	139	8	consequences	consequence	NOUN
gs-3245	139	9	some	some	DET
gs-3245	139	10	decisions	decision	NOUN
gs-3245	139	11	may	may	AUX
gs-3245	139	12	have	have	AUX
gs-3245	139	13	delayed	delay	VERB
gs-3245	139	14	effects	effect	NOUN
gs-3245	139	15	that	that	PRON
gs-3245	139	16	become	become	VERB
gs-3245	139	17	evident	evident	ADJ
gs-3245	139	18	only	only	ADJ
gs-3245	139	19	years	year	NOUN
gs-3245	139	20	later	later	ADV
gs-3245	139	21	.	.	PUNCT
gs-3245	140	1	for	for	ADP
gs-3245	140	2	instance	instance	NOUN
gs-3245	140	3	,	,	PUNCT
gs-3245	140	4	changes	change	NOUN
gs-3245	140	5	in	in	ADP
gs-3245	140	6	educational	educational	ADJ
gs-3245	140	7	policies	policy	NOUN
gs-3245	140	8	affect	affect	VERB
gs-3245	140	9	society	society	NOUN
gs-3245	140	10	over	over	ADP
gs-3245	140	11	decades	decade	NOUN
gs-3245	140	12	.	.	PUNCT
gs-3245	141	1	models	model	NOUN
gs-3245	141	2	capable	capable	ADJ
gs-3245	141	3	of	of	ADP
gs-3245	141	4	considering	consider	VERB
gs-3245	141	5	the	the	DET
gs-3245	141	6	long	long	ADJ
gs-3245	141	7	-	-	PUNCT
gs-3245	141	8	term	term	NOUN
gs-3245	141	9	consequences	consequence	NOUN
gs-3245	141	10	of	of	ADP
gs-3245	141	11	decisions	decision	NOUN
gs-3245	141	12	need	need	VERB
gs-3245	141	13	to	to	PART
gs-3245	141	14	be	be	AUX
gs-3245	141	15	developed	develop	VERB
gs-3245	141	16	.	.	PUNCT
gs-3245	142	1	global	global	ADJ
gs-3245	142	2	context	context	NOUN
gs-3245	142	3	there	there	PRON
gs-3245	142	4	are	be	VERB
gs-3245	142	5	already	already	ADV
gs-3245	142	6	successful	successful	ADJ
gs-3245	142	7	examples	example	NOUN
gs-3245	142	8	of	of	ADP
gs-3245	142	9	data	data	NOUN
gs-3245	142	10	-	-	PUNCT
gs-3245	142	11	driven	drive	VERB
gs-3245	142	12	governance	governance	NOUN
gs-3245	142	13	worldwide	worldwide	ADV
gs-3245	142	14	:	:	PUNCT
gs-3245	142	15	estonia	estonia	PROPN
gs-3245	142	16	:	:	PUNCT
gs-3245	142	17	e	e	X
gs-3245	142	18	-	-	NOUN
gs-3245	142	19	government	government	NOUN
gs-3245	142	20	with	with	ADP
gs-3245	142	21	a	a	DET
gs-3245	142	22	transparent	transparent	ADJ
gs-3245	142	23	data	datum	NOUN
gs-3245	142	24	processing	processing	NOUN
gs-3245	142	25	system	system	NOUN
gs-3245	142	26	.	.	PUNCT
gs-3245	143	1	china	china	PROPN
gs-3245	143	2	:	:	PUNCT
gs-3245	144	1	utilization	utilization	NOUN
gs-3245	144	2	of	of	ADP
gs-3245	144	3	big	big	ADJ
gs-3245	144	4	data	datum	NOUN
gs-3245	144	5	and	and	CCONJ
gs-3245	144	6	ai	ai	VERB
gs-3245	144	7	to	to	PART
gs-3245	144	8	monitor	monitor	VERB
gs-3245	144	9	and	and	CCONJ
gs-3245	144	10	predict	predict	VERB
gs-3245	144	11	social	social	ADJ
gs-3245	144	12	behavior	behavior	NOUN
gs-3245	144	13	(	(	PUNCT
gs-3245	144	14	social	social	ADJ
gs-3245	144	15	credit	credit	NOUN
gs-3245	144	16	system	system	NOUN
gs-3245	144	17	)	)	PUNCT
gs-3245	144	18	.	.	PUNCT
gs-3245	145	1	singapore	singapore	PROPN
gs-3245	145	2	:	:	PUNCT
gs-3245	145	3	analytics	analytic	NOUN
gs-3245	145	4	for	for	ADP
gs-3245	145	5	forecasting	forecast	VERB
gs-3245	145	6	crime	crime	NOUN
gs-3245	145	7	growth	growth	NOUN
gs-3245	145	8	and	and	CCONJ
gs-3245	145	9	disaster	disaster	NOUN
gs-3245	145	10	prevention	prevention	NOUN
gs-3245	145	11	.	.	PUNCT
gs-3245	146	1	however	however	ADV
gs-3245	146	2	,	,	PUNCT
gs-3245	146	3	it	it	PRON
gs-3245	146	4	is	be	AUX
gs-3245	146	5	crucial	crucial	ADJ
gs-3245	146	6	to	to	PART
gs-3245	146	7	consider	consider	VERB
gs-3245	146	8	the	the	DET
gs-3245	146	9	cultural	cultural	ADJ
gs-3245	146	10	,	,	PUNCT
gs-3245	146	11	political	political	ADJ
gs-3245	146	12	,	,	PUNCT
gs-3245	146	13	and	and	CCONJ
gs-3245	146	14	legal	legal	ADJ
gs-3245	146	15	specificities	specificity	NOUN
gs-3245	146	16	of	of	ADP
gs-3245	146	17	each	each	DET
gs-3245	146	18	country	country	NOUN
gs-3245	146	19	.	.	PUNCT
gs-3245	147	1	how	how	SCONJ
gs-3245	147	2	universal	universal	ADJ
gs-3245	147	3	are	be	AUX
gs-3245	147	4	the	the	DET
gs-3245	147	5	models	model	NOUN
gs-3245	147	6	implemented	implement	VERB
gs-3245	147	7	in	in	ADP
gs-3245	147	8	other	other	ADJ
gs-3245	147	9	countries	country	NOUN
gs-3245	147	10	,	,	PUNCT
gs-3245	147	11	and	and	CCONJ
gs-3245	147	12	how	how	SCONJ
gs-3245	147	13	can	can	AUX
gs-3245	147	14	they	they	PRON
gs-3245	147	15	be	be	AUX
gs-3245	147	16	adapted	adapt	VERB
gs-3245	147	17	to	to	ADP
gs-3245	147	18	local	local	ADJ
gs-3245	147	19	conditions	condition	NOUN
gs-3245	147	20	?	?	PUNCT
gs-3245	148	1	georgian	georgian	NOUN
gs-3245	148	2	scientists/	scientists/	NUM
gs-3245	148	3	.	.	PUNCT
gs-3245	149	1	6	6	NUM
gs-3245	149	2	n	n	NUM
gs-3245	149	3	3	3	NUM
gs-3245	149	4	,	,	PUNCT
gs-3245	149	5	2024	2024	NUM
gs-3245	149	6	407	407	NUM
gs-3245	149	7	conclusion	conclusion	NOUN
gs-3245	149	8	decision	decision	NOUN
gs-3245	149	9	-	-	PUNCT
gs-3245	149	10	making	make	VERB
gs-3245	149	11	automation	automation	NOUN
gs-3245	149	12	in	in	ADP
gs-3245	149	13	public	public	ADJ
gs-3245	149	14	administration	administration	NOUN
gs-3245	149	15	offers	offer	VERB
gs-3245	149	16	significant	significant	ADJ
gs-3245	149	17	prospects	prospect	NOUN
gs-3245	149	18	for	for	ADP
gs-3245	149	19	improving	improve	VERB
gs-3245	149	20	efficiency	efficiency	NOUN
gs-3245	149	21	,	,	PUNCT
gs-3245	149	22	transparency	transparency	NOUN
gs-3245	149	23	,	,	PUNCT
gs-3245	149	24	and	and	CCONJ
gs-3245	149	25	accountability	accountability	NOUN
gs-3245	149	26	.	.	PUNCT
gs-3245	150	1	however	however	ADV
gs-3245	150	2	,	,	PUNCT
gs-3245	150	3	it	it	PRON
gs-3245	150	4	is	be	AUX
gs-3245	150	5	essential	essential	ADJ
gs-3245	150	6	to	to	PART
gs-3245	150	7	address	address	VERB
gs-3245	150	8	not	not	PART
gs-3245	150	9	only	only	ADV
gs-3245	150	10	technological	technological	ADJ
gs-3245	150	11	aspects	aspect	NOUN
gs-3245	150	12	but	but	CCONJ
gs-3245	150	13	also	also	ADV
gs-3245	150	14	ethical	ethical	ADJ
gs-3245	150	15	,	,	PUNCT
gs-3245	150	16	social	social	ADJ
gs-3245	150	17	,	,	PUNCT
gs-3245	150	18	and	and	CCONJ
gs-3245	150	19	organizational	organizational	ADJ
gs-3245	150	20	challenges	challenge	NOUN
gs-3245	150	21	.	.	PUNCT
gs-3245	151	1	a	a	DET
gs-3245	151	2	balanced	balanced	ADJ
gs-3245	151	3	approach	approach	NOUN
gs-3245	151	4	combining	combine	VERB
gs-3245	151	5	ai	ai	VERB
gs-3245	151	6	capabilities	capability	NOUN
gs-3245	151	7	with	with	ADP
gs-3245	151	8	human	human	ADJ
gs-3245	151	9	experience	experience	NOUN
gs-3245	151	10	can	can	AUX
gs-3245	151	11	help	help	VERB
gs-3245	151	12	build	build	VERB
gs-3245	151	13	a	a	DET
gs-3245	151	14	sustainable	sustainable	ADJ
gs-3245	151	15	and	and	CCONJ
gs-3245	151	16	fair	fair	ADJ
gs-3245	151	17	governance	governance	NOUN
gs-3245	151	18	system	system	NOUN
gs-3245	151	19	for	for	ADP
gs-3245	151	20	the	the	DET
gs-3245	151	21	benefit	benefit	NOUN
gs-3245	151	22	of	of	ADP
gs-3245	151	23	citizens	citizen	NOUN
gs-3245	151	24	.	.	PUNCT
gs-3245	152	1	humanity	humanity	NOUN
gs-3245	152	2	is	be	AUX
gs-3245	152	3	ceasing	cease	VERB
gs-3245	152	4	to	to	PART
gs-3245	152	5	reproduce	reproduce	VERB
gs-3245	152	6	and	and	CCONJ
gs-3245	152	7	faces	face	VERB
gs-3245	152	8	extinction	extinction	NOUN
gs-3245	152	9	,	,	PUNCT
gs-3245	152	10	much	much	ADV
gs-3245	152	11	like	like	ADP
gs-3245	152	12	the	the	DET
gs-3245	152	13	neanderthals	neanderthal	NOUN
gs-3245	152	14	.	.	PUNCT
gs-3245	153	1	progressive	progressive	ADJ
gs-3245	153	2	societies	society	NOUN
gs-3245	153	3	are	be	AUX
gs-3245	153	4	seeking	seek	VERB
gs-3245	153	5	solutions	solution	NOUN
gs-3245	153	6	through	through	ADP
gs-3245	153	7	technologies	technology	NOUN
gs-3245	153	8	for	for	ADP
gs-3245	153	9	unlimited	unlimited	ADJ
gs-3245	153	10	living	living	NOUN
gs-3245	153	11	space	space	NOUN
gs-3245	153	12	,	,	PUNCT
gs-3245	153	13	nutrition	nutrition	NOUN
gs-3245	153	14	,	,	PUNCT
gs-3245	153	15	health	health	NOUN
gs-3245	153	16	,	,	PUNCT
gs-3245	153	17	and	and	CCONJ
gs-3245	153	18	rejuvenation	rejuvenation	NOUN
gs-3245	153	19	.	.	PUNCT
gs-3245	154	1	while	while	SCONJ
gs-3245	154	2	issues	issue	NOUN
gs-3245	154	3	with	with	ADP
gs-3245	154	4	space	space	NOUN
gs-3245	154	5	,	,	PUNCT
gs-3245	154	6	food	food	NOUN
gs-3245	154	7	,	,	PUNCT
gs-3245	154	8	and	and	CCONJ
gs-3245	154	9	health	health	NOUN
gs-3245	154	10	are	be	AUX
gs-3245	154	11	nearly	nearly	ADV
gs-3245	154	12	solvable	solvable	ADJ
gs-3245	154	13	based	base	VERB
gs-3245	154	14	on	on	ADP
gs-3245	154	15	existing	exist	VERB
gs-3245	154	16	scientific	scientific	ADJ
gs-3245	154	17	and	and	CCONJ
gs-3245	154	18	technological	technological	ADJ
gs-3245	154	19	advances	advance	NOUN
gs-3245	154	20	,	,	PUNCT
gs-3245	154	21	eternal	eternal	ADJ
gs-3245	154	22	youth	youth	NOUN
gs-3245	154	23	remains	remain	VERB
gs-3245	154	24	a	a	DET
gs-3245	154	25	subject	subject	NOUN
gs-3245	154	26	of	of	ADP
gs-3245	154	27	debate	debate	NOUN
gs-3245	154	28	and	and	CCONJ
gs-3245	154	29	theoretical	theoretical	ADJ
gs-3245	154	30	exploration	exploration	NOUN
gs-3245	154	31	.	.	PUNCT
gs-3245	155	1	recently	recently	ADV
gs-3245	155	2	,	,	PUNCT
gs-3245	155	3	theoretical	theoretical	ADJ
gs-3245	155	4	research	research	NOUN
gs-3245	155	5	yielded	yield	VERB
gs-3245	155	6	an	an	DET
gs-3245	155	7	undeniable	undeniable	ADJ
gs-3245	155	8	logical	logical	ADJ
gs-3245	155	9	result	result	NOUN
gs-3245	155	10	:	:	PUNCT
gs-3245	155	11	aging	aging	NOUN
gs-3245	155	12	is	be	AUX
gs-3245	155	13	caused	cause	VERB
gs-3245	155	14	by	by	ADP
gs-3245	155	15	entropy	entropy	NOUN
gs-3245	155	16	accumulation	accumulation	NOUN
gs-3245	155	17	(	(	PUNCT
gs-3245	155	18	hayflick	hayflick	PROPN
gs-3245	155	19	,	,	PUNCT
gs-3245	155	20	2021	2021	NUM
gs-3245	155	21	)	)	PUNCT
gs-3245	155	22	,	,	PUNCT
gs-3245	155	23	specifically	specifically	ADV
gs-3245	155	24	due	due	ADP
gs-3245	155	25	to	to	ADP
gs-3245	155	26	the	the	DET
gs-3245	155	27	selective	selective	ADJ
gs-3245	155	28	accumulation	accumulation	NOUN
gs-3245	155	29	of	of	ADP
gs-3245	155	30	the	the	DET
gs-3245	155	31	oldest	old	ADJ
gs-3245	155	32	centrioles	centriole	NOUN
gs-3245	155	33	in	in	ADP
gs-3245	155	34	stem	stem	NOUN
gs-3245	155	35	cells	cell	NOUN
gs-3245	155	36	(	(	PUNCT
gs-3245	155	37	tkemaladze	tkemaladze	NOUN
gs-3245	155	38	et	et	PROPN
gs-3245	155	39	al	al	PROPN
gs-3245	155	40	.	.	PROPN
gs-3245	155	41	,	,	PUNCT
gs-3245	155	42	2001–2024	2001–2024	NUM
gs-3245	155	43	)	)	PUNCT
gs-3245	155	44	.	.	PUNCT
gs-3245	156	1	while	while	SCONJ
gs-3245	156	2	science	science	NOUN
gs-3245	156	3	works	work	VERB
gs-3245	156	4	on	on	ADP
gs-3245	156	5	turning	turn	VERB
gs-3245	156	6	this	this	DET
gs-3245	156	7	theoretical	theoretical	ADJ
gs-3245	156	8	achievement	achievement	NOUN
gs-3245	156	9	into	into	ADP
gs-3245	156	10	technology	technology	NOUN
gs-3245	156	11	,	,	PUNCT
gs-3245	156	12	society	society	NOUN
gs-3245	156	13	and	and	CCONJ
gs-3245	156	14	governments	government	NOUN
gs-3245	156	15	should	should	AUX
gs-3245	156	16	prepare	prepare	VERB
gs-3245	156	17	for	for	ADP
gs-3245	156	18	"	"	PUNCT
gs-3245	156	19	post	post	ADJ
gs-3245	156	20	-	-	NOUN
gs-3245	156	21	humans	human	NOUN
gs-3245	156	22	"	"	PUNCT
gs-3245	156	23	with	with	ADP
gs-3245	156	24	indefinite	indefinite	ADJ
gs-3245	156	25	lifespans	lifespan	NOUN
gs-3245	156	26	,	,	PUNCT
gs-3245	156	27	becoming	become	VERB
gs-3245	156	28	smarter	smart	ADJ
gs-3245	156	29	and	and	CCONJ
gs-3245	156	30	more	more	ADV
gs-3245	156	31	efficient	efficient	ADJ
gs-3245	156	32	.	.	PUNCT
gs-3245	157	1	the	the	DET
gs-3245	157	2	use	use	NOUN
gs-3245	157	3	of	of	ADP
gs-3245	157	4	technologies	technology	NOUN
gs-3245	157	5	for	for	ADP
gs-3245	157	6	total	total	ADJ
gs-3245	157	7	data	datum	NOUN
gs-3245	157	8	collection	collection	NOUN
gs-3245	157	9	and	and	CCONJ
gs-3245	157	10	processing	processing	NOUN
gs-3245	157	11	in	in	ADP
gs-3245	157	12	public	public	ADJ
gs-3245	157	13	administration	administration	NOUN
gs-3245	157	14	opens	open	VERB
gs-3245	157	15	new	new	ADJ
gs-3245	157	16	perspectives	perspective	NOUN
gs-3245	157	17	for	for	ADP
gs-3245	157	18	increasing	increase	VERB
gs-3245	157	19	efficiency	efficiency	NOUN
gs-3245	157	20	and	and	CCONJ
gs-3245	157	21	transparency	transparency	NOUN
gs-3245	157	22	.	.	PUNCT
gs-3245	158	1	evaluating	evaluate	VERB
gs-3245	158	2	officials	official	NOUN
gs-3245	158	3	based	base	VERB
gs-3245	158	4	on	on	ADP
gs-3245	158	5	objective	objective	ADJ
gs-3245	158	6	metrics	metric	NOUN
gs-3245	158	7	,	,	PUNCT
gs-3245	158	8	such	such	ADJ
gs-3245	158	9	as	as	ADP
gs-3245	158	10	life	life	NOUN
gs-3245	158	11	expectancy	expectancy	NOUN
gs-3245	158	12	,	,	PUNCT
gs-3245	158	13	birth	birth	NOUN
gs-3245	158	14	rates	rate	NOUN
gs-3245	158	15	,	,	PUNCT
gs-3245	158	16	and	and	CCONJ
gs-3245	158	17	violent	violent	ADJ
gs-3245	158	18	death	death	NOUN
gs-3245	158	19	rates	rate	NOUN
gs-3245	158	20	,	,	PUNCT
gs-3245	158	21	will	will	AUX
gs-3245	158	22	minimize	minimize	VERB
gs-3245	158	23	corruption	corruption	NOUN
gs-3245	158	24	and	and	CCONJ
gs-3245	158	25	improve	improve	VERB
gs-3245	158	26	governance	governance	NOUN
gs-3245	158	27	quality	quality	NOUN
gs-3245	158	28	.	.	PUNCT
gs-3245	159	1	interestingly	interestingly	ADV
gs-3245	159	2	,	,	PUNCT
gs-3245	159	3	the	the	DET
gs-3245	159	4	u.s	u.s	PROPN
gs-3245	159	5	.	.	PROPN
gs-3245	159	6	president	president	PROPN
gs-3245	159	7	elected	elect	VERB
gs-3245	159	8	in	in	ADP
gs-3245	159	9	2024	2024	NUM
gs-3245	159	10	,	,	PUNCT
gs-3245	159	11	donald	donald	PROPN
gs-3245	159	12	trump	trump	NOUN
gs-3245	159	13	,	,	PUNCT
gs-3245	159	14	plans	plan	VERB
gs-3245	159	15	to	to	PART
gs-3245	159	16	establish	establish	VERB
gs-3245	159	17	a	a	DET
gs-3245	159	18	department	department	NOUN
gs-3245	159	19	of	of	ADP
gs-3245	159	20	efficiency	efficiency	NOUN
gs-3245	159	21	,	,	PUNCT
gs-3245	159	22	with	with	ADP
gs-3245	159	23	elon	elon	PROPN
gs-3245	159	24	musk	musk	PROPN
gs-3245	159	25	as	as	ADP
gs-3245	159	26	its	its	PRON
gs-3245	159	27	leader	leader	NOUN
gs-3245	159	28	(	(	PUNCT
gs-3245	159	29	trotta	trotta	NOUN
gs-3245	159	30	,	,	PUNCT
gs-3245	159	31	2024	2024	NUM
gs-3245	159	32	)	)	PUNCT
gs-3245	159	33	.	.	PUNCT
gs-3245	160	1	trump	trump	NOUN
gs-3245	160	2	also	also	ADV
gs-3245	160	3	intends	intend	VERB
gs-3245	160	4	to	to	PART
gs-3245	160	5	appoint	appoint	VERB
gs-3245	160	6	jim	jim	PROPN
gs-3245	160	7	o’neill	o’neill	PROPN
gs-3245	160	8	,	,	PUNCT
gs-3245	160	9	former	former	ADJ
gs-3245	160	10	president	president	NOUN
gs-3245	160	11	of	of	ADP
gs-3245	160	12	the	the	DET
gs-3245	160	13	sens	sens	PROPN
gs-3245	160	14	research	research	PROPN
gs-3245	160	15	foundation	foundation	PROPN
gs-3245	160	16	,	,	PUNCT
gs-3245	160	17	as	as	ADP
gs-3245	160	18	secretary	secretary	NOUN
gs-3245	160	19	of	of	ADP
gs-3245	160	20	health	health	PROPN
gs-3245	160	21	(	(	PUNCT
gs-3245	160	22	garth	garth	NOUN
gs-3245	160	23	,	,	PUNCT
gs-3245	160	24	2024	2024	NUM
gs-3245	160	25	)	)	PUNCT
gs-3245	160	26	.	.	PUNCT
gs-3245	161	1	this	this	DET
gs-3245	161	2	appointment	appointment	NOUN
gs-3245	161	3	may	may	AUX
gs-3245	161	4	reflect	reflect	VERB
gs-3245	161	5	the	the	DET
gs-3245	161	6	emphasis	emphasis	NOUN
gs-3245	161	7	on	on	ADP
gs-3245	161	8	increasing	increase	VERB
gs-3245	161	9	life	life	NOUN
gs-3245	161	10	expectancy	expectancy	NOUN
gs-3245	161	11	as	as	ADP
gs-3245	161	12	a	a	DET
gs-3245	161	13	measure	measure	NOUN
gs-3245	161	14	of	of	ADP
gs-3245	161	15	government	government	NOUN
gs-3245	161	16	officials	official	NOUN
gs-3245	161	17	'	'	PART
gs-3245	161	18	effectiveness	effectiveness	NOUN
gs-3245	161	19	.	.	PUNCT
gs-3245	162	1	the	the	DET
gs-3245	162	2	future	future	NOUN
gs-3245	162	3	of	of	ADP
gs-3245	162	4	governance	governance	NOUN
gs-3245	162	5	lies	lie	VERB
gs-3245	162	6	in	in	ADP
gs-3245	162	7	integrating	integrating	NOUN
gs-3245	162	8	technologies	technology	NOUN
gs-3245	162	9	and	and	CCONJ
gs-3245	162	10	objective	objective	ADJ
gs-3245	162	11	data	datum	NOUN
gs-3245	162	12	into	into	ADP
gs-3245	162	13	decision	decision	NOUN
gs-3245	162	14	-	-	PUNCT
gs-3245	162	15	making	make	VERB
gs-3245	162	16	processes	process	NOUN
gs-3245	162	17	,	,	PUNCT
gs-3245	162	18	extending	extend	VERB
gs-3245	162	19	human	human	ADJ
gs-3245	162	20	competence	competence	NOUN
gs-3245	162	21	beyond	beyond	ADP
gs-3245	162	22	ai	ai	VERB
gs-3245	162	23	through	through	ADP
gs-3245	162	24	enhanced	enhance	VERB
gs-3245	162	25	life	life	NOUN
gs-3245	162	26	quality	quality	NOUN
gs-3245	162	27	and	and	CCONJ
gs-3245	162	28	longevity	longevity	NOUN
gs-3245	162	29	.	.	PUNCT
gs-3245	163	1	references	reference	NOUN
gs-3245	163	2	:	:	PUNCT
gs-3245	163	3	1	1	X
gs-3245	163	4	.	.	X
gs-3245	163	5	chichinadze	chichinadze	PROPN
gs-3245	163	6	,	,	PUNCT
gs-3245	163	7	k.	k.	PROPN
gs-3245	163	8	,	,	PUNCT
gs-3245	163	9	lazarashvili	lazarashvili	PROPN
gs-3245	163	10	,	,	PUNCT
gs-3245	163	11	a.	a.	PROPN
gs-3245	163	12	,	,	PUNCT
gs-3245	163	13	&	&	CCONJ
gs-3245	163	14	tkemaladze	tkemaladze	PROPN
gs-3245	163	15	,	,	PUNCT
gs-3245	163	16	j.	j.	PROPN
gs-3245	163	17	(	(	PUNCT
gs-3245	163	18	2013	2013	NUM
gs-3245	163	19	)	)	PUNCT
gs-3245	163	20	.	.	PUNCT
gs-3245	164	1	rna	rna	NOUN
gs-3245	164	2	in	in	ADP
gs-3245	164	3	centrosomes	centrosome	NOUN
gs-3245	164	4	:	:	PUNCT
gs-3245	164	5	structure	structure	NOUN
gs-3245	164	6	and	and	CCONJ
gs-3245	164	7	possible	possible	ADJ
gs-3245	164	8	functions	function	NOUN
gs-3245	164	9	.	.	PUNCT
gs-3245	165	1	protoplasma	protoplasma	NOUN
gs-3245	165	2	,	,	PUNCT
gs-3245	165	3	250(1	250(1	NUM
gs-3245	165	4	)	)	PUNCT
gs-3245	165	5	,	,	PUNCT
gs-3245	165	6	397	397	NUM
gs-3245	165	7	-	-	SYM
gs-3245	165	8	405	405	NUM
gs-3245	165	9	.	.	PUNCT
gs-3245	166	1	2	2	X
gs-3245	166	2	.	.	X
gs-3245	166	3	chichinadze	chichinadze	PROPN
gs-3245	166	4	,	,	PUNCT
gs-3245	166	5	k.	k.	PROPN
gs-3245	166	6	,	,	PUNCT
gs-3245	166	7	tkemaladze	tkemaladze	PROPN
gs-3245	166	8	,	,	PUNCT
gs-3245	166	9	j.	j.	PROPN
gs-3245	166	10	,	,	PUNCT
gs-3245	166	11	&	&	CCONJ
gs-3245	166	12	lazarashvili	lazarashvili	PROPN
gs-3245	166	13	,	,	PUNCT
gs-3245	166	14	a.	a.	NOUN
gs-3245	166	15	(	(	PUNCT
gs-3245	166	16	2012	2012	NUM
gs-3245	166	17	)	)	PUNCT
gs-3245	166	18	.	.	PUNCT
gs-3245	167	1	a	a	DET
gs-3245	167	2	new	new	ADJ
gs-3245	167	3	class	class	NOUN
gs-3245	167	4	of	of	ADP
gs-3245	167	5	rnas	rna	NOUN
gs-3245	167	6	and	and	CCONJ
gs-3245	167	7	the	the	DET
gs-3245	167	8	centrosomal	centrosomal	ADJ
gs-3245	167	9	hypothesis	hypothesis	NOUN
gs-3245	167	10	of	of	ADP
gs-3245	167	11	cell	cell	NOUN
gs-3245	167	12	aging	aging	NOUN
gs-3245	167	13	.	.	PUNCT
gs-3245	168	1	advances	advance	NOUN
gs-3245	168	2	in	in	ADP
gs-3245	168	3	gerontology	gerontology	NOUN
gs-3245	168	4	,	,	PUNCT
gs-3245	168	5	2(4	2(4	NUM
gs-3245	168	6	)	)	PUNCT
gs-3245	168	7	,	,	PUNCT
gs-3245	168	8	287	287	NUM
gs-3245	168	9	-	-	SYM
gs-3245	168	10	291	291	NUM
gs-3245	168	11	.	.	PUNCT
gs-3245	169	1	3	3	X
gs-3245	169	2	.	.	X
gs-3245	169	3	chichinadze	chichinadze	PROPN
gs-3245	169	4	,	,	PUNCT
gs-3245	169	5	k.	k.	PROPN
gs-3245	169	6	,	,	PUNCT
gs-3245	169	7	tkemaladze	tkemaladze	PROPN
gs-3245	169	8	,	,	PUNCT
gs-3245	169	9	j.	j.	PROPN
gs-3245	169	10	,	,	PUNCT
gs-3245	169	11	&	&	CCONJ
gs-3245	169	12	lazarashvili	lazarashvili	PROPN
gs-3245	169	13	,	,	PUNCT
gs-3245	169	14	a.	a.	NOUN
gs-3245	169	15	(	(	PUNCT
gs-3245	169	16	2012	2012	NUM
gs-3245	169	17	)	)	PUNCT
gs-3245	169	18	.	.	PUNCT
gs-3245	170	1	discovery	discovery	NOUN
gs-3245	170	2	of	of	ADP
gs-3245	170	3	centrosomal	centrosomal	ADJ
gs-3245	170	4	rna	rna	NOUN
gs-3245	170	5	and	and	CCONJ
gs-3245	170	6	centrosomal	centrosomal	ADJ
gs-3245	170	7	hypothesis	hypothesis	NOUN
gs-3245	170	8	of	of	ADP
gs-3245	170	9	cellular	cellular	ADJ
gs-3245	170	10	ageing	ageing	NOUN
gs-3245	170	11	and	and	CCONJ
gs-3245	170	12	differentiation	differentiation	NOUN
gs-3245	170	13	.	.	PUNCT
gs-3245	171	1	nucleosides	nucleoside	NOUN
gs-3245	171	2	,	,	PUNCT
gs-3245	171	3	nucleotides	nucleotide	NOUN
gs-3245	171	4	and	and	CCONJ
gs-3245	171	5	nucleic	nucleic	ADJ
gs-3245	171	6	acids	acid	NOUN
gs-3245	171	7	,	,	PUNCT
gs-3245	171	8	31(3	31(3	NUM
gs-3245	171	9	)	)	PUNCT
gs-3245	171	10	,	,	PUNCT
gs-3245	171	11	172	172	NUM
gs-3245	171	12	-	-	SYM
gs-3245	171	13	183	183	NUM
gs-3245	171	14	.	.	PUNCT
gs-3245	172	1	4	4	NUM
gs-3245	172	2	.	.	X
gs-3245	172	3	chichinadze	chichinadze	PROPN
gs-3245	172	4	,	,	PUNCT
gs-3245	172	5	k.	k.	PROPN
gs-3245	172	6	,	,	PUNCT
gs-3245	172	7	tkemaladze	tkemaladze	PROPN
gs-3245	172	8	,	,	PUNCT
gs-3245	172	9	d.	d.	PROPN
gs-3245	172	10	,	,	PUNCT
gs-3245	172	11	&	&	CCONJ
gs-3245	172	12	lazarashvili	lazarashvili	PROPN
gs-3245	172	13	,	,	PUNCT
gs-3245	172	14	a.	a.	NOUN
gs-3245	172	15	(	(	PUNCT
gs-3245	172	16	2012	2012	NUM
gs-3245	172	17	)	)	PUNCT
gs-3245	172	18	.	.	PUNCT
gs-3245	173	1	new	new	ADJ
gs-3245	173	2	class	class	NOUN
gs-3245	173	3	of	of	ADP
gs-3245	173	4	rna	rna	PROPN
gs-3245	173	5	and	and	CCONJ
gs-3245	173	6	centrosomal	centrosomal	ADJ
gs-3245	173	7	hypothesis	hypothesis	NOUN
gs-3245	173	8	of	of	ADP
gs-3245	173	9	cell	cell	NOUN
gs-3245	173	10	aging	aging	NOUN
gs-3245	173	11	.	.	PUNCT
gs-3245	174	1	advances	advance	NOUN
gs-3245	174	2	in	in	ADP
gs-3245	174	3	gerontology=	gerontology=	NUM
gs-3245	174	4	uspekhi	uspekhi	PROPN
gs-3245	174	5	gerontologii	gerontologii	NOUN
gs-3245	174	6	,	,	PUNCT
gs-3245	174	7	25(1	25(1	NUM
gs-3245	174	8	)	)	PUNCT
gs-3245	174	9	,	,	PUNCT
gs-3245	174	10	23	23	NUM
gs-3245	174	11	-	-	SYM
gs-3245	174	12	28	28	NUM
gs-3245	174	13	.	.	PUNCT
gs-3245	175	1	5	5	NUM
gs-3245	175	2	.	.	X
gs-3245	175	3	chichinadze	chichinadze	PROPN
gs-3245	175	4	,	,	PUNCT
gs-3245	175	5	k.	k.	PROPN
gs-3245	175	6	n.	n.	PROPN
gs-3245	175	7	,	,	PUNCT
gs-3245	175	8	&	&	CCONJ
gs-3245	175	9	tkemaladze	tkemaladze	PROPN
gs-3245	175	10	,	,	PUNCT
gs-3245	175	11	d.	d.	PROPN
gs-3245	175	12	v.	v.	PROPN
gs-3245	175	13	(	(	PUNCT
gs-3245	175	14	2008	2008	NUM
gs-3245	175	15	)	)	PUNCT
gs-3245	175	16	.	.	PUNCT
gs-3245	176	1	centrosomal	centrosomal	ADJ
gs-3245	176	2	hypothesis	hypothesis	NOUN
gs-3245	176	3	of	of	ADP
gs-3245	176	4	cellular	cellular	ADJ
gs-3245	176	5	aging	aging	NOUN
gs-3245	176	6	and	and	CCONJ
gs-3245	176	7	differentiation	differentiation	NOUN
gs-3245	176	8	.	.	PUNCT
gs-3245	177	1	advances	advance	NOUN
gs-3245	177	2	in	in	ADP
gs-3245	177	3	gerontology=	gerontology=	NUM
gs-3245	177	4	uspekhi	uspekhi	PROPN
gs-3245	177	5	gerontologii	gerontologii	NOUN
gs-3245	177	6	,	,	PUNCT
gs-3245	177	7	21(3	21(3	NUM
gs-3245	177	8	)	)	PUNCT
gs-3245	177	9	,	,	PUNCT
gs-3245	177	10	367	367	NUM
gs-3245	177	11	-	-	SYM
gs-3245	177	12	371	371	NUM
gs-3245	177	13	.	.	PUNCT
gs-3245	178	1	georgian	georgian	NOUN
gs-3245	178	2	scientists/	scientists/	NUM
gs-3245	178	3	.	.	PUNCT
gs-3245	179	1	6	6	NUM
gs-3245	179	2	n	n	NUM
gs-3245	179	3	3	3	NUM
gs-3245	179	4	,	,	PUNCT
gs-3245	179	5	2024	2024	NUM
gs-3245	179	6	408	408	NUM
gs-3245	179	7	6	6	NUM
gs-3245	179	8	.	.	PUNCT
gs-3245	179	9	garth	garth	PROPN
gs-3245	179	10	e.	e.	PROPN
gs-3245	179	11	(	(	PUNCT
gs-3245	179	12	2024	2024	NUM
gs-3245	179	13	)	)	PUNCT
gs-3245	179	14	.	.	PUNCT
gs-3245	180	1	trump	trump	NOUN
gs-3245	180	2	nominates	nominate	NOUN
gs-3245	180	3	jim	jim	PROPN
gs-3245	180	4	o’neill	o’neill	PROPN
gs-3245	180	5	as	as	ADP
gs-3245	180	6	deputy	deputy	NOUN
gs-3245	180	7	secretary	secretary	NOUN
gs-3245	180	8	of	of	ADP
gs-3245	180	9	health	health	PROPN
gs-3245	180	10	.	.	PUNCT
gs-3245	181	1	https://longevity.technology/news/trump-nominates-jim-oneill-as-deputy-secretary-ofhealth/	https://longevity.technology/news/trump-nominates-jim-oneill-as-deputy-secretary-ofhealth/	NOUN
gs-3245	181	2	7	7	NUM
gs-3245	181	3	.	.	PUNCT
gs-3245	181	4	hayflick	hayflick	PROPN
gs-3245	181	5	,	,	PUNCT
gs-3245	181	6	l.	l.	PROPN
gs-3245	181	7	(	(	PUNCT
gs-3245	181	8	2021	2021	NUM
gs-3245	181	9	)	)	PUNCT
gs-3245	181	10	.	.	PUNCT
gs-3245	182	1	the	the	DET
gs-3245	182	2	greatest	great	ADJ
gs-3245	182	3	risk	risk	NOUN
gs-3245	182	4	factor	factor	NOUN
gs-3245	182	5	for	for	ADP
gs-3245	182	6	the	the	DET
gs-3245	182	7	leading	lead	VERB
gs-3245	182	8	cause	cause	NOUN
gs-3245	182	9	of	of	ADP
gs-3245	182	10	death	death	NOUN
gs-3245	182	11	is	be	AUX
gs-3245	182	12	ignored	ignore	VERB
gs-3245	182	13	.	.	PUNCT
gs-3245	183	1	biogerontology	biogerontology	NOUN
gs-3245	183	2	,	,	PUNCT
gs-3245	183	3	22(1	22(1	NUM
gs-3245	183	4	)	)	PUNCT
gs-3245	183	5	,	,	PUNCT
gs-3245	183	6	133	133	NUM
gs-3245	183	7	-	-	SYM
gs-3245	183	8	141	141	NUM
gs-3245	183	9	.	.	PUNCT
gs-3245	183	10	8	8	NUM
gs-3245	183	11	.	.	PUNCT
gs-3245	184	1	jaba	jaba	PROPN
gs-3245	184	2	,	,	PUNCT
gs-3245	184	3	t.	t.	PROPN
gs-3245	184	4	(	(	PUNCT
gs-3245	184	5	2022	2022	NUM
gs-3245	184	6	)	)	PUNCT
gs-3245	184	7	.	.	PUNCT
gs-3245	185	1	dasatinib	dasatinib	NOUN
gs-3245	185	2	and	and	CCONJ
gs-3245	185	3	quercetin	quercetin	NOUN
gs-3245	185	4	:	:	PUNCT
gs-3245	185	5	short	short	ADJ
gs-3245	185	6	-	-	PUNCT
gs-3245	185	7	term	term	NOUN
gs-3245	185	8	simultaneous	simultaneous	ADJ
gs-3245	185	9	administration	administration	NOUN
gs-3245	185	10	yields	yield	VERB
gs-3245	185	11	senolytic	senolytic	ADJ
gs-3245	185	12	effect	effect	NOUN
gs-3245	185	13	in	in	ADP
gs-3245	185	14	humans	human	NOUN
gs-3245	185	15	.	.	PUNCT
gs-3245	186	1	issues	issue	NOUN
gs-3245	186	2	and	and	CCONJ
gs-3245	186	3	developments	development	NOUN
gs-3245	186	4	in	in	ADP
gs-3245	186	5	medicine	medicine	NOUN
gs-3245	186	6	and	and	CCONJ
gs-3245	186	7	medical	medical	ADJ
gs-3245	186	8	research	research	NOUN
gs-3245	186	9	vol	vol	NOUN
gs-3245	186	10	.	.	PROPN
gs-3245	186	11	2	2	NUM
gs-3245	186	12	,	,	PUNCT
gs-3245	186	13	22	22	NUM
gs-3245	186	14	-	-	SYM
gs-3245	186	15	31	31	NUM
gs-3245	186	16	.	.	PUNCT
gs-3245	187	1	9	9	X
gs-3245	187	2	.	.	X
gs-3245	187	3	kipshidze	kipshidze	PROPN
gs-3245	187	4	,	,	PUNCT
gs-3245	187	5	m.	m.	NOUN
gs-3245	187	6	,	,	PUNCT
gs-3245	187	7	&	&	CCONJ
gs-3245	187	8	tkemaladze	tkemaladze	PROPN
gs-3245	187	9	,	,	PUNCT
gs-3245	187	10	j.	j.	PROPN
gs-3245	187	11	(	(	PUNCT
gs-3245	187	12	2024	2024	NUM
gs-3245	187	13	)	)	PUNCT
gs-3245	187	14	.	.	PUNCT
gs-3245	188	1	abastumani	abastumani	PROPN
gs-3245	188	2	resort	resort	NOUN
gs-3245	188	3	:	:	PUNCT
gs-3245	188	4	balneological	balneological	ADJ
gs-3245	188	5	heritage	heritage	NOUN
gs-3245	188	6	and	and	CCONJ
gs-3245	188	7	modern	modern	ADJ
gs-3245	188	8	potential	potential	NOUN
gs-3245	188	9	.	.	PUNCT
gs-3245	189	1	junior	junior	ADJ
gs-3245	189	2	researchers	researcher	NOUN
gs-3245	189	3	,	,	PUNCT
gs-3245	189	4	2(2	2(2	NUM
gs-3245	189	5	)	)	PUNCT
gs-3245	189	6	,	,	PUNCT
gs-3245	189	7	126–134	126–134	NUM
gs-3245	189	8	.	.	PUNCT
gs-3245	190	1	doi	doi	NOUN
gs-3245	190	2	:	:	PUNCT
gs-3245	190	3	https://doi.org/10.52340/jr.2024.02.02.12	https://doi.org/10.52340/jr.2024.02.02.12	PROPN
gs-3245	190	4	10	10	NUM
gs-3245	190	5	.	.	PUNCT
gs-3245	191	1	kipshidze	kipshidze	PROPN
gs-3245	191	2	,	,	PUNCT
gs-3245	191	3	m.	m.	NOUN
gs-3245	191	4	,	,	PUNCT
gs-3245	191	5	&	&	CCONJ
gs-3245	191	6	tkemaladze	tkemaladze	PROPN
gs-3245	191	7	,	,	PUNCT
gs-3245	191	8	j.	j.	PROPN
gs-3245	191	9	(	(	PUNCT
gs-3245	191	10	2024	2024	NUM
gs-3245	191	11	)	)	PUNCT
gs-3245	191	12	.	.	PUNCT
gs-3245	191	13	microelementoses	microelementose	VERB
gs-3245	191	14	history	history	NOUN
gs-3245	191	15	and	and	CCONJ
gs-3245	191	16	current	current	ADJ
gs-3245	191	17	status	status	NOUN
gs-3245	191	18	.	.	PUNCT
gs-3245	192	1	junior	junior	ADJ
gs-3245	192	2	researchers	researcher	NOUN
gs-3245	192	3	,	,	PUNCT
gs-3245	192	4	2(2	2(2	NUM
gs-3245	192	5	)	)	PUNCT
gs-3245	192	6	,	,	PUNCT
gs-3245	192	7	108–125	108–125	NUM
gs-3245	192	8	.	.	PUNCT
gs-3245	193	1	doi	doi	NOUN
gs-3245	193	2	:	:	PUNCT
gs-3245	193	3	https://doi.org/10.52340/jr.2024.02.02.11	https://doi.org/10.52340/jr.2024.02.02.11	NOUN
gs-3245	193	4	11	11	NUM
gs-3245	193	5	.	.	PUNCT
gs-3245	194	1	kipshidze	kipshidze	PROPN
gs-3245	194	2	,	,	PUNCT
gs-3245	194	3	m.	m.	NOUN
gs-3245	194	4	,	,	PUNCT
gs-3245	194	5	&	&	CCONJ
gs-3245	194	6	tkemaladze	tkemaladze	PROPN
gs-3245	194	7	,	,	PUNCT
gs-3245	194	8	j.	j.	PROPN
gs-3245	194	9	(	(	PUNCT
gs-3245	194	10	2023	2023	NUM
gs-3245	194	11	)	)	PUNCT
gs-3245	194	12	.	.	PUNCT
gs-3245	195	1	the	the	DET
gs-3245	195	2	planaria	planaria	PROPN
gs-3245	195	3	schmidtea	schmidtea	PROPN
gs-3245	195	4	mediterranea	mediterranea	PROPN
gs-3245	195	5	as	as	ADP
gs-3245	195	6	a	a	DET
gs-3245	195	7	model	model	NOUN
gs-3245	195	8	system	system	NOUN
gs-3245	195	9	for	for	ADP
gs-3245	195	10	the	the	DET
gs-3245	195	11	study	study	NOUN
gs-3245	195	12	of	of	ADP
gs-3245	195	13	stem	stem	NOUN
gs-3245	195	14	cell	cell	NOUN
gs-3245	195	15	biology	biology	NOUN
gs-3245	195	16	.	.	PUNCT
gs-3245	196	1	junior	junior	ADJ
gs-3245	196	2	researchers	researcher	NOUN
gs-3245	196	3	,	,	PUNCT
gs-3245	196	4	1(1	1(1	NUM
gs-3245	196	5	)	)	PUNCT
gs-3245	196	6	,	,	PUNCT
gs-3245	196	7	194–218	194–218	NUM
gs-3245	196	8	.	.	PUNCT
gs-3245	197	1	doi	doi	NOUN
gs-3245	197	2	:	:	PUNCT
gs-3245	197	3	https://doi.org/10.52340/2023.01.01.20	https://doi.org/10.52340/2023.01.01.20	PROPN
gs-3245	197	4	12	12	NUM
gs-3245	197	5	.	.	PUNCT
gs-3245	198	1	kipshidze	kipshidze	PROPN
gs-3245	198	2	,	,	PUNCT
gs-3245	198	3	m.	m.	NOUN
gs-3245	198	4	,	,	PUNCT
gs-3245	198	5	&	&	CCONJ
gs-3245	198	6	tkemaladze	tkemaladze	PROPN
gs-3245	198	7	,	,	PUNCT
gs-3245	198	8	j.	j.	PROPN
gs-3245	198	9	(	(	PUNCT
gs-3245	198	10	2023	2023	NUM
gs-3245	198	11	)	)	PUNCT
gs-3245	198	12	.	.	PUNCT
gs-3245	199	1	comparative	comparative	ADJ
gs-3245	199	2	analysis	analysis	NOUN
gs-3245	199	3	of	of	ADP
gs-3245	199	4	drugs	drug	NOUN
gs-3245	199	5	that	that	PRON
gs-3245	199	6	improve	improve	VERB
gs-3245	199	7	the	the	DET
gs-3245	199	8	quality	quality	NOUN
gs-3245	199	9	of	of	ADP
gs-3245	199	10	life	life	NOUN
gs-3245	199	11	and	and	CCONJ
gs-3245	199	12	life	life	NOUN
gs-3245	199	13	expectancy	expectancy	NOUN
gs-3245	199	14	.	.	PUNCT
gs-3245	200	1	junior	junior	ADJ
gs-3245	200	2	researchers	researcher	NOUN
gs-3245	200	3	,	,	PUNCT
gs-3245	200	4	1(1	1(1	NUM
gs-3245	200	5	)	)	PUNCT
gs-3245	200	6	,	,	PUNCT
gs-3245	200	7	184–193	184–193	NUM
gs-3245	200	8	.	.	PUNCT
gs-3245	201	1	doi	doi	NOUN
gs-3245	201	2	:	:	PUNCT
gs-3245	201	3	https://doi.org/10.52340/2023.01.01.19	https://doi.org/10.52340/2023.01.01.19	PROPN
gs-3245	201	4	13	13	NUM
gs-3245	201	5	.	.	PUNCT
gs-3245	202	1	kipshidze	kipshidze	PROPN
gs-3245	202	2	,	,	PUNCT
gs-3245	202	3	m.	m.	NOUN
gs-3245	202	4	,	,	PUNCT
gs-3245	202	5	&	&	CCONJ
gs-3245	202	6	tkemaladze	tkemaladze	PROPN
gs-3245	202	7	,	,	PUNCT
gs-3245	202	8	j.	j.	PROPN
gs-3245	202	9	(	(	PUNCT
gs-3245	202	10	2024	2024	NUM
gs-3245	202	11	)	)	PUNCT
gs-3245	202	12	.	.	PUNCT
gs-3245	203	1	balneology	balneology	NOUN
gs-3245	203	2	in	in	ADP
gs-3245	203	3	georgia	georgia	PROPN
gs-3245	203	4	:	:	PUNCT
gs-3245	203	5	traditions	tradition	NOUN
gs-3245	203	6	and	and	CCONJ
gs-3245	203	7	modern	modern	ADJ
gs-3245	203	8	situation	situation	NOUN
gs-3245	203	9	.	.	PUNCT
gs-3245	204	1	junior	junior	ADJ
gs-3245	204	2	researchers	researcher	NOUN
gs-3245	204	3	,	,	PUNCT
gs-3245	204	4	2(2	2(2	NUM
gs-3245	204	5	)	)	PUNCT
gs-3245	204	6	,	,	PUNCT
gs-3245	204	7	78–97	78–97	NUM
gs-3245	204	8	.	.	PUNCT
gs-3245	205	1	doi	doi	NOUN
gs-3245	205	2	:	:	PUNCT
gs-3245	205	3	https://doi.org/10.52340/jr.2024.02.02.09	https://doi.org/10.52340/jr.2024.02.02.09	PROPN
gs-3245	205	4	14	14	NUM
gs-3245	205	5	.	.	PUNCT
gs-3245	206	1	lezhava	lezhava	NOUN
gs-3245	206	2	,	,	PUNCT
gs-3245	206	3	t.	t.	PROPN
gs-3245	206	4	,	,	PUNCT
gs-3245	206	5	monaselidze	monaselidze	PROPN
gs-3245	206	6	,	,	PUNCT
gs-3245	206	7	j.	j.	PROPN
gs-3245	206	8	,	,	PUNCT
gs-3245	206	9	jokhadze	jokhadze	PROPN
gs-3245	206	10	,	,	PUNCT
gs-3245	206	11	t.	t.	PROPN
gs-3245	206	12	,	,	PUNCT
gs-3245	206	13	kakauridze	kakauridze	PROPN
gs-3245	206	14	,	,	PUNCT
gs-3245	206	15	n.	n.	NOUN
gs-3245	206	16	,	,	PUNCT
gs-3245	206	17	khodeli	khodeli	PROPN
gs-3245	206	18	,	,	PUNCT
gs-3245	206	19	n.	n.	PROPN
gs-3245	206	20	,	,	PUNCT
gs-3245	206	21	rogava	rogava	NOUN
gs-3245	206	22	,	,	PUNCT
gs-3245	206	23	m.	m.	NOUN
gs-3245	206	24	,	,	PUNCT
gs-3245	206	25	tkemaladze	tkemaladze	PROPN
gs-3245	206	26	,	,	PUNCT
gs-3245	206	27	j.	j.	PROPN
gs-3245	206	28	,	,	PUNCT
gs-3245	206	29	...	...	PUNCT
gs-3245	206	30	&	&	CCONJ
gs-3245	206	31	gaiozishvili	gaiozishvili	PROPN
gs-3245	206	32	,	,	PUNCT
gs-3245	206	33	m.	m.	NOUN
gs-3245	206	34	(	(	PUNCT
gs-3245	206	35	2011	2011	NUM
gs-3245	206	36	)	)	PUNCT
gs-3245	206	37	.	.	PUNCT
gs-3245	207	1	gerontology	gerontology	NOUN
gs-3245	207	2	research	research	NOUN
gs-3245	207	3	in	in	ADP
gs-3245	207	4	georgia	georgia	PROPN
gs-3245	207	5	.	.	PUNCT
gs-3245	208	1	biogerontology	biogerontology	PROPN
gs-3245	208	2	,	,	PUNCT
gs-3245	208	3	12	12	NUM
gs-3245	208	4	,	,	PUNCT
gs-3245	208	5	87	87	NUM
gs-3245	208	6	-	-	SYM
gs-3245	208	7	91	91	NUM
gs-3245	208	8	.	.	PUNCT
gs-3245	209	1	doi	doi	NOUN
gs-3245	209	2	:	:	PUNCT
gs-3245	209	3	10.1007	10.1007	NUM
gs-3245	209	4	/	/	SYM
gs-3245	209	5	s10522	s10522	NOUN
gs-3245	209	6	-	-	PUNCT
gs-3245	209	7	010	010	NUM
gs-3245	209	8	-	-	PUNCT
gs-3245	209	9	9283	9283	NUM
gs-3245	209	10	-	-	PUNCT
gs-3245	209	11	6	6	NUM
gs-3245	209	12	.	.	PUNCT
gs-3245	210	1	epub	epub	NOUN
gs-3245	210	2	2010	2010	NUM
gs-3245	210	3	may	may	PROPN
gs-3245	210	4	18	18	NUM
gs-3245	210	5	.	.	PUNCT
gs-3245	211	1	pmid	pmid	NOUN
gs-3245	211	2	:	:	PUNCT
gs-3245	211	3	20480236	20480236	NUM
gs-3245	211	4	;	;	PUNCT
gs-3245	211	5	pmcid	pmcid	ADJ
gs-3245	211	6	:	:	PUNCT
gs-3245	211	7	pmc3063552	pmc3063552	NOUN
gs-3245	211	8	15	15	NUM
gs-3245	211	9	.	.	PUNCT
gs-3245	212	1	matsaberidze	matsaberidze	PROPN
gs-3245	212	2	,	,	PUNCT
gs-3245	212	3	m.	m.	NOUN
gs-3245	212	4	,	,	PUNCT
gs-3245	212	5	prangishvili	prangishvili	NOUN
gs-3245	212	6	,	,	PUNCT
gs-3245	212	7	a.	a.	NOUN
gs-3245	212	8	,	,	PUNCT
gs-3245	212	9	gasitashvili	gasitashvili	PROPN
gs-3245	212	10	,	,	PUNCT
gs-3245	212	11	z.	z.	PROPN
gs-3245	212	12	,	,	PUNCT
gs-3245	212	13	chichinadze	chichinadze	PROPN
gs-3245	212	14	,	,	PUNCT
gs-3245	212	15	k.	k.	PROPN
gs-3245	212	16	,	,	PUNCT
gs-3245	212	17	&	&	CCONJ
gs-3245	212	18	tkemaladze	tkemaladze	PROPN
gs-3245	212	19	,	,	PUNCT
gs-3245	212	20	j.	j.	PROPN
gs-3245	212	21	(	(	PUNCT
gs-3245	212	22	2017	2017	NUM
gs-3245	212	23	)	)	PUNCT
gs-3245	212	24	.	.	PUNCT
gs-3245	213	1	to	to	ADP
gs-3245	213	2	topology	topology	NOUN
gs-3245	213	3	of	of	ADP
gs-3245	213	4	anti	anti	ADJ
gs-3245	213	5	-	-	ADJ
gs-3245	213	6	terrorist	terrorist	ADJ
gs-3245	213	7	and	and	CCONJ
gs-3245	213	8	anti	anti	ADJ
gs-3245	213	9	-	-	ADJ
gs-3245	213	10	criminal	criminal	ADJ
gs-3245	213	11	technology	technology	NOUN
gs-3245	213	12	for	for	ADP
gs-3245	213	13	educational	educational	ADJ
gs-3245	213	14	programs	program	NOUN
gs-3245	213	15	.	.	PUNCT
gs-3245	214	1	international	international	ADJ
gs-3245	214	2	journal	journal	PROPN
gs-3245	214	3	of	of	ADP
gs-3245	214	4	terrorism	terrorism	NOUN
gs-3245	214	5	&	&	CCONJ
gs-3245	214	6	political	political	ADJ
gs-3245	214	7	hot	hot	ADJ
gs-3245	214	8	spots	spot	NOUN
gs-3245	214	9	,	,	PUNCT
gs-3245	214	10	12	12	NUM
gs-3245	214	11	.	.	PUNCT
gs-3245	215	1	16	16	NUM
gs-3245	215	2	.	.	PUNCT
gs-3245	216	1	prangishvili	prangishvili	NOUN
gs-3245	216	2	,	,	PUNCT
gs-3245	216	3	a.	a.	NOUN
gs-3245	216	4	,	,	PUNCT
gs-3245	216	5	gasitashvili	gasitashvili	PROPN
gs-3245	216	6	,	,	PUNCT
gs-3245	216	7	z.	z.	PROPN
gs-3245	216	8	,	,	PUNCT
gs-3245	216	9	matsaberidze	matsaberidze	PROPN
gs-3245	216	10	,	,	PUNCT
gs-3245	216	11	m.	m.	NOUN
gs-3245	216	12	,	,	PUNCT
gs-3245	216	13	chkhartishvili	chkhartishvili	NOUN
gs-3245	216	14	,	,	PUNCT
gs-3245	216	15	l.	l.	PROPN
gs-3245	216	16	,	,	PUNCT
gs-3245	216	17	chichinadze	chichinadze	PROPN
gs-3245	216	18	,	,	PUNCT
gs-3245	216	19	k.	k.	PROPN
gs-3245	216	20	,	,	PUNCT
gs-3245	216	21	tkemaladze	tkemaladze	PROPN
gs-3245	216	22	,	,	PUNCT
gs-3245	216	23	j.	j.	PROPN
gs-3245	216	24	,	,	PUNCT
gs-3245	216	25	...	...	PUNCT
gs-3245	216	26	&	&	CCONJ
gs-3245	216	27	azmaiparashvili	azmaiparashvili	PROPN
gs-3245	216	28	,	,	PUNCT
gs-3245	216	29	z.	z.	PROPN
gs-3245	216	30	(	(	PUNCT
gs-3245	216	31	2019	2019	NUM
gs-3245	216	32	)	)	PUNCT
gs-3245	216	33	.	.	PUNCT
gs-3245	217	1	system	system	NOUN
gs-3245	217	2	components	component	NOUN
gs-3245	217	3	of	of	ADP
gs-3245	217	4	health	health	NOUN
gs-3245	217	5	and	and	CCONJ
gs-3245	217	6	innovation	innovation	NOUN
gs-3245	217	7	for	for	ADP
gs-3245	217	8	the	the	DET
gs-3245	217	9	organization	organization	NOUN
gs-3245	217	10	of	of	ADP
gs-3245	217	11	nano	nano	NOUN
gs-3245	217	12	-	-	PUNCT
gs-3245	217	13	biomedic	biomedic	ADJ
gs-3245	217	14	ecosystem	ecosystem	NOUN
gs-3245	217	15	technological	technological	ADJ
gs-3245	217	16	platform	platform	NOUN
gs-3245	217	17	.	.	PUNCT
gs-3245	218	1	current	current	ADJ
gs-3245	218	2	politics	politic	NOUN
gs-3245	218	3	and	and	CCONJ
gs-3245	218	4	economics	economic	NOUN
gs-3245	218	5	of	of	ADP
gs-3245	218	6	russia	russia	PROPN
gs-3245	218	7	,	,	PUNCT
gs-3245	218	8	eastern	eastern	ADJ
gs-3245	218	9	and	and	CCONJ
gs-3245	218	10	central	central	ADJ
gs-3245	218	11	europe	europe	PROPN
gs-3245	218	12	,	,	PUNCT
gs-3245	218	13	34(2/3	34(2/3	NUM
gs-3245	218	14	)	)	PUNCT
gs-3245	218	15	,	,	PUNCT
gs-3245	218	16	299	299	NUM
gs-3245	218	17	-	-	SYM
gs-3245	218	18	305	305	NUM
gs-3245	218	19	.	.	PUNCT
gs-3245	219	1	17	17	NUM
gs-3245	219	2	.	.	PUNCT
gs-3245	219	3	tkemaladze	tkemaladze	PROPN
gs-3245	219	4	,	,	PUNCT
gs-3245	219	5	j.	j.	PROPN
gs-3245	219	6	(	(	PUNCT
gs-3245	219	7	2024	2024	NUM
gs-3245	219	8	)	)	PUNCT
gs-3245	219	9	.	.	PUNCT
gs-3245	220	1	elimination	elimination	NOUN
gs-3245	220	2	of	of	ADP
gs-3245	220	3	centrioles	centriole	NOUN
gs-3245	220	4	.	.	PUNCT
gs-3245	221	1	georgian	georgian	ADJ
gs-3245	221	2	scientists	scientist	NOUN
gs-3245	221	3	,	,	PUNCT
gs-3245	221	4	6(4	6(4	NOUN
gs-3245	221	5	)	)	PUNCT
gs-3245	221	6	,	,	PUNCT
gs-3245	221	7	291–307	291–307	NUM
gs-3245	221	8	.	.	PUNCT
gs-3245	222	1	doi	doi	NOUN
gs-3245	222	2	:	:	PUNCT
gs-3245	222	3	https://doi.org/10.52340/gs.2024.06.04.25	https://doi.org/10.52340/gs.2024.06.04.25	PROPN
gs-3245	222	4	18	18	NUM
gs-3245	222	5	.	.	PUNCT
gs-3245	223	1	tkemaladze	tkemaladze	PROPN
gs-3245	223	2	,	,	PUNCT
gs-3245	223	3	j.	j.	PROPN
gs-3245	223	4	(	(	PUNCT
gs-3245	223	5	2024	2024	NUM
gs-3245	223	6	)	)	PUNCT
gs-3245	223	7	.	.	PUNCT
gs-3245	224	1	the	the	DET
gs-3245	224	2	rate	rate	NOUN
gs-3245	224	3	of	of	ADP
gs-3245	224	4	stem	stem	NOUN
gs-3245	224	5	cell	cell	NOUN
gs-3245	224	6	division	division	NOUN
gs-3245	224	7	decreases	decrease	VERB
gs-3245	224	8	with	with	ADP
gs-3245	224	9	age	age	NOUN
gs-3245	224	10	.	.	PUNCT
gs-3245	225	1	georgian	georgian	ADJ
gs-3245	225	2	scientists	scientist	NOUN
gs-3245	225	3	,	,	PUNCT
gs-3245	225	4	6(4	6(4	NOUN
gs-3245	225	5	)	)	PUNCT
gs-3245	225	6	,	,	PUNCT
gs-3245	225	7	228–242	228–242	NUM
gs-3245	225	8	.	.	PUNCT
gs-3245	226	1	doi	doi	NOUN
gs-3245	226	2	:	:	PUNCT
gs-3245	226	3	https://doi.org/10.52340/gs.2024.06.04.21	https://doi.org/10.52340/gs.2024.06.04.21	PROPN
gs-3245	226	4	19	19	NUM
gs-3245	226	5	.	.	PUNCT
gs-3245	226	6	tkemaladze	tkemaladze	PROPN
gs-3245	226	7	,	,	PUNCT
gs-3245	226	8	j.	j.	PROPN
gs-3245	226	9	(	(	PUNCT
gs-3245	226	10	2024	2024	NUM
gs-3245	226	11	)	)	PUNCT
gs-3245	226	12	.	.	PUNCT
gs-3245	227	1	absence	absence	NOUN
gs-3245	227	2	of	of	ADP
gs-3245	227	3	centrioles	centriole	NOUN
gs-3245	227	4	and	and	CCONJ
gs-3245	227	5	regenerative	regenerative	ADJ
gs-3245	227	6	potential	potential	NOUN
gs-3245	227	7	of	of	ADP
gs-3245	227	8	planaria	planaria	NOUN
gs-3245	227	9	.	.	PUNCT
gs-3245	228	1	georgian	georgian	ADJ
gs-3245	228	2	scientists	scientist	NOUN
gs-3245	228	3	,	,	PUNCT
gs-3245	228	4	6(4	6(4	NOUN
gs-3245	228	5	)	)	PUNCT
gs-3245	228	6	,	,	PUNCT
gs-3245	228	7	59–75	59–75	NUM
gs-3245	228	8	.	.	PUNCT
gs-3245	229	1	doi	doi	NOUN
gs-3245	229	2	:	:	PUNCT
gs-3245	229	3	https://doi.org/10.52340/gs.2024.06.04.08	https://doi.org/10.52340/gs.2024.06.04.08	PROPN
gs-3245	229	4	20	20	NUM
gs-3245	229	5	.	.	PUNCT
gs-3245	230	1	tkemaladze	tkemaladze	PROPN
gs-3245	230	2	,	,	PUNCT
gs-3245	230	3	j.	j.	PROPN
gs-3245	230	4	(	(	PUNCT
gs-3245	230	5	2024	2024	NUM
gs-3245	230	6	)	)	PUNCT
gs-3245	230	7	.	.	PUNCT
gs-3245	231	1	main	main	ADJ
gs-3245	231	2	causes	cause	NOUN
gs-3245	231	3	of	of	ADP
gs-3245	231	4	intelligence	intelligence	NOUN
gs-3245	231	5	decrease	decrease	NOUN
gs-3245	231	6	and	and	CCONJ
gs-3245	231	7	prospects	prospect	NOUN
gs-3245	231	8	for	for	ADP
gs-3245	231	9	treatment	treatment	NOUN
gs-3245	231	10	.	.	PUNCT
gs-3245	232	1	georgian	georgian	ADJ
gs-3245	232	2	scientists	scientist	NOUN
gs-3245	232	3	,	,	PUNCT
gs-3245	232	4	6(2	6(2	NUM
gs-3245	232	5	)	)	PUNCT
gs-3245	232	6	,	,	PUNCT
gs-3245	232	7	425–432	425–432	NUM
gs-3245	232	8	.	.	PUNCT
gs-3245	233	1	doi	doi	NOUN
gs-3245	233	2	:	:	PUNCT
gs-3245	233	3	https://doi.org/10.52340/gs.2024.06.02.44	https://doi.org/10.52340/gs.2024.06.02.44	NUM
gs-3245	233	4	georgian	georgian	NOUN
gs-3245	233	5	scientists/	scientists/	NUM
gs-3245	233	6	.	.	PUNCT
gs-3245	234	1	6	6	NUM
gs-3245	234	2	n	n	NUM
gs-3245	234	3	3	3	NUM
gs-3245	234	4	,	,	PUNCT
gs-3245	234	5	2024	2024	NUM
gs-3245	234	6	409	409	NUM
gs-3245	234	7	21	21	NUM
gs-3245	234	8	.	.	PUNCT
gs-3245	235	1	tkemaladze	tkemaladze	PROPN
gs-3245	235	2	,	,	PUNCT
gs-3245	235	3	j.	j.	PROPN
gs-3245	235	4	(	(	PUNCT
gs-3245	235	5	2024	2024	NUM
gs-3245	235	6	)	)	PUNCT
gs-3245	235	7	.	.	PUNCT
gs-3245	236	1	cell	cell	NOUN
gs-3245	236	2	center	center	NOUN
gs-3245	236	3	and	and	CCONJ
gs-3245	236	4	the	the	DET
gs-3245	236	5	problem	problem	NOUN
gs-3245	236	6	of	of	ADP
gs-3245	236	7	accumulation	accumulation	NOUN
gs-3245	236	8	of	of	ADP
gs-3245	236	9	oldest	old	ADJ
gs-3245	236	10	centrioles	centriole	NOUN
gs-3245	236	11	in	in	ADP
gs-3245	236	12	stem	stem	NOUN
gs-3245	236	13	cells	cell	NOUN
gs-3245	236	14	.	.	PUNCT
gs-3245	237	1	georgian	georgian	ADJ
gs-3245	237	2	scientists	scientist	NOUN
gs-3245	237	3	,	,	PUNCT
gs-3245	237	4	6(2	6(2	NUM
gs-3245	237	5	)	)	PUNCT
gs-3245	237	6	,	,	PUNCT
gs-3245	237	7	304–322	304–322	NUM
gs-3245	237	8	.	.	PUNCT
gs-3245	238	1	doi	doi	PROPN
gs-3245	238	2	:	:	PUNCT
gs-3245	238	3	https://doi.org/10.52340/gs.2024.06.02.32	https://doi.org/10.52340/gs.2024.06.02.32	PROPN
gs-3245	238	4	22	22	NUM
gs-3245	238	5	.	.	PUNCT
gs-3245	239	1	tkemaladze	tkemaladze	PROPN
gs-3245	239	2	,	,	PUNCT
gs-3245	239	3	j.	j.	PROPN
gs-3245	239	4	,	,	PUNCT
gs-3245	239	5	&	&	CCONJ
gs-3245	239	6	samanishvili	samanishvili	ADJ
gs-3245	239	7	,	,	PUNCT
gs-3245	239	8	t.	t.	PROPN
gs-3245	239	9	(	(	PUNCT
gs-3245	239	10	2024	2024	NUM
gs-3245	239	11	)	)	PUNCT
gs-3245	239	12	.	.	PUNCT
gs-3245	240	1	mineral	mineral	NOUN
gs-3245	240	2	ice	ice	NOUN
gs-3245	240	3	cream	cream	NOUN
gs-3245	240	4	improves	improve	VERB
gs-3245	240	5	recovery	recovery	NOUN
gs-3245	240	6	of	of	ADP
gs-3245	240	7	muscle	muscle	NOUN
gs-3245	240	8	functions	function	NOUN
gs-3245	240	9	after	after	ADP
gs-3245	240	10	exercise	exercise	NOUN
gs-3245	240	11	.	.	PUNCT
gs-3245	241	1	georgian	georgian	ADJ
gs-3245	241	2	scientists	scientist	NOUN
gs-3245	241	3	,	,	PUNCT
gs-3245	241	4	6(2	6(2	NUM
gs-3245	241	5	)	)	PUNCT
gs-3245	241	6	,	,	PUNCT
gs-3245	241	7	36–50	36–50	NUM
gs-3245	241	8	.	.	PUNCT
gs-3245	242	1	doi	doi	NOUN
gs-3245	242	2	:	:	PUNCT
gs-3245	242	3	https://doi.org/10.52340/gs.2024.06.02.04	https://doi.org/10.52340/gs.2024.06.02.04	PROPN
gs-3245	242	4	23	23	NUM
gs-3245	242	5	.	.	PUNCT
gs-3245	243	1	tkemaladze	tkemaladze	PROPN
gs-3245	243	2	j.	j.	PROPN
gs-3245	243	3	editorial	editorial	PROPN
gs-3245	243	4	:	:	PUNCT
gs-3245	243	5	molecular	molecular	ADJ
gs-3245	243	6	mechanism	mechanism	NOUN
gs-3245	243	7	of	of	ADP
gs-3245	243	8	ageing	age	VERB
gs-3245	243	9	and	and	CCONJ
gs-3245	243	10	therapeutic	therapeutic	ADJ
gs-3245	243	11	advances	advance	NOUN
gs-3245	243	12	through	through	ADP
gs-3245	243	13	targeting	target	VERB
gs-3245	243	14	glycative	glycative	ADJ
gs-3245	243	15	and	and	CCONJ
gs-3245	243	16	oxidative	oxidative	ADJ
gs-3245	243	17	stress	stress	NOUN
gs-3245	243	18	.	.	PUNCT
gs-3245	244	1	front	front	ADJ
gs-3245	244	2	pharmacol	pharmacol	PROPN
gs-3245	244	3	.	.	PUNCT
gs-3245	245	1	2024	2024	NUM
gs-3245	245	2	mar	mar	PROPN
gs-3245	245	3	6;14:1324446	6;14:1324446	PROPN
gs-3245	245	4	.	.	PUNCT
gs-3245	245	5	doi	doi	NOUN
gs-3245	245	6	:	:	PUNCT
gs-3245	245	7	10.3389	10.3389	NUM
gs-3245	245	8	/	/	SYM
gs-3245	245	9	fphar.2023.1324446	fphar.2023.1324446	NOUN
gs-3245	245	10	.	.	PUNCT
gs-3245	246	1	pmid	pmid	NOUN
gs-3245	246	2	:	:	PUNCT
gs-3245	246	3	38510429	38510429	NUM
gs-3245	246	4	;	;	PUNCT
gs-3245	246	5	pmcid	pmcid	ADJ
gs-3245	246	6	:	:	PUNCT
gs-3245	246	7	pmc10953819	pmc10953819	NOUN
gs-3245	246	8	.	.	PUNCT
gs-3245	247	1	24	24	NUM
gs-3245	247	2	.	.	X
gs-3245	247	3	tkemaladze	tkemaladze	PROPN
gs-3245	247	4	,	,	PUNCT
gs-3245	247	5	jaba	jaba	PROPN
gs-3245	247	6	and	and	CCONJ
gs-3245	247	7	kipshidze	kipshidze	PROPN
gs-3245	247	8	,	,	PUNCT
gs-3245	247	9	mariam	mariam	PROPN
gs-3245	247	10	,	,	PUNCT
gs-3245	247	11	regeneration	regeneration	NOUN
gs-3245	247	12	potential	potential	NOUN
gs-3245	247	13	of	of	ADP
gs-3245	247	14	the	the	DET
gs-3245	247	15	schmidtea	schmidtea	PROPN
gs-3245	247	16	mediterranea	mediterranea	PROPN
gs-3245	247	17	ciw4	ciw4	PROPN
gs-3245	247	18	planarian	planarian	NOUN
gs-3245	247	19	.	.	PUNCT
gs-3245	248	1	available	available	ADJ
gs-3245	248	2	at	at	ADP
gs-3245	248	3	ssrn	ssrn	PROPN
gs-3245	248	4	:	:	PUNCT
gs-3245	248	5	https://ssrn.com/abstract=4633202	https://ssrn.com/abstract=4633202	PROPN
gs-3245	248	6	or	or	CCONJ
gs-3245	248	7	http://dx.doi.org/10.2139/ssrn.4633202	http://dx.doi.org/10.2139/ssrn.4633202	PROPN
gs-3245	248	8	25	25	NUM
gs-3245	248	9	.	.	PUNCT
gs-3245	248	10	tkemaladze	tkemaladze	PROPN
gs-3245	248	11	,	,	PUNCT
gs-3245	248	12	j.	j.	PROPN
gs-3245	248	13	(	(	PUNCT
gs-3245	248	14	2023	2023	NUM
gs-3245	248	15	)	)	PUNCT
gs-3245	248	16	.	.	PUNCT
gs-3245	249	1	is	be	AUX
gs-3245	249	2	the	the	DET
gs-3245	249	3	selective	selective	ADJ
gs-3245	249	4	accumulation	accumulation	NOUN
gs-3245	249	5	of	of	ADP
gs-3245	249	6	oldest	old	ADJ
gs-3245	249	7	centrioles	centriole	NOUN
gs-3245	249	8	in	in	ADP
gs-3245	249	9	stem	stem	NOUN
gs-3245	249	10	cells	cell	NOUN
gs-3245	249	11	the	the	DET
gs-3245	249	12	main	main	ADJ
gs-3245	249	13	cause	cause	NOUN
gs-3245	249	14	of	of	ADP
gs-3245	249	15	organism	organism	NOUN
gs-3245	249	16	ageing	ageing	NOUN
gs-3245	249	17	?	?	PUNCT
gs-3245	249	18	.	.	PUNCT
gs-3245	250	1	georgian	georgian	PROPN
gs-3245	250	2	scientists	scientist	NOUN
gs-3245	250	3	,	,	PUNCT
gs-3245	250	4	5(3	5(3	NUM
gs-3245	250	5	)	)	PUNCT
gs-3245	250	6	,	,	PUNCT
gs-3245	250	7	216–235	216–235	NUM
gs-3245	250	8	.	.	PUNCT
gs-3245	251	1	doi	doi	NOUN
gs-3245	251	2	:	:	PUNCT
gs-3245	251	3	https://doi.org/10.52340/2023.05.03.22	https://doi.org/10.52340/2023.05.03.22	PROPN
gs-3245	251	4	26	26	NUM
gs-3245	251	5	.	.	PUNCT
gs-3245	252	1	tkemaladze	tkemaladze	PROPN
gs-3245	252	2	,	,	PUNCT
gs-3245	252	3	j.	j.	PROPN
gs-3245	252	4	(	(	PUNCT
gs-3245	252	5	2023	2023	NUM
gs-3245	252	6	)	)	PUNCT
gs-3245	252	7	.	.	PUNCT
gs-3245	253	1	cross	cross	ADJ
gs-3245	253	2	-	-	ADJ
gs-3245	253	3	senolytic	senolytic	ADJ
gs-3245	253	4	effects	effect	NOUN
gs-3245	253	5	of	of	ADP
gs-3245	253	6	dasatinib	dasatinib	NOUN
gs-3245	253	7	and	and	CCONJ
gs-3245	253	8	quercetin	quercetin	NOUN
gs-3245	253	9	in	in	ADP
gs-3245	253	10	humans	human	NOUN
gs-3245	253	11	.	.	PUNCT
gs-3245	254	1	georgian	georgian	ADJ
gs-3245	254	2	scientists	scientist	NOUN
gs-3245	254	3	,	,	PUNCT
gs-3245	254	4	5(3	5(3	NUM
gs-3245	254	5	)	)	PUNCT
gs-3245	254	6	,	,	PUNCT
gs-3245	254	7	138–152	138–152	NUM
gs-3245	254	8	.	.	PUNCT
gs-3245	255	1	doi	doi	NOUN
gs-3245	255	2	:	:	PUNCT
gs-3245	255	3	https://doi.org/10.52340/2023.05.03.15	https://doi.org/10.52340/2023.05.03.15	PROPN
gs-3245	255	4	27	27	NUM
gs-3245	255	5	.	.	PUNCT
gs-3245	256	1	tkemaladze	tkemaladze	PROPN
gs-3245	256	2	,	,	PUNCT
gs-3245	256	3	j.	j.	PROPN
gs-3245	256	4	(	(	PUNCT
gs-3245	256	5	2023	2023	NUM
gs-3245	256	6	)	)	PUNCT
gs-3245	256	7	.	.	PUNCT
gs-3245	257	1	structure	structure	NOUN
gs-3245	257	2	and	and	CCONJ
gs-3245	257	3	possible	possible	ADJ
gs-3245	257	4	functions	function	NOUN
gs-3245	257	5	of	of	ADP
gs-3245	257	6	centriolar	centriolar	ADJ
gs-3245	257	7	rna	rna	NOUN
gs-3245	257	8	with	with	ADP
gs-3245	257	9	reference	reference	NOUN
gs-3245	257	10	to	to	ADP
gs-3245	257	11	the	the	DET
gs-3245	257	12	centriolar	centriolar	ADJ
gs-3245	257	13	hypothesis	hypothesis	NOUN
gs-3245	257	14	of	of	ADP
gs-3245	257	15	differentiation	differentiation	NOUN
gs-3245	257	16	and	and	CCONJ
gs-3245	257	17	replicative	replicative	ADJ
gs-3245	257	18	senescence	senescence	NOUN
gs-3245	257	19	.	.	PUNCT
gs-3245	258	1	junior	junior	ADJ
gs-3245	258	2	researchers	researcher	NOUN
gs-3245	258	3	,	,	PUNCT
gs-3245	258	4	1(1	1(1	NUM
gs-3245	258	5	)	)	PUNCT
gs-3245	258	6	,	,	PUNCT
gs-3245	258	7	156–170	156–170	NUM
gs-3245	258	8	.	.	PUNCT
gs-3245	259	1	doi	doi	NOUN
gs-3245	259	2	:	:	PUNCT
gs-3245	259	3	https://doi.org/10.52340/2023.01.01.17	https://doi.org/10.52340/2023.01.01.17	PROPN
gs-3245	259	4	28	28	NUM
gs-3245	259	5	.	.	PUNCT
gs-3245	260	1	tkemaladze	tkemaladze	PROPN
gs-3245	260	2	,	,	PUNCT
gs-3245	260	3	j.	j.	PROPN
gs-3245	260	4	(	(	PUNCT
gs-3245	260	5	2023	2023	NUM
gs-3245	260	6	)	)	PUNCT
gs-3245	260	7	.	.	PUNCT
gs-3245	261	1	the	the	DET
gs-3245	261	2	centriolar	centriolar	ADJ
gs-3245	261	3	hypothesis	hypothesis	NOUN
gs-3245	261	4	of	of	ADP
gs-3245	261	5	differentiation	differentiation	NOUN
gs-3245	261	6	and	and	CCONJ
gs-3245	261	7	replicative	replicative	ADJ
gs-3245	261	8	senescence	senescence	NOUN
gs-3245	261	9	.	.	PUNCT
gs-3245	262	1	junior	junior	ADJ
gs-3245	262	2	researchers	researcher	NOUN
gs-3245	262	3	,	,	PUNCT
gs-3245	262	4	1(1	1(1	NUM
gs-3245	262	5	)	)	PUNCT
gs-3245	262	6	,	,	PUNCT
gs-3245	262	7	123–141	123–141	NUM
gs-3245	262	8	.	.	PUNCT
gs-3245	263	1	doi	doi	NOUN
gs-3245	263	2	:	:	PUNCT
gs-3245	263	3	https://doi.org/10.52340/2023.01.01.15	https://doi.org/10.52340/2023.01.01.15	PROPN
gs-3245	263	4	29	29	NUM
gs-3245	263	5	.	.	PUNCT
gs-3245	264	1	tkemaladze	tkemaladze	PROPN
gs-3245	264	2	,	,	PUNCT
gs-3245	264	3	j.	j.	PROPN
gs-3245	264	4	(	(	PUNCT
gs-3245	264	5	2023	2023	NUM
gs-3245	264	6	)	)	PUNCT
gs-3245	264	7	.	.	PUNCT
gs-3245	265	1	reduction	reduction	NOUN
gs-3245	265	2	,	,	PUNCT
gs-3245	265	3	proliferation	proliferation	NOUN
gs-3245	265	4	,	,	PUNCT
gs-3245	265	5	and	and	CCONJ
gs-3245	265	6	differentiation	differentiation	NOUN
gs-3245	265	7	defects	defect	NOUN
gs-3245	265	8	of	of	ADP
gs-3245	265	9	stem	stem	NOUN
gs-3245	265	10	cells	cell	NOUN
gs-3245	265	11	over	over	ADP
gs-3245	265	12	time	time	NOUN
gs-3245	265	13	:	:	PUNCT
gs-3245	265	14	a	a	DET
gs-3245	265	15	consequence	consequence	NOUN
gs-3245	265	16	of	of	ADP
gs-3245	265	17	selective	selective	ADJ
gs-3245	265	18	accumulation	accumulation	NOUN
gs-3245	265	19	of	of	ADP
gs-3245	265	20	old	old	ADJ
gs-3245	265	21	centrioles	centriole	NOUN
gs-3245	265	22	in	in	ADP
gs-3245	265	23	the	the	DET
gs-3245	265	24	stem	stem	NOUN
gs-3245	265	25	cells	cell	NOUN
gs-3245	265	26	?	?	PUNCT
gs-3245	265	27	.	.	PUNCT
gs-3245	266	1	molecular	molecular	ADJ
gs-3245	266	2	biology	biology	NOUN
gs-3245	266	3	reports	report	NOUN
gs-3245	266	4	,	,	PUNCT
gs-3245	266	5	50(3	50(3	NUM
gs-3245	266	6	)	)	PUNCT
gs-3245	266	7	,	,	PUNCT
gs-3245	266	8	2751	2751	NUM
gs-3245	266	9	-	-	SYM
gs-3245	266	10	2761	2761	NUM
gs-3245	266	11	.	.	PUNCT
gs-3245	267	1	30	30	NUM
gs-3245	267	2	.	.	PUNCT
gs-3245	267	3	tkemaladze	tkemaladze	PROPN
gs-3245	267	4	,	,	PUNCT
gs-3245	267	5	j.	j.	PROPN
gs-3245	267	6	long	long	ADJ
gs-3245	267	7	-	-	PUNCT
gs-3245	267	8	term	term	NOUN
gs-3245	267	9	differences	difference	NOUN
gs-3245	267	10	between	between	ADP
gs-3245	267	11	regenerations	regeneration	NOUN
gs-3245	267	12	of	of	ADP
gs-3245	267	13	head	head	NOUN
gs-3245	267	14	and	and	CCONJ
gs-3245	267	15	tail	tail	NOUN
gs-3245	267	16	fragments	fragment	NOUN
gs-3245	267	17	in	in	ADP
gs-3245	267	18	schmidtea	schmidtea	PROPN
gs-3245	267	19	mediterranea	mediterranea	PROPN
gs-3245	267	20	ciw4	ciw4	PROPN
gs-3245	267	21	.	.	PUNCT
gs-3245	268	1	available	available	ADJ
gs-3245	268	2	at	at	ADP
gs-3245	268	3	ssrn	ssrn	PROPN
gs-3245	268	4	4257823	4257823	NUM
gs-3245	268	5	.	.	PUNCT
gs-3245	269	1	31	31	NUM
gs-3245	269	2	.	.	PUNCT
gs-3245	269	3	tkemaladze	tkemaladze	PROPN
gs-3245	269	4	,	,	PUNCT
gs-3245	269	5	j.	j.	PROPN
gs-3245	269	6	,	,	PUNCT
gs-3245	269	7	&	&	CCONJ
gs-3245	269	8	apkhazava	apkhazava	PROPN
gs-3245	269	9	,	,	PUNCT
gs-3245	269	10	d.	d.	PROPN
gs-3245	269	11	(	(	PUNCT
gs-3245	269	12	2019	2019	NUM
gs-3245	269	13	)	)	PUNCT
gs-3245	269	14	.	.	PUNCT
gs-3245	270	1	dasatinib	dasatinib	NOUN
gs-3245	270	2	and	and	CCONJ
gs-3245	270	3	quercetin	quercetin	NOUN
gs-3245	270	4	:	:	PUNCT
gs-3245	270	5	short	short	ADJ
gs-3245	270	6	-	-	PUNCT
gs-3245	270	7	term	term	NOUN
gs-3245	270	8	simultaneous	simultaneous	ADJ
gs-3245	270	9	administration	administration	NOUN
gs-3245	270	10	improves	improve	VERB
gs-3245	270	11	physical	physical	ADJ
gs-3245	270	12	capacity	capacity	NOUN
gs-3245	270	13	in	in	ADP
gs-3245	270	14	human	human	NOUN
gs-3245	270	15	.	.	PUNCT
gs-3245	271	1	j	j	PROPN
gs-3245	271	2	biomedical	biomedical	PROPN
gs-3245	271	3	sci	sci	PROPN
gs-3245	271	4	,	,	PUNCT
gs-3245	271	5	8(3	8(3	NUM
gs-3245	271	6	)	)	PUNCT
gs-3245	271	7	,	,	PUNCT
gs-3245	271	8	3	3	NUM
gs-3245	271	9	.	.	NOUN
gs-3245	271	10	32	32	NUM
gs-3245	271	11	.	.	PUNCT
gs-3245	272	1	tkemaladze	tkemaladze	PROPN
gs-3245	272	2	,	,	PUNCT
gs-3245	272	3	j.	j.	PROPN
gs-3245	272	4	,	,	PUNCT
gs-3245	272	5	tavartkiladze	tavartkiladze	PROPN
gs-3245	272	6	,	,	PUNCT
gs-3245	272	7	a.	a.	PROPN
gs-3245	272	8	,	,	PUNCT
gs-3245	272	9	&	&	CCONJ
gs-3245	272	10	chichinadze	chichinadze	PROPN
gs-3245	272	11	,	,	PUNCT
gs-3245	272	12	k.	k.	PROPN
gs-3245	272	13	(	(	PUNCT
gs-3245	272	14	2012	2012	NUM
gs-3245	272	15	)	)	PUNCT
gs-3245	272	16	.	.	PUNCT
gs-3245	273	1	programming	programming	NOUN
gs-3245	273	2	and	and	CCONJ
gs-3245	273	3	implementation	implementation	NOUN
gs-3245	273	4	of	of	ADP
gs-3245	273	5	age	age	NOUN
gs-3245	273	6	-	-	PUNCT
gs-3245	273	7	related	relate	VERB
gs-3245	273	8	changes	change	NOUN
gs-3245	273	9	.	.	PUNCT
gs-3245	274	1	in	in	ADP
gs-3245	274	2	senescence	senescence	NOUN
gs-3245	274	3	.	.	PUNCT
gs-3245	275	1	intechopen	intechopen	ADJ
gs-3245	275	2	.	.	PUNCT
gs-3245	276	1	33	33	NUM
gs-3245	276	2	.	.	PUNCT
gs-3245	276	3	tkemaladze	tkemaladze	PROPN
gs-3245	276	4	,	,	PUNCT
gs-3245	276	5	j.	j.	PROPN
gs-3245	276	6	,	,	PUNCT
gs-3245	276	7	&	&	CCONJ
gs-3245	276	8	chichinadze	chichinadze	PROPN
gs-3245	276	9	,	,	PUNCT
gs-3245	276	10	k.	k.	PROPN
gs-3245	276	11	(	(	PUNCT
gs-3245	276	12	2010	2010	NUM
gs-3245	276	13	)	)	PUNCT
gs-3245	276	14	.	.	PUNCT
gs-3245	277	1	centriole	centriole	NOUN
gs-3245	277	2	,	,	PUNCT
gs-3245	277	3	differentiation	differentiation	NOUN
gs-3245	277	4	,	,	PUNCT
gs-3245	277	5	and	and	CCONJ
gs-3245	277	6	senescence	senescence	NOUN
gs-3245	277	7	.	.	PUNCT
gs-3245	278	1	rejuvenation	rejuvenation	NOUN
gs-3245	278	2	research	research	NOUN
gs-3245	278	3	,	,	PUNCT
gs-3245	278	4	13(2	13(2	PROPN
gs-3245	278	5	-	-	PUNCT
gs-3245	278	6	3	3	NUM
gs-3245	278	7	)	)	PUNCT
gs-3245	278	8	,	,	PUNCT
gs-3245	278	9	339	339	NUM
gs-3245	278	10	-	-	SYM
gs-3245	278	11	342	342	NUM
gs-3245	278	12	.	.	PUNCT
gs-3245	279	1	34	34	NUM
gs-3245	279	2	.	.	PUNCT
gs-3245	279	3	tkemaladze	tkemaladze	PROPN
gs-3245	279	4	,	,	PUNCT
gs-3245	279	5	j.	j.	PROPN
gs-3245	279	6	v.	v.	PROPN
gs-3245	279	7	,	,	PUNCT
gs-3245	279	8	&	&	CCONJ
gs-3245	279	9	chichinadze	chichinadze	PROPN
gs-3245	279	10	,	,	PUNCT
gs-3245	279	11	k.	k.	PROPN
gs-3245	279	12	n.	n.	PROPN
gs-3245	279	13	(	(	PUNCT
gs-3245	279	14	2005	2005	NUM
gs-3245	279	15	)	)	PUNCT
gs-3245	279	16	.	.	PUNCT
gs-3245	280	1	centriolar	centriolar	ADJ
gs-3245	280	2	mechanisms	mechanism	NOUN
gs-3245	280	3	of	of	ADP
gs-3245	280	4	differentiation	differentiation	NOUN
gs-3245	280	5	and	and	CCONJ
gs-3245	280	6	replicative	replicative	ADJ
gs-3245	280	7	aging	aging	NOUN
gs-3245	280	8	of	of	ADP
gs-3245	280	9	higher	high	ADJ
gs-3245	280	10	animal	animal	NOUN
gs-3245	280	11	cells	cell	NOUN
gs-3245	280	12	.	.	PUNCT
gs-3245	281	1	biochemistry	biochemistry	NOUN
gs-3245	281	2	(	(	PUNCT
gs-3245	281	3	moscow	moscow	PROPN
gs-3245	281	4	)	)	PUNCT
gs-3245	281	5	,	,	PUNCT
gs-3245	281	6	70	70	NUM
gs-3245	281	7	,	,	PUNCT
gs-3245	281	8	1288	1288	NUM
gs-3245	281	9	-	-	SYM
gs-3245	281	10	1303	1303	NUM
gs-3245	281	11	.	.	PUNCT
gs-3245	282	1	35	35	NUM
gs-3245	282	2	.	.	PUNCT
gs-3245	282	3	tkemaladze	tkemaladze	PROPN
gs-3245	282	4	,	,	PUNCT
gs-3245	282	5	j.	j.	PROPN
gs-3245	282	6	,	,	PUNCT
gs-3245	282	7	&	&	CCONJ
gs-3245	282	8	chichinadze	chichinadze	PROPN
gs-3245	282	9	,	,	PUNCT
gs-3245	282	10	k.	k.	PROPN
gs-3245	282	11	(	(	PUNCT
gs-3245	282	12	2005	2005	NUM
gs-3245	282	13	)	)	PUNCT
gs-3245	282	14	.	.	PUNCT
gs-3245	283	1	potential	potential	ADJ
gs-3245	283	2	role	role	NOUN
gs-3245	283	3	of	of	ADP
gs-3245	283	4	centrioles	centriole	NOUN
gs-3245	283	5	in	in	ADP
gs-3245	283	6	determining	determine	VERB
gs-3245	283	7	the	the	DET
gs-3245	283	8	morphogenetic	morphogenetic	ADJ
gs-3245	283	9	status	status	NOUN
gs-3245	283	10	of	of	ADP
gs-3245	283	11	animal	animal	NOUN
gs-3245	283	12	somatic	somatic	ADJ
gs-3245	283	13	cells	cell	NOUN
gs-3245	283	14	.	.	PUNCT
gs-3245	284	1	cell	cell	NOUN
gs-3245	284	2	biology	biology	NOUN
gs-3245	284	3	international	international	ADJ
gs-3245	284	4	,	,	PUNCT
gs-3245	284	5	29(5	29(5	NUM
gs-3245	284	6	)	)	PUNCT
gs-3245	284	7	,	,	PUNCT
gs-3245	284	8	370	370	NUM
gs-3245	284	9	-	-	SYM
gs-3245	284	10	374	374	NUM
gs-3245	284	11	.	.	PUNCT
gs-3245	285	1	36	36	NUM
gs-3245	285	2	.	.	PUNCT
gs-3245	286	1	trotta	trotta	PROPN
gs-3245	286	2	d.	d.	PROPN
gs-3245	286	3	,	,	PUNCT
gs-3245	286	4	&	&	CCONJ
gs-3245	286	5	beech	beech	PROPN
gs-3245	286	6	e.	e.	PROPN
gs-3245	286	7	(	(	PUNCT
gs-3245	286	8	2024	2024	NUM
gs-3245	286	9	)	)	PUNCT
gs-3245	286	10	.	.	PUNCT
gs-3245	287	1	trump	trump	VERB
gs-3245	287	2	names	name	NOUN
gs-3245	287	3	elon	elon	PROPN
gs-3245	287	4	musk	musk	NOUN
gs-3245	287	5	to	to	PART
gs-3245	287	6	lead	lead	VERB
gs-3245	287	7	government	government	NOUN
gs-3245	287	8	efficiency	efficiency	NOUN
gs-3245	287	9	drive	drive	NOUN
gs-3245	287	10	.	.	PUNCT
gs-3245	288	1	https://www.reuters.com/world/us/trump-says-elon-musk-vivek-ramaswamy-will-leaddepartment-government-efficiency-2024-11-13/	https://www.reuters.com/world/us/trump-says-elon-musk-vivek-ramaswamy-will-leaddepartment-government-efficiency-2024-11-13/	ADJ
gs-3245	288	2	georgian	georgian	NOUN
gs-3245	288	3	scientists/	scientists/	NUM
gs-3245	288	4	.	.	PUNCT
gs-3245	289	1	6	6	NUM
gs-3245	289	2	n	n	NUM
gs-3245	289	3	3	3	NUM
gs-3245	289	4	,	,	PUNCT
gs-3245	289	5	2024	2024	NUM
gs-3245	289	6	410	410	NUM
gs-3245	289	7	37	37	NUM
gs-3245	289	8	.	.	PUNCT
gs-3245	289	9	,	,	PUNCT
gs-3245	289	10	.	.	PUNCT
gs-3245	290	1	.	.	PUNCT
gs-3245	291	1	,	,	PUNCT
gs-3245	291	2	,	,	PUNCT
gs-3245	291	3	.	.	PUNCT
gs-3245	292	1	.	.	PUNCT
gs-3245	292	2	,	,	PUNCT
gs-3245	292	3	,	,	PUNCT
gs-3245	292	4	.	.	PUNCT
gs-3245	293	1	.	.	PUNCT
gs-3245	293	2	,	,	PUNCT
gs-3245	293	3	,	,	PUNCT
gs-3245	293	4	.	.	PUNCT
gs-3245	294	1	.	.	PUNCT
gs-3245	294	2	,	,	PUNCT
gs-3245	294	3	,	,	PUNCT
gs-3245	294	4	.	.	PUNCT
gs-3245	295	1	.	.	PUNCT
gs-3245	295	2	,	,	PUNCT
gs-3245	295	3	&	&	CCONJ
gs-3245	295	4	,	,	PUNCT
gs-3245	295	5	.	.	PUNCT
gs-3245	296	1	.	.	PUNCT
gs-3245	297	1	(	(	PUNCT
gs-3245	297	2	2017	2017	NUM
gs-3245	297	3	)	)	PUNCT
gs-3245	297	4	.	.	PUNCT
gs-3245	297	5	.	.	PUNCT
gs-3245	298	1	(	(	PUNCT
gs-3245	298	2	mlsd’2016	mlsd’2016	NOUN
gs-3245	298	3	)	)	PUNCT
gs-3245	298	4	»	»	PUNCT
gs-3245	298	5	:	:	PUNCT
gs-3245	298	6	•	•	INTJ
gs-3245	298	7	,	,	PUNCT
gs-3245	298	8	,	,	PUNCT
gs-3245	298	9	.	.	PUNCT
gs-3245	298	10	,	,	PUNCT
gs-3245	298	11	284	284	NUM
gs-3245	298	12	.	.	PUNCT
gs-3245	299	1	38	38	NUM
gs-3245	299	2	.	.	PUNCT
gs-3245	299	3	,	,	PUNCT
gs-3245	299	4	.	.	PUNCT
gs-3245	299	5	,	,	PUNCT
gs-3245	299	6	,	,	PUNCT
gs-3245	299	7	.	.	PUNCT
gs-3245	299	8	,	,	PUNCT
gs-3245	299	9	&	&	CCONJ
gs-3245	299	10	,	,	PUNCT
gs-3245	299	11	.	.	PUNCT
gs-3245	300	1	(	(	PUNCT
gs-3245	300	2	2001	2001	NUM
gs-3245	300	3	)	)	PUNCT
gs-3245	300	4	.	.	PUNCT
gs-3245	300	5	.	.	PUNCT
gs-3245	300	6	.	.	PUNCT
gs-3245	301	1	004.89	004.89	NUM
gs-3245	301	2	.	.	PUNCT
gs-3245	301	3	.	.	PUNCT
gs-3245	302	1	004.89	004.89	NUM
gs-3245	302	2	.	.	PUNCT
gs-3245	303	1	39	39	NUM
gs-3245	303	2	.	.	PUNCT
gs-3245	303	3	,	,	PUNCT
gs-3245	303	4	.	.	PUNCT
gs-3245	303	5	,	,	PUNCT
gs-3245	303	6	,	,	PUNCT
gs-3245	303	7	.	.	PUNCT
gs-3245	303	8	,	,	PUNCT
gs-3245	303	9	&	&	CCONJ
gs-3245	303	10	,	,	PUNCT
gs-3245	303	11	.	.	PUNCT
gs-3245	304	1	(	(	PUNCT
gs-3245	304	2	2012	2012	NUM
gs-3245	304	3	)	)	PUNCT
gs-3245	304	4	.	.	PUNCT
gs-3245	305	1	.	.	PUNCT
gs-3245	306	1	,	,	PUNCT
gs-3245	306	2	25(1	25(1	NUM
gs-3245	306	3	)	)	PUNCT
gs-3245	306	4	,	,	PUNCT
gs-3245	306	5	23	23	NUM
gs-3245	306	6	-	-	SYM
gs-3245	306	7	28	28	NUM
gs-3245	306	8	.	.	PUNCT