id	sid	tid	token	lemma	pos
biht-230	1	1	1blockchain	1blockchain	NUM
biht-230	1	2	in	in	ADP
biht-230	1	3	healthcare	healthcare	NOUN
biht-230	1	4	today	today	NOUN
biht-230	1	5	issn	issn	PROPN
biht-230	1	6	2573	2573	NUM
biht-230	1	7	-	-	SYM
biht-230	1	8	8240	8240	NUM
biht-230	1	9	proof	proof	NOUN
biht-230	1	10	of	of	ADP
biht-230	1	11	concept	concept	NOUN
biht-230	1	12	/	/	SYM
biht-230	1	13	pilots	pilot	NOUN
biht-230	1	14	/	/	SYM
biht-230	1	15	methodologies	methodology	NOUN
biht-230	1	16	securing	secure	VERB
biht-230	1	17	the	the	DET
biht-230	1	18	chain	chain	NOUN
biht-230	1	19	of	of	ADP
biht-230	1	20	custody	custody	NOUN
biht-230	1	21	and	and	CCONJ
biht-230	1	22	integrity	integrity	NOUN
biht-230	1	23	of	of	ADP
biht-230	1	24	data	datum	NOUN
biht-230	1	25	in	in	ADP
biht-230	1	26	a	a	DET
biht-230	1	27	global	global	ADJ
biht-230	1	28	north	north	NOUN
biht-230	1	29	–	–	PUNCT
biht-230	1	30	south	south	NOUN
biht-230	1	31	partnership	partnership	NOUN
biht-230	1	32	to	to	PART
biht-230	1	33	monitor	monitor	VERB
biht-230	1	34	the	the	DET
biht-230	1	35	quality	quality	NOUN
biht-230	1	36	of	of	ADP
biht-230	1	37	essential	essential	ADJ
biht-230	1	38	medicines	medicine	NOUN
biht-230	1	39	kathleen	kathleen	PROPN
biht-230	1	40	hayes1	hayes1	NOUN
biht-230	1	41	;	;	PUNCT
biht-230	1	42	natalie	natalie	PROPN
biht-230	1	43	meyers	meyers	PROPN
biht-230	1	44	,	,	PUNCT
biht-230	1	45	ma	ma	PROPN
biht-230	1	46	,	,	PUNCT
biht-230	1	47	mlis2	mlis2	X
biht-230	1	48	;	;	PUNCT
biht-230	1	49	christopher	christopher	PROPN
biht-230	1	50	sweet	sweet	PROPN
biht-230	1	51	,	,	PUNCT
biht-230	1	52	phd3	phd3	PROPN
biht-230	1	53	;	;	PUNCT
biht-230	1	54	ayenew	ayenew	PROPN
biht-230	1	55	ashenef	ashenef	PROPN
biht-230	1	56	,	,	PUNCT
biht-230	1	57	ms4	ms4	PROPN
biht-230	1	58	;	;	PUNCT
biht-230	1	59	tim	tim	PROPN
biht-230	1	60	johann	johann	PROPN
biht-230	1	61	,	,	PUNCT
biht-230	1	62	phd5	phd5	PROPN
biht-230	1	63	;	;	PUNCT
biht-230	1	64	marya	marya	PROPN
biht-230	1	65	lieberman	lieberman	PROPN
biht-230	1	66	,	,	PUNCT
biht-230	1	67	phd1	phd1	NOUN
biht-230	1	68	;	;	PUNCT
biht-230	1	69	and	and	CCONJ
biht-230	1	70	david	david	PROPN
biht-230	1	71	kochalko	kochalko	PROPN
biht-230	1	72	,	,	PUNCT
biht-230	1	73	mba	mba	PROPN
biht-230	1	74	,	,	PUNCT
biht-230	1	75	ma	ma	PROPN
biht-230	1	76	,	,	PUNCT
biht-230	1	77	mpp6	mpp6	PROPN
biht-230	1	78	1department	1department	NUM
biht-230	1	79	of	of	ADP
biht-230	1	80	chemistry	chemistry	NOUN
biht-230	1	81	and	and	CCONJ
biht-230	1	82	biochemistry	biochemistry	NOUN
biht-230	1	83	,	,	PUNCT
biht-230	1	84	university	university	PROPN
biht-230	1	85	of	of	ADP
biht-230	1	86	notre	notre	PROPN
biht-230	1	87	dame	dame	PROPN
biht-230	1	88	,	,	PUNCT
biht-230	1	89	indiana	indiana	PROPN
biht-230	1	90	,	,	PUNCT
biht-230	1	91	usa	usa	PROPN
biht-230	1	92	;	;	PUNCT
biht-230	1	93	2lucy	2lucy	NUM
biht-230	1	94	family	family	NOUN
biht-230	1	95	institute	institute	NOUN
biht-230	1	96	for	for	ADP
biht-230	1	97	data	data	PROPN
biht-230	1	98	&	&	CCONJ
biht-230	1	99	society	society	NOUN
biht-230	1	100	,	,	PUNCT
biht-230	1	101	university	university	NOUN
biht-230	1	102	of	of	ADP
biht-230	1	103	notre	notre	PROPN
biht-230	1	104	dame	dame	PROPN
biht-230	1	105	,	,	PUNCT
biht-230	1	106	indiana	indiana	PROPN
biht-230	1	107	,	,	PUNCT
biht-230	1	108	usa	usa	PROPN
biht-230	1	109	;	;	PUNCT
biht-230	1	110	3center	3center	NUM
biht-230	1	111	for	for	ADP
biht-230	1	112	research	research	NOUN
biht-230	1	113	computing	computing	NOUN
biht-230	1	114	,	,	PUNCT
biht-230	1	115	university	university	PROPN
biht-230	1	116	of	of	ADP
biht-230	1	117	notre	notre	PROPN
biht-230	1	118	dame	dame	PROPN
biht-230	1	119	,	,	PUNCT
biht-230	1	120	indiana	indiana	PROPN
biht-230	1	121	,	,	PUNCT
biht-230	1	122	usa	usa	PROPN
biht-230	1	123	;	;	PUNCT
biht-230	1	124	4department	4department	NUM
biht-230	1	125	of	of	ADP
biht-230	1	126	pharmaceutical	pharmaceutical	ADJ
biht-230	1	127	chemistry	chemistry	NOUN
biht-230	1	128	,	,	PUNCT
biht-230	1	129	school	school	NOUN
biht-230	1	130	of	of	ADP
biht-230	1	131	pharmacy	pharmacy	NOUN
biht-230	1	132	,	,	PUNCT
biht-230	1	133	college	college	NOUN
biht-230	1	134	of	of	ADP
biht-230	1	135	health	health	PROPN
biht-230	1	136	sciences	sciences	PROPN
biht-230	1	137	,	,	PUNCT
biht-230	1	138	addis	addis	PROPN
biht-230	1	139	ababa	ababa	PROPN
biht-230	1	140	university	university	PROPN
biht-230	1	141	,	,	PUNCT
biht-230	1	142	ethiopia	ethiopia	PROPN
biht-230	1	143	;	;	PUNCT
biht-230	1	144	5department	5department	NUM
biht-230	1	145	of	of	ADP
biht-230	1	146	chemistry	chemistry	NOUN
biht-230	1	147	,	,	PUNCT
biht-230	1	148	roanoke	roanoke	PROPN
biht-230	1	149	college	college	PROPN
biht-230	1	150	,	,	PUNCT
biht-230	1	151	salem	salem	PROPN
biht-230	1	152	,	,	PUNCT
biht-230	1	153	virginia	virginia	PROPN
biht-230	1	154	,	,	PUNCT
biht-230	1	155	usa	usa	PROPN
biht-230	1	156	;	;	PUNCT
biht-230	1	157	6artifacts	6artifacts	PROPN
biht-230	1	158	,	,	PUNCT
biht-230	1	159	cambridge	cambridge	PROPN
biht-230	1	160	,	,	PUNCT
biht-230	1	161	massachusetts	massachusetts	PROPN
biht-230	1	162	,	,	PUNCT
biht-230	1	163	usa	usa	PROPN
biht-230	1	164	corresponding	corresponding	PROPN
biht-230	1	165	author	author	NOUN
biht-230	1	166	:	:	PUNCT
biht-230	1	167	kathleen	kathleen	PROPN
biht-230	1	168	hayes	hayes	PROPN
biht-230	1	169	,	,	PUNCT
biht-230	1	170	email	email	NOUN
biht-230	1	171	:	:	PUNCT
biht-230	1	172	khayes5@nd.edu	khayes5@nd.edu	PROPN
biht-230	1	173	keywords	keyword	NOUN
biht-230	1	174	:	:	PUNCT
biht-230	1	175	analytical	analytical	ADJ
biht-230	1	176	chemistry	chemistry	NOUN
biht-230	1	177	,	,	PUNCT
biht-230	1	178	blockchain	blockchain	NOUN
biht-230	1	179	,	,	PUNCT
biht-230	1	180	ledger	ledger	NOUN
biht-230	1	181	,	,	PUNCT
biht-230	1	182	pharmaceutical	pharmaceutical	NOUN
biht-230	1	183	,	,	PUNCT
biht-230	1	184	quality	quality	NOUN
biht-230	1	185	of	of	ADP
biht-230	1	186	medicine	medicine	NOUN
biht-230	1	187	,	,	PUNCT
biht-230	1	188	supply	supply	NOUN
biht-230	1	189	chain	chain	NOUN
biht-230	1	190	abstract	abstract	ADV
biht-230	1	191	substandard	substandard	NOUN
biht-230	1	192	and	and	CCONJ
biht-230	1	193	falsified	falsified	ADJ
biht-230	1	194	(	(	PUNCT
biht-230	1	195	sf	sf	NOUN
biht-230	1	196	)	)	PUNCT
biht-230	1	197	pharmaceuticals	pharmaceutical	NOUN
biht-230	1	198	account	account	VERB
biht-230	1	199	for	for	ADP
biht-230	1	200	an	an	DET
biht-230	1	201	estimated	estimate	VERB
biht-230	1	202	10	10	NUM
biht-230	1	203	%	%	NOUN
biht-230	1	204	of	of	ADP
biht-230	1	205	the	the	DET
biht-230	1	206	pharmaceutical	pharmaceutical	ADJ
biht-230	1	207	supply	supply	NOUN
biht-230	1	208	chain	chain	NOUN
biht-230	1	209	in	in	ADP
biht-230	1	210	lowand	lowand	ADJ
biht-230	1	211	middle	middle	ADJ
biht-230	1	212	-	-	PUNCT
biht-230	1	213	income	income	NOUN
biht-230	1	214	countries	country	NOUN
biht-230	1	215	(	(	PUNCT
biht-230	1	216	lmics	lmic	NOUN
biht-230	1	217	)	)	PUNCT
biht-230	1	218	,	,	PUNCT
biht-230	1	219	where	where	SCONJ
biht-230	1	220	a	a	DET
biht-230	1	221	lack	lack	NOUN
biht-230	1	222	of	of	ADP
biht-230	1	223	regulatory	regulatory	ADJ
biht-230	1	224	and	and	CCONJ
biht-230	1	225	laboratory	laboratory	NOUN
biht-230	1	226	resources	resource	NOUN
biht-230	1	227	limits	limit	VERB
biht-230	1	228	the	the	DET
biht-230	1	229	ability	ability	NOUN
biht-230	1	230	to	to	PART
biht-230	1	231	conduct	conduct	VERB
biht-230	1	232	effective	effective	ADJ
biht-230	1	233	post	post	ADJ
biht-230	1	234	-	-	ADJ
biht-230	1	235	market	market	ADJ
biht-230	1	236	surveillance	surveillance	NOUN
biht-230	1	237	and	and	CCONJ
biht-230	1	238	allows	allow	VERB
biht-230	1	239	sf	sf	NOUN
biht-230	1	240	products	product	NOUN
biht-230	1	241	to	to	PART
biht-230	1	242	penetrate	penetrate	VERB
biht-230	1	243	the	the	DET
biht-230	1	244	supply	supply	NOUN
biht-230	1	245	chain	chain	NOUN
biht-230	1	246	.	.	PUNCT
biht-230	2	1	the	the	DET
biht-230	2	2	distributed	distribute	VERB
biht-230	2	3	pharmaceutical	pharmaceutical	ADJ
biht-230	2	4	analysis	analysis	NOUN
biht-230	2	5	laboratory	laboratory	NOUN
biht-230	2	6	(	(	PUNCT
biht-230	2	7	dpal	dpal	ADJ
biht-230	2	8	)	)	PUNCT
biht-230	2	9	was	be	AUX
biht-230	2	10	established	establish	VERB
biht-230	2	11	in	in	ADP
biht-230	2	12	2014	2014	NUM
biht-230	2	13	to	to	PART
biht-230	2	14	expand	expand	VERB
biht-230	2	15	testing	testing	NOUN
biht-230	2	16	of	of	ADP
biht-230	2	17	pharmaceutical	pharmaceutical	ADJ
biht-230	2	18	dosage	dosage	NOUN
biht-230	2	19	forms	form	NOUN
biht-230	2	20	sourced	source	VERB
biht-230	2	21	from	from	ADP
biht-230	2	22	lmics	lmic	NOUN
biht-230	2	23	;	;	PUNCT
biht-230	2	24	dpal	dpal	ADJ
biht-230	2	25	is	be	AUX
biht-230	2	26	an	an	DET
biht-230	2	27	alliance	alliance	NOUN
biht-230	2	28	of	of	ADP
biht-230	2	29	academic	academic	ADJ
biht-230	2	30	institutions	institution	NOUN
biht-230	2	31	throughout	throughout	ADP
biht-230	2	32	the	the	DET
biht-230	2	33	united	united	PROPN
biht-230	2	34	states	states	PROPN
biht-230	2	35	and	and	CCONJ
biht-230	2	36	abroad	abroad	ADV
biht-230	2	37	that	that	PRON
biht-230	2	38	provides	provide	VERB
biht-230	2	39	high	high	ADJ
biht-230	2	40	-	-	PUNCT
biht-230	2	41	quality	quality	NOUN
biht-230	2	42	,	,	PUNCT
biht-230	2	43	validated	validated	ADJ
biht-230	2	44	chemical	chemical	ADJ
biht-230	2	45	analysis	analysis	NOUN
biht-230	2	46	of	of	ADP
biht-230	2	47	pharmaceutical	pharmaceutical	ADJ
biht-230	2	48	dosage	dosage	NOUN
biht-230	2	49	forms	form	NOUN
biht-230	2	50	sourced	source	VERB
biht-230	2	51	from	from	ADP
biht-230	2	52	partners	partner	NOUN
biht-230	2	53	in	in	ADP
biht-230	2	54	lmics	lmic	NOUN
biht-230	2	55	.	.	PUNCT
biht-230	3	1	results	result	NOUN
biht-230	3	2	from	from	ADP
biht-230	3	3	analysis	analysis	NOUN
biht-230	3	4	are	be	AUX
biht-230	3	5	reported	report	VERB
biht-230	3	6	to	to	ADP
biht-230	3	7	relevant	relevant	ADJ
biht-230	3	8	regulatory	regulatory	ADJ
biht-230	3	9	agencies	agency	NOUN
biht-230	3	10	and	and	CCONJ
biht-230	3	11	are	be	AUX
biht-230	3	12	used	use	VERB
biht-230	3	13	to	to	PART
biht-230	3	14	inform	inform	VERB
biht-230	3	15	purchasing	purchasing	NOUN
biht-230	3	16	decisions	decision	NOUN
biht-230	3	17	made	make	VERB
biht-230	3	18	by	by	ADP
biht-230	3	19	in	in	ADP
biht-230	3	20	-	-	PUNCT
biht-230	3	21	country	country	NOUN
biht-230	3	22	stakeholders	stakeholder	NOUN
biht-230	3	23	.	.	PUNCT
biht-230	4	1	as	as	SCONJ
biht-230	4	2	the	the	DET
biht-230	4	3	dpal	dpal	ADJ
biht-230	4	4	program	program	NOUN
biht-230	4	5	has	have	AUX
biht-230	4	6	expanded	expand	VERB
biht-230	4	7	to	to	ADP
biht-230	4	8	testing	test	VERB
biht-230	4	9	more	more	ADJ
biht-230	4	10	than	than	ADP
biht-230	4	11	1,000	1,000	NUM
biht-230	4	12	pharmaceutical	pharmaceutical	NOUN
biht-230	4	13	dosage	dosage	NOUN
biht-230	4	14	forms	form	NOUN
biht-230	4	15	annually	annually	ADV
biht-230	4	16	,	,	PUNCT
biht-230	4	17	challenges	challenge	NOUN
biht-230	4	18	have	have	AUX
biht-230	4	19	surfaced	surface	VERB
biht-230	4	20	regarding	regard	VERB
biht-230	4	21	data	data	NOUN
biht-230	4	22	management	management	NOUN
biht-230	4	23	and	and	CCONJ
biht-230	4	24	sample	sample	NOUN
biht-230	4	25	tracking	tracking	NOUN
biht-230	4	26	.	.	PUNCT
biht-230	5	1	here	here	ADV
biht-230	5	2	,	,	PUNCT
biht-230	5	3	we	we	PRON
biht-230	5	4	describe	describe	VERB
biht-230	5	5	a	a	DET
biht-230	5	6	pilot	pilot	NOUN
biht-230	5	7	project	project	NOUN
biht-230	5	8	between	between	ADP
biht-230	5	9	dpal	dpal	ADJ
biht-230	5	10	and	and	CCONJ
biht-230	5	11	artifacts	artifact	NOUN
biht-230	5	12	that	that	PRON
biht-230	5	13	applies	apply	VERB
biht-230	5	14	the	the	DET
biht-230	5	15	blockchain	blockchain	PROPN
biht-230	5	16	to	to	PART
biht-230	5	17	organize	organize	VERB
biht-230	5	18	and	and	CCONJ
biht-230	5	19	manage	manage	VERB
biht-230	5	20	key	key	ADJ
biht-230	5	21	data	datum	NOUN
biht-230	5	22	generated	generate	VERB
biht-230	5	23	during	during	ADP
biht-230	5	24	the	the	DET
biht-230	5	25	dpal	dpal	ADJ
biht-230	5	26	workflow	workflow	NOUN
biht-230	5	27	,	,	PUNCT
biht-230	5	28	including	include	VERB
biht-230	5	29	a	a	DET
biht-230	5	30	sample	sample	NOUN
biht-230	5	31	’s	’s	PART
biht-230	5	32	progress	progress	NOUN
biht-230	5	33	through	through	ADP
biht-230	5	34	the	the	DET
biht-230	5	35	workflow	workflow	NOUN
biht-230	5	36	,	,	PUNCT
biht-230	5	37	its	its	PRON
biht-230	5	38	physical	physical	ADJ
biht-230	5	39	location	location	NOUN
biht-230	5	40	,	,	PUNCT
biht-230	5	41	provenance	provenance	NOUN
biht-230	5	42	of	of	ADP
biht-230	5	43	metadata	metadata	NOUN
biht-230	5	44	,	,	PUNCT
biht-230	5	45	and	and	CCONJ
biht-230	5	46	lab	lab	NOUN
biht-230	5	47	reputability	reputability	NOUN
biht-230	5	48	.	.	PUNCT
biht-230	6	1	recording	recording	NOUN
biht-230	6	2	time	time	NOUN
biht-230	6	3	and	and	CCONJ
biht-230	6	4	date	date	NOUN
biht-230	6	5	stamps	stamp	NOUN
biht-230	6	6	with	with	ADP
biht-230	6	7	these	these	DET
biht-230	6	8	data	datum	NOUN
biht-230	6	9	will	will	AUX
biht-230	6	10	create	create	VERB
biht-230	6	11	a	a	DET
biht-230	6	12	permanent	permanent	ADJ
biht-230	6	13	and	and	CCONJ
biht-230	6	14	verifiable	verifiable	ADJ
biht-230	6	15	chain	chain	NOUN
biht-230	6	16	of	of	ADP
biht-230	6	17	custody	custody	NOUN
biht-230	6	18	for	for	ADP
biht-230	6	19	samples	sample	NOUN
biht-230	6	20	.	.	PUNCT
biht-230	7	1	this	this	DET
biht-230	7	2	secure	secure	ADJ
biht-230	7	3	,	,	PUNCT
biht-230	7	4	distributed	distribute	VERB
biht-230	7	5	ledger	ledger	NOUN
biht-230	7	6	will	will	AUX
biht-230	7	7	be	be	AUX
biht-230	7	8	linked	link	VERB
biht-230	7	9	to	to	ADP
biht-230	7	10	an	an	DET
biht-230	7	11	easy	easy	ADJ
biht-230	7	12	-	-	PUNCT
biht-230	7	13	to	to	ADP
biht-230	7	14	-	-	PUNCT
biht-230	7	15	use	use	VERB
biht-230	7	16	dashboard	dashboard	NOUN
biht-230	7	17	,	,	PUNCT
biht-230	7	18	allowing	allow	VERB
biht-230	7	19	stakeholders	stakeholder	NOUN
biht-230	7	20	to	to	PART
biht-230	7	21	view	view	VERB
biht-230	7	22	results	result	NOUN
biht-230	7	23	and	and	CCONJ
biht-230	7	24	experimental	experimental	ADJ
biht-230	7	25	details	detail	NOUN
biht-230	7	26	for	for	ADP
biht-230	7	27	each	each	DET
biht-230	7	28	sample	sample	NOUN
biht-230	7	29	in	in	ADP
biht-230	7	30	real	real	ADJ
biht-230	7	31	time	time	NOUN
biht-230	7	32	and	and	CCONJ
biht-230	7	33	verify	verify	VERB
biht-230	7	34	the	the	DET
biht-230	7	35	integrity	integrity	NOUN
biht-230	7	36	of	of	ADP
biht-230	7	37	dpal	dpal	ADJ
biht-230	7	38	analysis	analysis	NOUN
biht-230	7	39	data	datum	NOUN
biht-230	7	40	.	.	PUNCT
biht-230	8	1	introducing	introduce	VERB
biht-230	8	2	this	this	DET
biht-230	8	3	blockchain	blockchain	NOUN
biht-230	8	4	-	-	PUNCT
biht-230	8	5	based	base	VERB
biht-230	8	6	system	system	NOUN
biht-230	8	7	as	as	ADP
biht-230	8	8	a	a	DET
biht-230	8	9	pilot	pilot	NOUN
biht-230	8	10	will	will	AUX
biht-230	8	11	allow	allow	VERB
biht-230	8	12	us	we	PRON
biht-230	8	13	to	to	PART
biht-230	8	14	test	test	VERB
biht-230	8	15	the	the	DET
biht-230	8	16	technology	technology	NOUN
biht-230	8	17	with	with	ADP
biht-230	8	18	real	real	ADJ
biht-230	8	19	users	user	NOUN
biht-230	8	20	analyzing	analyze	VERB
biht-230	8	21	real	real	ADJ
biht-230	8	22	samples	sample	NOUN
biht-230	8	23	.	.	PUNCT
biht-230	9	1	feedback	feedback	NOUN
biht-230	9	2	from	from	ADP
biht-230	9	3	users	user	NOUN
biht-230	9	4	will	will	AUX
biht-230	9	5	be	be	AUX
biht-230	9	6	recorded	record	VERB
biht-230	9	7	and	and	CCONJ
biht-230	9	8	necessary	necessary	ADJ
biht-230	9	9	adjustments	adjustment	NOUN
biht-230	9	10	will	will	AUX
biht-230	9	11	be	be	AUX
biht-230	9	12	made	make	VERB
biht-230	9	13	to	to	ADP
biht-230	9	14	the	the	DET
biht-230	9	15	system	system	NOUN
biht-230	9	16	before	before	ADP
biht-230	9	17	the	the	DET
biht-230	9	18	implementation	implementation	NOUN
biht-230	9	19	of	of	ADP
biht-230	9	20	blockchain	blockchain	PROPN
biht-230	9	21	across	across	ADP
biht-230	9	22	all	all	DET
biht-230	9	23	dpal	dpal	ADJ
biht-230	9	24	sites	site	NOUN
biht-230	9	25	.	.	PUNCT
biht-230	10	1	anticipated	anticipate	VERB
biht-230	10	2	benefits	benefit	NOUN
biht-230	10	3	of	of	ADP
biht-230	10	4	implementing	implement	VERB
biht-230	10	5	the	the	DET
biht-230	10	6	blockchain	blockchain	PROPN
biht-230	10	7	technology	technology	NOUN
biht-230	10	8	for	for	ADP
biht-230	10	9	managing	manage	VERB
biht-230	10	10	dpal	dpal	ADJ
biht-230	10	11	data	datum	NOUN
biht-230	10	12	include	include	VERB
biht-230	10	13	efficient	efficient	ADJ
biht-230	10	14	management	management	NOUN
biht-230	10	15	for	for	ADP
biht-230	10	16	routing	route	VERB
biht-230	10	17	work	work	NOUN
biht-230	10	18	,	,	PUNCT
biht-230	10	19	increasing	increase	VERB
biht-230	10	20	throughput	throughput	NOUN
biht-230	10	21	,	,	PUNCT
biht-230	10	22	creating	create	VERB
biht-230	10	23	a	a	DET
biht-230	10	24	chain	chain	NOUN
biht-230	10	25	of	of	ADP
biht-230	10	26	custody	custody	NOUN
biht-230	10	27	for	for	ADP
biht-230	10	28	samples	sample	NOUN
biht-230	10	29	and	and	CCONJ
biht-230	10	30	their	their	PRON
biht-230	10	31	data	datum	NOUN
biht-230	10	32	in	in	ADP
biht-230	10	33	alignment	alignment	NOUN
biht-230	10	34	with	with	ADP
biht-230	10	35	the	the	DET
biht-230	10	36	distributed	distribute	VERB
biht-230	10	37	nature	nature	NOUN
biht-230	10	38	of	of	ADP
biht-230	10	39	dpal	dpal	NOUN
biht-230	10	40	,	,	PUNCT
biht-230	10	41	and	and	CCONJ
biht-230	10	42	using	use	VERB
biht-230	10	43	the	the	DET
biht-230	10	44	analysis	analysis	NOUN
biht-230	10	45	results	result	NOUN
biht-230	10	46	to	to	PART
biht-230	10	47	detect	detect	VERB
biht-230	10	48	patterns	pattern	NOUN
biht-230	10	49	of	of	ADP
biht-230	10	50	quality	quality	NOUN
biht-230	10	51	within	within	ADP
biht-230	10	52	and	and	CCONJ
biht-230	10	53	across	across	ADP
biht-230	10	54	brands	brand	NOUN
biht-230	10	55	of	of	ADP
biht-230	10	56	products	product	NOUN
biht-230	10	57	and	and	CCONJ
biht-230	10	58	develop	develop	VERB
biht-230	10	59	enhanced	enhanced	ADJ
biht-230	10	60	sampling	sampling	NOUN
biht-230	10	61	techniques	technique	NOUN
biht-230	10	62	and	and	CCONJ
biht-230	10	63	best	good	ADJ
biht-230	10	64	practices	practice	NOUN
biht-230	10	65	.	.	PUNCT
biht-230	11	1	received	receive	VERB
biht-230	11	2	:	:	PUNCT
biht-230	11	3	december	december	PROPN
biht-230	11	4	16	16	NUM
biht-230	11	5	,	,	PUNCT
biht-230	11	6	2021	2021	NUM
biht-230	11	7	;	;	PUNCT
biht-230	11	8	revised	revise	VERB
biht-230	11	9	:	:	PUNCT
biht-230	11	10	december	december	PROPN
biht-230	11	11	21	21	NUM
biht-230	11	12	,	,	PUNCT
biht-230	11	13	2021	2021	NUM
biht-230	11	14	;	;	PUNCT
biht-230	11	15	accepted	accept	VERB
biht-230	11	16	:	:	PUNCT
biht-230	11	17	february	february	PROPN
biht-230	11	18	21	21	NUM
biht-230	11	19	,	,	PUNCT
biht-230	11	20	2022	2022	NUM
biht-230	11	21	;	;	PUNCT
biht-230	11	22	published	publish	VERB
biht-230	11	23	:	:	PUNCT
biht-230	11	24	march	march	PROPN
biht-230	11	25	21	21	NUM
biht-230	11	26	,	,	PUNCT
biht-230	11	27	2022	2022	NUM
biht-230	11	28	an	an	DET
biht-230	11	29	estimated	estimate	VERB
biht-230	11	30	10	10	NUM
biht-230	11	31	%	%	NOUN
biht-230	11	32	of	of	ADP
biht-230	11	33	pharmaceutical	pharmaceutical	ADJ
biht-230	11	34	products	product	NOUN
biht-230	11	35	in	in	ADP
biht-230	11	36	lowand	lowand	ADJ
biht-230	11	37	middle	middle	ADJ
biht-230	11	38	-	-	PUNCT
biht-230	11	39	income	income	NOUN
biht-230	11	40	countries	country	NOUN
biht-230	11	41	(	(	PUNCT
biht-230	11	42	lmics	lmic	NOUN
biht-230	11	43	)	)	PUNCT
biht-230	11	44	are	be	AUX
biht-230	11	45	substandard	substandard	ADJ
biht-230	11	46	or	or	CCONJ
biht-230	11	47	falsified	falsified	ADJ
biht-230	11	48	(	(	PUNCT
biht-230	11	49	sf	sf	PROPN
biht-230	11	50	)	)	PUNCT
biht-230	11	51	.	.	PUNCT
biht-230	12	1	substandard	substandard	ADJ
biht-230	12	2	drugs	drug	NOUN
biht-230	12	3	are	be	AUX
biht-230	12	4	authorized	authorize	VERB
biht-230	12	5	medical	medical	ADJ
biht-230	12	6	products	product	NOUN
biht-230	12	7	that	that	PRON
biht-230	12	8	do	do	AUX
biht-230	12	9	not	not	PART
biht-230	12	10	meet	meet	VERB
biht-230	12	11	their	their	PRON
biht-230	12	12	quality	quality	NOUN
biht-230	12	13	standards	standard	NOUN
biht-230	12	14	and/or	and/or	CCONJ
biht-230	12	15	specifications	specification	NOUN
biht-230	12	16	,	,	PUNCT
biht-230	12	17	while	while	SCONJ
biht-230	12	18	falsified	falsified	ADJ
biht-230	12	19	drugs	drug	NOUN
biht-230	12	20	are	be	AUX
biht-230	12	21	medical	medical	ADJ
biht-230	12	22	products	product	NOUN
biht-230	12	23	that	that	PRON
biht-230	12	24	are	be	AUX
biht-230	12	25	deliberately	deliberately	ADV
biht-230	12	26	misrepresented	misrepresent	VERB
biht-230	12	27	in	in	ADP
biht-230	12	28	their	their	PRON
biht-230	12	29	identity	identity	NOUN
biht-230	12	30	,	,	PUNCT
biht-230	12	31	composition	composition	NOUN
biht-230	12	32	,	,	PUNCT
biht-230	12	33	or	or	CCONJ
biht-230	12	34	source.1	source.1	X
biht-230	12	35	sf	sf	NOUN
biht-230	12	36	drugs	drug	NOUN
biht-230	12	37	are	be	AUX
biht-230	12	38	responsible	responsible	ADJ
biht-230	12	39	for	for	ADP
biht-230	12	40	adverse	adverse	ADJ
biht-230	12	41	human	human	ADJ
biht-230	12	42	health	health	NOUN
biht-230	12	43	outcomes	outcome	NOUN
biht-230	12	44	https://orcid.org/0000-0003-1217-0050	https://orcid.org/0000-0003-1217-0050	VERB
biht-230	12	45	https://orcid.org/0000-0001-6441-6716	https://orcid.org/0000-0001-6441-6716	NOUN
biht-230	12	46	https://orcid.org/0000-0001-8214-7177	https://orcid.org/0000-0001-8214-7177	PROPN
biht-230	13	1	https://orcid.org/0000-0003-2505-899x	https://orcid.org/0000-0003-2505-899x	NOUN
biht-230	13	2	https://orcid.org/0000-0003-2212-9684	https://orcid.org/0000-0003-2212-9684	INTJ
biht-230	13	3	https://orcid.org/0000-0003-3968-8044	https://orcid.org/0000-0003-3968-8044	PROPN
biht-230	13	4	https://orcid.org/0000-0002-3331-2751	https://orcid.org/0000-0002-3331-2751	ADV
biht-230	13	5	mailto:khayes5@nd.edu	mailto:khayes5@nd.edu	VERB
biht-230	13	6	citation	citation	NOUN
biht-230	13	7	:	:	PUNCT
biht-230	14	1	blockchain	blockchain	NOUN
biht-230	14	2	in	in	ADP
biht-230	14	3	healthcare	healthcare	NOUN
biht-230	14	4	today	today	NOUN
biht-230	14	5	2022	2022	NUM
biht-230	14	6	,	,	PUNCT
biht-230	14	7	5	5	NUM
biht-230	14	8	:	:	SYM
biht-230	14	9	230	230	NUM
biht-230	14	10	http://dx.doi.org/10.30953/bhty.v5.2302	http://dx.doi.org/10.30953/bhty.v5.2302	NOUN
biht-230	14	11	kathleen	kathleen	PROPN
biht-230	14	12	hayes	hayes	PROPN
biht-230	14	13	et	et	PROPN
biht-230	14	14	al	al	PROPN
biht-230	14	15	.	.	PROPN
biht-230	14	16	including	include	VERB
biht-230	14	17	failure	failure	NOUN
biht-230	14	18	to	to	PART
biht-230	14	19	treat	treat	VERB
biht-230	14	20	and	and	CCONJ
biht-230	14	21	prevent	prevent	VERB
biht-230	14	22	illness	illness	NOUN
biht-230	14	23	,	,	PUNCT
biht-230	14	24	leading	lead	VERB
biht-230	14	25	to	to	ADP
biht-230	14	26	increased	increase	VERB
biht-230	14	27	morbidity	morbidity	NOUN
biht-230	14	28	and	and	CCONJ
biht-230	14	29	mortality	mortality	NOUN
biht-230	14	30	,	,	PUNCT
biht-230	14	31	as	as	ADV
biht-230	14	32	well	well	ADV
biht-230	14	33	as	as	ADP
biht-230	14	34	decreased	decrease	VERB
biht-230	14	35	trust	trust	NOUN
biht-230	14	36	in	in	ADP
biht-230	14	37	medical	medical	ADJ
biht-230	14	38	care	care	NOUN
biht-230	14	39	systems.1,2	systems.1,2	ADP
biht-230	14	40	one	one	NUM
biht-230	14	41	of	of	ADP
biht-230	14	42	the	the	DET
biht-230	14	43	reasons	reason	NOUN
biht-230	14	44	that	that	PRON
biht-230	14	45	sf	sf	PROPN
biht-230	14	46	drugs	drug	NOUN
biht-230	14	47	are	be	AUX
biht-230	14	48	so	so	ADV
biht-230	14	49	prevalent	prevalent	ADJ
biht-230	14	50	in	in	ADP
biht-230	14	51	some	some	DET
biht-230	14	52	lmics	lmic	NOUN
biht-230	14	53	is	be	AUX
biht-230	14	54	a	a	DET
biht-230	14	55	lack	lack	NOUN
biht-230	14	56	of	of	ADP
biht-230	14	57	widespread	widespread	ADJ
biht-230	14	58	,	,	PUNCT
biht-230	14	59	post	post	ADJ
biht-230	14	60	-	-	ADJ
biht-230	14	61	market	market	ADJ
biht-230	14	62	and	and	CCONJ
biht-230	14	63	pre	pre	ADJ
biht-230	14	64	-	-	ADJ
biht-230	14	65	market	market	ADJ
biht-230	14	66	quality	quality	NOUN
biht-230	14	67	testing	testing	NOUN
biht-230	14	68	of	of	ADP
biht-230	14	69	pharmaceutical	pharmaceutical	ADJ
biht-230	14	70	dosage	dosage	NOUN
biht-230	14	71	forms.3	forms.3	NOUN
biht-230	14	72	as	as	ADP
biht-230	14	73	of	of	ADP
biht-230	14	74	2017	2017	NUM
biht-230	14	75	,	,	PUNCT
biht-230	14	76	26	26	NUM
biht-230	14	77	of	of	ADP
biht-230	14	78	the	the	DET
biht-230	14	79	54	54	NUM
biht-230	14	80	drug	drug	NOUN
biht-230	14	81	regulatory	regulatory	ADJ
biht-230	14	82	agencies	agency	NOUN
biht-230	14	83	in	in	ADP
biht-230	14	84	africa	africa	PROPN
biht-230	14	85	did	do	AUX
biht-230	14	86	not	not	PART
biht-230	14	87	have	have	VERB
biht-230	14	88	a	a	DET
biht-230	14	89	pharmaceutical	pharmaceutical	ADJ
biht-230	14	90	quality	quality	NOUN
biht-230	14	91	control	control	NOUN
biht-230	14	92	lab	lab	NOUN
biht-230	14	93	,	,	PUNCT
biht-230	14	94	and	and	CCONJ
biht-230	14	95	40	40	NUM
biht-230	14	96	did	do	AUX
biht-230	14	97	not	not	PART
biht-230	14	98	conduct	conduct	VERB
biht-230	14	99	regular	regular	ADJ
biht-230	14	100	post	post	ADJ
biht-230	14	101	-	-	ADJ
biht-230	14	102	market	market	ADJ
biht-230	14	103	surveillance	surveillance	NOUN
biht-230	14	104	activities.4	activities.4	PROPN
biht-230	14	105	most	most	ADJ
biht-230	14	106	pharmacopeia	pharmacopeia	NOUN
biht-230	14	107	assays	assay	NOUN
biht-230	14	108	for	for	ADP
biht-230	14	109	pharmaceutical	pharmaceutical	NOUN
biht-230	14	110	testing	testing	NOUN
biht-230	14	111	rely	rely	VERB
biht-230	14	112	on	on	ADP
biht-230	14	113	high	high	ADJ
biht-230	14	114	-	-	PUNCT
biht-230	14	115	performance	performance	NOUN
biht-230	14	116	liquid	liquid	ADJ
biht-230	14	117	chromatography	chromatography	NOUN
biht-230	14	118	(	(	PUNCT
biht-230	14	119	hplc	hplc	PROPN
biht-230	14	120	)	)	PUNCT
biht-230	14	121	,	,	PUNCT
biht-230	14	122	which	which	PRON
biht-230	14	123	can	can	AUX
biht-230	14	124	be	be	AUX
biht-230	14	125	used	use	VERB
biht-230	14	126	to	to	PART
biht-230	14	127	measure	measure	VERB
biht-230	14	128	the	the	DET
biht-230	14	129	amount	amount	NOUN
biht-230	14	130	of	of	ADP
biht-230	14	131	the	the	DET
biht-230	14	132	active	active	ADJ
biht-230	14	133	pharmaceutical	pharmaceutical	ADJ
biht-230	14	134	ingredient	ingredient	NOUN
biht-230	14	135	(	(	PUNCT
biht-230	14	136	api	api	NOUN
biht-230	14	137	)	)	PUNCT
biht-230	14	138	in	in	ADP
biht-230	14	139	a	a	DET
biht-230	14	140	given	give	VERB
biht-230	14	141	dosage	dosage	NOUN
biht-230	14	142	form	form	NOUN
biht-230	14	143	–	–	PUNCT
biht-230	14	144	a	a	DET
biht-230	14	145	key	key	ADJ
biht-230	14	146	indicator	indicator	NOUN
biht-230	14	147	of	of	ADP
biht-230	14	148	medicine	medicine	NOUN
biht-230	14	149	quality	quality	NOUN
biht-230	14	150	.	.	PUNCT
biht-230	15	1	however	however	ADV
biht-230	15	2	,	,	PUNCT
biht-230	15	3	hplc	hplc	PROPN
biht-230	15	4	is	be	AUX
biht-230	15	5	a	a	DET
biht-230	15	6	scarce	scarce	ADJ
biht-230	15	7	resource	resource	NOUN
biht-230	15	8	in	in	ADP
biht-230	15	9	lmics	lmic	NOUN
biht-230	15	10	,	,	PUNCT
biht-230	15	11	as	as	SCONJ
biht-230	15	12	it	it	PRON
biht-230	15	13	is	be	AUX
biht-230	15	14	prohibitively	prohibitively	ADV
biht-230	15	15	expensive	expensive	ADJ
biht-230	15	16	,	,	PUNCT
biht-230	15	17	requiring	require	VERB
biht-230	15	18	highly	highly	ADV
biht-230	15	19	trained	train	VERB
biht-230	15	20	personnel	personnel	NOUN
biht-230	15	21	,	,	PUNCT
biht-230	15	22	high	high	ADJ
biht-230	15	23	-	-	PUNCT
biht-230	15	24	cost	cost	NOUN
biht-230	15	25	instrumentation	instrumentation	NOUN
biht-230	15	26	,	,	PUNCT
biht-230	15	27	reagents	reagent	NOUN
biht-230	15	28	,	,	PUNCT
biht-230	15	29	and	and	CCONJ
biht-230	15	30	consumables	consumable	NOUN
biht-230	15	31	,	,	PUNCT
biht-230	15	32	as	as	ADV
biht-230	15	33	well	well	ADV
biht-230	15	34	as	as	ADP
biht-230	15	35	resources	resource	NOUN
biht-230	15	36	for	for	ADP
biht-230	15	37	maintenance	maintenance	NOUN
biht-230	15	38	and	and	CCONJ
biht-230	15	39	repairs	repair	NOUN
biht-230	15	40	.	.	PUNCT
biht-230	16	1	the	the	DET
biht-230	16	2	distributed	distribute	VERB
biht-230	16	3	pharmaceutical	pharmaceutical	ADJ
biht-230	16	4	analysis	analysis	NOUN
biht-230	16	5	lab	lab	NOUN
biht-230	16	6	(	(	PUNCT
biht-230	16	7	dpal	dpal	ADJ
biht-230	16	8	)	)	PUNCT
biht-230	16	9	was	be	AUX
biht-230	16	10	established	establish	VERB
biht-230	16	11	in	in	ADP
biht-230	16	12	2014	2014	NUM
biht-230	16	13	to	to	PART
biht-230	16	14	leverage	leverage	VERB
biht-230	16	15	the	the	DET
biht-230	16	16	testing	testing	NOUN
biht-230	16	17	capacity	capacity	NOUN
biht-230	16	18	of	of	ADP
biht-230	16	19	colleges	college	NOUN
biht-230	16	20	and	and	CCONJ
biht-230	16	21	universities	university	NOUN
biht-230	16	22	in	in	ADP
biht-230	16	23	the	the	DET
biht-230	16	24	united	united	PROPN
biht-230	16	25	states	states	PROPN
biht-230	16	26	and	and	CCONJ
biht-230	16	27	abroad	abroad	ADV
biht-230	16	28	to	to	PART
biht-230	16	29	assess	assess	VERB
biht-230	16	30	the	the	DET
biht-230	16	31	quality	quality	NOUN
biht-230	16	32	of	of	ADP
biht-230	16	33	drugs	drug	NOUN
biht-230	16	34	that	that	PRON
biht-230	16	35	are	be	AUX
biht-230	16	36	collected	collect	VERB
biht-230	16	37	in	in	ADP
biht-230	16	38	lmics.5	lmics.5	PROPN
biht-230	16	39	most	most	ADJ
biht-230	16	40	colleges	college	NOUN
biht-230	16	41	and	and	CCONJ
biht-230	16	42	universities	university	NOUN
biht-230	16	43	have	have	VERB
biht-230	16	44	the	the	DET
biht-230	16	45	capability	capability	NOUN
biht-230	16	46	to	to	PART
biht-230	16	47	carry	carry	VERB
biht-230	16	48	out	out	ADP
biht-230	16	49	hplc	hplc	NOUN
biht-230	16	50	analysis	analysis	NOUN
biht-230	16	51	,	,	PUNCT
biht-230	16	52	which	which	PRON
biht-230	16	53	is	be	AUX
biht-230	16	54	the	the	DET
biht-230	16	55	gold	gold	ADJ
biht-230	16	56	standard	standard	NOUN
biht-230	16	57	for	for	ADP
biht-230	16	58	pharmaceutical	pharmaceutical	ADJ
biht-230	16	59	analysis	analysis	NOUN
biht-230	16	60	.	.	PUNCT
biht-230	17	1	once	once	SCONJ
biht-230	17	2	participants	participant	NOUN
biht-230	17	3	have	have	AUX
biht-230	17	4	carried	carry	VERB
biht-230	17	5	out	out	ADP
biht-230	17	6	a	a	DET
biht-230	17	7	series	series	NOUN
biht-230	17	8	of	of	ADP
biht-230	17	9	careful	careful	ADJ
biht-230	17	10	experiments	experiment	NOUN
biht-230	17	11	to	to	PART
biht-230	17	12	demonstrate	demonstrate	VERB
biht-230	17	13	system	system	NOUN
biht-230	17	14	suitability	suitability	NOUN
biht-230	17	15	–	–	PUNCT
biht-230	17	16	showing	show	VERB
biht-230	17	17	that	that	SCONJ
biht-230	17	18	their	their	PRON
biht-230	17	19	hplc	hplc	NOUN
biht-230	17	20	system	system	NOUN
biht-230	17	21	works	work	VERB
biht-230	17	22	for	for	ADP
biht-230	17	23	the	the	DET
biht-230	17	24	analysis	analysis	NOUN
biht-230	17	25	of	of	ADP
biht-230	17	26	a	a	DET
biht-230	17	27	desired	desire	VERB
biht-230	17	28	pharmaceutical	pharmaceutical	NOUN
biht-230	17	29	product	product	NOUN
biht-230	17	30	–	–	PUNCT
biht-230	17	31	that	that	DET
biht-230	17	32	dpal	dpal	ADJ
biht-230	17	33	site	site	NOUN
biht-230	17	34	can	can	AUX
biht-230	17	35	measure	measure	VERB
biht-230	17	36	the	the	DET
biht-230	17	37	amount	amount	NOUN
biht-230	17	38	of	of	ADP
biht-230	17	39	api	api	NOUN
biht-230	17	40	in	in	ADP
biht-230	17	41	a	a	DET
biht-230	17	42	given	give	VERB
biht-230	17	43	dosage	dosage	NOUN
biht-230	17	44	form	form	NOUN
biht-230	17	45	and	and	CCONJ
biht-230	17	46	compare	compare	VERB
biht-230	17	47	it	it	PRON
biht-230	17	48	with	with	ADP
biht-230	17	49	the	the	DET
biht-230	17	50	accepted	accept	VERB
biht-230	17	51	amount	amount	NOUN
biht-230	17	52	of	of	ADP
biht-230	17	53	api	api	NOUN
biht-230	17	54	required	require	VERB
biht-230	17	55	to	to	PART
biht-230	17	56	qualify	qualify	VERB
biht-230	17	57	a	a	DET
biht-230	17	58	dosage	dosage	NOUN
biht-230	17	59	form	form	NOUN
biht-230	17	60	as	as	ADP
biht-230	17	61	good	good	ADJ
biht-230	17	62	quality	quality	NOUN
biht-230	17	63	.	.	PUNCT
biht-230	18	1	while	while	SCONJ
biht-230	18	2	this	this	DET
biht-230	18	3	api	api	NOUN
biht-230	18	4	content	content	NOUN
biht-230	18	5	assay	assay	VERB
biht-230	18	6	is	be	AUX
biht-230	18	7	only	only	ADV
biht-230	18	8	one	one	NUM
biht-230	18	9	component	component	NOUN
biht-230	18	10	of	of	ADP
biht-230	18	11	quality	quality	NOUN
biht-230	18	12	testing	testing	NOUN
biht-230	18	13	,	,	PUNCT
biht-230	18	14	it	it	PRON
biht-230	18	15	is	be	AUX
biht-230	18	16	a	a	DET
biht-230	18	17	key	key	ADJ
biht-230	18	18	indicator	indicator	NOUN
biht-230	18	19	of	of	ADP
biht-230	18	20	quality	quality	NOUN
biht-230	18	21	problems	problem	NOUN
biht-230	18	22	that	that	PRON
biht-230	18	23	can	can	AUX
biht-230	18	24	cause	cause	VERB
biht-230	18	25	adverse	adverse	ADJ
biht-230	18	26	patient	patient	ADJ
biht-230	18	27	outcomes	outcome	NOUN
biht-230	18	28	.	.	PUNCT
biht-230	19	1	dpal	dpal	ADJ
biht-230	19	2	allows	allow	VERB
biht-230	19	3	more	more	ADJ
biht-230	19	4	dosage	dosage	NOUN
biht-230	19	5	forms	form	NOUN
biht-230	19	6	collected	collect	VERB
biht-230	19	7	in	in	ADP
biht-230	19	8	lmics	lmic	NOUN
biht-230	19	9	to	to	PART
biht-230	19	10	be	be	AUX
biht-230	19	11	tested	test	VERB
biht-230	19	12	for	for	ADP
biht-230	19	13	quality	quality	NOUN
biht-230	19	14	than	than	SCONJ
biht-230	19	15	would	would	AUX
biht-230	19	16	otherwise	otherwise	ADV
biht-230	19	17	be	be	AUX
biht-230	19	18	analyzed	analyze	VERB
biht-230	19	19	through	through	ADP
biht-230	19	20	post	post	ADJ
biht-230	19	21	-	-	ADJ
biht-230	19	22	market	market	ADJ
biht-230	19	23	surveillance	surveillance	NOUN
biht-230	19	24	.	.	PUNCT
biht-230	20	1	dosage	dosage	NOUN
biht-230	20	2	forms	form	NOUN
biht-230	20	3	undergo	undergo	VERB
biht-230	20	4	two	two	NUM
biht-230	20	5	types	type	NOUN
biht-230	20	6	of	of	ADP
biht-230	20	7	sample	sample	NOUN
biht-230	20	8	analysis	analysis	NOUN
biht-230	20	9	throughout	throughout	ADP
biht-230	20	10	the	the	DET
biht-230	20	11	dpal	dpal	ADJ
biht-230	20	12	workflow	workflow	NOUN
biht-230	20	13	.	.	PUNCT
biht-230	21	1	in	in	ADP
biht-230	21	2	addition	addition	NOUN
biht-230	21	3	to	to	ADP
biht-230	21	4	the	the	DET
biht-230	21	5	hplc	hplc	NOUN
biht-230	21	6	-	-	PUNCT
biht-230	21	7	based	base	VERB
biht-230	21	8	sample	sample	NOUN
biht-230	21	9	analysis	analysis	NOUN
biht-230	21	10	of	of	ADP
biht-230	21	11	dpal	dpal	ADJ
biht-230	21	12	,	,	PUNCT
biht-230	21	13	dosage	dosage	NOUN
biht-230	21	14	forms	form	NOUN
biht-230	21	15	are	be	AUX
biht-230	21	16	screened	screen	VERB
biht-230	21	17	in	in	ADP
biht-230	21	18	-	-	PUNCT
biht-230	21	19	country	country	NOUN
biht-230	21	20	at	at	ADP
biht-230	21	21	collection	collection	NOUN
biht-230	21	22	sites	site	NOUN
biht-230	21	23	using	use	VERB
biht-230	21	24	a	a	DET
biht-230	21	25	paper	paper	NOUN
biht-230	21	26	analytical	analytical	ADJ
biht-230	21	27	device	device	NOUN
biht-230	21	28	(	(	PUNCT
biht-230	21	29	pad	pad	NOUN
biht-230	21	30	:	:	PUNCT
biht-230	21	31	a	a	DET
biht-230	21	32	cost	cost	NOUN
biht-230	21	33	-	-	PUNCT
biht-230	21	34	effective	effective	ADJ
biht-230	21	35	tool	tool	NOUN
biht-230	21	36	for	for	ADP
biht-230	21	37	field	field	NOUN
biht-230	21	38	screening	screening	NOUN
biht-230	21	39	of	of	ADP
biht-230	21	40	pharmaceutical	pharmaceutical	ADJ
biht-230	21	41	dosage	dosage	NOUN
biht-230	21	42	forms	form	NOUN
biht-230	21	43	in	in	ADP
biht-230	21	44	low	low	ADJ
biht-230	21	45	-	-	PUNCT
biht-230	21	46	resource	resource	NOUN
biht-230	21	47	settings	setting	NOUN
biht-230	21	48	.	.	PUNCT
biht-230	21	49	)	)	PUNCT
biht-230	22	1	the	the	DET
biht-230	22	2	pad	pad	NOUN
biht-230	22	3	is	be	AUX
biht-230	22	4	a	a	DET
biht-230	22	5	field	field	NOUN
biht-230	22	6	-	-	PUNCT
biht-230	22	7	friendly	friendly	ADJ
biht-230	22	8	device	device	NOUN
biht-230	22	9	that	that	PRON
biht-230	22	10	is	be	AUX
biht-230	22	11	used	use	VERB
biht-230	22	12	to	to	PART
biht-230	22	13	screen	screen	VERB
biht-230	22	14	drug	drug	NOUN
biht-230	22	15	dosage	dosage	NOUN
biht-230	22	16	forms	form	NOUN
biht-230	22	17	to	to	PART
biht-230	22	18	identify	identify	VERB
biht-230	22	19	suspicious	suspicious	ADJ
biht-230	22	20	products	product	NOUN
biht-230	22	21	,	,	PUNCT
biht-230	22	22	prior	prior	ADV
biht-230	22	23	to	to	ADP
biht-230	22	24	hplc	hplc	NOUN
biht-230	22	25	analysis.6	analysis.6	PROPN
biht-230	22	26	samples	sample	NOUN
biht-230	22	27	that	that	PRON
biht-230	22	28	are	be	AUX
biht-230	22	29	flagged	flag	VERB
biht-230	22	30	as	as	ADP
biht-230	22	31	suspicious	suspicious	ADJ
biht-230	22	32	via	via	ADP
biht-230	22	33	pad	pad	NOUN
biht-230	22	34	screening	screening	NOUN
biht-230	22	35	can	can	AUX
biht-230	22	36	then	then	ADV
biht-230	22	37	be	be	AUX
biht-230	22	38	prioritized	prioritize	VERB
biht-230	22	39	for	for	ADP
biht-230	22	40	hplc	hplc	NOUN
biht-230	22	41	analysis	analysis	NOUN
biht-230	22	42	.	.	PUNCT
biht-230	23	1	throughout	throughout	ADP
biht-230	23	2	the	the	DET
biht-230	23	3	past	past	ADJ
biht-230	23	4	7	7	NUM
biht-230	23	5	years	year	NOUN
biht-230	23	6	that	that	PRON
biht-230	23	7	dpal	dpal	ADJ
biht-230	23	8	has	have	AUX
biht-230	23	9	existed	exist	VERB
biht-230	23	10	,	,	PUNCT
biht-230	23	11	over	over	ADP
biht-230	23	12	1,000	1,000	NUM
biht-230	23	13	dosage	dosage	NOUN
biht-230	23	14	forms	form	NOUN
biht-230	23	15	have	have	AUX
biht-230	23	16	been	be	AUX
biht-230	23	17	analyzed	analyze	VERB
biht-230	23	18	and	and	CCONJ
biht-230	23	19	168	168	NUM
biht-230	23	20	sf	sf	NOUN
biht-230	23	21	drugs	drug	NOUN
biht-230	23	22	have	have	AUX
biht-230	23	23	been	be	AUX
biht-230	23	24	detected	detect	VERB
biht-230	23	25	through	through	ADP
biht-230	23	26	the	the	DET
biht-230	23	27	program	program	NOUN
biht-230	23	28	,	,	PUNCT
biht-230	23	29	including	include	VERB
biht-230	23	30	falsified	falsify	VERB
biht-230	23	31	acetaminophen	acetaminophen	NOUN
biht-230	23	32	,	,	PUNCT
biht-230	23	33	adulterated	adulterate	VERB
biht-230	23	34	amoxicillin	amoxicillin	PROPN
biht-230	23	35	clavulanate	clavulanate	NOUN
biht-230	23	36	and	and	CCONJ
biht-230	23	37	doxycycline	doxycycline	NOUN
biht-230	23	38	,	,	PUNCT
biht-230	23	39	and	and	CCONJ
biht-230	23	40	substandard	substandard	ADJ
biht-230	23	41	losartan.5	losartan.5	VERB
biht-230	23	42	this	this	DET
biht-230	23	43	number	number	NOUN
biht-230	23	44	of	of	ADP
biht-230	23	45	detected	detect	VERB
biht-230	23	46	sf	sf	NOUN
biht-230	23	47	drugs	drug	NOUN
biht-230	23	48	is	be	AUX
biht-230	23	49	in	in	ADP
biht-230	23	50	alignment	alignment	NOUN
biht-230	23	51	with	with	ADP
biht-230	23	52	estimates	estimate	NOUN
biht-230	23	53	that	that	SCONJ
biht-230	23	54	10	10	NUM
biht-230	23	55	%	%	NOUN
biht-230	23	56	of	of	ADP
biht-230	23	57	drugs	drug	NOUN
biht-230	23	58	in	in	ADP
biht-230	23	59	lmics	lmic	NOUN
biht-230	23	60	are	be	AUX
biht-230	23	61	sf	sf	PROPN
biht-230	23	62	.	.	PUNCT
biht-230	24	1	the	the	DET
biht-230	24	2	analysis	analysis	NOUN
biht-230	24	3	results	result	NOUN
biht-230	24	4	collected	collect	VERB
biht-230	24	5	through	through	ADP
biht-230	24	6	dpal	dpal	ADJ
biht-230	24	7	are	be	AUX
biht-230	24	8	communicated	communicate	VERB
biht-230	24	9	to	to	ADP
biht-230	24	10	the	the	DET
biht-230	24	11	stakeholders	stakeholder	NOUN
biht-230	24	12	including	include	VERB
biht-230	24	13	the	the	DET
biht-230	24	14	pertinent	pertinent	ADJ
biht-230	24	15	regulatory	regulatory	ADJ
biht-230	24	16	agencies	agency	NOUN
biht-230	24	17	and	and	CCONJ
biht-230	24	18	partner	partner	NOUN
biht-230	24	19	organizations	organization	NOUN
biht-230	24	20	in	in	ADP
biht-230	24	21	the	the	DET
biht-230	24	22	country	country	NOUN
biht-230	24	23	where	where	SCONJ
biht-230	24	24	the	the	DET
biht-230	24	25	samples	sample	NOUN
biht-230	24	26	were	be	AUX
biht-230	24	27	collected	collect	VERB
biht-230	24	28	and	and	CCONJ
biht-230	24	29	can	can	AUX
biht-230	24	30	be	be	AUX
biht-230	24	31	used	use	VERB
biht-230	24	32	to	to	PART
biht-230	24	33	inform	inform	VERB
biht-230	24	34	purchasing	purchasing	NOUN
biht-230	24	35	options	option	NOUN
biht-230	24	36	.	.	PUNCT
biht-230	25	1	throughout	throughout	ADP
biht-230	25	2	the	the	DET
biht-230	25	3	workflow	workflow	NOUN
biht-230	25	4	of	of	ADP
biht-230	25	5	dpal	dpal	NOUN
biht-230	25	6	,	,	PUNCT
biht-230	25	7	a	a	DET
biht-230	25	8	large	large	ADJ
biht-230	25	9	amount	amount	NOUN
biht-230	25	10	of	of	ADP
biht-230	25	11	data	datum	NOUN
biht-230	25	12	are	be	AUX
biht-230	25	13	generated	generate	VERB
biht-230	25	14	,	,	PUNCT
biht-230	25	15	stored	store	VERB
biht-230	25	16	,	,	PUNCT
biht-230	25	17	and	and	CCONJ
biht-230	25	18	shared	share	VERB
biht-230	25	19	;	;	PUNCT
biht-230	25	20	the	the	DET
biht-230	25	21	physical	physical	ADJ
biht-230	25	22	location	location	NOUN
biht-230	25	23	of	of	ADP
biht-230	25	24	each	each	DET
biht-230	25	25	sample	sample	NOUN
biht-230	25	26	,	,	PUNCT
biht-230	25	27	its	its	PRON
biht-230	25	28	progression	progression	NOUN
biht-230	25	29	through	through	ADP
biht-230	25	30	the	the	DET
biht-230	25	31	analysis	analysis	NOUN
biht-230	25	32	workflow	workflow	NOUN
biht-230	25	33	,	,	PUNCT
biht-230	25	34	results	result	NOUN
biht-230	25	35	of	of	ADP
biht-230	25	36	the	the	DET
biht-230	25	37	analysis	analysis	NOUN
biht-230	25	38	,	,	PUNCT
biht-230	25	39	system	system	NOUN
biht-230	25	40	suitability	suitability	NOUN
biht-230	25	41	information	information	NOUN
biht-230	25	42	,	,	PUNCT
biht-230	25	43	requests	request	NOUN
biht-230	25	44	for	for	ADP
biht-230	25	45	samples	sample	NOUN
biht-230	25	46	,	,	PUNCT
biht-230	25	47	and	and	CCONJ
biht-230	25	48	alerts	alert	VERB
biht-230	25	49	that	that	SCONJ
biht-230	25	50	samples	sample	NOUN
biht-230	25	51	are	be	AUX
biht-230	25	52	on	on	ADP
biht-230	25	53	their	their	PRON
biht-230	25	54	way	way	NOUN
biht-230	25	55	to	to	ADP
biht-230	25	56	a	a	DET
biht-230	25	57	location	location	NOUN
biht-230	25	58	.	.	PUNCT
biht-230	26	1	all	all	DET
biht-230	26	2	these	these	DET
biht-230	26	3	data	datum	NOUN
biht-230	26	4	are	be	AUX
biht-230	26	5	currently	currently	ADV
biht-230	26	6	housed	house	VERB
biht-230	26	7	on	on	ADP
biht-230	26	8	a	a	DET
biht-230	26	9	myriad	myriad	NOUN
biht-230	26	10	of	of	ADP
biht-230	26	11	platforms	platform	NOUN
biht-230	26	12	,	,	PUNCT
biht-230	26	13	including	include	VERB
biht-230	26	14	open	open	ADJ
biht-230	26	15	science	science	NOUN
biht-230	26	16	framework	framework	NOUN
biht-230	26	17	(	(	PUNCT
biht-230	26	18	osf	osf	NOUN
biht-230	26	19	)	)	PUNCT
biht-230	26	20	,	,	PUNCT
biht-230	26	21	excel	excel	PROPN
biht-230	26	22	,	,	PUNCT
biht-230	26	23	dropbox	dropbox	PROPN
biht-230	26	24	(	(	PUNCT
biht-230	26	25	a	a	DET
biht-230	26	26	file	file	NOUN
biht-230	26	27	-	-	PUNCT
biht-230	26	28	hosting	host	VERB
biht-230	26	29	service	service	NOUN
biht-230	26	30	)	)	PUNCT
biht-230	26	31	,	,	PUNCT
biht-230	26	32	email	email	NOUN
biht-230	26	33	,	,	PUNCT
biht-230	26	34	external	external	ADJ
biht-230	26	35	hard	hard	ADJ
biht-230	26	36	drives	drive	NOUN
biht-230	26	37	,	,	PUNCT
biht-230	26	38	and	and	CCONJ
biht-230	26	39	personal	personal	ADJ
biht-230	26	40	computers	computer	NOUN
biht-230	26	41	.	.	PUNCT
biht-230	27	1	in	in	ADP
biht-230	27	2	addition	addition	NOUN
biht-230	27	3	,	,	PUNCT
biht-230	27	4	changes	change	NOUN
biht-230	27	5	are	be	AUX
biht-230	27	6	made	make	VERB
biht-230	27	7	to	to	ADP
biht-230	27	8	existing	exist	VERB
biht-230	27	9	data	datum	NOUN
biht-230	27	10	by	by	ADP
biht-230	27	11	several	several	ADJ
biht-230	27	12	users	user	NOUN
biht-230	27	13	,	,	PUNCT
biht-230	27	14	with	with	ADP
biht-230	27	15	no	no	DET
biht-230	27	16	way	way	NOUN
biht-230	27	17	to	to	PART
biht-230	27	18	log	log	VERB
biht-230	27	19	or	or	CCONJ
biht-230	27	20	track	track	VERB
biht-230	27	21	the	the	DET
biht-230	27	22	changes	change	NOUN
biht-230	27	23	.	.	PUNCT
biht-230	28	1	the	the	DET
biht-230	28	2	lack	lack	NOUN
biht-230	28	3	of	of	ADP
biht-230	28	4	streamlined	streamlined	ADJ
biht-230	28	5	data	datum	NOUN
biht-230	28	6	management	management	NOUN
biht-230	28	7	threatens	threaten	VERB
biht-230	28	8	the	the	DET
biht-230	28	9	security	security	NOUN
biht-230	28	10	of	of	ADP
biht-230	28	11	the	the	DET
biht-230	28	12	data	datum	NOUN
biht-230	28	13	,	,	PUNCT
biht-230	28	14	which	which	PRON
biht-230	28	15	means	mean	VERB
biht-230	28	16	that	that	SCONJ
biht-230	28	17	the	the	DET
biht-230	28	18	dpal	dpal	ADJ
biht-230	28	19	program	program	NOUN
biht-230	28	20	does	do	AUX
biht-230	28	21	not	not	PART
biht-230	28	22	operate	operate	VERB
biht-230	28	23	as	as	ADV
biht-230	28	24	efficiently	efficiently	ADV
biht-230	28	25	as	as	ADP
biht-230	28	26	possible	possible	ADJ
biht-230	28	27	.	.	PUNCT
biht-230	29	1	to	to	PART
biht-230	29	2	mitigate	mitigate	VERB
biht-230	29	3	the	the	DET
biht-230	29	4	challenges	challenge	NOUN
biht-230	29	5	associated	associate	VERB
biht-230	29	6	with	with	ADP
biht-230	29	7	the	the	DET
biht-230	29	8	data	data	NOUN
biht-230	29	9	management	management	NOUN
biht-230	29	10	in	in	ADP
biht-230	29	11	dpal	dpal	ADJ
biht-230	29	12	,	,	PUNCT
biht-230	29	13	the	the	DET
biht-230	29	14	artifacts	artifact	NOUN
biht-230	29	15	team	team	NOUN
biht-230	29	16	is	be	AUX
biht-230	29	17	developing	develop	VERB
biht-230	29	18	a	a	DET
biht-230	29	19	blockchain	blockchain	PROPN
biht-230	29	20	database	database	NOUN
biht-230	29	21	for	for	ADP
biht-230	29	22	managing	manage	VERB
biht-230	29	23	dpal	dpal	ADJ
biht-230	29	24	data	datum	NOUN
biht-230	29	25	,	,	PUNCT
biht-230	29	26	which	which	PRON
biht-230	29	27	allows	allow	VERB
biht-230	29	28	the	the	DET
biht-230	29	29	system	system	NOUN
biht-230	29	30	to	to	PART
biht-230	29	31	be	be	AUX
biht-230	29	32	secured	secure	VERB
biht-230	29	33	and	and	CCONJ
biht-230	29	34	show	show	VERB
biht-230	29	35	provenance	provenance	NOUN
biht-230	29	36	of	of	ADP
biht-230	29	37	data	datum	NOUN
biht-230	29	38	.	.	PUNCT
biht-230	30	1	founded	found	VERB
biht-230	30	2	by	by	ADP
biht-230	30	3	a	a	DET
biht-230	30	4	team	team	NOUN
biht-230	30	5	experienced	experience	VERB
biht-230	30	6	delivering	deliver	VERB
biht-230	30	7	solutions	solution	NOUN
biht-230	30	8	widely	widely	ADV
biht-230	30	9	used	use	VERB
biht-230	30	10	for	for	ADP
biht-230	30	11	scientific	scientific	ADJ
biht-230	30	12	research	research	NOUN
biht-230	30	13	,	,	PUNCT
biht-230	30	14	artifacts	artifact	NOUN
biht-230	30	15	had	have	AUX
biht-230	30	16	blended	blend	VERB
biht-230	30	17	the	the	DET
biht-230	30	18	creation	creation	NOUN
biht-230	30	19	of	of	ADP
biht-230	30	20	cloud	cloud	NOUN
biht-230	30	21	-	-	PUNCT
biht-230	30	22	based	base	VERB
biht-230	30	23	information	information	NOUN
biht-230	30	24	platforms	platform	NOUN
biht-230	30	25	tethered	tether	VERB
biht-230	30	26	to	to	ADP
biht-230	30	27	trusted	trust	VERB
biht-230	30	28	distributed	distribute	VERB
biht-230	30	29	ledger	ledger	NOUN
biht-230	30	30	technology	technology	NOUN
biht-230	30	31	.	.	PUNCT
biht-230	31	1	employing	employ	VERB
biht-230	31	2	web	web	NOUN
biht-230	31	3	3	3	NUM
biht-230	31	4	technologies	technology	NOUN
biht-230	31	5	,	,	PUNCT
biht-230	31	6	artifacts	artifact	NOUN
biht-230	31	7	offers	offer	VERB
biht-230	31	8	provenance	provenance	NOUN
biht-230	31	9	security	security	NOUN
biht-230	31	10	services	service	NOUN
biht-230	31	11	for	for	ADP
biht-230	31	12	researchers	researcher	NOUN
biht-230	31	13	across	across	ADP
biht-230	31	14	all	all	DET
biht-230	31	15	disciplines	discipline	NOUN
biht-230	31	16	and	and	CCONJ
biht-230	31	17	partners	partner	NOUN
biht-230	31	18	with	with	ADP
biht-230	31	19	universities	university	NOUN
biht-230	31	20	,	,	PUNCT
biht-230	31	21	publishers	publisher	NOUN
biht-230	31	22	,	,	PUNCT
biht-230	31	23	and	and	CCONJ
biht-230	31	24	other	other	ADJ
biht-230	31	25	organizations	organization	NOUN
biht-230	31	26	seeking	seek	VERB
biht-230	31	27	solutions	solution	NOUN
biht-230	31	28	for	for	ADP
biht-230	31	29	providing	provide	VERB
biht-230	31	30	timely	timely	ADJ
biht-230	31	31	and	and	CCONJ
biht-230	31	32	verifiable	verifiable	ADJ
biht-230	31	33	access	access	NOUN
biht-230	31	34	to	to	ADP
biht-230	31	35	information	information	NOUN
biht-230	31	36	with	with	ADP
biht-230	31	37	scientific	scientific	ADJ
biht-230	31	38	,	,	PUNCT
biht-230	31	39	societal	societal	ADJ
biht-230	31	40	,	,	PUNCT
biht-230	31	41	and	and	CCONJ
biht-230	31	42	commercial	commercial	ADJ
biht-230	31	43	value.7–9	value.7–9	PROPN
biht-230	31	44	blockchain	blockchain	PROPN
biht-230	31	45	has	have	AUX
biht-230	31	46	been	be	AUX
biht-230	31	47	adapted	adapt	VERB
biht-230	31	48	for	for	ADP
biht-230	31	49	numerous	numerous	ADJ
biht-230	31	50	applications	application	NOUN
biht-230	31	51	in	in	ADP
biht-230	31	52	science	science	NOUN
biht-230	31	53	and	and	CCONJ
biht-230	31	54	health	health	NOUN
biht-230	31	55	care	care	NOUN
biht-230	31	56	that	that	PRON
biht-230	31	57	include	include	VERB
biht-230	31	58	managing	manage	VERB
biht-230	31	59	research	research	NOUN
biht-230	31	60	evidence	evidence	NOUN
biht-230	31	61	,	,	PUNCT
biht-230	31	62	collection	collection	NOUN
biht-230	31	63	of	of	ADP
biht-230	31	64	informed	informed	ADJ
biht-230	31	65	consent	consent	NOUN
biht-230	31	66	for	for	ADP
biht-230	31	67	clinical	clinical	ADJ
biht-230	31	68	trials	trial	NOUN
biht-230	31	69	,	,	PUNCT
biht-230	31	70	and	and	CCONJ
biht-230	31	71	confirming	confirm	VERB
biht-230	31	72	patient	patient	ADJ
biht-230	31	73	identity	identity	NOUN
biht-230	31	74	,	,	PUNCT
biht-230	31	75	with	with	ADP
biht-230	31	76	benefits	benefit	NOUN
biht-230	31	77	for	for	ADP
biht-230	31	78	building	build	VERB
biht-230	31	79	a	a	DET
biht-230	31	80	secure	secure	ADJ
biht-230	31	81	platform	platform	NOUN
biht-230	31	82	for	for	ADP
biht-230	31	83	managing	manage	VERB
biht-230	31	84	and	and	CCONJ
biht-230	31	85	storing	store	VERB
biht-230	31	86	data.10–12	data.10–12	NOUN
biht-230	31	87	incorporating	incorporate	VERB
biht-230	31	88	blockchain	blockchain	NOUN
biht-230	31	89	in	in	ADP
biht-230	31	90	the	the	DET
biht-230	31	91	technology	technology	NOUN
biht-230	31	92	stack	stack	NOUN
biht-230	31	93	for	for	ADP
biht-230	31	94	these	these	PRON
biht-230	31	95	and	and	CCONJ
biht-230	31	96	other	other	ADJ
biht-230	31	97	applications	application	NOUN
biht-230	31	98	introduces	introduce	VERB
biht-230	31	99	an	an	DET
biht-230	31	100	enhanced	enhanced	ADJ
biht-230	31	101	layer	layer	NOUN
biht-230	31	102	of	of	ADP
biht-230	31	103	trust	trust	NOUN
biht-230	31	104	and	and	CCONJ
biht-230	31	105	verifiability	verifiability	NOUN
biht-230	31	106	,	,	PUNCT
biht-230	31	107	both	both	PRON
biht-230	31	108	of	of	ADP
biht-230	31	109	which	which	PRON
biht-230	31	110	are	be	AUX
biht-230	31	111	essential	essential	ADJ
biht-230	31	112	with	with	ADP
biht-230	31	113	use	use	NOUN
biht-230	31	114	cases	case	NOUN
biht-230	31	115	involving	involve	VERB
biht-230	31	116	multiple	multiple	ADJ
biht-230	31	117	participant	participant	ADJ
biht-230	31	118	contributors	contributor	NOUN
biht-230	31	119	engaged	engage	VERB
biht-230	31	120	in	in	ADP
biht-230	31	121	geographically	geographically	ADV
biht-230	31	122	distributed	distribute	VERB
biht-230	31	123	processes	process	NOUN
biht-230	31	124	.	.	PUNCT
biht-230	32	1	the	the	DET
biht-230	32	2	key	key	ADJ
biht-230	32	3	benefits	benefit	NOUN
biht-230	32	4	of	of	ADP
biht-230	32	5	integrating	integrate	VERB
biht-230	32	6	blockchain	blockchain	PROPN
biht-230	32	7	into	into	ADP
biht-230	32	8	healthcare	healthcare	NOUN
biht-230	32	9	applications	application	NOUN
biht-230	32	10	include	include	VERB
biht-230	32	11	decentralized	decentralized	ADJ
biht-230	32	12	management	management	NOUN
biht-230	32	13	,	,	PUNCT
biht-230	32	14	an	an	DET
biht-230	32	15	immutable	immutable	ADJ
biht-230	32	16	record	record	NOUN
biht-230	32	17	of	of	ADP
biht-230	32	18	actions	action	NOUN
biht-230	32	19	and	and	CCONJ
biht-230	32	20	data	datum	NOUN
biht-230	32	21	,	,	PUNCT
biht-230	32	22	robustness	robustness	NOUN
biht-230	32	23	and	and	CCONJ
biht-230	32	24	availability	availability	NOUN
biht-230	32	25	,	,	PUNCT
biht-230	32	26	and	and	CCONJ
biht-230	32	27	enhanced	enhance	VERB
biht-230	32	28	security	security	NOUN
biht-230	32	29	and	and	CCONJ
biht-230	32	30	privacy.13,14	privacy.13,14	ADV
biht-230	32	31	applying	apply	VERB
biht-230	32	32	blockchain	blockchain	PROPN
biht-230	32	33	to	to	PART
biht-230	32	34	mitigate	mitigate	VERB
biht-230	32	35	dpal	dpal	ADJ
biht-230	32	36	’s	’s	PART
biht-230	32	37	current	current	ADJ
biht-230	32	38	shortcomings	shortcoming	NOUN
biht-230	32	39	is	be	AUX
biht-230	32	40	expected	expect	VERB
biht-230	32	41	to	to	PART
biht-230	32	42	enable	enable	VERB
biht-230	32	43	the	the	DET
biht-230	32	44	testing	testing	NOUN
biht-230	32	45	and	and	CCONJ
biht-230	32	46	sample	sample	NOUN
biht-230	32	47	handling	handle	VERB
biht-230	32	48	workflow	workflow	NOUN
biht-230	32	49	to	to	PART
biht-230	32	50	operate	operate	VERB
biht-230	32	51	more	more	ADV
biht-230	32	52	efficiently	efficiently	ADV
biht-230	32	53	.	.	PUNCT
biht-230	33	1	actions	action	NOUN
biht-230	33	2	performed	perform	VERB
biht-230	33	3	are	be	AUX
biht-230	33	4	recorded	record	VERB
biht-230	33	5	locally	locally	ADV
biht-230	33	6	but	but	CCONJ
biht-230	33	7	are	be	AUX
biht-230	33	8	not	not	PART
biht-230	33	9	visible	visible	ADJ
biht-230	33	10	to	to	ADP
biht-230	33	11	other	other	ADJ
biht-230	33	12	participants	participant	NOUN
biht-230	33	13	.	.	PUNCT
biht-230	34	1	controlled	control	VERB
biht-230	34	2	handling	handling	NOUN
biht-230	34	3	of	of	ADP
biht-230	34	4	samples	sample	NOUN
biht-230	34	5	and	and	CCONJ
biht-230	34	6	the	the	DET
biht-230	34	7	provenance	provenance	NOUN
biht-230	34	8	of	of	ADP
biht-230	34	9	results	result	NOUN
biht-230	34	10	obtained	obtain	VERB
biht-230	34	11	can	can	AUX
biht-230	34	12	not	not	PART
biht-230	34	13	be	be	AUX
biht-230	34	14	verified	verify	VERB
biht-230	34	15	.	.	PUNCT
biht-230	35	1	this	this	DET
biht-230	35	2	approach	approach	NOUN
biht-230	35	3	is	be	AUX
biht-230	35	4	unable	unable	ADJ
biht-230	35	5	to	to	PART
biht-230	35	6	scale	scale	VERB
biht-230	35	7	and	and	CCONJ
biht-230	35	8	process	process	VERB
biht-230	35	9	the	the	DET
biht-230	35	10	volume	volume	NOUN
biht-230	35	11	of	of	ADP
biht-230	35	12	samples	sample	NOUN
biht-230	35	13	required	require	VERB
biht-230	35	14	to	to	PART
biht-230	35	15	maintain	maintain	VERB
biht-230	35	16	active	active	ADJ
biht-230	35	17	monitoring	monitoring	NOUN
biht-230	35	18	and	and	CCONJ
biht-230	35	19	reporting	reporting	NOUN
biht-230	35	20	of	of	ADP
biht-230	35	21	drug	drug	NOUN
biht-230	35	22	quality	quality	NOUN
biht-230	35	23	.	.	PUNCT
biht-230	36	1	the	the	DET
biht-230	36	2	use	use	NOUN
biht-230	36	3	of	of	ADP
biht-230	36	4	an	an	DET
biht-230	36	5	interactive	interactive	ADJ
biht-230	36	6	platform	platform	NOUN
biht-230	36	7	by	by	ADP
biht-230	36	8	all	all	DET
biht-230	36	9	contributors	contributor	NOUN
biht-230	36	10	,	,	PUNCT
biht-230	36	11	operating	operate	VERB
biht-230	36	12	24/7	24/7	PROPN
biht-230	36	13	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	36	14	citation	citation	NOUN
biht-230	36	15	:	:	PUNCT
biht-230	36	16	blockchain	blockchain	NOUN
biht-230	36	17	in	in	ADP
biht-230	36	18	healthcare	healthcare	NOUN
biht-230	36	19	today	today	NOUN
biht-230	36	20	2022	2022	NUM
biht-230	36	21	,	,	PUNCT
biht-230	36	22	5	5	NUM
biht-230	36	23	:	:	SYM
biht-230	36	24	230	230	NUM
biht-230	36	25	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	36	26	3	3	NUM
biht-230	36	27	securing	secure	VERB
biht-230	36	28	the	the	DET
biht-230	36	29	chain	chain	NOUN
biht-230	36	30	of	of	ADP
biht-230	36	31	custody	custody	NOUN
biht-230	36	32	and	and	CCONJ
biht-230	36	33	integrity	integrity	NOUN
biht-230	36	34	of	of	ADP
biht-230	36	35	data	datum	NOUN
biht-230	36	36	in	in	ADP
biht-230	36	37	a	a	DET
biht-230	36	38	global	global	ADJ
biht-230	36	39	north	north	NOUN
biht-230	36	40	–	–	PUNCT
biht-230	36	41	south	south	NOUN
biht-230	36	42	partnership	partnership	NOUN
biht-230	36	43	to	to	PART
biht-230	36	44	monitor	monitor	VERB
biht-230	36	45	the	the	DET
biht-230	36	46	quality	quality	NOUN
biht-230	36	47	of	of	ADP
biht-230	36	48	essential	essential	ADJ
biht-230	36	49	medicines	medicine	NOUN
biht-230	36	50	that	that	PRON
biht-230	36	51	records	record	VERB
biht-230	36	52	all	all	DET
biht-230	36	53	actions	action	NOUN
biht-230	36	54	and	and	CCONJ
biht-230	36	55	scientific	scientific	ADJ
biht-230	36	56	metadata	metadata	NOUN
biht-230	36	57	to	to	ADP
biht-230	36	58	a	a	DET
biht-230	36	59	blockchain	blockchain	NOUN
biht-230	36	60	ledger	ledger	NOUN
biht-230	36	61	,	,	PUNCT
biht-230	36	62	is	be	AUX
biht-230	36	63	expected	expect	VERB
biht-230	36	64	to	to	PART
biht-230	36	65	speed	speed	VERB
biht-230	36	66	handling	handling	NOUN
biht-230	36	67	,	,	PUNCT
biht-230	36	68	reporting	reporting	NOUN
biht-230	36	69	,	,	PUNCT
biht-230	36	70	verification	verification	NOUN
biht-230	36	71	and	and	CCONJ
biht-230	36	72	management	management	NOUN
biht-230	36	73	activities	activity	NOUN
biht-230	36	74	among	among	ADP
biht-230	36	75	multiple	multiple	ADJ
biht-230	36	76	parties	party	NOUN
biht-230	36	77	working	work	VERB
biht-230	36	78	from	from	ADP
biht-230	36	79	multiple	multiple	ADJ
biht-230	36	80	geographic	geographic	ADJ
biht-230	36	81	and	and	CCONJ
biht-230	36	82	organizational	organizational	ADJ
biht-230	36	83	locations	location	NOUN
biht-230	36	84	.	.	PUNCT
biht-230	37	1	benefits	benefit	NOUN
biht-230	37	2	include	include	VERB
biht-230	37	3	streamlining	streamline	VERB
biht-230	37	4	all	all	DET
biht-230	37	5	data	datum	NOUN
biht-230	37	6	,	,	PUNCT
biht-230	37	7	results	result	NOUN
biht-230	37	8	,	,	PUNCT
biht-230	37	9	requests	request	NOUN
biht-230	37	10	,	,	PUNCT
biht-230	37	11	and	and	CCONJ
biht-230	37	12	physical	physical	ADJ
biht-230	37	13	sample	sample	NOUN
biht-230	37	14	location	location	NOUN
biht-230	37	15	information	information	NOUN
biht-230	37	16	into	into	ADP
biht-230	37	17	one	one	NUM
biht-230	37	18	platform	platform	NOUN
biht-230	37	19	,	,	PUNCT
biht-230	37	20	having	have	VERB
biht-230	37	21	record	record	NOUN
biht-230	37	22	of	of	ADP
biht-230	37	23	provenance	provenance	NOUN
biht-230	37	24	so	so	ADV
biht-230	37	25	we	we	PRON
biht-230	37	26	know	know	VERB
biht-230	37	27	when	when	SCONJ
biht-230	37	28	and	and	CCONJ
biht-230	37	29	by	by	ADP
biht-230	37	30	whom	whom	PRON
biht-230	37	31	changes	change	NOUN
biht-230	37	32	were	be	AUX
biht-230	37	33	made	make	VERB
biht-230	37	34	to	to	ADP
biht-230	37	35	data	datum	NOUN
biht-230	37	36	,	,	PUNCT
biht-230	37	37	and	and	CCONJ
biht-230	37	38	ensuring	ensure	VERB
biht-230	37	39	that	that	SCONJ
biht-230	37	40	updates	update	NOUN
biht-230	37	41	can	can	AUX
biht-230	37	42	only	only	ADV
biht-230	37	43	be	be	AUX
biht-230	37	44	made	make	VERB
biht-230	37	45	by	by	ADP
biht-230	37	46	authorized	authorize	VERB
biht-230	37	47	personnel	personnel	NOUN
biht-230	37	48	.	.	PUNCT
biht-230	38	1	we	we	PRON
biht-230	38	2	describe	describe	VERB
biht-230	38	3	,	,	PUNCT
biht-230	38	4	here	here	ADV
biht-230	38	5	,	,	PUNCT
biht-230	38	6	plans	plan	NOUN
biht-230	38	7	for	for	ADP
biht-230	38	8	a	a	DET
biht-230	38	9	blockchain	blockchain	NOUN
biht-230	38	10	system	system	NOUN
biht-230	38	11	to	to	PART
biht-230	38	12	manage	manage	VERB
biht-230	38	13	dpal	dpal	ADJ
biht-230	38	14	data	datum	NOUN
biht-230	38	15	,	,	PUNCT
biht-230	38	16	which	which	PRON
biht-230	38	17	uses	use	VERB
biht-230	38	18	a	a	DET
biht-230	38	19	subset	subset	NOUN
biht-230	38	20	of	of	ADP
biht-230	38	21	dpal	dpal	ADJ
biht-230	38	22	participants	participant	NOUN
biht-230	38	23	as	as	ADP
biht-230	38	24	a	a	DET
biht-230	38	25	model	model	NOUN
biht-230	38	26	for	for	ADP
biht-230	38	27	the	the	DET
biht-230	38	28	larger	large	ADJ
biht-230	38	29	system	system	NOUN
biht-230	38	30	.	.	PUNCT
biht-230	39	1	the	the	DET
biht-230	39	2	blockchain	blockchain	PROPN
biht-230	39	3	-	-	PUNCT
biht-230	39	4	based	base	VERB
biht-230	39	5	system	system	NOUN
biht-230	39	6	is	be	AUX
biht-230	39	7	being	be	AUX
biht-230	39	8	designed	design	VERB
biht-230	39	9	by	by	ADP
biht-230	39	10	an	an	DET
biht-230	39	11	artifacts	artifact	NOUN
biht-230	39	12	team	team	NOUN
biht-230	39	13	.	.	PUNCT
biht-230	40	1	the	the	DET
biht-230	40	2	dpal	dpal	ADJ
biht-230	40	3	participants	participant	NOUN
biht-230	40	4	included	include	VERB
biht-230	40	5	in	in	ADP
biht-230	40	6	the	the	DET
biht-230	40	7	pilot	pilot	NOUN
biht-230	40	8	are	be	AUX
biht-230	40	9	the	the	DET
biht-230	40	10	in	in	ADP
biht-230	40	11	-	-	PUNCT
biht-230	40	12	country	country	NOUN
biht-230	40	13	coordinator	coordinator	NOUN
biht-230	40	14	from	from	ADP
biht-230	40	15	addis	addis	PROPN
biht-230	40	16	ababa	ababa	PROPN
biht-230	40	17	university	university	PROPN
biht-230	40	18	(	(	PUNCT
biht-230	40	19	addis	addis	PROPN
biht-230	40	20	ababa	ababa	PROPN
biht-230	40	21	,	,	PUNCT
biht-230	40	22	ethiopia	ethiopia	PROPN
biht-230	40	23	)	)	PUNCT
biht-230	40	24	,	,	PUNCT
biht-230	40	25	the	the	DET
biht-230	40	26	dpal	dpal	ADJ
biht-230	40	27	manager	manager	NOUN
biht-230	40	28	from	from	ADP
biht-230	40	29	the	the	DET
biht-230	40	30	university	university	PROPN
biht-230	40	31	of	of	ADP
biht-230	40	32	notre	notre	PROPN
biht-230	40	33	dame	dame	PROPN
biht-230	40	34	(	(	PUNCT
biht-230	40	35	nd	nd	NOUN
biht-230	40	36	)	)	PUNCT
biht-230	40	37	(	(	PUNCT
biht-230	40	38	notre	notre	PROPN
biht-230	40	39	dame	dame	PROPN
biht-230	40	40	,	,	PUNCT
biht-230	40	41	indiana	indiana	PROPN
biht-230	40	42	,	,	PUNCT
biht-230	40	43	usa	usa	PROPN
biht-230	40	44	)	)	PUNCT
biht-230	40	45	,	,	PUNCT
biht-230	40	46	and	and	CCONJ
biht-230	40	47	the	the	DET
biht-230	40	48	dpal	dpal	ADJ
biht-230	40	49	site	site	NOUN
biht-230	40	50	coordinator	coordinator	NOUN
biht-230	40	51	and	and	CCONJ
biht-230	40	52	analyst(s	analyst(s	PROPN
biht-230	40	53	)	)	PUNCT
biht-230	40	54	at	at	ADP
biht-230	40	55	roanoke	roanoke	PROPN
biht-230	40	56	college	college	PROPN
biht-230	40	57	(	(	PUNCT
biht-230	40	58	salem	salem	PROPN
biht-230	40	59	,	,	PUNCT
biht-230	40	60	virginia	virginia	PROPN
biht-230	40	61	,	,	PUNCT
biht-230	40	62	usa	usa	PROPN
biht-230	40	63	)	)	PUNCT
biht-230	40	64	.	.	PUNCT
biht-230	41	1	after	after	ADP
biht-230	41	2	this	this	DET
biht-230	41	3	pilot	pilot	NOUN
biht-230	41	4	,	,	PUNCT
biht-230	41	5	the	the	DET
biht-230	41	6	use	use	NOUN
biht-230	41	7	of	of	ADP
biht-230	41	8	blockchain	blockchain	PROPN
biht-230	41	9	will	will	AUX
biht-230	41	10	be	be	AUX
biht-230	41	11	expanded	expand	VERB
biht-230	41	12	to	to	ADP
biht-230	41	13	all	all	DET
biht-230	41	14	dpal	dpal	ADJ
biht-230	41	15	participants	participant	NOUN
biht-230	41	16	,	,	PUNCT
biht-230	41	17	including	include	VERB
biht-230	41	18	other	other	ADJ
biht-230	41	19	collaborators	collaborator	NOUN
biht-230	41	20	in	in	ADP
biht-230	41	21	lmics	lmic	NOUN
biht-230	41	22	and	and	CCONJ
biht-230	41	23	other	other	ADJ
biht-230	41	24	colleges	college	NOUN
biht-230	41	25	in	in	ADP
biht-230	41	26	the	the	DET
biht-230	41	27	us	us	PROPN
biht-230	41	28	and	and	CCONJ
biht-230	41	29	abroad	abroad	ADV
biht-230	41	30	.	.	PUNCT
biht-230	42	1	dpal	dpal	ADJ
biht-230	42	2	the	the	DET
biht-230	42	3	distributed	distribute	VERB
biht-230	42	4	pharmaceutical	pharmaceutical	ADJ
biht-230	42	5	analysis	analysis	NOUN
biht-230	42	6	lab	lab	NOUN
biht-230	42	7	leverages	leverage	VERB
biht-230	42	8	the	the	DET
biht-230	42	9	testing	testing	NOUN
biht-230	42	10	capacity	capacity	NOUN
biht-230	42	11	of	of	ADP
biht-230	42	12	academic	academic	ADJ
biht-230	42	13	institutions	institution	NOUN
biht-230	42	14	in	in	ADP
biht-230	42	15	the	the	DET
biht-230	42	16	us	us	PROPN
biht-230	42	17	and	and	CCONJ
biht-230	42	18	abroad	abroad	ADV
biht-230	42	19	,	,	PUNCT
biht-230	42	20	including	include	VERB
biht-230	42	21	lmic	lmic	ADJ
biht-230	42	22	institutions	institution	NOUN
biht-230	42	23	to	to	PART
biht-230	42	24	test	test	VERB
biht-230	42	25	drugs	drug	NOUN
biht-230	42	26	sourced	source	VERB
biht-230	42	27	from	from	ADP
biht-230	42	28	lmics	lmic	NOUN
biht-230	42	29	.	.	PUNCT
biht-230	43	1	the	the	DET
biht-230	43	2	major	major	ADJ
biht-230	43	3	players	player	NOUN
biht-230	43	4	in	in	ADP
biht-230	43	5	the	the	DET
biht-230	43	6	dpal	dpal	ADJ
biht-230	43	7	workflow	workflow	NOUN
biht-230	43	8	include	include	VERB
biht-230	43	9	the	the	DET
biht-230	43	10	coordinators	coordinator	NOUN
biht-230	43	11	at	at	ADP
biht-230	43	12	each	each	DET
biht-230	43	13	collection	collection	NOUN
biht-230	43	14	site	site	NOUN
biht-230	43	15	,	,	PUNCT
biht-230	43	16	the	the	DET
biht-230	43	17	dpal	dpal	ADJ
biht-230	43	18	manager	manager	NOUN
biht-230	43	19	at	at	ADP
biht-230	43	20	nd	nd	PROPN
biht-230	43	21	,	,	PUNCT
biht-230	43	22	the	the	DET
biht-230	43	23	site	site	NOUN
biht-230	43	24	coordinator	coordinator	NOUN
biht-230	43	25	and	and	CCONJ
biht-230	43	26	analysts	analyst	NOUN
biht-230	43	27	at	at	ADP
biht-230	43	28	each	each	DET
biht-230	43	29	dpal	dpal	ADJ
biht-230	43	30	site	site	NOUN
biht-230	43	31	,	,	PUNCT
biht-230	43	32	and	and	CCONJ
biht-230	43	33	stakeholders	stakeholder	NOUN
biht-230	43	34	,	,	PUNCT
biht-230	43	35	such	such	ADJ
biht-230	43	36	as	as	ADP
biht-230	43	37	pharmaceutical	pharmaceutical	ADJ
biht-230	43	38	regulatory	regulatory	ADJ
biht-230	43	39	agencies	agency	NOUN
biht-230	43	40	.	.	PUNCT
biht-230	44	1	workflow	workflow	VERB
biht-230	44	2	the	the	DET
biht-230	44	3	process	process	NOUN
biht-230	44	4	of	of	ADP
biht-230	44	5	dpal	dpal	ADJ
biht-230	44	6	occurs	occur	VERB
biht-230	44	7	in	in	ADP
biht-230	44	8	multiple	multiple	ADJ
biht-230	44	9	countries	country	NOUN
biht-230	44	10	and	and	CCONJ
biht-230	44	11	multiple	multiple	ADJ
biht-230	44	12	locations	location	NOUN
biht-230	44	13	,	,	PUNCT
biht-230	44	14	with	with	ADP
biht-230	44	15	each	each	DET
biht-230	44	16	location	location	NOUN
biht-230	44	17	contributing	contribute	VERB
biht-230	44	18	different	different	ADJ
biht-230	44	19	data	datum	NOUN
biht-230	44	20	to	to	ADP
biht-230	44	21	the	the	DET
biht-230	44	22	overall	overall	ADJ
biht-230	44	23	database	database	NOUN
biht-230	44	24	,	,	PUNCT
biht-230	44	25	as	as	SCONJ
biht-230	44	26	outlined	outline	VERB
biht-230	44	27	in	in	ADP
biht-230	44	28	figure	figure	NOUN
biht-230	44	29	1	1	NUM
biht-230	44	30	.	.	NOUN
biht-230	44	31	1	1	NUM
biht-230	44	32	.	.	X
biht-230	45	1	collection	collection	NOUN
biht-230	45	2	:	:	PUNCT
biht-230	45	3	the	the	DET
biht-230	45	4	dpal	dpal	ADJ
biht-230	45	5	process	process	NOUN
biht-230	45	6	begins	begin	VERB
biht-230	45	7	in	in	ADP
biht-230	45	8	-	-	PUNCT
biht-230	45	9	country	country	NOUN
biht-230	45	10	,	,	PUNCT
biht-230	45	11	where	where	SCONJ
biht-230	45	12	overt	overt	ADJ
biht-230	45	13	or	or	CCONJ
biht-230	45	14	covert	covert	ADJ
biht-230	45	15	shoppers	shopper	NOUN
biht-230	45	16	visit	visit	VERB
biht-230	45	17	local	local	ADJ
biht-230	45	18	pharmacies	pharmacy	NOUN
biht-230	45	19	and	and	CCONJ
biht-230	45	20	other	other	ADJ
biht-230	45	21	places	place	NOUN
biht-230	45	22	that	that	PRON
biht-230	45	23	sell	sell	VERB
biht-230	45	24	medicines	medicine	NOUN
biht-230	45	25	to	to	PART
biht-230	45	26	purchase	purchase	VERB
biht-230	45	27	finished	finish	VERB
biht-230	45	28	pharmaceutical	pharmaceutical	ADJ
biht-230	45	29	dosage	dosage	NOUN
biht-230	45	30	forms	form	NOUN
biht-230	45	31	of	of	ADP
biht-230	45	32	drugs	drug	NOUN
biht-230	45	33	,	,	PUNCT
biht-230	45	34	such	such	ADJ
biht-230	45	35	as	as	ADP
biht-230	45	36	amoxicillin	amoxicillin	NOUN
biht-230	45	37	,	,	PUNCT
biht-230	45	38	azithromycin	azithromycin	PROPN
biht-230	45	39	,	,	PUNCT
biht-230	45	40	and	and	CCONJ
biht-230	45	41	ceftriaxone	ceftriaxone	PROPN
biht-230	45	42	.	.	PUNCT
biht-230	46	1	the	the	DET
biht-230	46	2	drugs	drug	NOUN
biht-230	46	3	are	be	AUX
biht-230	46	4	screened	screen	VERB
biht-230	46	5	with	with	ADP
biht-230	46	6	a	a	DET
biht-230	46	7	pad	pad	NOUN
biht-230	46	8	designed	design	VERB
biht-230	46	9	to	to	PART
biht-230	46	10	identify	identify	VERB
biht-230	46	11	suspicious	suspicious	ADJ
biht-230	46	12	products	product	NOUN
biht-230	46	13	,	,	PUNCT
biht-230	46	14	but	but	CCONJ
biht-230	46	15	this	this	DET
biht-230	46	16	test	test	NOUN
biht-230	46	17	must	must	AUX
biht-230	46	18	be	be	AUX
biht-230	46	19	backed	back	VERB
biht-230	46	20	up	up	ADP
biht-230	46	21	with	with	ADP
biht-230	46	22	confirmatory	confirmatory	ADJ
biht-230	46	23	analysis	analysis	NOUN
biht-230	46	24	by	by	ADP
biht-230	46	25	hplc.6,15	hplc.6,15	PROPN
biht-230	46	26	2	2	NUM
biht-230	46	27	.	.	PUNCT
biht-230	47	1	arrival	arrival	NOUN
biht-230	47	2	at	at	ADP
biht-230	47	3	notre	notre	PROPN
biht-230	47	4	dame	dame	PROPN
biht-230	47	5	:	:	PUNCT
biht-230	47	6	the	the	DET
biht-230	47	7	in	in	ADP
biht-230	47	8	-	-	PUNCT
biht-230	47	9	country	country	NOUN
biht-230	47	10	collaborators	collaborator	NOUN
biht-230	47	11	retain	retain	VERB
biht-230	47	12	a	a	DET
biht-230	47	13	portion	portion	NOUN
biht-230	47	14	of	of	ADP
biht-230	47	15	the	the	DET
biht-230	47	16	pills	pill	NOUN
biht-230	47	17	in	in	ADP
biht-230	47	18	each	each	DET
biht-230	47	19	package	package	NOUN
biht-230	47	20	for	for	ADP
biht-230	47	21	their	their	PRON
biht-230	47	22	own	own	ADJ
biht-230	47	23	analysis	analysis	NOUN
biht-230	47	24	.	.	PUNCT
biht-230	48	1	the	the	DET
biht-230	48	2	remaining	remain	VERB
biht-230	48	3	pills	pill	NOUN
biht-230	48	4	are	be	AUX
biht-230	48	5	sent	send	VERB
biht-230	48	6	to	to	ADP
biht-230	48	7	the	the	DET
biht-230	48	8	university	university	PROPN
biht-230	48	9	of	of	ADP
biht-230	48	10	notre	notre	PROPN
biht-230	48	11	dame	dame	PROPN
biht-230	48	12	,	,	PUNCT
biht-230	48	13	indiana	indiana	PROPN
biht-230	48	14	,	,	PUNCT
biht-230	48	15	usa	usa	PROPN
biht-230	48	16	for	for	ADP
biht-230	48	17	intake	intake	NOUN
biht-230	48	18	where	where	SCONJ
biht-230	48	19	they	they	PRON
biht-230	48	20	are	be	AUX
biht-230	48	21	given	give	VERB
biht-230	48	22	unique	unique	ADJ
biht-230	48	23	identification	identification	NOUN
biht-230	48	24	codes	code	NOUN
biht-230	48	25	,	,	PUNCT
biht-230	48	26	inspected	inspect	VERB
biht-230	48	27	,	,	PUNCT
biht-230	48	28	and	and	CCONJ
biht-230	48	29	prepared	prepare	VERB
biht-230	48	30	for	for	ADP
biht-230	48	31	distribution	distribution	NOUN
biht-230	48	32	.	.	PUNCT
biht-230	49	1	3	3	X
biht-230	49	2	.	.	X
biht-230	49	3	distribution	distribution	NOUN
biht-230	49	4	:	:	PUNCT
biht-230	49	5	prior	prior	ADV
biht-230	49	6	to	to	ADP
biht-230	49	7	receiving	receive	VERB
biht-230	49	8	samples	sample	NOUN
biht-230	49	9	for	for	ADP
biht-230	49	10	analysis	analysis	NOUN
biht-230	49	11	,	,	PUNCT
biht-230	49	12	academic	academic	ADJ
biht-230	49	13	institutions	institution	NOUN
biht-230	49	14	must	must	AUX
biht-230	49	15	prove	prove	VERB
biht-230	49	16	their	their	PRON
biht-230	49	17	ability	ability	NOUN
biht-230	49	18	to	to	PART
biht-230	49	19	analyze	analyze	VERB
biht-230	49	20	a	a	DET
biht-230	49	21	specific	specific	ADJ
biht-230	49	22	api	api	NOUN
biht-230	49	23	.	.	PUNCT
biht-230	50	1	at	at	ADP
biht-230	50	2	nd	nd	NOUN
biht-230	50	3	,	,	PUNCT
biht-230	50	4	packages	package	NOUN
biht-230	50	5	of	of	ADP
biht-230	50	6	pills	pill	NOUN
biht-230	50	7	are	be	AUX
biht-230	50	8	subdivided	subdivide	VERB
biht-230	50	9	so	so	SCONJ
biht-230	50	10	some	some	DET
biht-230	50	11	pills	pill	NOUN
biht-230	50	12	can	can	AUX
biht-230	50	13	be	be	AUX
biht-230	50	14	sent	send	VERB
biht-230	50	15	to	to	ADP
biht-230	50	16	participating	participate	VERB
biht-230	50	17	dpal	dpal	ADJ
biht-230	50	18	locations	location	NOUN
biht-230	50	19	for	for	ADP
biht-230	50	20	analysis	analysis	NOUN
biht-230	50	21	;	;	PUNCT
biht-230	50	22	nd	nd	PRON
biht-230	50	23	retains	retain	VERB
biht-230	50	24	a	a	DET
biht-230	50	25	portion	portion	NOUN
biht-230	50	26	of	of	ADP
biht-230	50	27	the	the	DET
biht-230	50	28	pills	pill	NOUN
biht-230	50	29	for	for	ADP
biht-230	50	30	further	further	ADJ
biht-230	50	31	testing	testing	NOUN
biht-230	50	32	.	.	PUNCT
biht-230	51	1	4	4	X
biht-230	51	2	.	.	X
biht-230	51	3	analysis	analysis	NOUN
biht-230	51	4	:	:	PUNCT
biht-230	51	5	samples	sample	NOUN
biht-230	51	6	are	be	AUX
biht-230	51	7	analyzed	analyze	VERB
biht-230	51	8	via	via	ADP
biht-230	51	9	hplc	hplc	NOUN
biht-230	51	10	at	at	ADP
biht-230	51	11	dpal	dpal	ADJ
biht-230	51	12	locations	location	NOUN
biht-230	51	13	,	,	PUNCT
biht-230	51	14	and	and	CCONJ
biht-230	51	15	the	the	DET
biht-230	51	16	results	result	NOUN
biht-230	51	17	are	be	AUX
biht-230	51	18	sent	send	VERB
biht-230	51	19	back	back	ADV
biht-230	51	20	to	to	ADP
biht-230	51	21	nd	nd	PRON
biht-230	51	22	.	.	PUNCT
biht-230	52	1	some	some	DET
biht-230	52	2	samples	sample	NOUN
biht-230	52	3	are	be	AUX
biht-230	52	4	also	also	ADV
biht-230	52	5	analyzed	analyze	VERB
biht-230	52	6	in	in	ADP
biht-230	52	7	-	-	PUNCT
biht-230	52	8	house	house	NOUN
biht-230	52	9	at	at	ADP
biht-230	52	10	nd	nd	ADV
biht-230	52	11	or	or	CCONJ
biht-230	52	12	in	in	ADP
biht-230	52	13	the	the	DET
biht-230	52	14	lmic	lmic	ADJ
biht-230	52	15	sites	site	NOUN
biht-230	52	16	.	.	PUNCT
biht-230	53	1	5	5	X
biht-230	53	2	.	.	X
biht-230	53	3	reporting	reporting	NOUN
biht-230	53	4	:	:	PUNCT
biht-230	53	5	results	result	NOUN
biht-230	53	6	of	of	ADP
biht-230	53	7	analysis	analysis	NOUN
biht-230	53	8	are	be	AUX
biht-230	53	9	sent	send	VERB
biht-230	53	10	back	back	ADV
biht-230	53	11	to	to	ADP
biht-230	53	12	nd	nd	PRON
biht-230	53	13	and	and	CCONJ
biht-230	53	14	are	be	AUX
biht-230	53	15	compiled	compile	VERB
biht-230	53	16	into	into	ADP
biht-230	53	17	a	a	DET
biht-230	53	18	formal	formal	ADJ
biht-230	53	19	report	report	NOUN
biht-230	53	20	that	that	PRON
biht-230	53	21	is	be	AUX
biht-230	53	22	sent	send	VERB
biht-230	53	23	to	to	ADP
biht-230	53	24	in	in	ADP
biht-230	53	25	-	-	PUNCT
biht-230	53	26	country	country	NOUN
biht-230	53	27	stakeholders	stakeholder	NOUN
biht-230	53	28	.	.	PUNCT
biht-230	54	1	when	when	SCONJ
biht-230	54	2	necessary	necessary	ADJ
biht-230	54	3	,	,	PUNCT
biht-230	54	4	international	international	ADJ
biht-230	54	5	sf	sf	NOUN
biht-230	54	6	medicines	medicine	NOUN
biht-230	54	7	monitoring	monitor	VERB
biht-230	54	8	schemes	scheme	NOUN
biht-230	54	9	including	include	VERB
biht-230	54	10	the	the	PRON
biht-230	54	11	who	who	PRON
biht-230	54	12	will	will	AUX
biht-230	54	13	be	be	AUX
biht-230	54	14	notified	notify	VERB
biht-230	54	15	.	.	PUNCT
biht-230	55	1	data	datum	NOUN
biht-230	55	2	generated	generate	VERB
biht-230	55	3	from	from	ADP
biht-230	55	4	workflow	workflow	NOUN
biht-230	55	5	at	at	ADP
biht-230	55	6	each	each	DET
biht-230	55	7	step	step	NOUN
biht-230	55	8	of	of	ADP
biht-230	55	9	the	the	DET
biht-230	55	10	dpal	dpal	ADJ
biht-230	55	11	workflow	workflow	NOUN
biht-230	55	12	,	,	PUNCT
biht-230	55	13	data	datum	NOUN
biht-230	55	14	are	be	AUX
biht-230	55	15	generated	generate	VERB
biht-230	55	16	,	,	PUNCT
biht-230	55	17	and	and	CCONJ
biht-230	55	18	the	the	DET
biht-230	55	19	existing	exist	VERB
biht-230	55	20	metadata	metadata	NOUN
biht-230	55	21	are	be	AUX
biht-230	55	22	updated	update	VERB
biht-230	55	23	.	.	PUNCT
biht-230	56	1	the	the	DET
biht-230	56	2	data	datum	NOUN
biht-230	56	3	involved	involve	VERB
biht-230	56	4	in	in	ADP
biht-230	56	5	each	each	DET
biht-230	56	6	step	step	NOUN
biht-230	56	7	are	be	AUX
biht-230	56	8	outlined	outline	VERB
biht-230	56	9	below	below	ADP
biht-230	56	10	:	:	PUNCT
biht-230	56	11	1	1	X
biht-230	56	12	.	.	X
biht-230	56	13	collection	collection	NOUN
biht-230	56	14	:	:	PUNCT
biht-230	56	15	during	during	ADP
biht-230	56	16	collection	collection	NOUN
biht-230	56	17	,	,	PUNCT
biht-230	56	18	each	each	DET
biht-230	56	19	dosage	dosage	NOUN
biht-230	56	20	form	form	NOUN
biht-230	56	21	is	be	AUX
biht-230	56	22	assigned	assign	VERB
biht-230	56	23	a	a	DET
biht-230	56	24	temporary	temporary	ADJ
biht-230	56	25	identification	identification	NOUN
biht-230	56	26	number	number	NOUN
biht-230	56	27	and	and	CCONJ
biht-230	56	28	is	be	AUX
biht-230	56	29	fig	fig	NOUN
biht-230	56	30	.	.	PUNCT
biht-230	57	1	1	1	X
biht-230	57	2	.	.	PUNCT
biht-230	58	1	the	the	DET
biht-230	58	2	dpal	dpal	ADJ
biht-230	58	3	(	(	PUNCT
biht-230	58	4	distributed	distribute	VERB
biht-230	58	5	pharmaceutical	pharmaceutical	ADJ
biht-230	58	6	analysis	analysis	NOUN
biht-230	58	7	lab	lab	NOUN
biht-230	58	8	)	)	PUNCT
biht-230	58	9	process	process	NOUN
biht-230	58	10	occurs	occur	VERB
biht-230	58	11	in	in	ADP
biht-230	58	12	multiple	multiple	ADJ
biht-230	58	13	countries	country	NOUN
biht-230	58	14	and	and	CCONJ
biht-230	58	15	locations	location	NOUN
biht-230	58	16	.	.	PUNCT
biht-230	59	1	each	each	DET
biht-230	59	2	location	location	NOUN
biht-230	59	3	contributes	contribute	VERB
biht-230	59	4	different	different	ADJ
biht-230	59	5	data	datum	NOUN
biht-230	59	6	to	to	ADP
biht-230	59	7	the	the	DET
biht-230	59	8	overall	overall	ADJ
biht-230	59	9	database	database	NOUN
biht-230	59	10	,	,	PUNCT
biht-230	59	11	as	as	SCONJ
biht-230	59	12	illustrated	illustrate	VERB
biht-230	59	13	here	here	ADV
biht-230	59	14	.	.	PUNCT
biht-230	60	1	hplc	hplc	NOUN
biht-230	60	2	:	:	PUNCT
biht-230	60	3	high	high	ADJ
biht-230	60	4	-	-	PUNCT
biht-230	60	5	performance	performance	NOUN
biht-230	60	6	liquid	liquid	NOUN
biht-230	60	7	chromatography	chromatography	NOUN
biht-230	60	8	;	;	PUNCT
biht-230	60	9	lmics	lmic	NOUN
biht-230	60	10	:	:	PUNCT
biht-230	60	11	low	low	ADJ
biht-230	60	12	-	-	PUNCT
biht-230	60	13	and	and	CCONJ
biht-230	60	14	middle	middle	ADJ
biht-230	60	15	-	-	PUNCT
biht-230	60	16	income	income	NOUN
biht-230	60	17	countries	country	NOUN
biht-230	60	18	;	;	PUNCT
biht-230	60	19	nd	nd	NUM
biht-230	60	20	:	:	PUNCT
biht-230	60	21	university	university	NOUN
biht-230	60	22	of	of	ADP
biht-230	60	23	notre	notre	PROPN
biht-230	60	24	dame	dame	PROPN
biht-230	60	25	.	.	PUNCT
biht-230	61	1	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	VERB
biht-230	61	2	citation	citation	NOUN
biht-230	61	3	:	:	PUNCT
biht-230	62	1	blockchain	blockchain	NOUN
biht-230	62	2	in	in	ADP
biht-230	62	3	healthcare	healthcare	NOUN
biht-230	62	4	today	today	NOUN
biht-230	62	5	2022	2022	NUM
biht-230	62	6	,	,	PUNCT
biht-230	62	7	5	5	NUM
biht-230	62	8	:	:	SYM
biht-230	62	9	230	230	NUM
biht-230	63	1	http://dx.doi.org/10.30953/bhty.v5.2304	http://dx.doi.org/10.30953/bhty.v5.2304	PROPN
biht-230	63	2	kathleen	kathleen	PROPN
biht-230	63	3	hayes	hayes	PROPN
biht-230	63	4	et	et	PROPN
biht-230	63	5	al	al	PROPN
biht-230	63	6	.	.	PROPN
biht-230	63	7	attributed	attribute	VERB
biht-230	63	8	information	information	NOUN
biht-230	63	9	on	on	ADP
biht-230	63	10	api	api	NOUN
biht-230	63	11	,	,	PUNCT
biht-230	63	12	drug	drug	NOUN
biht-230	63	13	class	class	NOUN
biht-230	63	14	,	,	PUNCT
biht-230	63	15	brand	brand	NOUN
biht-230	63	16	,	,	PUNCT
biht-230	63	17	manufacturer	manufacturer	NOUN
biht-230	63	18	,	,	PUNCT
biht-230	63	19	country	country	NOUN
biht-230	63	20	of	of	ADP
biht-230	63	21	origin	origin	NOUN
biht-230	63	22	,	,	PUNCT
biht-230	63	23	batch	batch	NOUN
biht-230	63	24	/	/	SYM
biht-230	63	25	lot	lot	NOUN
biht-230	63	26	number	number	NOUN
biht-230	63	27	,	,	PUNCT
biht-230	63	28	api	api	NOUN
biht-230	63	29	content	content	NOUN
biht-230	63	30	,	,	PUNCT
biht-230	63	31	manufacturing	manufacturing	NOUN
biht-230	63	32	date	date	NOUN
biht-230	63	33	,	,	PUNCT
biht-230	63	34	and	and	CCONJ
biht-230	63	35	expiry	expiry	NOUN
biht-230	63	36	date	date	NOUN
biht-230	63	37	,	,	PUNCT
biht-230	63	38	as	as	ADV
biht-230	63	39	well	well	ADV
biht-230	63	40	as	as	ADP
biht-230	63	41	the	the	DET
biht-230	63	42	overt	overt	ADJ
biht-230	63	43	or	or	CCONJ
biht-230	63	44	covert	covert	ADJ
biht-230	63	45	shopper	shopper	NOUN
biht-230	63	46	’s	’s	PART
biht-230	63	47	name	name	NOUN
biht-230	63	48	and	and	CCONJ
biht-230	63	49	town	town	NOUN
biht-230	63	50	and	and	CCONJ
biht-230	63	51	location	location	NOUN
biht-230	63	52	where	where	SCONJ
biht-230	63	53	the	the	DET
biht-230	63	54	purchase	purchase	NOUN
biht-230	63	55	was	be	AUX
biht-230	63	56	made	make	VERB
biht-230	63	57	.	.	PUNCT
biht-230	64	1	historically	historically	ADV
biht-230	64	2	,	,	PUNCT
biht-230	64	3	these	these	DET
biht-230	64	4	data	datum	NOUN
biht-230	64	5	have	have	AUX
biht-230	64	6	been	be	AUX
biht-230	64	7	collected	collect	VERB
biht-230	64	8	in	in	ADP
biht-230	64	9	a	a	DET
biht-230	64	10	single	single	ADJ
biht-230	64	11	spreadsheet	spreadsheet	NOUN
biht-230	64	12	of	of	ADP
biht-230	64	13	metadata	metadata	PROPN
biht-230	64	14	.	.	PUNCT
biht-230	65	1	pitfalls	pitfall	NOUN
biht-230	65	2	to	to	ADP
biht-230	65	3	this	this	DET
biht-230	65	4	current	current	ADJ
biht-230	65	5	arrangement	arrangement	NOUN
biht-230	65	6	include	include	VERB
biht-230	65	7	the	the	DET
biht-230	65	8	manual	manual	ADJ
biht-230	65	9	entry	entry	NOUN
biht-230	65	10	of	of	ADP
biht-230	65	11	metadata	metadata	NOUN
biht-230	65	12	creating	create	VERB
biht-230	65	13	typos	typo	NOUN
biht-230	65	14	,	,	PUNCT
biht-230	65	15	most	most	ADV
biht-230	65	16	often	often	ADV
biht-230	65	17	in	in	ADP
biht-230	65	18	lot	lot	NOUN
biht-230	65	19	/	/	SYM
biht-230	65	20	batch	batch	NOUN
biht-230	65	21	number	number	NOUN
biht-230	65	22	,	,	PUNCT
biht-230	65	23	and	and	CCONJ
biht-230	65	24	the	the	DET
biht-230	65	25	accumulation	accumulation	NOUN
biht-230	65	26	of	of	ADP
biht-230	65	27	multiple	multiple	ADJ
biht-230	65	28	versions	version	NOUN
biht-230	65	29	of	of	ADP
biht-230	65	30	the	the	DET
biht-230	65	31	spreadsheets	spreadsheet	NOUN
biht-230	65	32	.	.	PUNCT
biht-230	66	1	2	2	X
biht-230	66	2	.	.	X
biht-230	66	3	arrival	arrival	NOUN
biht-230	66	4	at	at	ADP
biht-230	66	5	notre	notre	PROPN
biht-230	66	6	dame	dame	PROPN
biht-230	66	7	:	:	PUNCT
biht-230	66	8	an	an	DET
biht-230	66	9	alert	alert	NOUN
biht-230	66	10	that	that	SCONJ
biht-230	66	11	samples	sample	NOUN
biht-230	66	12	are	be	AUX
biht-230	66	13	on	on	ADP
biht-230	66	14	their	their	PRON
biht-230	66	15	way	way	NOUN
biht-230	66	16	to	to	ADP
biht-230	66	17	nd	nd	PRON
biht-230	66	18	is	be	AUX
biht-230	66	19	sent	send	VERB
biht-230	66	20	from	from	ADP
biht-230	66	21	in	in	ADP
biht-230	66	22	-	-	PUNCT
biht-230	66	23	country	country	NOUN
biht-230	66	24	to	to	ADP
biht-230	66	25	nd	nd	PROPN
biht-230	66	26	via	via	ADP
biht-230	66	27	email	email	NOUN
biht-230	66	28	and	and	CCONJ
biht-230	66	29	the	the	DET
biht-230	66	30	metadata	metadata	NOUN
biht-230	66	31	spreadsheet	spreadsheet	NOUN
biht-230	66	32	is	be	AUX
biht-230	66	33	shared	share	VERB
biht-230	66	34	via	via	ADP
biht-230	66	35	dropbox	dropbox	PROPN
biht-230	66	36	.	.	PUNCT
biht-230	67	1	once	once	SCONJ
biht-230	67	2	the	the	DET
biht-230	67	3	physical	physical	ADJ
biht-230	67	4	samples	sample	NOUN
biht-230	67	5	arrive	arrive	VERB
biht-230	67	6	at	at	ADP
biht-230	67	7	nd	nd	NOUN
biht-230	67	8	,	,	PUNCT
biht-230	67	9	they	they	PRON
biht-230	67	10	are	be	AUX
biht-230	67	11	assigned	assign	VERB
biht-230	67	12	a	a	DET
biht-230	67	13	new	new	ADJ
biht-230	67	14	(	(	PUNCT
biht-230	67	15	and	and	CCONJ
biht-230	67	16	permanent	permanent	ADJ
biht-230	67	17	)	)	PUNCT
biht-230	67	18	identification	identification	NOUN
biht-230	67	19	code	code	NOUN
biht-230	67	20	,	,	PUNCT
biht-230	67	21	which	which	PRON
biht-230	67	22	is	be	AUX
biht-230	67	23	updated	update	VERB
biht-230	67	24	in	in	ADP
biht-230	67	25	the	the	DET
biht-230	67	26	metadata	metadata	NOUN
biht-230	67	27	spreadsheet	spreadsheet	NOUN
biht-230	67	28	and	and	CCONJ
biht-230	67	29	physically	physically	ADV
biht-230	67	30	affixed	affix	VERB
biht-230	67	31	to	to	ADP
biht-230	67	32	the	the	DET
biht-230	67	33	sample	sample	NOUN
biht-230	67	34	.	.	PUNCT
biht-230	68	1	challenges	challenge	NOUN
biht-230	68	2	that	that	PRON
biht-230	68	3	can	can	AUX
biht-230	68	4	arise	arise	VERB
biht-230	68	5	at	at	ADP
biht-230	68	6	this	this	DET
biht-230	68	7	step	step	NOUN
biht-230	68	8	include	include	VERB
biht-230	68	9	discovering	discover	VERB
biht-230	68	10	missing	miss	VERB
biht-230	68	11	or	or	CCONJ
biht-230	68	12	unaccounted	unaccounte	VERB
biht-230	68	13	for	for	ADP
biht-230	68	14	samples	sample	NOUN
biht-230	68	15	and	and	CCONJ
biht-230	68	16	recompiling	recompile	VERB
biht-230	68	17	shipping	shipping	NOUN
biht-230	68	18	lists	list	NOUN
biht-230	68	19	and	and	CCONJ
biht-230	68	20	lists	list	NOUN
biht-230	68	21	of	of	ADP
biht-230	68	22	metadata	metadata	NOUN
biht-230	68	23	for	for	ADP
biht-230	68	24	customs	custom	NOUN
biht-230	68	25	clearance	clearance	NOUN
biht-230	68	26	.	.	PUNCT
biht-230	69	1	3	3	X
biht-230	69	2	.	.	X
biht-230	69	3	distribution	distribution	NOUN
biht-230	69	4	:	:	PUNCT
biht-230	69	5	before	before	ADP
biht-230	69	6	receiving	receive	VERB
biht-230	69	7	samples	sample	NOUN
biht-230	69	8	for	for	ADP
biht-230	69	9	analysis	analysis	NOUN
biht-230	69	10	,	,	PUNCT
biht-230	69	11	participating	participate	VERB
biht-230	69	12	dpal	dpal	ADJ
biht-230	69	13	locations	location	NOUN
biht-230	69	14	must	must	AUX
biht-230	69	15	prove	prove	VERB
biht-230	69	16	that	that	SCONJ
biht-230	69	17	their	their	PRON
biht-230	69	18	instrument	instrument	NOUN
biht-230	69	19	is	be	AUX
biht-230	69	20	capable	capable	ADJ
biht-230	69	21	of	of	ADP
biht-230	69	22	accurately	accurately	ADV
biht-230	69	23	determining	determine	VERB
biht-230	69	24	api	api	NOUN
biht-230	69	25	concentration	concentration	NOUN
biht-230	69	26	through	through	ADP
biht-230	69	27	a	a	DET
biht-230	69	28	process	process	NOUN
biht-230	69	29	called	call	VERB
biht-230	69	30	“	"	PUNCT
biht-230	69	31	system	system	NOUN
biht-230	69	32	suitability	suitability	NOUN
biht-230	69	33	,	,	PUNCT
biht-230	69	34	”	"	PUNCT
biht-230	69	35	which	which	PRON
biht-230	69	36	is	be	AUX
biht-230	69	37	a	a	DET
biht-230	69	38	set	set	NOUN
biht-230	69	39	of	of	ADP
biht-230	69	40	experiments	experiment	NOUN
biht-230	69	41	based	base	VERB
biht-230	69	42	off	off	ADP
biht-230	69	43	of	of	ADP
biht-230	69	44	united	united	PROPN
biht-230	69	45	states	states	PROPN
biht-230	69	46	pharmacopeia	pharmacopeia	PROPN
biht-230	69	47	<	<	X
biht-230	69	48	1225	1225	NUM
biht-230	69	49	>	>	X
biht-230	69	50	“	"	PUNCT
biht-230	69	51	validation	validation	NOUN
biht-230	69	52	of	of	ADP
biht-230	69	53	compendial	compendial	ADJ
biht-230	69	54	procedures	procedure	NOUN
biht-230	69	55	”	"	PUNCT
biht-230	69	56	method	method	NOUN
biht-230	69	57	that	that	PRON
biht-230	69	58	determines	determine	VERB
biht-230	69	59	the	the	DET
biht-230	69	60	instrument	instrument	NOUN
biht-230	69	61	and	and	CCONJ
biht-230	69	62	method	method	NOUN
biht-230	69	63	precision	precision	NOUN
biht-230	69	64	,	,	PUNCT
biht-230	69	65	accuracy	accuracy	NOUN
biht-230	69	66	,	,	PUNCT
biht-230	69	67	range	range	NOUN
biht-230	69	68	,	,	PUNCT
biht-230	69	69	and	and	CCONJ
biht-230	69	70	other	other	ADJ
biht-230	69	71	capabilities.16	capabilities.16	PROPN
biht-230	69	72	spreadsheet	spreadsheet	PROPN
biht-230	69	73	templates	template	NOUN
biht-230	69	74	for	for	ADP
biht-230	69	75	system	system	NOUN
biht-230	69	76	suitability	suitability	NOUN
biht-230	69	77	are	be	AUX
biht-230	69	78	available	available	ADJ
biht-230	69	79	to	to	ADP
biht-230	69	80	dpal	dpal	ADJ
biht-230	69	81	locations	location	NOUN
biht-230	69	82	through	through	ADP
biht-230	69	83	osf	osf	NOUN
biht-230	69	84	.	.	PUNCT
biht-230	70	1	these	these	DET
biht-230	70	2	results	result	NOUN
biht-230	70	3	are	be	AUX
biht-230	70	4	also	also	ADV
biht-230	70	5	shared	share	VERB
biht-230	70	6	back	back	ADV
biht-230	70	7	to	to	ADP
biht-230	70	8	the	the	DET
biht-230	70	9	university	university	PROPN
biht-230	70	10	of	of	ADP
biht-230	70	11	notre	notre	PROPN
biht-230	70	12	dame	dame	PROPN
biht-230	70	13	through	through	ADP
biht-230	70	14	osf	osf	PROPN
biht-230	70	15	.	.	PUNCT
biht-230	71	1	when	when	SCONJ
biht-230	71	2	a	a	DET
biht-230	71	3	dpal	dpal	ADJ
biht-230	71	4	school	school	NOUN
biht-230	71	5	is	be	AUX
biht-230	71	6	ready	ready	ADJ
biht-230	71	7	to	to	PART
biht-230	71	8	analyze	analyze	VERB
biht-230	71	9	samples	sample	NOUN
biht-230	71	10	,	,	PUNCT
biht-230	71	11	they	they	PRON
biht-230	71	12	send	send	VERB
biht-230	71	13	an	an	DET
biht-230	71	14	email	email	NOUN
biht-230	71	15	to	to	ADP
biht-230	71	16	nd	nd	NOUN
biht-230	71	17	requesting	request	VERB
biht-230	71	18	a	a	DET
biht-230	71	19	specific	specific	ADJ
biht-230	71	20	number	number	NOUN
biht-230	71	21	of	of	ADP
biht-230	71	22	samples	sample	NOUN
biht-230	71	23	.	.	PUNCT
biht-230	72	1	alternatively	alternatively	ADV
biht-230	72	2	,	,	PUNCT
biht-230	72	3	nd	nd	PRON
biht-230	72	4	will	will	AUX
biht-230	72	5	reach	reach	VERB
biht-230	72	6	out	out	ADP
biht-230	72	7	to	to	ADP
biht-230	72	8	dpal	dpal	ADJ
biht-230	72	9	schools	school	NOUN
biht-230	72	10	via	via	ADP
biht-230	72	11	email	email	NOUN
biht-230	72	12	to	to	PART
biht-230	72	13	see	see	VERB
biht-230	72	14	who	who	PRON
biht-230	72	15	has	have	VERB
biht-230	72	16	the	the	DET
biht-230	72	17	capacity	capacity	NOUN
biht-230	72	18	for	for	ADP
biht-230	72	19	more	more	ADJ
biht-230	72	20	samples	sample	NOUN
biht-230	72	21	.	.	PUNCT
biht-230	73	1	from	from	ADP
biht-230	73	2	there	there	ADV
biht-230	73	3	,	,	PUNCT
biht-230	73	4	the	the	DET
biht-230	73	5	nd	nd	NOUN
biht-230	73	6	dpal	dpal	ADJ
biht-230	73	7	coordinator	coordinator	NOUN
biht-230	73	8	will	will	AUX
biht-230	73	9	select	select	VERB
biht-230	73	10	dosage	dosage	NOUN
biht-230	73	11	forms	form	NOUN
biht-230	73	12	awaiting	await	VERB
biht-230	73	13	analysis	analysis	NOUN
biht-230	73	14	and	and	CCONJ
biht-230	73	15	,	,	PUNCT
biht-230	73	16	in	in	ADP
biht-230	73	17	the	the	DET
biht-230	73	18	case	case	NOUN
biht-230	73	19	of	of	ADP
biht-230	73	20	dosage	dosage	NOUN
biht-230	73	21	forms	form	NOUN
biht-230	73	22	containing	contain	VERB
biht-230	73	23	multiple	multiple	ADJ
biht-230	73	24	pills	pill	NOUN
biht-230	73	25	,	,	PUNCT
biht-230	73	26	will	will	AUX
biht-230	73	27	split	split	VERB
biht-230	73	28	two	two	NUM
biht-230	73	29	pills	pill	NOUN
biht-230	73	30	from	from	ADP
biht-230	73	31	the	the	DET
biht-230	73	32	dosage	dosage	NOUN
biht-230	73	33	form	form	NOUN
biht-230	73	34	and	and	CCONJ
biht-230	73	35	send	send	VERB
biht-230	73	36	those	those	PRON
biht-230	73	37	in	in	ADP
biht-230	73	38	a	a	DET
biht-230	73	39	baggie	baggie	NOUN
biht-230	73	40	to	to	ADP
biht-230	73	41	the	the	DET
biht-230	73	42	requesting	request	VERB
biht-230	73	43	dpal	dpal	ADJ
biht-230	73	44	site	site	NOUN
biht-230	73	45	.	.	PUNCT
biht-230	74	1	nd	nd	PRON
biht-230	74	2	must	must	AUX
biht-230	74	3	retain	retain	VERB
biht-230	74	4	a	a	DET
biht-230	74	5	portion	portion	NOUN
biht-230	74	6	of	of	ADP
biht-230	74	7	the	the	DET
biht-230	74	8	sample	sample	NOUN
biht-230	74	9	in	in	ADP
biht-230	74	10	case	case	NOUN
biht-230	74	11	it	it	PRON
biht-230	74	12	requires	require	VERB
biht-230	74	13	further	further	ADJ
biht-230	74	14	testing	testing	NOUN
biht-230	74	15	.	.	PUNCT
biht-230	75	1	the	the	DET
biht-230	75	2	only	only	ADJ
biht-230	75	3	sample	sample	NOUN
biht-230	75	4	information	information	NOUN
biht-230	75	5	included	include	VERB
biht-230	75	6	in	in	ADP
biht-230	75	7	this	this	DET
biht-230	75	8	shipment	shipment	NOUN
biht-230	75	9	to	to	ADP
biht-230	75	10	dpal	dpal	ADJ
biht-230	75	11	schools	school	NOUN
biht-230	75	12	is	be	AUX
biht-230	75	13	the	the	DET
biht-230	75	14	unique	unique	ADJ
biht-230	75	15	identification	identification	NOUN
biht-230	75	16	code	code	NOUN
biht-230	75	17	of	of	ADP
biht-230	75	18	the	the	DET
biht-230	75	19	sample	sample	NOUN
biht-230	75	20	,	,	PUNCT
biht-230	75	21	api	api	NOUN
biht-230	75	22	,	,	PUNCT
biht-230	75	23	and	and	CCONJ
biht-230	75	24	api	api	NOUN
biht-230	75	25	content	content	NOUN
biht-230	75	26	,	,	PUNCT
biht-230	75	27	which	which	PRON
biht-230	75	28	are	be	AUX
biht-230	75	29	physically	physically	ADV
biht-230	75	30	affixed	affix	VERB
biht-230	75	31	to	to	ADP
biht-230	75	32	the	the	DET
biht-230	75	33	sample	sample	NOUN
biht-230	75	34	baggie	baggie	NOUN
biht-230	75	35	.	.	PUNCT
biht-230	76	1	a	a	DET
biht-230	76	2	shipping	shipping	NOUN
biht-230	76	3	letter	letter	NOUN
biht-230	76	4	is	be	AUX
biht-230	76	5	included	include	VERB
biht-230	76	6	in	in	ADP
biht-230	76	7	the	the	DET
biht-230	76	8	package	package	NOUN
biht-230	76	9	,	,	PUNCT
biht-230	76	10	which	which	PRON
biht-230	76	11	lists	list	VERB
biht-230	76	12	unique	unique	ADJ
biht-230	76	13	identification	identification	NOUN
biht-230	76	14	codes	code	NOUN
biht-230	76	15	of	of	ADP
biht-230	76	16	the	the	DET
biht-230	76	17	samples	sample	NOUN
biht-230	76	18	as	as	ADV
biht-230	76	19	well	well	ADV
biht-230	76	20	as	as	ADP
biht-230	76	21	year	year	NOUN
biht-230	76	22	and	and	CCONJ
biht-230	76	23	country	country	NOUN
biht-230	76	24	of	of	ADP
biht-230	76	25	purchase	purchase	NOUN
biht-230	76	26	of	of	ADP
biht-230	76	27	the	the	DET
biht-230	76	28	samples	sample	NOUN
biht-230	76	29	.	.	PUNCT
biht-230	77	1	this	this	DET
biht-230	77	2	shipping	shipping	NOUN
biht-230	77	3	letter	letter	NOUN
biht-230	77	4	is	be	AUX
biht-230	77	5	historically	historically	ADV
biht-230	77	6	the	the	DET
biht-230	77	7	only	only	ADJ
biht-230	77	8	record	record	NOUN
biht-230	77	9	of	of	ADP
biht-230	77	10	the	the	DET
biht-230	77	11	physical	physical	ADJ
biht-230	77	12	location	location	NOUN
biht-230	77	13	of	of	ADP
biht-230	77	14	each	each	DET
biht-230	77	15	sample	sample	NOUN
biht-230	77	16	.	.	PUNCT
biht-230	78	1	when	when	SCONJ
biht-230	78	2	a	a	DET
biht-230	78	3	different	different	ADJ
biht-230	78	4	dpal	dpal	ADJ
biht-230	78	5	school	school	NOUN
biht-230	78	6	requests	request	NOUN
biht-230	78	7	samples	sample	NOUN
biht-230	78	8	,	,	PUNCT
biht-230	78	9	a	a	DET
biht-230	78	10	manual	manual	ADJ
biht-230	78	11	search	search	NOUN
biht-230	78	12	of	of	ADP
biht-230	78	13	shipping	shipping	NOUN
biht-230	78	14	letters	letter	NOUN
biht-230	78	15	is	be	AUX
biht-230	78	16	required	require	VERB
biht-230	78	17	to	to	PART
biht-230	78	18	determine	determine	VERB
biht-230	78	19	which	which	DET
biht-230	78	20	samples	sample	NOUN
biht-230	78	21	are	be	AUX
biht-230	78	22	still	still	ADV
biht-230	78	23	at	at	ADP
biht-230	78	24	nd	nd	ADV
biht-230	78	25	and	and	CCONJ
biht-230	78	26	awaiting	await	VERB
biht-230	78	27	analysis	analysis	NOUN
biht-230	78	28	.	.	PUNCT
biht-230	79	1	4	4	X
biht-230	79	2	.	.	X
biht-230	79	3	analysis	analysis	NOUN
biht-230	79	4	:	:	PUNCT
biht-230	79	5	similar	similar	ADJ
biht-230	79	6	to	to	ADP
biht-230	79	7	system	system	NOUN
biht-230	79	8	suitability	suitability	NOUN
biht-230	79	9	,	,	PUNCT
biht-230	79	10	sample	sample	NOUN
biht-230	79	11	analysis	analysis	NOUN
biht-230	79	12	spreadsheet	spreadsheet	NOUN
biht-230	79	13	templates	template	NOUN
biht-230	79	14	are	be	AUX
biht-230	79	15	available	available	ADJ
biht-230	79	16	on	on	ADP
biht-230	79	17	osf	osf	NOUN
biht-230	79	18	for	for	ADP
biht-230	79	19	download	download	NOUN
biht-230	79	20	and	and	CCONJ
biht-230	79	21	use	use	NOUN
biht-230	79	22	by	by	ADP
biht-230	79	23	dpal	dpal	ADJ
biht-230	79	24	schools	school	NOUN
biht-230	79	25	.	.	PUNCT
biht-230	80	1	once	once	SCONJ
biht-230	80	2	analysis	analysis	NOUN
biht-230	80	3	is	be	AUX
biht-230	80	4	completed	complete	VERB
biht-230	80	5	,	,	PUNCT
biht-230	80	6	the	the	DET
biht-230	80	7	finalized	finalize	VERB
biht-230	80	8	sample	sample	NOUN
biht-230	80	9	analysis	analysis	NOUN
biht-230	80	10	spreadsheets	spreadsheet	NOUN
biht-230	80	11	,	,	PUNCT
biht-230	80	12	along	along	ADP
biht-230	80	13	with	with	ADP
biht-230	80	14	supplementary	supplementary	ADJ
biht-230	80	15	information	information	NOUN
biht-230	80	16	including	include	VERB
biht-230	80	17	pdfs	pdfs	NOUN
biht-230	80	18	of	of	ADP
biht-230	80	19	the	the	DET
biht-230	80	20	chromatographic	chromatographic	ADJ
biht-230	80	21	results	result	NOUN
biht-230	80	22	,	,	PUNCT
biht-230	80	23	are	be	AUX
biht-230	80	24	uploaded	upload	VERB
biht-230	80	25	to	to	ADP
biht-230	80	26	osf	osf	NOUN
biht-230	80	27	where	where	SCONJ
biht-230	80	28	they	they	PRON
biht-230	80	29	can	can	AUX
biht-230	80	30	be	be	AUX
biht-230	80	31	accessed	access	VERB
biht-230	80	32	by	by	ADP
biht-230	80	33	the	the	DET
biht-230	80	34	dpal	dpal	ADJ
biht-230	80	35	coordinator	coordinator	NOUN
biht-230	80	36	.	.	PUNCT
biht-230	81	1	the	the	DET
biht-230	81	2	results	result	NOUN
biht-230	81	3	of	of	ADP
biht-230	81	4	these	these	DET
biht-230	81	5	analyses	analysis	NOUN
biht-230	81	6	and	and	CCONJ
biht-230	81	7	the	the	DET
biht-230	81	8	spreadsheets	spreadsheet	NOUN
biht-230	81	9	themselves	themselves	PRON
biht-230	81	10	are	be	AUX
biht-230	81	11	then	then	ADV
biht-230	81	12	input	input	ADJ
biht-230	81	13	into	into	ADP
biht-230	81	14	the	the	DET
biht-230	81	15	existing	exist	VERB
biht-230	81	16	metadata	metadata	NOUN
biht-230	81	17	spreadsheet	spreadsheet	NOUN
biht-230	81	18	.	.	PUNCT
biht-230	82	1	this	this	DET
biht-230	82	2	spreadsheet	spreadsheet	NOUN
biht-230	82	3	is	be	AUX
biht-230	82	4	only	only	ADV
biht-230	82	5	accessible	accessible	ADJ
biht-230	82	6	to	to	ADP
biht-230	82	7	the	the	DET
biht-230	82	8	dpal	dpal	ADJ
biht-230	82	9	manager	manager	NOUN
biht-230	82	10	.	.	PUNCT
biht-230	83	1	in	in	ADP
biht-230	83	2	-	-	PUNCT
biht-230	83	3	country	country	NOUN
biht-230	83	4	stakeholders	stakeholder	NOUN
biht-230	83	5	are	be	AUX
biht-230	83	6	not	not	PART
biht-230	83	7	able	able	ADJ
biht-230	83	8	to	to	PART
biht-230	83	9	track	track	VERB
biht-230	83	10	the	the	DET
biht-230	83	11	progress	progress	NOUN
biht-230	83	12	of	of	ADP
biht-230	83	13	a	a	DET
biht-230	83	14	sample	sample	NOUN
biht-230	83	15	through	through	ADP
biht-230	83	16	analysis	analysis	NOUN
biht-230	83	17	in	in	ADP
biht-230	83	18	real	real	ADJ
biht-230	83	19	time	time	NOUN
biht-230	83	20	,	,	PUNCT
biht-230	83	21	but	but	CCONJ
biht-230	83	22	must	must	AUX
biht-230	83	23	send	send	VERB
biht-230	83	24	requests	request	NOUN
biht-230	83	25	for	for	ADP
biht-230	83	26	information	information	NOUN
biht-230	83	27	about	about	ADP
biht-230	83	28	their	their	PRON
biht-230	83	29	samples	sample	NOUN
biht-230	83	30	via	via	ADP
biht-230	83	31	email	email	NOUN
biht-230	83	32	or	or	CCONJ
biht-230	83	33	dropbox	dropbox	PROPN
biht-230	83	34	.	.	PUNCT
biht-230	84	1	unfortunately	unfortunately	ADV
biht-230	84	2	,	,	PUNCT
biht-230	84	3	this	this	PRON
biht-230	84	4	makes	make	VERB
biht-230	84	5	the	the	DET
biht-230	84	6	system	system	NOUN
biht-230	84	7	vulnerable	vulnerable	ADJ
biht-230	84	8	,	,	PUNCT
biht-230	84	9	as	as	SCONJ
biht-230	84	10	errors	error	NOUN
biht-230	84	11	can	can	AUX
biht-230	84	12	be	be	AUX
biht-230	84	13	introduced	introduce	VERB
biht-230	84	14	during	during	ADP
biht-230	84	15	data	datum	NOUN
biht-230	84	16	transfer	transfer	NOUN
biht-230	84	17	from	from	ADP
biht-230	84	18	the	the	DET
biht-230	84	19	sample	sample	NOUN
biht-230	84	20	analysis	analysis	NOUN
biht-230	84	21	spreadsheet	spreadsheet	NOUN
biht-230	84	22	to	to	ADP
biht-230	84	23	the	the	DET
biht-230	84	24	metadata	metadata	NOUN
biht-230	84	25	spreadsheet	spreadsheet	NOUN
biht-230	84	26	,	,	PUNCT
biht-230	84	27	when	when	SCONJ
biht-230	84	28	results	result	NOUN
biht-230	84	29	are	be	AUX
biht-230	84	30	manually	manually	ADV
biht-230	84	31	input	input	ADJ
biht-230	84	32	into	into	ADP
biht-230	84	33	the	the	DET
biht-230	84	34	spreadsheets	spreadsheet	NOUN
biht-230	84	35	.	.	PUNCT
biht-230	85	1	5	5	X
biht-230	85	2	.	.	X
biht-230	85	3	reporting	report	VERB
biht-230	85	4	:	:	PUNCT
biht-230	85	5	the	the	DET
biht-230	85	6	results	result	NOUN
biht-230	85	7	of	of	ADP
biht-230	85	8	each	each	DET
biht-230	85	9	sample	sample	NOUN
biht-230	85	10	’s	’s	PART
biht-230	85	11	analysis	analysis	NOUN
biht-230	85	12	as	as	SCONJ
biht-230	85	13	compiled	compile	VERB
biht-230	85	14	in	in	ADP
biht-230	85	15	the	the	DET
biht-230	85	16	metadata	metadata	NOUN
biht-230	85	17	spreadsheet	spreadsheet	NOUN
biht-230	85	18	are	be	AUX
biht-230	85	19	individually	individually	ADV
biht-230	85	20	input	input	ADJ
biht-230	85	21	into	into	ADP
biht-230	85	22	a	a	DET
biht-230	85	23	manually	manually	ADV
biht-230	85	24	typed	type	VERB
biht-230	85	25	report	report	NOUN
biht-230	85	26	,	,	PUNCT
biht-230	85	27	which	which	PRON
biht-230	85	28	is	be	AUX
biht-230	85	29	shared	share	VERB
biht-230	85	30	with	with	ADP
biht-230	85	31	in	in	ADP
biht-230	85	32	-	-	PUNCT
biht-230	85	33	country	country	NOUN
biht-230	85	34	stakeholders	stakeholder	NOUN
biht-230	85	35	and	and	CCONJ
biht-230	85	36	regulatory	regulatory	ADJ
biht-230	85	37	agencies	agency	NOUN
biht-230	85	38	.	.	PUNCT
biht-230	86	1	a	a	DET
biht-230	86	2	lack	lack	NOUN
biht-230	86	3	of	of	ADP
biht-230	86	4	automatic	automatic	ADJ
biht-230	86	5	report	report	NOUN
biht-230	86	6	generation	generation	NOUN
biht-230	86	7	or	or	CCONJ
biht-230	86	8	dashboard	dashboard	NOUN
biht-230	86	9	capabilities	capability	NOUN
biht-230	86	10	creates	create	VERB
biht-230	86	11	inefficiencies	inefficiency	NOUN
biht-230	86	12	and	and	CCONJ
biht-230	86	13	workflows	workflow	NOUN
biht-230	86	14	for	for	ADP
biht-230	86	15	sharing	sharing	NOUN
biht-230	86	16	that	that	PRON
biht-230	86	17	do	do	AUX
biht-230	86	18	not	not	PART
biht-230	86	19	scale	scale	VERB
biht-230	86	20	well	well	ADV
biht-230	86	21	.	.	PUNCT
biht-230	87	1	current	current	ADJ
biht-230	87	2	limitations	limitation	NOUN
biht-230	87	3	it	it	PRON
biht-230	87	4	is	be	AUX
biht-230	87	5	crucial	crucial	ADJ
biht-230	87	6	to	to	PART
biht-230	87	7	be	be	AUX
biht-230	87	8	able	able	ADJ
biht-230	87	9	to	to	PART
biht-230	87	10	detect	detect	VERB
biht-230	87	11	sf	sf	PROPN
biht-230	87	12	pharmaceuticals	pharmaceutical	NOUN
biht-230	87	13	,	,	PUNCT
biht-230	87	14	as	as	SCONJ
biht-230	87	15	sf	sf	PROPN
biht-230	87	16	pharmaceuticals	pharmaceutical	NOUN
biht-230	87	17	that	that	PRON
biht-230	87	18	go	go	VERB
biht-230	87	19	unnoticed	unnoticed	ADJ
biht-230	87	20	can	can	AUX
biht-230	87	21	endanger	endanger	VERB
biht-230	87	22	health	health	NOUN
biht-230	87	23	,	,	PUNCT
biht-230	87	24	prolong	prolong	ADJ
biht-230	87	25	illness	illness	NOUN
biht-230	87	26	,	,	PUNCT
biht-230	87	27	cause	cause	VERB
biht-230	87	28	mortality	mortality	NOUN
biht-230	87	29	,	,	PUNCT
biht-230	87	30	promote	promote	VERB
biht-230	87	31	drug	drug	NOUN
biht-230	87	32	resistance	resistance	NOUN
biht-230	87	33	,	,	PUNCT
biht-230	87	34	and	and	CCONJ
biht-230	87	35	cause	cause	VERB
biht-230	87	36	distrust	distrust	NOUN
biht-230	87	37	in	in	ADP
biht-230	87	38	the	the	DET
biht-230	87	39	medical	medical	ADJ
biht-230	87	40	system.1,2	system.1,2	ADJ
biht-230	87	41	while	while	NOUN
biht-230	87	42	dpal	dpal	ADJ
biht-230	87	43	is	be	AUX
biht-230	87	44	not	not	PART
biht-230	87	45	a	a	DET
biht-230	87	46	certified	certify	VERB
biht-230	87	47	pharmaceutical	pharmaceutical	ADJ
biht-230	87	48	analysis	analysis	NOUN
biht-230	87	49	laboratory	laboratory	NOUN
biht-230	87	50	and	and	CCONJ
biht-230	87	51	data	datum	NOUN
biht-230	87	52	produced	produce	VERB
biht-230	87	53	can	can	AUX
biht-230	87	54	not	not	PART
biht-230	87	55	be	be	AUX
biht-230	87	56	used	use	VERB
biht-230	87	57	in	in	ADP
biht-230	87	58	a	a	DET
biht-230	87	59	legal	legal	ADJ
biht-230	87	60	capacity	capacity	NOUN
biht-230	87	61	to	to	PART
biht-230	87	62	certify	certify	VERB
biht-230	87	63	a	a	DET
biht-230	87	64	medicine	medicine	NOUN
biht-230	87	65	’s	’s	PART
biht-230	87	66	quality	quality	NOUN
biht-230	87	67	,	,	PUNCT
biht-230	87	68	the	the	DET
biht-230	87	69	data	datum	NOUN
biht-230	87	70	generated	generate	VERB
biht-230	87	71	through	through	ADP
biht-230	87	72	dpal	dpal	ADJ
biht-230	87	73	are	be	AUX
biht-230	87	74	used	use	VERB
biht-230	87	75	to	to	PART
biht-230	87	76	report	report	VERB
biht-230	87	77	suspicious	suspicious	ADJ
biht-230	87	78	samples	sample	NOUN
biht-230	87	79	to	to	ADP
biht-230	87	80	regulatory	regulatory	ADJ
biht-230	87	81	agencies	agency	NOUN
biht-230	87	82	so	so	SCONJ
biht-230	87	83	they	they	PRON
biht-230	87	84	can	can	AUX
biht-230	87	85	conduct	conduct	VERB
biht-230	87	86	the	the	DET
biht-230	87	87	compendial	compendial	ADJ
biht-230	87	88	analysis	analysis	NOUN
biht-230	87	89	that	that	PRON
biht-230	87	90	is	be	AUX
biht-230	87	91	needed	need	VERB
biht-230	87	92	to	to	PART
biht-230	87	93	take	take	VERB
biht-230	87	94	action	action	NOUN
biht-230	87	95	,	,	PUNCT
biht-230	87	96	such	such	ADJ
biht-230	87	97	as	as	ADP
biht-230	87	98	recalling	recall	VERB
biht-230	87	99	a	a	DET
biht-230	87	100	product	product	NOUN
biht-230	87	101	or	or	CCONJ
biht-230	87	102	banning	ban	VERB
biht-230	87	103	a	a	DET
biht-230	87	104	manufacturer	manufacturer	NOUN
biht-230	87	105	from	from	ADP
biht-230	87	106	selling	sell	VERB
biht-230	87	107	his	his	PRON
biht-230	87	108	or	or	CCONJ
biht-230	87	109	her	her	PRON
biht-230	87	110	products	product	NOUN
biht-230	87	111	in	in	ADP
biht-230	87	112	the	the	DET
biht-230	87	113	country	country	NOUN
biht-230	87	114	.	.	PUNCT
biht-230	88	1	results	result	NOUN
biht-230	88	2	of	of	ADP
biht-230	88	3	the	the	DET
biht-230	88	4	dpal	dpal	ADJ
biht-230	88	5	sample	sample	NOUN
biht-230	88	6	analysis	analysis	NOUN
biht-230	88	7	are	be	AUX
biht-230	88	8	transmitted	transmit	VERB
biht-230	88	9	directly	directly	ADV
biht-230	88	10	to	to	ADP
biht-230	88	11	stakeholders	stakeholder	NOUN
biht-230	88	12	so	so	SCONJ
biht-230	88	13	they	they	PRON
biht-230	88	14	can	can	AUX
biht-230	88	15	make	make	VERB
biht-230	88	16	more	more	ADV
biht-230	88	17	informed	informed	ADJ
biht-230	88	18	decisions	decision	NOUN
biht-230	88	19	on	on	ADP
biht-230	88	20	purchasing	purchase	VERB
biht-230	88	21	certain	certain	ADJ
biht-230	88	22	brands	brand	NOUN
biht-230	88	23	and	and	CCONJ
biht-230	88	24	manufacturers	manufacturer	NOUN
biht-230	88	25	.	.	PUNCT
biht-230	89	1	as	as	SCONJ
biht-230	89	2	indicated	indicate	VERB
biht-230	89	3	above	above	ADV
biht-230	89	4	,	,	PUNCT
biht-230	89	5	dpal	dpal	ADJ
biht-230	89	6	data	datum	NOUN
biht-230	89	7	are	be	AUX
biht-230	89	8	created	create	VERB
biht-230	89	9	,	,	PUNCT
biht-230	89	10	managed	manage	VERB
biht-230	89	11	,	,	PUNCT
biht-230	89	12	and	and	CCONJ
biht-230	89	13	accessed	access	VERB
biht-230	89	14	by	by	ADP
biht-230	89	15	multiple	multiple	ADJ
biht-230	89	16	people	people	NOUN
biht-230	89	17	in	in	ADP
biht-230	89	18	multiple	multiple	ADJ
biht-230	89	19	locations	location	NOUN
biht-230	89	20	with	with	ADP
biht-230	89	21	various	various	ADJ
biht-230	89	22	editing	editing	NOUN
biht-230	89	23	permissions	permission	NOUN
biht-230	89	24	.	.	PUNCT
biht-230	90	1	a	a	DET
biht-230	90	2	current	current	ADJ
biht-230	90	3	limitation	limitation	NOUN
biht-230	90	4	of	of	ADP
biht-230	90	5	the	the	DET
biht-230	90	6	program	program	NOUN
biht-230	90	7	is	be	AUX
biht-230	90	8	that	that	SCONJ
biht-230	90	9	the	the	DET
biht-230	90	10	data	datum	NOUN
biht-230	90	11	generated	generate	VERB
biht-230	90	12	through	through	ADP
biht-230	90	13	dpal	dpal	ADJ
biht-230	90	14	are	be	AUX
biht-230	90	15	stored	store	VERB
biht-230	90	16	in	in	ADP
biht-230	90	17	multiple	multiple	ADJ
biht-230	90	18	types	type	NOUN
biht-230	90	19	of	of	ADP
biht-230	90	20	file	file	NOUN
biht-230	90	21	formats	format	NOUN
biht-230	90	22	,	,	PUNCT
biht-230	90	23	including	include	VERB
biht-230	90	24	spreadsheet	spreadsheet	NOUN
biht-230	90	25	,	,	PUNCT
biht-230	90	26	pdf	pdf	NOUN
biht-230	90	27	,	,	PUNCT
biht-230	90	28	and	and	CCONJ
biht-230	90	29	word	word	NOUN
biht-230	90	30	document	document	NOUN
biht-230	90	31	,	,	PUNCT
biht-230	90	32	and	and	CCONJ
biht-230	90	33	are	be	AUX
biht-230	90	34	stored	store	VERB
biht-230	90	35	and	and	CCONJ
biht-230	90	36	shared	share	VERB
biht-230	90	37	on	on	ADP
biht-230	90	38	multiple	multiple	ADJ
biht-230	90	39	different	different	ADJ
biht-230	90	40	platforms	platform	NOUN
biht-230	90	41	,	,	PUNCT
biht-230	90	42	including	include	VERB
biht-230	90	43	osf	osf	NOUN
biht-230	90	44	,	,	PUNCT
biht-230	90	45	dropbox	dropbox	PROPN
biht-230	90	46	,	,	PUNCT
biht-230	90	47	email	email	NOUN
biht-230	90	48	,	,	PUNCT
biht-230	90	49	personal	personal	ADJ
biht-230	90	50	computer	computer	NOUN
biht-230	90	51	,	,	PUNCT
biht-230	90	52	and	and	CCONJ
biht-230	90	53	external	external	ADJ
biht-230	90	54	storage	storage	NOUN
biht-230	90	55	drive	drive	NOUN
biht-230	90	56	.	.	PUNCT
biht-230	91	1	in	in	ADP
biht-230	91	2	addition	addition	NOUN
biht-230	91	3	,	,	PUNCT
biht-230	91	4	changes	change	NOUN
biht-230	91	5	are	be	AUX
biht-230	91	6	made	make	VERB
biht-230	91	7	to	to	ADP
biht-230	91	8	data	datum	NOUN
biht-230	91	9	by	by	ADP
biht-230	91	10	multiple	multiple	ADJ
biht-230	91	11	users	user	NOUN
biht-230	91	12	,	,	PUNCT
biht-230	91	13	and	and	CCONJ
biht-230	91	14	the	the	DET
biht-230	91	15	existing	exist	VERB
biht-230	91	16	methods	method	NOUN
biht-230	91	17	of	of	ADP
biht-230	91	18	data	datum	NOUN
biht-230	91	19	management	management	NOUN
biht-230	91	20	do	do	AUX
biht-230	91	21	not	not	PART
biht-230	91	22	offer	offer	VERB
biht-230	91	23	a	a	DET
biht-230	91	24	way	way	NOUN
biht-230	91	25	to	to	PART
biht-230	91	26	track	track	VERB
biht-230	91	27	or	or	CCONJ
biht-230	91	28	log	log	VERB
biht-230	91	29	these	these	DET
biht-230	91	30	changes	change	NOUN
biht-230	91	31	.	.	PUNCT
biht-230	92	1	by	by	ADP
biht-230	92	2	combining	combine	VERB
biht-230	92	3	all	all	DET
biht-230	92	4	aspects	aspect	NOUN
biht-230	92	5	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	VERB
biht-230	92	6	citation	citation	NOUN
biht-230	92	7	:	:	PUNCT
biht-230	93	1	blockchain	blockchain	NOUN
biht-230	93	2	in	in	ADP
biht-230	93	3	healthcare	healthcare	NOUN
biht-230	93	4	today	today	NOUN
biht-230	93	5	2022	2022	NUM
biht-230	93	6	,	,	PUNCT
biht-230	93	7	5	5	NUM
biht-230	93	8	:	:	SYM
biht-230	93	9	230	230	NUM
biht-230	93	10	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	93	11	5	5	NUM
biht-230	93	12	securing	secure	VERB
biht-230	93	13	the	the	DET
biht-230	93	14	chain	chain	NOUN
biht-230	93	15	of	of	ADP
biht-230	93	16	custody	custody	NOUN
biht-230	93	17	and	and	CCONJ
biht-230	93	18	integrity	integrity	NOUN
biht-230	93	19	of	of	ADP
biht-230	93	20	data	datum	NOUN
biht-230	93	21	in	in	ADP
biht-230	93	22	a	a	DET
biht-230	93	23	global	global	ADJ
biht-230	93	24	north	north	NOUN
biht-230	93	25	–	–	PUNCT
biht-230	93	26	south	south	NOUN
biht-230	93	27	partnership	partnership	NOUN
biht-230	93	28	to	to	PART
biht-230	93	29	monitor	monitor	VERB
biht-230	93	30	the	the	DET
biht-230	93	31	quality	quality	NOUN
biht-230	93	32	of	of	ADP
biht-230	93	33	essential	essential	ADJ
biht-230	93	34	medicines	medicine	NOUN
biht-230	93	35	of	of	ADP
biht-230	93	36	data	datum	NOUN
biht-230	93	37	management	management	NOUN
biht-230	93	38	registered	register	VERB
biht-230	93	39	into	into	ADP
biht-230	93	40	a	a	DET
biht-230	93	41	single	single	ADJ
biht-230	93	42	blockchain	blockchain	NOUN
biht-230	93	43	ledger	ledger	NOUN
biht-230	93	44	,	,	PUNCT
biht-230	93	45	this	this	DET
biht-230	93	46	pilot	pilot	NOUN
biht-230	93	47	project	project	NOUN
biht-230	93	48	has	have	VERB
biht-230	93	49	potential	potential	NOUN
biht-230	93	50	to	to	PART
biht-230	93	51	improve	improve	VERB
biht-230	93	52	efficiency	efficiency	NOUN
biht-230	93	53	and	and	CCONJ
biht-230	93	54	throughput	throughput	NOUN
biht-230	93	55	of	of	ADP
biht-230	93	56	sample	sample	NOUN
biht-230	93	57	analysis	analysis	NOUN
biht-230	93	58	by	by	ADP
biht-230	93	59	streamlining	streamline	VERB
biht-230	93	60	data	datum	NOUN
biht-230	93	61	management	management	NOUN
biht-230	93	62	into	into	ADP
biht-230	93	63	a	a	DET
biht-230	93	64	single	single	ADJ
biht-230	93	65	,	,	PUNCT
biht-230	93	66	secured	secured	ADJ
biht-230	93	67	platform	platform	NOUN
biht-230	93	68	.	.	PUNCT
biht-230	94	1	blockchain	blockchain	PROPN
biht-230	94	2	technology	technology	PROPN
biht-230	94	3	blockchain	blockchain	PROPN
biht-230	94	4	is	be	AUX
biht-230	94	5	a	a	DET
biht-230	94	6	distributed	distribute	VERB
biht-230	94	7	ledger	ledger	NOUN
biht-230	94	8	shared	share	VERB
biht-230	94	9	across	across	ADP
biht-230	94	10	multiple	multiple	ADJ
biht-230	94	11	locations	location	NOUN
biht-230	94	12	that	that	PRON
biht-230	94	13	permanently	permanently	ADV
biht-230	94	14	records	record	VERB
biht-230	94	15	each	each	DET
biht-230	94	16	datum	datum	NOUN
biht-230	94	17	entered	enter	VERB
biht-230	94	18	with	with	ADP
biht-230	94	19	time	time	NOUN
biht-230	94	20	and	and	CCONJ
biht-230	94	21	date	date	NOUN
biht-230	94	22	stamps	stamp	NOUN
biht-230	94	23	.	.	PUNCT
biht-230	95	1	it	it	PRON
biht-230	95	2	is	be	AUX
biht-230	95	3	attractive	attractive	ADJ
biht-230	95	4	for	for	ADP
biht-230	95	5	its	its	PRON
biht-230	95	6	immutability	immutability	NOUN
biht-230	95	7	,	,	PUNCT
biht-230	95	8	thus	thus	ADV
biht-230	95	9	ensuring	ensure	VERB
biht-230	95	10	provenance	provenance	NOUN
biht-230	95	11	and	and	CCONJ
biht-230	95	12	verifiability	verifiability	NOUN
biht-230	95	13	of	of	ADP
biht-230	95	14	data.13,14	data.13,14	NOUN
biht-230	95	15	while	while	SCONJ
biht-230	95	16	notably	notably	ADV
biht-230	95	17	applied	apply	VERB
biht-230	95	18	to	to	ADP
biht-230	95	19	cryptocurrencies	cryptocurrencie	NOUN
biht-230	95	20	and	and	CCONJ
biht-230	95	21	non	non	ADJ
biht-230	95	22	-	-	ADJ
biht-230	95	23	fungible	fungible	ADJ
biht-230	95	24	tokens	token	NOUN
biht-230	95	25	(	(	PUNCT
biht-230	95	26	nfts	nft	NOUN
biht-230	95	27	)	)	PUNCT
biht-230	95	28	,	,	PUNCT
biht-230	95	29	blockchain	blockchain	PROPN
biht-230	95	30	is	be	AUX
biht-230	95	31	also	also	ADV
biht-230	95	32	emerging	emerge	VERB
biht-230	95	33	as	as	ADP
biht-230	95	34	a	a	DET
biht-230	95	35	solution	solution	NOUN
biht-230	95	36	for	for	ADP
biht-230	95	37	data	data	NOUN
biht-230	95	38	management	management	NOUN
biht-230	95	39	in	in	ADP
biht-230	95	40	medical	medical	ADJ
biht-230	95	41	applications.17–21	applications.17–21	AUX
biht-230	95	42	blockchain	blockchain	PROPN
biht-230	95	43	technology	technology	PROPN
biht-230	95	44	has	have	AUX
biht-230	95	45	also	also	ADV
biht-230	95	46	been	be	AUX
biht-230	95	47	implemented	implement	VERB
biht-230	95	48	to	to	PART
biht-230	95	49	address	address	VERB
biht-230	95	50	challenges	challenge	NOUN
biht-230	95	51	associated	associate	VERB
biht-230	95	52	with	with	ADP
biht-230	95	53	the	the	DET
biht-230	95	54	pharmaceutical	pharmaceutical	ADJ
biht-230	95	55	supply	supply	NOUN
biht-230	95	56	chain	chain	NOUN
biht-230	95	57	,	,	PUNCT
biht-230	95	58	with	with	ADP
biht-230	95	59	a	a	DET
biht-230	95	60	prominent	prominent	ADJ
biht-230	95	61	goal	goal	NOUN
biht-230	95	62	being	be	AUX
biht-230	95	63	to	to	PART
biht-230	95	64	combat	combat	VERB
biht-230	95	65	sf	sf	NOUN
biht-230	95	66	medicines	medicine	NOUN
biht-230	95	67	by	by	ADP
biht-230	95	68	tracking	track	VERB
biht-230	95	69	medicines	medicine	NOUN
biht-230	95	70	as	as	SCONJ
biht-230	95	71	they	they	PRON
biht-230	95	72	traverse	traverse	VERB
biht-230	95	73	the	the	DET
biht-230	95	74	global	global	ADJ
biht-230	95	75	supply	supply	NOUN
biht-230	95	76	chain	chain	NOUN
biht-230	95	77	,	,	PUNCT
biht-230	95	78	allowing	allow	VERB
biht-230	95	79	participants	participant	NOUN
biht-230	95	80	to	to	PART
biht-230	95	81	identify	identify	VERB
biht-230	95	82	the	the	DET
biht-230	95	83	presence	presence	NOUN
biht-230	95	84	of	of	ADP
biht-230	95	85	sf	sf	NOUN
biht-230	95	86	products	product	NOUN
biht-230	95	87	by	by	ADP
biht-230	95	88	greater	great	ADJ
biht-230	95	89	visibility	visibility	NOUN
biht-230	95	90	of	of	ADP
biht-230	95	91	rogue	rogue	NOUN
biht-230	95	92	transactions.22–28	transactions.22–28	PROPN
biht-230	95	93	blockchain	blockchain	PROPN
biht-230	95	94	is	be	AUX
biht-230	95	95	a	a	DET
biht-230	95	96	good	good	ADJ
biht-230	95	97	fit	fit	NOUN
biht-230	95	98	for	for	ADP
biht-230	95	99	managing	manage	VERB
biht-230	95	100	dpal	dpal	ADJ
biht-230	95	101	data	datum	NOUN
biht-230	95	102	,	,	PUNCT
biht-230	95	103	as	as	SCONJ
biht-230	95	104	the	the	DET
biht-230	95	105	dpal	dpal	ADJ
biht-230	95	106	process	process	NOUN
biht-230	95	107	is	be	AUX
biht-230	95	108	distributed	distribute	VERB
biht-230	95	109	geographically	geographically	ADV
biht-230	95	110	throughout	throughout	ADP
biht-230	95	111	north	north	PROPN
biht-230	95	112	america	america	PROPN
biht-230	95	113	,	,	PUNCT
biht-230	95	114	africa	africa	PROPN
biht-230	95	115	,	,	PUNCT
biht-230	95	116	and	and	CCONJ
biht-230	95	117	europe	europe	PROPN
biht-230	95	118	.	.	PUNCT
biht-230	96	1	blockchain	blockchain	PROPN
biht-230	96	2	offers	offer	VERB
biht-230	96	3	solutions	solution	NOUN
biht-230	96	4	to	to	ADP
biht-230	96	5	dpal	dpal	ADJ
biht-230	96	6	’s	’s	PART
biht-230	96	7	current	current	ADJ
biht-230	96	8	weaknesses	weakness	NOUN
biht-230	96	9	,	,	PUNCT
biht-230	96	10	including	include	VERB
biht-230	96	11	the	the	DET
biht-230	96	12	distribution	distribution	NOUN
biht-230	96	13	of	of	ADP
biht-230	96	14	important	important	ADJ
biht-230	96	15	data	datum	NOUN
biht-230	96	16	and	and	CCONJ
biht-230	96	17	communications	communication	NOUN
biht-230	96	18	across	across	ADP
biht-230	96	19	multiple	multiple	ADJ
biht-230	96	20	file	file	NOUN
biht-230	96	21	types	type	NOUN
biht-230	96	22	and	and	CCONJ
biht-230	96	23	platforms	platform	NOUN
biht-230	96	24	,	,	PUNCT
biht-230	96	25	and	and	CCONJ
biht-230	96	26	a	a	DET
biht-230	96	27	lack	lack	NOUN
biht-230	96	28	of	of	ADP
biht-230	96	29	data	datum	NOUN
biht-230	96	30	provenance	provenance	NOUN
biht-230	96	31	when	when	SCONJ
biht-230	96	32	new	new	ADJ
biht-230	96	33	information	information	NOUN
biht-230	96	34	is	be	AUX
biht-230	96	35	added	add	VERB
biht-230	96	36	to	to	ADP
biht-230	96	37	the	the	DET
biht-230	96	38	original	original	ADJ
biht-230	96	39	metadata	metadata	NOUN
biht-230	96	40	.	.	PUNCT
biht-230	97	1	by	by	ADP
biht-230	97	2	introducing	introduce	VERB
biht-230	97	3	blockchain	blockchain	NOUN
biht-230	97	4	as	as	ADP
biht-230	97	5	a	a	DET
biht-230	97	6	pilot	pilot	NOUN
biht-230	97	7	project	project	NOUN
biht-230	97	8	,	,	PUNCT
biht-230	97	9	we	we	PRON
biht-230	97	10	will	will	AUX
biht-230	97	11	have	have	VERB
biht-230	97	12	the	the	DET
biht-230	97	13	benefit	benefit	NOUN
biht-230	97	14	of	of	ADP
biht-230	97	15	testing	test	VERB
biht-230	97	16	the	the	DET
biht-230	97	17	ledger	ledger	NOUN
biht-230	97	18	with	with	ADP
biht-230	97	19	real	real	ADJ
biht-230	97	20	samples	sample	NOUN
biht-230	97	21	and	and	CCONJ
biht-230	97	22	real	real	ADJ
biht-230	97	23	users	user	NOUN
biht-230	97	24	,	,	PUNCT
biht-230	97	25	recording	record	VERB
biht-230	97	26	feedback	feedback	NOUN
biht-230	97	27	regularly	regularly	ADV
biht-230	97	28	to	to	PART
biht-230	97	29	implement	implement	VERB
biht-230	97	30	into	into	ADP
biht-230	97	31	the	the	DET
biht-230	97	32	final	final	ADJ
biht-230	97	33	form	form	NOUN
biht-230	97	34	of	of	ADP
biht-230	97	35	the	the	DET
biht-230	97	36	database	database	NOUN
biht-230	97	37	before	before	ADP
biht-230	97	38	launching	launch	VERB
biht-230	97	39	with	with	ADP
biht-230	97	40	all	all	DET
biht-230	97	41	30	30	NUM
biht-230	97	42	schools	school	NOUN
biht-230	97	43	and	and	CCONJ
biht-230	97	44	multiple	multiple	ADJ
biht-230	97	45	in	in	ADP
biht-230	97	46	-	-	PUNCT
biht-230	97	47	county	county	NOUN
biht-230	97	48	locations	location	NOUN
biht-230	97	49	.	.	PUNCT
biht-230	98	1	the	the	DET
biht-230	98	2	incorporation	incorporation	NOUN
biht-230	98	3	of	of	ADP
biht-230	98	4	blockchain	blockchain	PROPN
biht-230	98	5	provides	provide	VERB
biht-230	98	6	a	a	DET
biht-230	98	7	unique	unique	ADJ
biht-230	98	8	and	and	CCONJ
biht-230	98	9	flexible	flexible	ADJ
biht-230	98	10	technology	technology	NOUN
biht-230	98	11	well	well	ADV
biht-230	98	12	-	-	PUNCT
biht-230	98	13	suited	suit	VERB
biht-230	98	14	to	to	ADP
biht-230	98	15	the	the	DET
biht-230	98	16	dpal	dpal	ADJ
biht-230	98	17	use	use	NOUN
biht-230	98	18	case	case	NOUN
biht-230	98	19	.	.	PUNCT
biht-230	99	1	several	several	ADJ
biht-230	99	2	significant	significant	ADJ
biht-230	99	3	fundamental	fundamental	ADJ
biht-230	99	4	advantages	advantage	NOUN
biht-230	99	5	that	that	PRON
biht-230	99	6	the	the	DET
biht-230	99	7	blockchain	blockchain	PROPN
biht-230	99	8	will	will	AUX
biht-230	99	9	contribute	contribute	VERB
biht-230	99	10	include	include	VERB
biht-230	99	11	the	the	DET
biht-230	99	12	following	follow	VERB
biht-230	99	13	:	:	PUNCT
biht-230	99	14	•	•	ADP
biht-230	99	15	creating	create	VERB
biht-230	99	16	a	a	DET
biht-230	99	17	verifiable	verifiable	ADJ
biht-230	99	18	and	and	CCONJ
biht-230	99	19	immutable	immutable	ADJ
biht-230	99	20	thread	thread	NOUN
biht-230	99	21	of	of	ADP
biht-230	99	22	all	all	DET
biht-230	99	23	actions	action	NOUN
biht-230	99	24	and	and	CCONJ
biht-230	99	25	data	datum	NOUN
biht-230	99	26	obtained	obtain	VERB
biht-230	99	27	associated	associate	VERB
biht-230	99	28	with	with	ADP
biht-230	99	29	samples	sample	NOUN
biht-230	99	30	as	as	SCONJ
biht-230	99	31	they	they	PRON
biht-230	99	32	advance	advance	VERB
biht-230	99	33	through	through	ADP
biht-230	99	34	the	the	DET
biht-230	99	35	multi	multi	ADJ
biht-230	99	36	-	-	ADJ
biht-230	99	37	step	step	ADJ
biht-230	99	38	and	and	CCONJ
biht-230	99	39	multi	multi	ADJ
biht-230	99	40	-	-	ADJ
biht-230	99	41	location	location	ADJ
biht-230	99	42	process	process	NOUN
biht-230	99	43	.	.	PUNCT
biht-230	100	1	•	•	NUM
biht-230	100	2	reliance	reliance	NOUN
biht-230	100	3	on	on	ADP
biht-230	100	4	a	a	DET
biht-230	100	5	trusted	trust	VERB
biht-230	100	6	network	network	NOUN
biht-230	100	7	of	of	ADP
biht-230	100	8	research	research	NOUN
biht-230	100	9	institutions	institution	NOUN
biht-230	100	10	operating	operate	VERB
biht-230	100	11	a	a	DET
biht-230	100	12	ledger	ledger	NOUN
biht-230	100	13	distributed	distribute	VERB
biht-230	100	14	among	among	ADP
biht-230	100	15	many	many	ADJ
biht-230	100	16	countries	country	NOUN
biht-230	100	17	and	and	CCONJ
biht-230	100	18	regions	region	NOUN
biht-230	100	19	globally	globally	ADV
biht-230	100	20	.	.	PUNCT
biht-230	101	1	•	•	NUM
biht-230	101	2	proof	proof	NOUN
biht-230	101	3	-	-	PUNCT
biht-230	101	4	of	of	ADP
biht-230	101	5	-	-	PUNCT
biht-230	101	6	authority	authority	NOUN
biht-230	101	7	method	method	NOUN
biht-230	101	8	of	of	ADP
biht-230	101	9	confirming	confirm	VERB
biht-230	101	10	the	the	DET
biht-230	101	11	legitimacy	legitimacy	NOUN
biht-230	101	12	of	of	ADP
biht-230	101	13	all	all	DET
biht-230	101	14	recorded	recorded	ADJ
biht-230	101	15	data	datum	NOUN
biht-230	101	16	and	and	CCONJ
biht-230	101	17	activity	activity	NOUN
biht-230	101	18	,	,	PUNCT
biht-230	101	19	which	which	PRON
biht-230	101	20	operates	operate	VERB
biht-230	101	21	with	with	ADP
biht-230	101	22	minimal	minimal	ADJ
biht-230	101	23	overhead	overhead	NOUN
biht-230	101	24	or	or	CCONJ
biht-230	101	25	energy	energy	NOUN
biht-230	101	26	consumption	consumption	NOUN
biht-230	101	27	.	.	PUNCT
biht-230	102	1	•	•	NUM
biht-230	102	2	seamless	seamless	ADJ
biht-230	102	3	interoperability	interoperability	NOUN
biht-230	102	4	with	with	ADP
biht-230	102	5	a	a	DET
biht-230	102	6	workflow	workflow	NOUN
biht-230	102	7	platform	platform	NOUN
biht-230	102	8	for	for	ADP
biht-230	102	9	managing	manage	VERB
biht-230	102	10	data	datum	NOUN
biht-230	102	11	encryption	encryption	NOUN
biht-230	102	12	and	and	CCONJ
biht-230	102	13	addressing	address	VERB
biht-230	102	14	on	on	ADP
biht-230	102	15	-	-	PUNCT
biht-230	102	16	chain	chain	NOUN
biht-230	102	17	and	and	CCONJ
biht-230	102	18	off	off	ADP
biht-230	102	19	-	-	PUNCT
biht-230	102	20	chain	chain	NOUN
biht-230	102	21	storage	storage	NOUN
biht-230	102	22	requirements	requirement	NOUN
biht-230	102	23	.	.	PUNCT
biht-230	103	1	•	•	NOUN
biht-230	103	2	ability	ability	NOUN
biht-230	103	3	to	to	PART
biht-230	103	4	scale	scale	VERB
biht-230	103	5	efficiently	efficiently	ADV
biht-230	103	6	as	as	ADP
biht-230	103	7	sample	sample	NOUN
biht-230	103	8	volume	volume	NOUN
biht-230	103	9	and	and	CCONJ
biht-230	103	10	metadata	metadata	NOUN
biht-230	103	11	generated	generate	VERB
biht-230	103	12	escalate	escalate	NOUN
biht-230	103	13	with	with	ADP
biht-230	103	14	the	the	DET
biht-230	103	15	addition	addition	NOUN
biht-230	103	16	of	of	ADP
biht-230	103	17	laboratories	laboratory	NOUN
biht-230	103	18	and	and	CCONJ
biht-230	103	19	locations	location	NOUN
biht-230	103	20	.	.	PUNCT
biht-230	104	1	for	for	ADP
biht-230	104	2	the	the	DET
biht-230	104	3	pilot	pilot	NOUN
biht-230	104	4	,	,	PUNCT
biht-230	104	5	we	we	PRON
biht-230	104	6	selected	select	VERB
biht-230	104	7	three	three	NUM
biht-230	104	8	members	member	NOUN
biht-230	104	9	of	of	ADP
biht-230	104	10	the	the	DET
biht-230	104	11	current	current	ADJ
biht-230	104	12	dpal	dpal	ADJ
biht-230	104	13	community	community	NOUN
biht-230	104	14	which	which	PRON
biht-230	104	15	in	in	ADP
biht-230	104	16	microcosm	microcosm	NOUN
biht-230	104	17	together	together	ADV
biht-230	104	18	will	will	AUX
biht-230	104	19	allow	allow	VERB
biht-230	104	20	us	we	PRON
biht-230	104	21	to	to	PART
biht-230	104	22	test	test	VERB
biht-230	104	23	and	and	CCONJ
biht-230	104	24	confirm	confirm	VERB
biht-230	104	25	suitability	suitability	NOUN
biht-230	104	26	of	of	ADP
biht-230	104	27	the	the	DET
biht-230	104	28	system	system	NOUN
biht-230	104	29	for	for	ADP
biht-230	104	30	handling	handle	VERB
biht-230	104	31	samples	sample	NOUN
biht-230	104	32	from	from	ADP
biht-230	104	33	beginning	begin	VERB
biht-230	104	34	-	-	PUNCT
biht-230	104	35	to	to	ADP
biht-230	104	36	-	-	PUNCT
biht-230	104	37	end	end	NOUN
biht-230	104	38	.	.	PUNCT
biht-230	105	1	we	we	PRON
biht-230	105	2	chose	choose	VERB
biht-230	105	3	to	to	PART
biht-230	105	4	partner	partner	VERB
biht-230	105	5	with	with	ADP
biht-230	105	6	artifacts	artifact	NOUN
biht-230	105	7	to	to	PART
biht-230	105	8	create	create	VERB
biht-230	105	9	this	this	DET
biht-230	105	10	application	application	NOUN
biht-230	105	11	to	to	PART
biht-230	105	12	tap	tap	VERB
biht-230	105	13	their	their	PRON
biht-230	105	14	experience	experience	NOUN
biht-230	105	15	and	and	CCONJ
biht-230	105	16	accelerate	accelerate	VERB
biht-230	105	17	the	the	DET
biht-230	105	18	timeline	timeline	NOUN
biht-230	105	19	for	for	ADP
biht-230	105	20	confirming	confirm	VERB
biht-230	105	21	viability	viability	NOUN
biht-230	105	22	and	and	CCONJ
biht-230	105	23	moving	move	VERB
biht-230	105	24	forward	forward	ADV
biht-230	105	25	with	with	ADP
biht-230	105	26	a	a	DET
biht-230	105	27	broader	broad	ADJ
biht-230	105	28	deployment	deployment	NOUN
biht-230	105	29	.	.	PUNCT
biht-230	106	1	integration	integration	NOUN
biht-230	106	2	of	of	ADP
biht-230	106	3	blockchain	blockchain	PROPN
biht-230	106	4	into	into	ADP
biht-230	106	5	dpal	dpal	ADJ
biht-230	106	6	the	the	DET
biht-230	106	7	blockchain	blockchain	PROPN
biht-230	106	8	-	-	PUNCT
biht-230	106	9	based	base	VERB
biht-230	106	10	system	system	NOUN
biht-230	106	11	designed	design	VERB
biht-230	106	12	by	by	ADP
biht-230	106	13	artifacts	artifact	NOUN
biht-230	106	14	will	will	AUX
biht-230	106	15	be	be	AUX
biht-230	106	16	implemented	implement	VERB
biht-230	106	17	in	in	ADP
biht-230	106	18	january	january	PROPN
biht-230	106	19	2022	2022	NUM
biht-230	106	20	with	with	ADP
biht-230	106	21	dpal	dpal	ADJ
biht-230	106	22	participants	participant	NOUN
biht-230	106	23	at	at	ADP
biht-230	106	24	addis	addis	PROPN
biht-230	106	25	ababa	ababa	PROPN
biht-230	106	26	university	university	PROPN
biht-230	106	27	,	,	PUNCT
biht-230	106	28	the	the	DET
biht-230	106	29	university	university	PROPN
biht-230	106	30	of	of	ADP
biht-230	106	31	notre	notre	PROPN
biht-230	106	32	dame	dame	PROPN
biht-230	106	33	,	,	PUNCT
biht-230	106	34	and	and	CCONJ
biht-230	106	35	roanoke	roanoke	PROPN
biht-230	106	36	college	college	PROPN
biht-230	106	37	.	.	PUNCT
biht-230	107	1	regular	regular	ADJ
biht-230	107	2	feedback	feedback	NOUN
biht-230	107	3	will	will	AUX
biht-230	107	4	be	be	AUX
biht-230	107	5	solicited	solicit	VERB
biht-230	107	6	from	from	ADP
biht-230	107	7	users	user	NOUN
biht-230	107	8	and	and	CCONJ
biht-230	107	9	incorporated	incorporate	VERB
biht-230	107	10	into	into	ADP
biht-230	107	11	further	further	ADJ
biht-230	107	12	development	development	NOUN
biht-230	107	13	of	of	ADP
biht-230	107	14	the	the	DET
biht-230	107	15	ledger	ledger	NOUN
biht-230	107	16	-	-	PUNCT
biht-230	107	17	based	base	VERB
biht-230	107	18	application	application	NOUN
biht-230	107	19	for	for	ADP
biht-230	107	20	future	future	ADJ
biht-230	107	21	implementation	implementation	NOUN
biht-230	107	22	across	across	ADP
biht-230	107	23	all	all	PRON
biht-230	107	24	of	of	ADP
biht-230	107	25	dpal	dpal	ADJ
biht-230	107	26	.	.	PUNCT
biht-230	108	1	workflow	workflow	VERB
biht-230	108	2	the	the	DET
biht-230	108	3	workflow	workflow	NOUN
biht-230	108	4	of	of	ADP
biht-230	108	5	a	a	DET
biht-230	108	6	sample	sample	NOUN
biht-230	108	7	that	that	PRON
biht-230	108	8	is	be	AUX
biht-230	108	9	registered	register	VERB
biht-230	108	10	onto	onto	ADP
biht-230	108	11	the	the	DET
biht-230	108	12	blockchain	blockchain	PROPN
biht-230	108	13	ledger	ledger	NOUN
biht-230	108	14	,	,	PUNCT
biht-230	108	15	beginning	begin	VERB
biht-230	108	16	with	with	ADP
biht-230	108	17	sample	sample	NOUN
biht-230	108	18	creation	creation	NOUN
biht-230	108	19	at	at	ADP
biht-230	108	20	the	the	DET
biht-230	108	21	time	time	NOUN
biht-230	108	22	of	of	ADP
biht-230	108	23	purchase	purchase	NOUN
biht-230	108	24	of	of	ADP
biht-230	108	25	the	the	DET
biht-230	108	26	dosage	dosage	NOUN
biht-230	108	27	form	form	NOUN
biht-230	108	28	,	,	PUNCT
biht-230	108	29	and	and	CCONJ
biht-230	108	30	including	include	VERB
biht-230	108	31	workflows	workflow	NOUN
biht-230	108	32	for	for	ADP
biht-230	108	33	sample	sample	NOUN
biht-230	108	34	shipment	shipment	NOUN
biht-230	108	35	,	,	PUNCT
biht-230	108	36	analysis	analysis	NOUN
biht-230	108	37	,	,	PUNCT
biht-230	108	38	and	and	CCONJ
biht-230	108	39	reporting	reporting	NOUN
biht-230	108	40	of	of	ADP
biht-230	108	41	results	result	NOUN
biht-230	108	42	,	,	PUNCT
biht-230	108	43	as	as	ADV
biht-230	108	44	well	well	ADV
biht-230	108	45	as	as	ADP
biht-230	108	46	the	the	DET
biht-230	108	47	sample	sample	NOUN
biht-230	108	48	management	management	NOUN
biht-230	108	49	dashboard	dashboard	NOUN
biht-230	108	50	,	,	PUNCT
biht-230	108	51	is	be	AUX
biht-230	108	52	outlined	outline	VERB
biht-230	108	53	,	,	PUNCT
biht-230	108	54	as	as	SCONJ
biht-230	108	55	shown	show	VERB
biht-230	108	56	in	in	ADP
biht-230	108	57	figure	figure	NOUN
biht-230	108	58	2	2	NUM
biht-230	108	59	.	.	PUNCT
biht-230	109	1	the	the	DET
biht-230	109	2	integration	integration	NOUN
biht-230	109	3	of	of	ADP
biht-230	109	4	blockchain	blockchain	PROPN
biht-230	109	5	into	into	ADP
biht-230	109	6	the	the	DET
biht-230	109	7	dpal	dpal	ADJ
biht-230	109	8	process	process	NOUN
biht-230	109	9	is	be	AUX
biht-230	109	10	described	describe	VERB
biht-230	109	11	further	far	ADV
biht-230	109	12	in	in	ADP
biht-230	109	13	this	this	DET
biht-230	109	14	section	section	NOUN
biht-230	109	15	.	.	PUNCT
biht-230	110	1	pharmaceutical	pharmaceutical	NOUN
biht-230	110	2	samples	sample	NOUN
biht-230	110	3	are	be	AUX
biht-230	110	4	acquired	acquire	VERB
biht-230	110	5	at	at	ADP
biht-230	110	6	collection	collection	NOUN
biht-230	110	7	sites	site	NOUN
biht-230	110	8	such	such	ADJ
biht-230	110	9	as	as	ADP
biht-230	110	10	the	the	DET
biht-230	110	11	lab	lab	NOUN
biht-230	110	12	in	in	ADP
biht-230	110	13	addis	addis	PROPN
biht-230	110	14	ababa	ababa	PROPN
biht-230	110	15	,	,	PUNCT
biht-230	110	16	screened	screen	VERB
biht-230	110	17	at	at	ADP
biht-230	110	18	the	the	DET
biht-230	110	19	point	point	NOUN
biht-230	110	20	of	of	ADP
biht-230	110	21	collection	collection	NOUN
biht-230	110	22	,	,	PUNCT
biht-230	110	23	and	and	CCONJ
biht-230	110	24	distributed	distribute	VERB
biht-230	110	25	to	to	ADP
biht-230	110	26	multiple	multiple	ADJ
biht-230	110	27	testing	testing	NOUN
biht-230	110	28	laboratories	laboratory	NOUN
biht-230	110	29	.	.	PUNCT
biht-230	111	1	sample	sample	NOUN
biht-230	111	2	inventory	inventory	NOUN
biht-230	111	3	and	and	CCONJ
biht-230	111	4	stage	stage	NOUN
biht-230	111	5	in	in	ADP
biht-230	111	6	workflow	workflow	NOUN
biht-230	111	7	are	be	AUX
biht-230	111	8	monitored	monitor	VERB
biht-230	111	9	by	by	ADP
biht-230	111	10	the	the	DET
biht-230	111	11	ledger	ledger	NOUN
biht-230	111	12	.	.	PUNCT
biht-230	112	1	instrumental	instrumental	ADJ
biht-230	112	2	analysis	analysis	NOUN
biht-230	112	3	methods	method	NOUN
biht-230	112	4	such	such	ADJ
biht-230	112	5	as	as	ADP
biht-230	112	6	hplc	hplc	NOUN
biht-230	112	7	are	be	AUX
biht-230	112	8	curated	curate	VERB
biht-230	112	9	at	at	ADP
biht-230	112	10	the	the	DET
biht-230	112	11	university	university	PROPN
biht-230	112	12	of	of	ADP
biht-230	112	13	notre	notre	PROPN
biht-230	112	14	dame	dame	PROPN
biht-230	112	15	,	,	PUNCT
biht-230	112	16	and	and	CCONJ
biht-230	112	17	quality	quality	NOUN
biht-230	112	18	control	control	NOUN
biht-230	112	19	measures	measure	NOUN
biht-230	112	20	such	such	ADJ
biht-230	112	21	as	as	ADP
biht-230	112	22	systems	system	NOUN
biht-230	112	23	suitability	suitability	NOUN
biht-230	112	24	tests	test	NOUN
biht-230	112	25	and	and	CCONJ
biht-230	112	26	pharmaceutical	pharmaceutical	NOUN
biht-230	112	27	assay	assay	NOUN
biht-230	112	28	data	datum	NOUN
biht-230	112	29	and	and	CCONJ
biht-230	112	30	results	result	NOUN
biht-230	112	31	are	be	AUX
biht-230	112	32	recorded	record	VERB
biht-230	112	33	at	at	ADP
biht-230	112	34	multiple	multiple	ADJ
biht-230	112	35	lab	lab	NOUN
biht-230	112	36	sites	site	NOUN
biht-230	112	37	,	,	PUNCT
biht-230	112	38	such	such	ADJ
biht-230	112	39	as	as	ADP
biht-230	112	40	at	at	ADP
biht-230	112	41	roanoke	roanoke	PROPN
biht-230	112	42	college	college	PROPN
biht-230	112	43	.	.	PUNCT
biht-230	113	1	data	datum	NOUN
biht-230	113	2	analysis	analysis	NOUN
biht-230	113	3	and	and	CCONJ
biht-230	113	4	regulatory	regulatory	ADJ
biht-230	113	5	reporting	reporting	NOUN
biht-230	113	6	are	be	AUX
biht-230	113	7	facilitated	facilitate	VERB
biht-230	113	8	by	by	ADP
biht-230	113	9	cross	cross	ADJ
biht-230	113	10	-	-	ADJ
biht-230	113	11	site	site	ADJ
biht-230	113	12	information	information	NOUN
biht-230	113	13	sharing	sharing	NOUN
biht-230	113	14	.	.	PUNCT
biht-230	114	1	at	at	ADP
biht-230	114	2	each	each	DET
biht-230	114	3	stage	stage	NOUN
biht-230	114	4	,	,	PUNCT
biht-230	114	5	the	the	DET
biht-230	114	6	ledger	ledger	NOUN
biht-230	114	7	records	record	NOUN
biht-230	114	8	who	who	PRON
biht-230	114	9	has	have	VERB
biht-230	114	10	custody	custody	NOUN
biht-230	114	11	of	of	ADP
biht-230	114	12	each	each	DET
biht-230	114	13	sample	sample	NOUN
biht-230	114	14	,	,	PUNCT
biht-230	114	15	what	what	PRON
biht-230	114	16	tests	test	NOUN
biht-230	114	17	have	have	AUX
biht-230	114	18	been	be	AUX
biht-230	114	19	performed	perform	VERB
biht-230	114	20	,	,	PUNCT
biht-230	114	21	and	and	CCONJ
biht-230	114	22	what	what	PRON
biht-230	114	23	the	the	DET
biht-230	114	24	results	result	NOUN
biht-230	114	25	were	be	AUX
biht-230	114	26	.	.	PUNCT
biht-230	115	1	1	1	X
biht-230	115	2	.	.	X
biht-230	115	3	collection	collection	NOUN
biht-230	115	4	:	:	PUNCT
biht-230	115	5	after	after	SCONJ
biht-230	115	6	a	a	DET
biht-230	115	7	pharmaceutical	pharmaceutical	ADJ
biht-230	115	8	dosage	dosage	NOUN
biht-230	115	9	form	form	NOUN
biht-230	115	10	is	be	AUX
biht-230	115	11	purchased	purchase	VERB
biht-230	115	12	,	,	PUNCT
biht-230	115	13	a	a	DET
biht-230	115	14	sample	sample	NOUN
biht-230	115	15	is	be	AUX
biht-230	115	16	created	create	VERB
biht-230	115	17	for	for	ADP
biht-230	115	18	it	it	PRON
biht-230	115	19	in	in	ADP
biht-230	115	20	the	the	DET
biht-230	115	21	blockchain	blockchain	PROPN
biht-230	115	22	ledger	ledger	NOUN
biht-230	115	23	.	.	PUNCT
biht-230	116	1	once	once	SCONJ
biht-230	116	2	this	this	DET
biht-230	116	3	sample	sample	NOUN
biht-230	116	4	is	be	AUX
biht-230	116	5	created	create	VERB
biht-230	116	6	,	,	PUNCT
biht-230	116	7	it	it	PRON
biht-230	116	8	will	will	AUX
biht-230	116	9	be	be	AUX
biht-230	116	10	assigned	assign	VERB
biht-230	116	11	a	a	DET
biht-230	116	12	unique	unique	ADJ
biht-230	116	13	identification	identification	NOUN
biht-230	116	14	code	code	NOUN
biht-230	116	15	,	,	PUNCT
biht-230	116	16	and	and	CCONJ
biht-230	116	17	a	a	DET
biht-230	116	18	label	label	NOUN
biht-230	116	19	will	will	AUX
biht-230	116	20	be	be	AUX
biht-230	116	21	generated	generate	VERB
biht-230	116	22	that	that	PRON
biht-230	116	23	can	can	AUX
biht-230	116	24	be	be	AUX
biht-230	116	25	affixed	affix	VERB
biht-230	116	26	to	to	ADP
biht-230	116	27	the	the	DET
biht-230	116	28	physical	physical	ADJ
biht-230	116	29	sample	sample	NOUN
biht-230	116	30	.	.	PUNCT
biht-230	117	1	in	in	ADP
biht-230	117	2	addition	addition	NOUN
biht-230	117	3	,	,	PUNCT
biht-230	117	4	all	all	DET
biht-230	117	5	sample	sample	NOUN
biht-230	117	6	information	information	NOUN
biht-230	117	7	that	that	PRON
biht-230	117	8	would	would	AUX
biht-230	117	9	have	have	AUX
biht-230	117	10	previously	previously	ADV
biht-230	117	11	been	be	AUX
biht-230	117	12	manually	manually	ADV
biht-230	117	13	input	input	VERB
biht-230	117	14	into	into	ADP
biht-230	117	15	the	the	DET
biht-230	117	16	metadata	metadata	NOUN
biht-230	117	17	spreadsheet	spreadsheet	NOUN
biht-230	117	18	for	for	ADP
biht-230	117	19	that	that	DET
biht-230	117	20	sample	sample	NOUN
biht-230	117	21	will	will	AUX
biht-230	117	22	now	now	ADV
biht-230	117	23	be	be	AUX
biht-230	117	24	input	input	VERB
biht-230	117	25	directly	directly	ADV
biht-230	117	26	into	into	ADP
biht-230	117	27	the	the	DET
biht-230	117	28	blockchain	blockchain	PROPN
biht-230	117	29	database	database	NOUN
biht-230	117	30	.	.	PUNCT
biht-230	118	1	this	this	PRON
biht-230	118	2	will	will	AUX
biht-230	118	3	include	include	VERB
biht-230	118	4	identification	identification	NOUN
biht-230	118	5	of	of	ADP
biht-230	118	6	the	the	DET
biht-230	118	7	overt	overt	ADJ
biht-230	118	8	or	or	CCONJ
biht-230	118	9	covert	covert	ADJ
biht-230	118	10	shopper	shopper	NOUN
biht-230	118	11	who	who	PRON
biht-230	118	12	purchased	purchase	VERB
biht-230	118	13	the	the	DET
biht-230	118	14	sample	sample	NOUN
biht-230	118	15	.	.	PUNCT
biht-230	119	1	typographical	typographical	ADJ
biht-230	119	2	errors	error	NOUN
biht-230	119	3	will	will	AUX
biht-230	119	4	be	be	AUX
biht-230	119	5	minimized	minimize	VERB
biht-230	119	6	using	use	VERB
biht-230	119	7	dropdown	dropdown	ADJ
biht-230	119	8	menu	menu	NOUN
biht-230	119	9	selections	selection	NOUN
biht-230	119	10	for	for	ADP
biht-230	119	11	all	all	DET
biht-230	119	12	sample	sample	NOUN
biht-230	119	13	information	information	NOUN
biht-230	119	14	,	,	PUNCT
biht-230	119	15	including	include	VERB
biht-230	119	16	brand	brand	NOUN
biht-230	119	17	,	,	PUNCT
biht-230	119	18	manufacturer	manufacturer	NOUN
biht-230	119	19	,	,	PUNCT
biht-230	119	20	batch	batch	NOUN
biht-230	119	21	/	/	SYM
biht-230	119	22	lot	lot	NOUN
biht-230	119	23	number	number	NOUN
biht-230	119	24	and	and	CCONJ
biht-230	119	25	more	more	ADJ
biht-230	119	26	.	.	PUNCT
biht-230	120	1	in	in	ADP
biht-230	120	2	addition	addition	NOUN
biht-230	120	3	,	,	PUNCT
biht-230	120	4	the	the	DET
biht-230	120	5	sample	sample	NOUN
biht-230	120	6	creator	creator	NOUN
biht-230	120	7	will	will	AUX
biht-230	120	8	be	be	AUX
biht-230	120	9	able	able	ADJ
biht-230	120	10	to	to	PART
biht-230	120	11	add	add	VERB
biht-230	120	12	new	new	ADJ
biht-230	120	13	fields	field	NOUN
biht-230	120	14	to	to	PART
biht-230	120	15	each	each	DET
biht-230	120	16	drop	drop	VERB
biht-230	120	17	down	down	ADP
biht-230	120	18	menu	menu	NOUN
biht-230	120	19	–	–	PUNCT
biht-230	120	20	as	as	SCONJ
biht-230	120	21	there	there	PRON
biht-230	120	22	are	be	VERB
biht-230	120	23	thousands	thousand	NOUN
biht-230	120	24	of	of	ADP
biht-230	120	25	possible	possible	ADJ
biht-230	120	26	drug	drug	NOUN
biht-230	120	27	manufacturers	manufacturer	NOUN
biht-230	120	28	,	,	PUNCT
biht-230	120	29	brands	brand	NOUN
biht-230	120	30	,	,	PUNCT
biht-230	120	31	and	and	CCONJ
biht-230	120	32	batch/	batch/	NUM
biht-230	120	33	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	120	34	citation	citation	NOUN
biht-230	120	35	:	:	PUNCT
biht-230	121	1	blockchain	blockchain	NOUN
biht-230	121	2	in	in	ADP
biht-230	121	3	healthcare	healthcare	NOUN
biht-230	121	4	today	today	NOUN
biht-230	121	5	2022	2022	NUM
biht-230	121	6	,	,	PUNCT
biht-230	121	7	5	5	NUM
biht-230	121	8	:	:	SYM
biht-230	121	9	230	230	NUM
biht-230	121	10	http://dx.doi.org/10.30953/bhty.v5.2306	http://dx.doi.org/10.30953/bhty.v5.2306	NOUN
biht-230	122	1	kathleen	kathleen	PROPN
biht-230	122	2	hayes	hayes	PROPN
biht-230	122	3	et	et	PROPN
biht-230	122	4	al	al	PROPN
biht-230	122	5	.	.	PUNCT
biht-230	122	6	lot	lot	NOUN
biht-230	122	7	numbers	number	NOUN
biht-230	122	8	that	that	PRON
biht-230	122	9	could	could	AUX
biht-230	122	10	be	be	AUX
biht-230	122	11	purchased	purchase	VERB
biht-230	122	12	.	.	PUNCT
biht-230	123	1	the	the	DET
biht-230	123	2	sample	sample	NOUN
biht-230	123	3	and	and	CCONJ
biht-230	123	4	its	its	PRON
biht-230	123	5	information	information	NOUN
biht-230	123	6	will	will	AUX
biht-230	123	7	be	be	AUX
biht-230	123	8	visible	visible	ADJ
biht-230	123	9	to	to	ADP
biht-230	123	10	the	the	DET
biht-230	123	11	users	user	NOUN
biht-230	123	12	:	:	PUNCT
biht-230	123	13	in	in	ADP
biht-230	123	14	-	-	PUNCT
biht-230	123	15	country	country	NOUN
biht-230	123	16	lab	lab	NOUN
biht-230	123	17	manager	manager	NOUN
biht-230	123	18	,	,	PUNCT
biht-230	123	19	nd	nd	ADV
biht-230	123	20	dpal	dpal	ADJ
biht-230	123	21	manager	manager	NOUN
biht-230	123	22	,	,	PUNCT
biht-230	123	23	and	and	CCONJ
biht-230	123	24	the	the	DET
biht-230	123	25	relevant	relevant	ADJ
biht-230	123	26	regulatory	regulatory	ADJ
biht-230	123	27	agencies	agency	NOUN
biht-230	123	28	.	.	PUNCT
biht-230	124	1	in	in	ADP
biht-230	124	2	addition	addition	NOUN
biht-230	124	3	,	,	PUNCT
biht-230	124	4	a	a	DET
biht-230	124	5	record	record	NOUN
biht-230	124	6	of	of	ADP
biht-230	124	7	when	when	SCONJ
biht-230	124	8	and	and	CCONJ
biht-230	124	9	by	by	ADP
biht-230	124	10	whom	whom	PRON
biht-230	124	11	these	these	DET
biht-230	124	12	changes	change	NOUN
biht-230	124	13	were	be	AUX
biht-230	124	14	made	make	VERB
biht-230	124	15	will	will	AUX
biht-230	124	16	be	be	AUX
biht-230	124	17	recorded	record	VERB
biht-230	124	18	on	on	ADP
biht-230	124	19	the	the	DET
biht-230	124	20	blockchain	blockchain	NOUN
biht-230	124	21	,	,	PUNCT
biht-230	124	22	creating	create	VERB
biht-230	124	23	an	an	DET
biht-230	124	24	immutable	immutable	ADJ
biht-230	124	25	history	history	NOUN
biht-230	124	26	.	.	PUNCT
biht-230	125	1	2	2	X
biht-230	125	2	.	.	X
biht-230	125	3	arrival	arrival	NOUN
biht-230	125	4	at	at	ADP
biht-230	125	5	notre	notre	PROPN
biht-230	125	6	dame	dame	PROPN
biht-230	125	7	:	:	PUNCT
biht-230	125	8	samples	sample	NOUN
biht-230	125	9	can	can	AUX
biht-230	125	10	be	be	AUX
biht-230	125	11	selected	select	VERB
biht-230	125	12	and	and	CCONJ
biht-230	125	13	grouped	group	VERB
biht-230	125	14	together	together	ADV
biht-230	125	15	as	as	ADP
biht-230	125	16	a	a	DET
biht-230	125	17	package	package	NOUN
biht-230	125	18	to	to	PART
biht-230	125	19	be	be	AUX
biht-230	125	20	shipped	ship	VERB
biht-230	125	21	at	at	ADP
biht-230	125	22	the	the	DET
biht-230	125	23	university	university	PROPN
biht-230	125	24	of	of	ADP
biht-230	125	25	notre	notre	PROPN
biht-230	125	26	dame	dame	PROPN
biht-230	125	27	.	.	PUNCT
biht-230	126	1	this	this	PRON
biht-230	126	2	establishes	establish	VERB
biht-230	126	3	a	a	DET
biht-230	126	4	record	record	NOUN
biht-230	126	5	of	of	ADP
biht-230	126	6	the	the	DET
biht-230	126	7	physical	physical	ADJ
biht-230	126	8	location	location	NOUN
biht-230	126	9	of	of	ADP
biht-230	126	10	each	each	DET
biht-230	126	11	sample	sample	NOUN
biht-230	126	12	.	.	PUNCT
biht-230	127	1	when	when	SCONJ
biht-230	127	2	the	the	DET
biht-230	127	3	samples	sample	NOUN
biht-230	127	4	arrive	arrive	VERB
biht-230	127	5	at	at	ADP
biht-230	127	6	notre	notre	PROPN
biht-230	127	7	dame	dame	PROPN
biht-230	127	8	,	,	PUNCT
biht-230	127	9	they	they	PRON
biht-230	127	10	no	no	ADV
biht-230	127	11	longer	long	ADV
biht-230	127	12	need	need	VERB
biht-230	127	13	to	to	PART
biht-230	127	14	be	be	AUX
biht-230	127	15	given	give	VERB
biht-230	127	16	new	new	ADJ
biht-230	127	17	identifiers	identifier	NOUN
biht-230	127	18	,	,	PUNCT
biht-230	127	19	while	while	SCONJ
biht-230	127	20	updates	update	NOUN
biht-230	127	21	to	to	PART
biht-230	127	22	blockchain	blockchain	PROPN
biht-230	127	23	record	record	PROPN
biht-230	127	24	physical	physical	PROPN
biht-230	127	25	receipt	receipt	NOUN
biht-230	127	26	–	–	PUNCT
biht-230	127	27	simplifying	simplify	VERB
biht-230	127	28	the	the	DET
biht-230	127	29	intake	intake	ADJ
biht-230	127	30	process	process	NOUN
biht-230	127	31	.	.	PUNCT
biht-230	128	1	3	3	X
biht-230	128	2	.	.	X
biht-230	128	3	distribution	distribution	NOUN
biht-230	128	4	:	:	PUNCT
biht-230	128	5	now	now	ADV
biht-230	128	6	,	,	PUNCT
biht-230	128	7	requests	request	NOUN
biht-230	128	8	for	for	ADP
biht-230	128	9	samples	sample	NOUN
biht-230	128	10	by	by	ADP
biht-230	128	11	dpal	dpal	ADJ
biht-230	128	12	schools	school	NOUN
biht-230	128	13	will	will	AUX
biht-230	128	14	take	take	VERB
biht-230	128	15	place	place	NOUN
biht-230	128	16	entirely	entirely	ADV
biht-230	128	17	on	on	ADP
biht-230	128	18	the	the	DET
biht-230	128	19	blockchain	blockchain	NOUN
biht-230	128	20	-	-	PUNCT
biht-230	128	21	based	base	VERB
biht-230	128	22	system	system	NOUN
biht-230	128	23	and	and	CCONJ
biht-230	128	24	recorded	record	VERB
biht-230	128	25	in	in	ADP
biht-230	128	26	the	the	DET
biht-230	128	27	database	database	NOUN
biht-230	128	28	,	,	PUNCT
biht-230	128	29	rather	rather	ADV
biht-230	128	30	than	than	ADP
biht-230	128	31	through	through	ADP
biht-230	128	32	other	other	ADJ
biht-230	128	33	channels	channel	NOUN
biht-230	128	34	like	like	ADP
biht-230	128	35	email	email	NOUN
biht-230	128	36	,	,	PUNCT
biht-230	128	37	again	again	ADV
biht-230	128	38	streamlining	streamline	VERB
biht-230	128	39	where	where	SCONJ
biht-230	128	40	dpal	dpal	ADJ
biht-230	128	41	business	business	NOUN
biht-230	128	42	takes	take	VERB
biht-230	128	43	place	place	NOUN
biht-230	128	44	.	.	PUNCT
biht-230	129	1	records	record	NOUN
biht-230	129	2	of	of	ADP
biht-230	129	3	system	system	NOUN
biht-230	129	4	suitability	suitability	NOUN
biht-230	129	5	that	that	PRON
biht-230	129	6	prove	prove	VERB
biht-230	129	7	a	a	DET
biht-230	129	8	dpal	dpal	ADJ
biht-230	129	9	location	location	NOUN
biht-230	129	10	’s	’s	PART
biht-230	129	11	ability	ability	NOUN
biht-230	129	12	to	to	PART
biht-230	129	13	analyze	analyze	VERB
biht-230	129	14	a	a	DET
biht-230	129	15	certain	certain	ADJ
biht-230	129	16	api	api	NOUN
biht-230	129	17	will	will	AUX
biht-230	129	18	be	be	AUX
biht-230	129	19	housed	house	VERB
biht-230	129	20	and	and	CCONJ
biht-230	129	21	accessible	accessible	ADJ
biht-230	129	22	to	to	ADP
biht-230	129	23	the	the	DET
biht-230	129	24	dpal	dpal	ADJ
biht-230	129	25	manager	manager	NOUN
biht-230	129	26	on	on	ADP
biht-230	129	27	the	the	DET
biht-230	129	28	blockchain	blockchain	PROPN
biht-230	129	29	.	.	PUNCT
biht-230	130	1	at	at	ADP
biht-230	130	2	nd	nd	PRON
biht-230	130	3	,	,	PUNCT
biht-230	130	4	the	the	DET
biht-230	130	5	samples	sample	NOUN
biht-230	130	6	that	that	PRON
biht-230	130	7	are	be	AUX
biht-230	130	8	being	be	AUX
biht-230	130	9	sent	send	VERB
biht-230	130	10	to	to	ADP
biht-230	130	11	a	a	DET
biht-230	130	12	dpal	dpal	ADJ
biht-230	130	13	site	site	NOUN
biht-230	130	14	will	will	AUX
biht-230	130	15	be	be	AUX
biht-230	130	16	split	split	VERB
biht-230	130	17	,	,	PUNCT
biht-230	130	18	both	both	PRON
biht-230	130	19	physically	physically	ADV
biht-230	130	20	and	and	CCONJ
biht-230	130	21	on	on	ADP
biht-230	130	22	the	the	DET
biht-230	130	23	blockchain	blockchain	NOUN
biht-230	130	24	,	,	PUNCT
biht-230	130	25	so	so	SCONJ
biht-230	130	26	that	that	SCONJ
biht-230	130	27	each	each	DET
biht-230	130	28	sample	sample	NOUN
biht-230	130	29	has	have	VERB
biht-230	130	30	a	a	DET
biht-230	130	31	new	new	ADJ
biht-230	130	32	,	,	PUNCT
biht-230	130	33	unique	unique	ADJ
biht-230	130	34	identifier	identifier	NOUN
biht-230	130	35	but	but	CCONJ
biht-230	130	36	will	will	AUX
biht-230	130	37	be	be	AUX
biht-230	130	38	traceable	traceable	ADJ
biht-230	130	39	back	back	ADV
biht-230	130	40	to	to	ADP
biht-230	130	41	the	the	DET
biht-230	130	42	original	original	ADJ
biht-230	130	43	“	"	PUNCT
biht-230	130	44	parent	parent	NOUN
biht-230	130	45	”	"	PUNCT
biht-230	130	46	sample	sample	NOUN
biht-230	130	47	and	and	CCONJ
biht-230	130	48	its	its	PRON
biht-230	130	49	pertinent	pertinent	ADJ
biht-230	130	50	metadata	metadata	NOUN
biht-230	130	51	.	.	PUNCT
biht-230	131	1	again	again	ADV
biht-230	131	2	,	,	PUNCT
biht-230	131	3	multiple	multiple	ADJ
biht-230	131	4	samples	sample	NOUN
biht-230	131	5	will	will	AUX
biht-230	131	6	be	be	AUX
biht-230	131	7	selected	select	VERB
biht-230	131	8	fig	fig	NOUN
biht-230	131	9	.	.	PUNCT
biht-230	132	1	2	2	X
biht-230	132	2	.	.	X
biht-230	132	3	swim	swim	PROPN
biht-230	132	4	lane	lane	PROPN
biht-230	132	5	diagram	diagram	NOUN
biht-230	132	6	detailing	detail	VERB
biht-230	132	7	the	the	DET
biht-230	132	8	sample	sample	NOUN
biht-230	132	9	analysis	analysis	NOUN
biht-230	132	10	workflow	workflow	NOUN
biht-230	132	11	through	through	ADP
biht-230	132	12	the	the	DET
biht-230	132	13	blockchain	blockchain	PROPN
biht-230	132	14	ledger	ledger	NOUN
biht-230	132	15	.	.	PUNCT
biht-230	133	1	hplc	hplc	NOUN
biht-230	133	2	:	:	PUNCT
biht-230	133	3	high	high	ADJ
biht-230	133	4	performance	performance	NOUN
biht-230	133	5	liquid	liquid	NOUN
biht-230	133	6	chromatography	chromatography	NOUN
biht-230	133	7	;	;	PUNCT
biht-230	133	8	pad	pad	NOUN
biht-230	133	9	:	:	PUNCT
biht-230	133	10	paper	paper	NOUN
biht-230	133	11	analytical	analytical	ADJ
biht-230	133	12	device	device	NOUN
biht-230	133	13	.	.	PUNCT
biht-230	134	1	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	VERB
biht-230	134	2	citation	citation	NOUN
biht-230	134	3	:	:	PUNCT
biht-230	135	1	blockchain	blockchain	NOUN
biht-230	135	2	in	in	ADP
biht-230	135	3	healthcare	healthcare	NOUN
biht-230	135	4	today	today	NOUN
biht-230	135	5	2022	2022	NUM
biht-230	135	6	,	,	PUNCT
biht-230	135	7	5	5	NUM
biht-230	135	8	:	:	SYM
biht-230	135	9	230	230	NUM
biht-230	135	10	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	135	11	7	7	NUM
biht-230	135	12	securing	secure	VERB
biht-230	135	13	the	the	DET
biht-230	135	14	chain	chain	NOUN
biht-230	135	15	of	of	ADP
biht-230	135	16	custody	custody	NOUN
biht-230	135	17	and	and	CCONJ
biht-230	135	18	integrity	integrity	NOUN
biht-230	135	19	of	of	ADP
biht-230	135	20	data	datum	NOUN
biht-230	135	21	in	in	ADP
biht-230	135	22	a	a	DET
biht-230	135	23	global	global	ADJ
biht-230	135	24	north	north	NOUN
biht-230	135	25	–	–	PUNCT
biht-230	135	26	south	south	NOUN
biht-230	135	27	partnership	partnership	NOUN
biht-230	135	28	to	to	PART
biht-230	135	29	monitor	monitor	VERB
biht-230	135	30	the	the	DET
biht-230	135	31	quality	quality	NOUN
biht-230	135	32	of	of	ADP
biht-230	135	33	essential	essential	ADJ
biht-230	135	34	medicines	medicine	NOUN
biht-230	135	35	and	and	CCONJ
biht-230	135	36	grouped	group	VERB
biht-230	135	37	together	together	ADV
biht-230	135	38	as	as	ADP
biht-230	135	39	a	a	DET
biht-230	135	40	package	package	NOUN
biht-230	135	41	to	to	PART
biht-230	135	42	be	be	AUX
biht-230	135	43	shipped	ship	VERB
biht-230	135	44	to	to	ADP
biht-230	135	45	the	the	DET
biht-230	135	46	dpal	dpal	ADJ
biht-230	135	47	site	site	NOUN
biht-230	135	48	.	.	PUNCT
biht-230	136	1	now	now	ADV
biht-230	136	2	,	,	PUNCT
biht-230	136	3	all	all	DET
biht-230	136	4	information	information	NOUN
biht-230	136	5	regarding	regard	VERB
biht-230	136	6	the	the	DET
biht-230	136	7	sample	sample	NOUN
biht-230	136	8	location	location	NOUN
biht-230	136	9	,	,	PUNCT
biht-230	136	10	history	history	NOUN
biht-230	136	11	,	,	PUNCT
biht-230	136	12	and	and	CCONJ
biht-230	136	13	metadata	metadata	NOUN
biht-230	136	14	will	will	AUX
biht-230	136	15	be	be	AUX
biht-230	136	16	housed	house	VERB
biht-230	136	17	in	in	ADP
biht-230	136	18	the	the	DET
biht-230	136	19	blockchain	blockchain	NOUN
biht-230	136	20	using	use	VERB
biht-230	136	21	a	a	DET
biht-230	136	22	workflow	workflow	NOUN
biht-230	136	23	application	application	NOUN
biht-230	136	24	that	that	PRON
biht-230	136	25	streamlines	streamline	VERB
biht-230	136	26	the	the	DET
biht-230	136	27	distribution	distribution	NOUN
biht-230	136	28	of	of	ADP
biht-230	136	29	samples	sample	NOUN
biht-230	136	30	.	.	PUNCT
biht-230	137	1	4	4	X
biht-230	137	2	.	.	X
biht-230	137	3	analysis	analysis	NOUN
biht-230	137	4	:	:	PUNCT
biht-230	137	5	results	result	NOUN
biht-230	137	6	of	of	ADP
biht-230	137	7	analysis	analysis	NOUN
biht-230	137	8	will	will	AUX
biht-230	137	9	be	be	AUX
biht-230	137	10	directly	directly	ADV
biht-230	137	11	uploaded	upload	VERB
biht-230	137	12	to	to	ADP
biht-230	137	13	the	the	DET
biht-230	137	14	blockchain	blockchain	NOUN
biht-230	137	15	,	,	PUNCT
biht-230	137	16	including	include	VERB
biht-230	137	17	relevant	relevant	ADJ
biht-230	137	18	attachments	attachment	NOUN
biht-230	137	19	,	,	PUNCT
biht-230	137	20	including	include	VERB
biht-230	137	21	sample	sample	NOUN
biht-230	137	22	analysis	analysis	NOUN
biht-230	137	23	spreadsheets	spreadsheet	NOUN
biht-230	137	24	and	and	CCONJ
biht-230	137	25	chromatographs	chromatograph	NOUN
biht-230	137	26	of	of	ADP
biht-230	137	27	each	each	DET
biht-230	137	28	sample	sample	NOUN
biht-230	137	29	.	.	PUNCT
biht-230	138	1	dpal	dpal	ADJ
biht-230	138	2	analysts	analyst	NOUN
biht-230	138	3	will	will	AUX
biht-230	138	4	have	have	VERB
biht-230	138	5	permissions	permission	NOUN
biht-230	138	6	to	to	PART
biht-230	138	7	upload	upload	VERB
biht-230	138	8	their	their	PRON
biht-230	138	9	results	result	NOUN
biht-230	138	10	,	,	PUNCT
biht-230	138	11	dpal	dpal	ADJ
biht-230	138	12	site	site	NOUN
biht-230	138	13	coordinators	coordinator	NOUN
biht-230	138	14	,	,	PUNCT
biht-230	138	15	the	the	DET
biht-230	138	16	dpal	dpal	ADJ
biht-230	138	17	manager	manager	NOUN
biht-230	138	18	,	,	PUNCT
biht-230	138	19	and	and	CCONJ
biht-230	138	20	in	in	ADP
biht-230	138	21	-	-	PUNCT
biht-230	138	22	country	country	NOUN
biht-230	138	23	collaborators	collaborator	NOUN
biht-230	138	24	will	will	AUX
biht-230	138	25	be	be	AUX
biht-230	138	26	able	able	ADJ
biht-230	138	27	to	to	PART
biht-230	138	28	view	view	VERB
biht-230	138	29	where	where	SCONJ
biht-230	138	30	each	each	DET
biht-230	138	31	sample	sample	NOUN
biht-230	138	32	is	be	AUX
biht-230	138	33	in	in	ADP
biht-230	138	34	its	its	PRON
biht-230	138	35	workflow	workflow	NOUN
biht-230	138	36	as	as	ADV
biht-230	138	37	well	well	ADV
biht-230	138	38	as	as	ADP
biht-230	138	39	results	result	NOUN
biht-230	138	40	of	of	ADP
biht-230	138	41	analysis	analysis	NOUN
biht-230	138	42	in	in	ADP
biht-230	138	43	real	real	ADJ
biht-230	138	44	time	time	NOUN
biht-230	138	45	.	.	PUNCT
biht-230	139	1	5	5	X
biht-230	139	2	.	.	X
biht-230	139	3	reporting	reporting	NOUN
biht-230	139	4	:	:	PUNCT
biht-230	139	5	results	result	NOUN
biht-230	139	6	of	of	ADP
biht-230	139	7	analysis	analysis	NOUN
biht-230	139	8	will	will	AUX
biht-230	139	9	be	be	AUX
biht-230	139	10	easily	easily	ADV
biht-230	139	11	viewed	view	VERB
biht-230	139	12	by	by	ADP
biht-230	139	13	all	all	DET
biht-230	139	14	relevant	relevant	ADJ
biht-230	139	15	stakeholders	stakeholder	NOUN
biht-230	139	16	on	on	ADP
biht-230	139	17	a	a	DET
biht-230	139	18	dashboard	dashboard	NOUN
biht-230	139	19	of	of	ADP
biht-230	139	20	the	the	DET
biht-230	139	21	blockchain	blockchain	PROPN
biht-230	139	22	database	database	NOUN
biht-230	139	23	,	,	PUNCT
biht-230	139	24	including	include	VERB
biht-230	139	25	individual	individual	ADJ
biht-230	139	26	sample	sample	NOUN
biht-230	139	27	results	result	NOUN
biht-230	139	28	and	and	CCONJ
biht-230	139	29	big	big	ADJ
biht-230	139	30	picture	picture	NOUN
biht-230	139	31	information	information	NOUN
biht-230	139	32	such	such	ADJ
biht-230	139	33	as	as	ADP
biht-230	139	34	how	how	SCONJ
biht-230	139	35	many	many	ADJ
biht-230	139	36	samples	sample	NOUN
biht-230	139	37	have	have	AUX
biht-230	139	38	been	be	AUX
biht-230	139	39	analyzed	analyze	VERB
biht-230	139	40	or	or	CCONJ
biht-230	139	41	are	be	AUX
biht-230	139	42	awaiting	await	VERB
biht-230	139	43	analysis	analysis	NOUN
biht-230	139	44	,	,	PUNCT
biht-230	139	45	and	and	CCONJ
biht-230	139	46	trends	trend	NOUN
biht-230	139	47	in	in	ADP
biht-230	139	48	brand	brand	NOUN
biht-230	139	49	/	/	SYM
biht-230	139	50	manufacturer	manufacturer	NOUN
biht-230	139	51	.	.	PUNCT
biht-230	140	1	users	user	NOUN
biht-230	140	2	as	as	SCONJ
biht-230	140	3	mentioned	mention	VERB
biht-230	140	4	,	,	PUNCT
biht-230	140	5	there	there	PRON
biht-230	140	6	are	be	VERB
biht-230	140	7	many	many	ADJ
biht-230	140	8	different	different	ADJ
biht-230	140	9	users	user	NOUN
biht-230	140	10	in	in	ADP
biht-230	140	11	dpal	dpal	ADJ
biht-230	140	12	who	who	PRON
biht-230	140	13	should	should	AUX
biht-230	140	14	have	have	VERB
biht-230	140	15	different	different	ADJ
biht-230	140	16	rights	right	NOUN
biht-230	140	17	to	to	PART
biht-230	140	18	access	access	VERB
biht-230	140	19	and	and	CCONJ
biht-230	140	20	edit	edit	VERB
biht-230	140	21	certain	certain	ADJ
biht-230	140	22	data	datum	NOUN
biht-230	140	23	within	within	ADP
biht-230	140	24	the	the	DET
biht-230	140	25	dpal	dpal	ADJ
biht-230	140	26	data	datum	NOUN
biht-230	140	27	set	set	VERB
biht-230	140	28	.	.	PUNCT
biht-230	141	1	these	these	DET
biht-230	141	2	users	user	NOUN
biht-230	141	3	,	,	PUNCT
biht-230	141	4	their	their	PRON
biht-230	141	5	geographic	geographic	ADJ
biht-230	141	6	location	location	NOUN
biht-230	141	7	,	,	PUNCT
biht-230	141	8	responsibilities	responsibility	NOUN
biht-230	141	9	,	,	PUNCT
biht-230	141	10	and	and	CCONJ
biht-230	141	11	permissions	permission	NOUN
biht-230	141	12	on	on	ADP
biht-230	141	13	the	the	DET
biht-230	141	14	blockchain	blockchain	PROPN
biht-230	141	15	ledger	ledger	NOUN
biht-230	141	16	are	be	AUX
biht-230	141	17	described	describe	VERB
biht-230	141	18	in	in	ADP
biht-230	141	19	table	table	NOUN
biht-230	141	20	1	1	NUM
biht-230	141	21	.	.	PUNCT
biht-230	142	1	overall	overall	ADJ
biht-230	142	2	benefits	benefit	NOUN
biht-230	142	3	of	of	ADP
biht-230	142	4	the	the	DET
biht-230	142	5	blockchain	blockchain	PROPN
biht-230	142	6	pilot	pilot	PROPN
biht-230	142	7	blockchain	blockchain	PROPN
biht-230	142	8	offers	offer	VERB
biht-230	142	9	clear	clear	ADJ
biht-230	142	10	benefits	benefit	NOUN
biht-230	142	11	to	to	ADP
biht-230	142	12	dpal	dpal	ADJ
biht-230	142	13	data	datum	NOUN
biht-230	142	14	management	management	NOUN
biht-230	142	15	compared	compare	VERB
biht-230	142	16	with	with	ADP
biht-230	142	17	existing	exist	VERB
biht-230	142	18	methods	method	NOUN
biht-230	142	19	of	of	ADP
biht-230	142	20	data	datum	NOUN
biht-230	142	21	management	management	NOUN
biht-230	142	22	.	.	PUNCT
biht-230	143	1	first	first	ADV
biht-230	143	2	,	,	PUNCT
biht-230	143	3	all	all	DET
biht-230	143	4	data	datum	NOUN
biht-230	143	5	will	will	AUX
biht-230	143	6	be	be	AUX
biht-230	143	7	housed	house	VERB
biht-230	143	8	on	on	ADP
biht-230	143	9	a	a	DET
biht-230	143	10	single	single	ADJ
biht-230	143	11	platform	platform	NOUN
biht-230	143	12	,	,	PUNCT
biht-230	143	13	rather	rather	ADV
biht-230	143	14	than	than	ADP
biht-230	143	15	being	be	AUX
biht-230	143	16	dispersed	disperse	VERB
biht-230	143	17	through	through	ADP
biht-230	143	18	dropbox	dropbox	PROPN
biht-230	143	19	,	,	PUNCT
biht-230	143	20	osf	osf	PROPN
biht-230	143	21	,	,	PUNCT
biht-230	143	22	email	email	NOUN
biht-230	143	23	,	,	PUNCT
biht-230	143	24	external	external	ADJ
biht-230	143	25	hard	hard	ADJ
biht-230	143	26	drive	drive	NOUN
biht-230	143	27	,	,	PUNCT
biht-230	143	28	and	and	CCONJ
biht-230	143	29	personal	personal	ADJ
biht-230	143	30	computer	computer	NOUN
biht-230	143	31	.	.	PUNCT
biht-230	144	1	this	this	PRON
biht-230	144	2	includes	include	VERB
biht-230	144	3	information	information	NOUN
biht-230	144	4	about	about	ADP
biht-230	144	5	physical	physical	ADJ
biht-230	144	6	sample	sample	NOUN
biht-230	144	7	location	location	NOUN
biht-230	144	8	,	,	PUNCT
biht-230	144	9	analysis	analysis	NOUN
biht-230	144	10	results	result	NOUN
biht-230	144	11	,	,	PUNCT
biht-230	144	12	and	and	CCONJ
biht-230	144	13	analysis	analysis	NOUN
biht-230	144	14	procedural	procedural	ADJ
biht-230	144	15	details	detail	NOUN
biht-230	144	16	.	.	PUNCT
biht-230	145	1	in	in	ADP
biht-230	145	2	addition	addition	NOUN
biht-230	145	3	,	,	PUNCT
biht-230	145	4	every	every	DET
biht-230	145	5	piece	piece	NOUN
biht-230	145	6	of	of	ADP
biht-230	145	7	data	datum	NOUN
biht-230	145	8	will	will	AUX
biht-230	145	9	have	have	VERB
biht-230	145	10	date	date	NOUN
biht-230	145	11	and	and	CCONJ
biht-230	145	12	time	time	NOUN
biht-230	145	13	stamps	stamp	NOUN
biht-230	145	14	,	,	PUNCT
biht-230	145	15	securing	secure	VERB
biht-230	145	16	provenance	provenance	NOUN
biht-230	145	17	of	of	ADP
biht-230	145	18	these	these	DET
biht-230	145	19	data	datum	NOUN
biht-230	145	20	.	.	PUNCT
biht-230	146	1	this	this	DET
biht-230	146	2	distributed	distribute	VERB
biht-230	146	3	ledger	ledger	NOUN
biht-230	146	4	will	will	AUX
biht-230	146	5	be	be	AUX
biht-230	146	6	linked	link	VERB
biht-230	146	7	to	to	ADP
biht-230	146	8	an	an	DET
biht-230	146	9	easy	easy	ADJ
biht-230	146	10	-	-	PUNCT
biht-230	146	11	to	to	ADP
biht-230	146	12	-	-	PUNCT
biht-230	146	13	use	use	VERB
biht-230	146	14	dashboard	dashboard	NOUN
biht-230	146	15	,	,	PUNCT
biht-230	146	16	so	so	SCONJ
biht-230	146	17	stakeholders	stakeholder	NOUN
biht-230	146	18	will	will	AUX
biht-230	146	19	be	be	AUX
biht-230	146	20	able	able	ADJ
biht-230	146	21	to	to	PART
biht-230	146	22	view	view	VERB
biht-230	146	23	sample	sample	NOUN
biht-230	146	24	information	information	NOUN
biht-230	146	25	in	in	ADP
biht-230	146	26	real	real	ADJ
biht-230	146	27	time	time	NOUN
biht-230	146	28	.	.	PUNCT
biht-230	147	1	by	by	ADP
biht-230	147	2	combining	combine	VERB
biht-230	147	3	all	all	DET
biht-230	147	4	this	this	DET
biht-230	147	5	information	information	NOUN
biht-230	147	6	on	on	ADP
biht-230	147	7	a	a	DET
biht-230	147	8	user	user	NOUN
biht-230	147	9	-	-	PUNCT
biht-230	147	10	friendly	friendly	ADJ
biht-230	147	11	platform	platform	NOUN
biht-230	147	12	,	,	PUNCT
biht-230	147	13	it	it	PRON
biht-230	147	14	will	will	AUX
biht-230	147	15	be	be	AUX
biht-230	147	16	easier	easy	ADJ
biht-230	147	17	to	to	PART
biht-230	147	18	detect	detect	VERB
biht-230	147	19	patterns	pattern	NOUN
biht-230	147	20	of	of	ADP
biht-230	147	21	quality	quality	NOUN
biht-230	147	22	problems	problem	NOUN
biht-230	147	23	within	within	ADP
biht-230	147	24	and	and	CCONJ
biht-230	147	25	across	across	ADP
biht-230	147	26	different	different	ADJ
biht-230	147	27	brands	brand	NOUN
biht-230	147	28	of	of	ADP
biht-230	147	29	products	product	NOUN
biht-230	147	30	,	,	PUNCT
biht-230	147	31	so	so	SCONJ
biht-230	147	32	that	that	SCONJ
biht-230	147	33	regulators	regulator	NOUN
biht-230	147	34	and	and	CCONJ
biht-230	147	35	purchasers	purchaser	NOUN
biht-230	147	36	can	can	AUX
biht-230	147	37	deal	deal	VERB
biht-230	147	38	with	with	ADP
biht-230	147	39	problem	problem	NOUN
biht-230	147	40	brands	brand	NOUN
biht-230	147	41	proactively	proactively	ADV
biht-230	147	42	.	.	PUNCT
biht-230	148	1	this	this	PRON
biht-230	148	2	will	will	AUX
biht-230	148	3	also	also	ADV
biht-230	148	4	aid	aid	VERB
biht-230	148	5	in	in	ADP
biht-230	148	6	developing	develop	VERB
biht-230	148	7	enhanced	enhance	VERB
biht-230	148	8	statistical	statistical	ADJ
biht-230	148	9	sampling	sampling	NOUN
biht-230	148	10	techniques	technique	NOUN
biht-230	148	11	and	and	CCONJ
biht-230	148	12	best	good	ADJ
biht-230	148	13	practices	practice	NOUN
biht-230	148	14	for	for	ADP
biht-230	148	15	routing	route	VERB
biht-230	148	16	work	work	NOUN
biht-230	148	17	so	so	SCONJ
biht-230	148	18	that	that	SCONJ
biht-230	148	19	we	we	PRON
biht-230	148	20	can	can	AUX
biht-230	148	21	increase	increase	VERB
biht-230	148	22	throughput	throughput	NOUN
biht-230	148	23	,	,	PUNCT
biht-230	148	24	save	save	VERB
biht-230	148	25	cost	cost	NOUN
biht-230	148	26	for	for	ADP
biht-230	148	27	regulators	regulator	NOUN
biht-230	148	28	,	,	PUNCT
biht-230	148	29	detect	detect	VERB
biht-230	148	30	problem	problem	NOUN
biht-230	148	31	products	product	NOUN
biht-230	148	32	faster	fast	ADV
biht-230	148	33	,	,	PUNCT
biht-230	148	34	and	and	CCONJ
biht-230	148	35	impact	impact	VERB
biht-230	148	36	fewer	few	ADJ
biht-230	148	37	patients	patient	NOUN
biht-230	148	38	.	.	PUNCT
biht-230	149	1	limitations	limitation	NOUN
biht-230	149	2	of	of	ADP
biht-230	149	3	the	the	DET
biht-230	149	4	blockchain	blockchain	PROPN
biht-230	149	5	pilot	pilot	NOUN
biht-230	149	6	the	the	DET
biht-230	149	7	pilot	pilot	NOUN
biht-230	149	8	will	will	AUX
biht-230	149	9	connect	connect	VERB
biht-230	149	10	the	the	DET
biht-230	149	11	workflows	workflow	NOUN
biht-230	149	12	of	of	ADP
biht-230	149	13	only	only	ADV
biht-230	149	14	one	one	NUM
biht-230	149	15	lab	lab	NOUN
biht-230	149	16	and	and	CCONJ
biht-230	149	17	one	one	NUM
biht-230	149	18	role	role	NOUN
biht-230	149	19	within	within	ADP
biht-230	149	20	each	each	DET
biht-230	149	21	lab	lab	NOUN
biht-230	149	22	.	.	PUNCT
biht-230	150	1	potential	potential	ADJ
biht-230	150	2	operational	operational	ADJ
biht-230	150	3	challenges	challenge	NOUN
biht-230	150	4	to	to	PART
biht-230	150	5	overcome	overcome	VERB
biht-230	150	6	with	with	ADP
biht-230	150	7	the	the	DET
biht-230	150	8	proposed	propose	VERB
biht-230	150	9	pilot	pilot	NOUN
biht-230	150	10	include	include	VERB
biht-230	150	11	(	(	PUNCT
biht-230	150	12	1	1	X
biht-230	150	13	)	)	PUNCT
biht-230	150	14	confirming	confirm	VERB
biht-230	150	15	skill	skill	NOUN
biht-230	150	16	requirements	requirement	NOUN
biht-230	150	17	for	for	ADP
biht-230	150	18	users	user	NOUN
biht-230	150	19	,	,	PUNCT
biht-230	150	20	(	(	PUNCT
biht-230	150	21	2	2	X
biht-230	150	22	)	)	PUNCT
biht-230	150	23	education	education	NOUN
biht-230	150	24	and	and	CCONJ
biht-230	150	25	training	training	NOUN
biht-230	150	26	of	of	ADP
biht-230	150	27	users	user	NOUN
biht-230	150	28	,	,	PUNCT
biht-230	150	29	(	(	PUNCT
biht-230	150	30	3	3	X
biht-230	150	31	)	)	PUNCT
biht-230	150	32	achieving	achieve	VERB
biht-230	150	33	understanding	understanding	NOUN
biht-230	150	34	and	and	CCONJ
biht-230	150	35	adoption	adoption	NOUN
biht-230	150	36	of	of	ADP
biht-230	150	37	a	a	DET
biht-230	150	38	ledger	ledger	NOUN
biht-230	150	39	-	-	PUNCT
biht-230	150	40	based	base	VERB
biht-230	150	41	information	information	NOUN
biht-230	150	42	system	system	NOUN
biht-230	150	43	,	,	PUNCT
biht-230	150	44	(	(	PUNCT
biht-230	150	45	4	4	X
biht-230	150	46	)	)	PUNCT
biht-230	150	47	ability	ability	NOUN
biht-230	150	48	of	of	ADP
biht-230	150	49	personnel	personnel	NOUN
biht-230	150	50	to	to	PART
biht-230	150	51	capture	capture	VERB
biht-230	150	52	and	and	CCONJ
biht-230	150	53	record	record	VERB
biht-230	150	54	all	all	DET
biht-230	150	55	actions	action	NOUN
biht-230	150	56	and	and	CCONJ
biht-230	150	57	metadata	metadata	NOUN
biht-230	150	58	without	without	ADP
biht-230	150	59	disruption	disruption	NOUN
biht-230	150	60	in	in	ADP
biht-230	150	61	a	a	DET
biht-230	150	62	continuous	continuous	ADJ
biht-230	150	63	chain	chain	NOUN
biht-230	150	64	of	of	ADP
biht-230	150	65	custody	custody	NOUN
biht-230	150	66	,	,	PUNCT
biht-230	150	67	(	(	PUNCT
biht-230	150	68	5	5	X
biht-230	150	69	)	)	PUNCT
biht-230	150	70	maintaining	maintain	VERB
biht-230	150	71	updated	update	VERB
biht-230	150	72	lists	list	NOUN
biht-230	150	73	of	of	ADP
biht-230	150	74	persons	person	NOUN
biht-230	150	75	authorized	authorize	VERB
biht-230	150	76	to	to	PART
biht-230	150	77	access	access	VERB
biht-230	150	78	the	the	DET
biht-230	150	79	ledger	ledger	NOUN
biht-230	150	80	and	and	CCONJ
biht-230	150	81	enter	enter	VERB
biht-230	150	82	data	datum	NOUN
biht-230	150	83	at	at	ADP
biht-230	150	84	different	different	ADJ
biht-230	150	85	sites	site	NOUN
biht-230	150	86	,	,	PUNCT
biht-230	150	87	and	and	CCONJ
biht-230	150	88	(	(	PUNCT
biht-230	150	89	6	6	X
biht-230	150	90	)	)	PUNCT
biht-230	150	91	challenges	challenge	NOUN
biht-230	150	92	in	in	ADP
biht-230	150	93	the	the	DET
biht-230	150	94	scalability	scalability	NOUN
biht-230	150	95	and	and	CCONJ
biht-230	150	96	sustainability	sustainability	NOUN
biht-230	150	97	of	of	ADP
biht-230	150	98	the	the	DET
biht-230	150	99	proposed	propose	VERB
biht-230	150	100	system	system	NOUN
biht-230	150	101	.	.	PUNCT
biht-230	151	1	in	in	ADP
biht-230	151	2	addition	addition	NOUN
biht-230	151	3	,	,	PUNCT
biht-230	151	4	the	the	DET
biht-230	151	5	pilot	pilot	NOUN
biht-230	151	6	will	will	AUX
biht-230	151	7	retain	retain	VERB
biht-230	151	8	a	a	DET
biht-230	151	9	number	number	NOUN
biht-230	151	10	of	of	ADP
biht-230	151	11	functional	functional	ADJ
biht-230	151	12	limitations	limitation	NOUN
biht-230	151	13	,	,	PUNCT
biht-230	151	14	including	include	VERB
biht-230	151	15	the	the	DET
biht-230	151	16	following	following	NOUN
biht-230	151	17	:	:	PUNCT
biht-230	151	18	•	•	ADP
biht-230	151	19	the	the	DET
biht-230	151	20	pilot	pilot	NOUN
biht-230	151	21	feature	feature	NOUN
biht-230	151	22	set	set	NOUN
biht-230	151	23	will	will	AUX
biht-230	151	24	be	be	AUX
biht-230	151	25	small	small	ADJ
biht-230	151	26	and	and	CCONJ
biht-230	151	27	will	will	AUX
biht-230	151	28	not	not	PART
biht-230	151	29	be	be	AUX
biht-230	151	30	sufficient	sufficient	ADJ
biht-230	151	31	for	for	ADP
biht-230	151	32	broader	broad	ADJ
biht-230	151	33	deployment	deployment	NOUN
biht-230	151	34	.	.	PUNCT
biht-230	152	1	a	a	DET
biht-230	152	2	number	number	NOUN
biht-230	152	3	of	of	ADP
biht-230	152	4	capabilities	capability	NOUN
biht-230	152	5	table	table	NOUN
biht-230	152	6	1	1	NUM
biht-230	152	7	.	.	PUNCT
biht-230	152	8	distributed	distribute	VERB
biht-230	152	9	pharmaceutical	pharmaceutical	ADJ
biht-230	152	10	analysis	analysis	NOUN
biht-230	152	11	laboratory	laboratory	NOUN
biht-230	152	12	(	(	PUNCT
biht-230	152	13	dpal	dpal	ADJ
biht-230	152	14	)	)	PUNCT
biht-230	152	15	users	user	NOUN
biht-230	152	16	and	and	CCONJ
biht-230	152	17	their	their	PRON
biht-230	152	18	locations	location	NOUN
biht-230	152	19	,	,	PUNCT
biht-230	152	20	responsibilities	responsibility	NOUN
biht-230	152	21	,	,	PUNCT
biht-230	152	22	and	and	CCONJ
biht-230	152	23	blockchain	blockchain	PROPN
biht-230	152	24	permissions	permissions	PROPN
biht-230	152	25	title	title	NOUN
biht-230	152	26	location	location	NOUN
biht-230	152	27	responsibilities	responsibility	NOUN
biht-230	152	28	permissions	permission	VERB
biht-230	152	29	dpal	dpal	ADJ
biht-230	152	30	manager	manager	NOUN
biht-230	152	31	university	university	PROPN
biht-230	152	32	of	of	ADP
biht-230	152	33	notre	notre	PROPN
biht-230	152	34	dame	dame	PROPN
biht-230	152	35	,	,	PUNCT
biht-230	152	36	indiana	indiana	PROPN
biht-230	152	37	,	,	PUNCT
biht-230	152	38	usa	usa	PROPN
biht-230	152	39	overseeing	oversee	VERB
biht-230	152	40	all	all	DET
biht-230	152	41	aspects	aspect	NOUN
biht-230	152	42	of	of	ADP
biht-230	152	43	dpal	dpal	ADJ
biht-230	152	44	sample	sample	NOUN
biht-230	152	45	intake	intake	NOUN
biht-230	152	46	sample	sample	NOUN
biht-230	152	47	distribution	distribution	NOUN
biht-230	152	48	to	to	ADP
biht-230	152	49	dpal	dpal	ADJ
biht-230	152	50	sites	site	NOUN
biht-230	152	51	communication	communication	NOUN
biht-230	152	52	with	with	ADP
biht-230	152	53	dpal	dpal	ADJ
biht-230	152	54	sites	site	NOUN
biht-230	152	55	and	and	CCONJ
biht-230	152	56	in	in	ADP
biht-230	152	57	-	-	PUNCT
biht-230	152	58	county	county	NOUN
biht-230	152	59	coordinator	coordinator	NOUN
biht-230	152	60	should	should	AUX
biht-230	152	61	be	be	AUX
biht-230	152	62	able	able	ADJ
biht-230	152	63	to	to	PART
biht-230	152	64	view	view	VERB
biht-230	152	65	and	and	CCONJ
biht-230	152	66	edit	edit	VERB
biht-230	152	67	all	all	DET
biht-230	152	68	aspects	aspect	NOUN
biht-230	152	69	of	of	ADP
biht-230	152	70	blockchain	blockchain	PROPN
biht-230	152	71	in	in	ADP
biht-230	152	72	-	-	PUNCT
biht-230	152	73	country	country	NOUN
biht-230	152	74	coordinator	coordinator	NOUN
biht-230	152	75	addis	addis	PROPN
biht-230	152	76	ababa	ababa	PROPN
biht-230	152	77	university	university	PROPN
biht-230	152	78	,	,	PUNCT
biht-230	152	79	ethiopia	ethiopia	PROPN
biht-230	152	80	purchasing	purchase	VERB
biht-230	152	81	pharmaceutical	pharmaceutical	ADJ
biht-230	152	82	dosage	dosage	NOUN
biht-230	152	83	forms	form	NOUN
biht-230	152	84	,	,	PUNCT
biht-230	152	85	creating	create	VERB
biht-230	152	86	samples	sample	NOUN
biht-230	152	87	,	,	PUNCT
biht-230	152	88	and	and	CCONJ
biht-230	152	89	distributing	distribute	VERB
biht-230	152	90	samples	sample	NOUN
biht-230	152	91	from	from	ADP
biht-230	152	92	in	in	ADP
biht-230	152	93	-	-	PUNCT
biht-230	152	94	country	country	NOUN
biht-230	152	95	to	to	ADP
biht-230	152	96	notre	notre	PROPN
biht-230	152	97	dame	dame	PROPN
biht-230	152	98	communication	communication	NOUN
biht-230	152	99	with	with	ADP
biht-230	152	100	dpal	dpal	ADJ
biht-230	152	101	manager	manager	NOUN
biht-230	152	102	should	should	AUX
biht-230	152	103	be	be	AUX
biht-230	152	104	able	able	ADJ
biht-230	152	105	to	to	PART
biht-230	152	106	create	create	VERB
biht-230	152	107	samples	sample	NOUN
biht-230	152	108	and	and	CCONJ
biht-230	152	109	view	view	VERB
biht-230	152	110	status	status	NOUN
biht-230	152	111	of	of	ADP
biht-230	152	112	each	each	DET
biht-230	152	113	sample	sample	NOUN
biht-230	152	114	through	through	ADP
biht-230	152	115	the	the	DET
biht-230	152	116	workflow	workflow	NOUN
biht-230	152	117	and	and	CCONJ
biht-230	152	118	results	result	NOUN
biht-230	152	119	of	of	ADP
biht-230	152	120	analysis	analysis	NOUN
biht-230	152	121	dpal	dpal	ADJ
biht-230	152	122	site	site	NOUN
biht-230	152	123	coordinator	coordinator	NOUN
biht-230	152	124	roanoke	roanoke	PROPN
biht-230	152	125	college	college	PROPN
biht-230	152	126	,	,	PUNCT
biht-230	152	127	virginia	virginia	PROPN
biht-230	152	128	,	,	PUNCT
biht-230	152	129	usa	usa	PROPN
biht-230	152	130	overseeing	overseeing	NOUN
biht-230	152	131	site	site	NOUN
biht-230	152	132	analyst	analyst	NOUN
biht-230	152	133	and	and	CCONJ
biht-230	152	134	sample	sample	NOUN
biht-230	152	135	analysis	analysis	NOUN
biht-230	152	136	communication	communication	NOUN
biht-230	152	137	with	with	ADP
biht-230	152	138	dpal	dpal	ADJ
biht-230	152	139	manager	manager	NOUN
biht-230	152	140	should	should	AUX
biht-230	152	141	be	be	AUX
biht-230	152	142	able	able	ADJ
biht-230	152	143	to	to	PART
biht-230	152	144	request	request	VERB
biht-230	152	145	samples	sample	NOUN
biht-230	152	146	for	for	ADP
biht-230	152	147	analysis	analysis	NOUN
biht-230	152	148	dpal	dpal	ADJ
biht-230	152	149	site	site	NOUN
biht-230	152	150	analyst	analyst	NOUN
biht-230	152	151	roanoke	roanoke	PROPN
biht-230	152	152	college	college	PROPN
biht-230	152	153	,	,	PUNCT
biht-230	152	154	virginia	virginia	PROPN
biht-230	152	155	,	,	PUNCT
biht-230	152	156	usa	usa	PROPN
biht-230	152	157	system	system	PROPN
biht-230	152	158	suitability	suitability	NOUN
biht-230	152	159	sample	sample	NOUN
biht-230	152	160	analysis	analysis	NOUN
biht-230	152	161	should	should	AUX
biht-230	152	162	be	be	AUX
biht-230	152	163	able	able	ADJ
biht-230	152	164	to	to	PART
biht-230	152	165	upload	upload	VERB
biht-230	152	166	results	result	NOUN
biht-230	152	167	of	of	ADP
biht-230	152	168	analysis	analysis	NOUN
biht-230	152	169	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	ADJ
biht-230	152	170	citation	citation	NOUN
biht-230	152	171	:	:	PUNCT
biht-230	153	1	blockchain	blockchain	NOUN
biht-230	153	2	in	in	ADP
biht-230	153	3	healthcare	healthcare	NOUN
biht-230	153	4	today	today	NOUN
biht-230	153	5	2022	2022	NUM
biht-230	153	6	,	,	PUNCT
biht-230	153	7	5	5	NUM
biht-230	153	8	:	:	SYM
biht-230	153	9	230	230	NUM
biht-230	153	10	http://dx.doi.org/10.30953/bhty.v5.2308	http://dx.doi.org/10.30953/bhty.v5.2308	PROPN
biht-230	153	11	kathleen	kathleen	PROPN
biht-230	153	12	hayes	hayes	PROPN
biht-230	153	13	et	et	PROPN
biht-230	153	14	al	al	PROPN
biht-230	153	15	.	.	PROPN
biht-230	153	16	are	be	AUX
biht-230	153	17	deemed	deem	VERB
biht-230	153	18	to	to	PART
biht-230	153	19	be	be	AUX
biht-230	153	20	out	out	ADP
biht-230	153	21	of	of	ADP
biht-230	153	22	scope	scope	NOUN
biht-230	153	23	because	because	SCONJ
biht-230	153	24	they	they	PRON
biht-230	153	25	require	require	VERB
biht-230	153	26	more	more	ADJ
biht-230	153	27	developmental	developmental	ADJ
biht-230	153	28	efforts	effort	NOUN
biht-230	153	29	than	than	SCONJ
biht-230	153	30	can	can	AUX
biht-230	153	31	be	be	AUX
biht-230	153	32	completed	complete	VERB
biht-230	153	33	in	in	ADP
biht-230	153	34	the	the	DET
biht-230	153	35	time	time	NOUN
biht-230	153	36	frame	frame	NOUN
biht-230	153	37	allotted	allot	VERB
biht-230	153	38	to	to	ADP
biht-230	153	39	this	this	DET
biht-230	153	40	project	project	NOUN
biht-230	153	41	.	.	PUNCT
biht-230	154	1	some	some	PRON
biht-230	154	2	of	of	ADP
biht-230	154	3	these	these	PRON
biht-230	154	4	include	include	VERB
biht-230	154	5	establishing	establish	VERB
biht-230	154	6	interoperability	interoperability	NOUN
biht-230	154	7	with	with	ADP
biht-230	154	8	an	an	DET
biht-230	154	9	android	android	PROPN
biht-230	154	10	mobile	mobile	ADJ
biht-230	154	11	application	application	NOUN
biht-230	154	12	created	create	VERB
biht-230	154	13	by	by	ADP
biht-230	154	14	dpal	dpal	NOUN
biht-230	154	15	for	for	ADP
biht-230	154	16	enhanced	enhanced	ADJ
biht-230	154	17	data	datum	NOUN
biht-230	154	18	capture	capture	NOUN
biht-230	154	19	,	,	PUNCT
biht-230	154	20	providing	provide	VERB
biht-230	154	21	a	a	DET
biht-230	154	22	protocol	protocol	NOUN
biht-230	154	23	specification	specification	NOUN
biht-230	154	24	interface	interface	NOUN
biht-230	154	25	to	to	PART
biht-230	154	26	expand	expand	VERB
biht-230	154	27	the	the	DET
biht-230	154	28	types	type	NOUN
biht-230	154	29	of	of	ADP
biht-230	154	30	drugs	drug	NOUN
biht-230	154	31	tested	test	VERB
biht-230	154	32	and	and	CCONJ
biht-230	154	33	analyzed	analyze	VERB
biht-230	154	34	with	with	ADP
biht-230	154	35	this	this	DET
biht-230	154	36	system	system	NOUN
biht-230	154	37	,	,	PUNCT
biht-230	154	38	and	and	CCONJ
biht-230	154	39	blinding	blinding	ADJ
biht-230	154	40	access	access	NOUN
biht-230	154	41	to	to	ADP
biht-230	154	42	data	datum	NOUN
biht-230	154	43	and	and	CCONJ
biht-230	154	44	identities	identity	NOUN
biht-230	154	45	based	base	VERB
biht-230	154	46	on	on	ADP
biht-230	154	47	roles	role	NOUN
biht-230	154	48	and	and	CCONJ
biht-230	154	49	clearance	clearance	NOUN
biht-230	154	50	definitions	definition	NOUN
biht-230	154	51	.	.	PUNCT
biht-230	155	1	•	•	NOUN
biht-230	155	2	the	the	DET
biht-230	155	3	pilot	pilot	NOUN
biht-230	155	4	is	be	AUX
biht-230	155	5	expected	expect	VERB
biht-230	155	6	to	to	PART
biht-230	155	7	provide	provide	VERB
biht-230	155	8	a	a	DET
biht-230	155	9	valuable	valuable	ADJ
biht-230	155	10	learning	learning	NOUN
biht-230	155	11	experience	experience	NOUN
biht-230	155	12	for	for	ADP
biht-230	155	13	both	both	CCONJ
biht-230	155	14	dpal	dpal	ADJ
biht-230	155	15	and	and	CCONJ
biht-230	155	16	artifacts	artifact	NOUN
biht-230	155	17	that	that	PRON
biht-230	155	18	will	will	AUX
biht-230	155	19	surface	surface	VERB
biht-230	155	20	new	new	ADJ
biht-230	155	21	requirements	requirement	NOUN
biht-230	155	22	and	and	CCONJ
biht-230	155	23	will	will	AUX
biht-230	155	24	guide	guide	VERB
biht-230	155	25	the	the	DET
biht-230	155	26	design	design	NOUN
biht-230	155	27	and	and	CCONJ
biht-230	155	28	development	development	NOUN
biht-230	155	29	of	of	ADP
biht-230	155	30	new	new	ADJ
biht-230	155	31	functionality	functionality	NOUN
biht-230	155	32	for	for	ADP
biht-230	155	33	broader	broad	ADJ
biht-230	155	34	deployment	deployment	NOUN
biht-230	155	35	.	.	PUNCT
biht-230	156	1	•	•	NUM
biht-230	156	2	the	the	DET
biht-230	156	3	pilot	pilot	NOUN
biht-230	156	4	design	design	NOUN
biht-230	156	5	is	be	AUX
biht-230	156	6	scaled	scale	VERB
biht-230	156	7	to	to	PART
biht-230	156	8	support	support	VERB
biht-230	156	9	a	a	DET
biht-230	156	10	limited	limited	ADJ
biht-230	156	11	number	number	NOUN
biht-230	156	12	of	of	ADP
biht-230	156	13	users	user	NOUN
biht-230	156	14	and	and	CCONJ
biht-230	156	15	locations	location	NOUN
biht-230	156	16	.	.	PUNCT
biht-230	157	1	broader	broad	ADJ
biht-230	157	2	deployment	deployment	NOUN
biht-230	157	3	of	of	ADP
biht-230	157	4	this	this	DET
biht-230	157	5	system	system	NOUN
biht-230	157	6	will	will	AUX
biht-230	157	7	require	require	VERB
biht-230	157	8	the	the	DET
biht-230	157	9	ability	ability	NOUN
biht-230	157	10	to	to	PART
biht-230	157	11	operate	operate	VERB
biht-230	157	12	at	at	ADP
biht-230	157	13	scale	scale	NOUN
biht-230	157	14	to	to	PART
biht-230	157	15	support	support	VERB
biht-230	157	16	data	datum	NOUN
biht-230	157	17	capture	capture	NOUN
biht-230	157	18	from	from	ADP
biht-230	157	19	multiple	multiple	ADJ
biht-230	157	20	nations	nation	NOUN
biht-230	157	21	and	and	CCONJ
biht-230	157	22	regional	regional	ADJ
biht-230	157	23	locations	location	NOUN
biht-230	157	24	within	within	ADP
biht-230	157	25	different	different	ADJ
biht-230	157	26	countries	country	NOUN
biht-230	157	27	,	,	PUNCT
biht-230	157	28	multiple	multiple	ADJ
biht-230	157	29	further	further	ADJ
biht-230	157	30	testing	testing	NOUN
biht-230	157	31	laboratories	laboratory	NOUN
biht-230	157	32	required	require	VERB
biht-230	157	33	to	to	PART
biht-230	157	34	perform	perform	VERB
biht-230	157	35	confirmatory	confirmatory	NOUN
biht-230	157	36	analyses	analysis	NOUN
biht-230	157	37	,	,	PUNCT
biht-230	157	38	many	many	ADJ
biht-230	157	39	users	user	NOUN
biht-230	157	40	working	work	VERB
biht-230	157	41	simultaneously	simultaneously	ADV
biht-230	157	42	across	across	ADP
biht-230	157	43	multiple	multiple	ADJ
biht-230	157	44	time	time	NOUN
biht-230	157	45	zones	zone	NOUN
biht-230	157	46	,	,	PUNCT
biht-230	157	47	and	and	CCONJ
biht-230	157	48	a	a	DET
biht-230	157	49	significant	significant	ADJ
biht-230	157	50	increase	increase	NOUN
biht-230	157	51	in	in	ADP
biht-230	157	52	the	the	DET
biht-230	157	53	types	type	NOUN
biht-230	157	54	of	of	ADP
biht-230	157	55	drugs	drug	NOUN
biht-230	157	56	processed	process	VERB
biht-230	157	57	and	and	CCONJ
biht-230	157	58	frequency	frequency	NOUN
biht-230	157	59	/	/	SYM
biht-230	157	60	volume	volume	NOUN
biht-230	157	61	of	of	ADP
biht-230	157	62	drugs	drug	NOUN
biht-230	157	63	screened	screen	VERB
biht-230	157	64	.	.	PUNCT
biht-230	158	1	conclusions	conclusion	NOUN
biht-230	158	2	dpal	dpal	ADJ
biht-230	158	3	aims	aim	VERB
biht-230	158	4	to	to	PART
biht-230	158	5	aid	aid	VERB
biht-230	158	6	in	in	ADP
biht-230	158	7	the	the	DET
biht-230	158	8	detection	detection	NOUN
biht-230	158	9	of	of	ADP
biht-230	158	10	sf	sf	ADJ
biht-230	158	11	pharmaceutical	pharmaceutical	NOUN
biht-230	158	12	products	product	NOUN
biht-230	158	13	in	in	ADP
biht-230	158	14	lmics	lmic	NOUN
biht-230	158	15	using	use	VERB
biht-230	158	16	pharmaceutical	pharmaceutical	ADJ
biht-230	158	17	analysis	analysis	NOUN
biht-230	158	18	capabilities	capability	NOUN
biht-230	158	19	at	at	ADP
biht-230	158	20	academic	academic	ADJ
biht-230	158	21	institutions	institution	NOUN
biht-230	158	22	throughout	throughout	ADP
biht-230	158	23	the	the	DET
biht-230	158	24	us	us	PROPN
biht-230	158	25	and	and	CCONJ
biht-230	158	26	abroad	abroad	ADV
biht-230	158	27	.	.	PUNCT
biht-230	159	1	the	the	DET
biht-230	159	2	data	datum	NOUN
biht-230	159	3	generated	generate	VERB
biht-230	159	4	through	through	ADP
biht-230	159	5	dpal	dpal	ADJ
biht-230	159	6	regarding	regard	VERB
biht-230	159	7	dosage	dosage	NOUN
biht-230	159	8	form	form	NOUN
biht-230	159	9	quality	quality	NOUN
biht-230	159	10	are	be	AUX
biht-230	159	11	used	use	VERB
biht-230	159	12	to	to	PART
biht-230	159	13	inform	inform	VERB
biht-230	159	14	in	in	ADP
biht-230	159	15	-	-	PUNCT
biht-230	159	16	country	country	NOUN
biht-230	159	17	stakeholders	stakeholder	NOUN
biht-230	159	18	when	when	SCONJ
biht-230	159	19	making	make	VERB
biht-230	159	20	purchasing	purchasing	NOUN
biht-230	159	21	options	option	NOUN
biht-230	159	22	and	and	CCONJ
biht-230	159	23	in	in	ADP
biht-230	159	24	reporting	report	VERB
biht-230	159	25	suspicious	suspicious	ADJ
biht-230	159	26	samples	sample	NOUN
biht-230	159	27	to	to	ADP
biht-230	159	28	regulatory	regulatory	ADJ
biht-230	159	29	agencies	agency	NOUN
biht-230	159	30	for	for	ADP
biht-230	159	31	compendial	compendial	ADJ
biht-230	159	32	analysis	analysis	NOUN
biht-230	159	33	.	.	PUNCT
biht-230	160	1	the	the	DET
biht-230	160	2	use	use	NOUN
biht-230	160	3	of	of	ADP
biht-230	160	4	blockchain	blockchain	PROPN
biht-230	160	5	technology	technology	PROPN
biht-230	160	6	for	for	ADP
biht-230	160	7	the	the	DET
biht-230	160	8	management	management	NOUN
biht-230	160	9	of	of	ADP
biht-230	160	10	dpal	dpal	ADJ
biht-230	160	11	data	datum	NOUN
biht-230	160	12	has	have	VERB
biht-230	160	13	the	the	DET
biht-230	160	14	potential	potential	NOUN
biht-230	160	15	to	to	PART
biht-230	160	16	increase	increase	VERB
biht-230	160	17	the	the	DET
biht-230	160	18	efficiency	efficiency	NOUN
biht-230	160	19	and	and	CCONJ
biht-230	160	20	throughput	throughput	NOUN
biht-230	160	21	of	of	ADP
biht-230	160	22	dpal	dpal	ADJ
biht-230	160	23	,	,	PUNCT
biht-230	160	24	so	so	SCONJ
biht-230	160	25	that	that	SCONJ
biht-230	160	26	stakeholders	stakeholder	NOUN
biht-230	160	27	can	can	AUX
biht-230	160	28	have	have	VERB
biht-230	160	29	results	result	NOUN
biht-230	160	30	of	of	ADP
biht-230	160	31	post	post	ADJ
biht-230	160	32	-	-	ADJ
biht-230	160	33	market	market	ADJ
biht-230	160	34	surveillance	surveillance	NOUN
biht-230	160	35	of	of	ADP
biht-230	160	36	pharmaceutical	pharmaceutical	ADJ
biht-230	160	37	products	product	NOUN
biht-230	160	38	in	in	ADP
biht-230	160	39	lmics	lmic	NOUN
biht-230	160	40	faster	fast	ADV
biht-230	160	41	.	.	PUNCT
biht-230	161	1	the	the	DET
biht-230	161	2	major	major	ADJ
biht-230	161	3	intended	intend	VERB
biht-230	161	4	benefits	benefit	NOUN
biht-230	161	5	of	of	ADP
biht-230	161	6	using	use	VERB
biht-230	161	7	the	the	DET
biht-230	161	8	blockchain	blockchain	NOUN
biht-230	161	9	include	include	VERB
biht-230	161	10	increasing	increase	VERB
biht-230	161	11	efficiency	efficiency	NOUN
biht-230	161	12	by	by	ADP
biht-230	161	13	streamlining	streamline	VERB
biht-230	161	14	all	all	DET
biht-230	161	15	data	datum	NOUN
biht-230	161	16	and	and	CCONJ
biht-230	161	17	communications	communication	NOUN
biht-230	161	18	into	into	ADP
biht-230	161	19	a	a	DET
biht-230	161	20	single	single	ADJ
biht-230	161	21	platform	platform	NOUN
biht-230	161	22	,	,	PUNCT
biht-230	161	23	securing	secure	VERB
biht-230	161	24	provenance	provenance	NOUN
biht-230	161	25	of	of	ADP
biht-230	161	26	data	datum	NOUN
biht-230	161	27	,	,	PUNCT
biht-230	161	28	and	and	CCONJ
biht-230	161	29	having	have	VERB
biht-230	161	30	an	an	DET
biht-230	161	31	easy	easy	ADJ
biht-230	161	32	-	-	PUNCT
biht-230	161	33	to	to	ADP
biht-230	161	34	-	-	PUNCT
biht-230	161	35	use	use	VERB
biht-230	161	36	dashboard	dashboard	NOUN
biht-230	161	37	connected	connect	VERB
biht-230	161	38	to	to	ADP
biht-230	161	39	the	the	DET
biht-230	161	40	distributed	distribute	VERB
biht-230	161	41	ledger	ledger	NOUN
biht-230	161	42	so	so	SCONJ
biht-230	161	43	stakeholders	stakeholder	NOUN
biht-230	161	44	can	can	AUX
biht-230	161	45	view	view	VERB
biht-230	161	46	results	result	NOUN
biht-230	161	47	of	of	ADP
biht-230	161	48	analysis	analysis	NOUN
biht-230	161	49	in	in	ADP
biht-230	161	50	close	close	ADJ
biht-230	161	51	to	to	ADP
biht-230	161	52	real	real	ADJ
biht-230	161	53	time	time	NOUN
biht-230	161	54	.	.	PUNCT
biht-230	162	1	the	the	DET
biht-230	162	2	initial	initial	ADJ
biht-230	162	3	pilot	pilot	NOUN
biht-230	162	4	of	of	ADP
biht-230	162	5	this	this	DET
biht-230	162	6	blockchain	blockchain	PROPN
biht-230	162	7	technology	technology	PROPN
biht-230	162	8	will	will	AUX
biht-230	162	9	include	include	VERB
biht-230	162	10	a	a	DET
biht-230	162	11	subset	subset	NOUN
biht-230	162	12	of	of	ADP
biht-230	162	13	dpal	dpal	ADJ
biht-230	162	14	participants	participant	NOUN
biht-230	162	15	,	,	PUNCT
biht-230	162	16	including	include	VERB
biht-230	162	17	the	the	DET
biht-230	162	18	dpal	dpal	ADJ
biht-230	162	19	manager	manager	NOUN
biht-230	162	20	at	at	ADP
biht-230	162	21	the	the	DET
biht-230	162	22	university	university	PROPN
biht-230	162	23	of	of	ADP
biht-230	162	24	notre	notre	PROPN
biht-230	162	25	dame	dame	PROPN
biht-230	162	26	(	(	PUNCT
biht-230	162	27	indiana	indiana	PROPN
biht-230	162	28	,	,	PUNCT
biht-230	162	29	usa	usa	PROPN
biht-230	162	30	)	)	PUNCT
biht-230	162	31	,	,	PUNCT
biht-230	162	32	the	the	DET
biht-230	162	33	in	in	ADP
biht-230	162	34	-	-	PUNCT
biht-230	162	35	country	country	NOUN
biht-230	162	36	dpal	dpal	ADJ
biht-230	162	37	coordinator	coordinator	NOUN
biht-230	162	38	at	at	ADP
biht-230	162	39	addis	addis	PROPN
biht-230	162	40	ababa	ababa	PROPN
biht-230	162	41	university	university	PROPN
biht-230	162	42	(	(	PUNCT
biht-230	162	43	addis	addis	PROPN
biht-230	162	44	ababa	ababa	PROPN
biht-230	162	45	,	,	PUNCT
biht-230	162	46	ethiopia	ethiopia	PROPN
biht-230	162	47	)	)	PUNCT
biht-230	162	48	,	,	PUNCT
biht-230	162	49	and	and	CCONJ
biht-230	162	50	the	the	DET
biht-230	162	51	dpal	dpal	ADJ
biht-230	162	52	site	site	NOUN
biht-230	162	53	coordinator	coordinator	NOUN
biht-230	162	54	and	and	CCONJ
biht-230	162	55	dpal	dpal	ADJ
biht-230	162	56	analyst(s	analyst(s	PROPN
biht-230	162	57	)	)	PUNCT
biht-230	162	58	at	at	ADP
biht-230	162	59	roanoke	roanoke	PROPN
biht-230	162	60	college	college	PROPN
biht-230	162	61	(	(	PUNCT
biht-230	162	62	virginia	virginia	PROPN
biht-230	162	63	,	,	PUNCT
biht-230	162	64	usa	usa	PROPN
biht-230	162	65	)	)	PUNCT
biht-230	162	66	.	.	PUNCT
biht-230	163	1	feedback	feedback	NOUN
biht-230	163	2	from	from	ADP
biht-230	163	3	the	the	DET
biht-230	163	4	pilot	pilot	NOUN
biht-230	163	5	study	study	NOUN
biht-230	163	6	will	will	AUX
biht-230	163	7	be	be	AUX
biht-230	163	8	regularly	regularly	ADV
biht-230	163	9	recorded	record	VERB
biht-230	163	10	and	and	CCONJ
biht-230	163	11	implemented	implement	VERB
biht-230	163	12	into	into	ADP
biht-230	163	13	the	the	DET
biht-230	163	14	widespread	widespread	ADJ
biht-230	163	15	application	application	NOUN
biht-230	163	16	of	of	ADP
biht-230	163	17	blockchain	blockchain	PROPN
biht-230	163	18	for	for	ADP
biht-230	163	19	all	all	DET
biht-230	163	20	dpal	dpal	ADJ
biht-230	163	21	sites	site	NOUN
biht-230	163	22	abroad	abroad	ADV
biht-230	163	23	and	and	CCONJ
biht-230	163	24	in	in	ADP
biht-230	163	25	the	the	DET
biht-230	163	26	usa	usa	PROPN
biht-230	163	27	.	.	PUNCT
biht-230	164	1	conflicts	conflict	NOUN
biht-230	164	2	of	of	ADP
biht-230	164	3	interest	interest	NOUN
biht-230	164	4	one	one	NUM
biht-230	164	5	of	of	ADP
biht-230	164	6	the	the	DET
biht-230	164	7	authors	author	NOUN
biht-230	164	8	is	be	AUX
biht-230	164	9	employed	employ	VERB
biht-230	164	10	by	by	ADP
biht-230	164	11	a	a	DET
biht-230	164	12	for	for	ADP
biht-230	164	13	-	-	PUNCT
biht-230	164	14	profit	profit	NOUN
biht-230	164	15	entity	entity	NOUN
biht-230	164	16	,	,	PUNCT
biht-230	164	17	artifacts.ai	artifacts.ai	X
biht-230	164	18	(	(	PUNCT
biht-230	164	19	artifacts	artifact	NOUN
biht-230	164	20	of	of	ADP
biht-230	164	21	research	research	NOUN
biht-230	164	22	,	,	PUNCT
biht-230	164	23	inc	inc	PROPN
biht-230	164	24	.	.	PROPN
biht-230	164	25	)	)	PUNCT
biht-230	164	26	,	,	PUNCT
biht-230	164	27	that	that	PRON
biht-230	164	28	provides	provide	VERB
biht-230	164	29	the	the	DET
biht-230	164	30	platform	platform	NOUN
biht-230	164	31	utilized	utilize	VERB
biht-230	164	32	in	in	ADP
biht-230	164	33	the	the	DET
biht-230	164	34	pilot	pilot	NOUN
biht-230	164	35	described	describe	VERB
biht-230	164	36	in	in	ADP
biht-230	164	37	this	this	DET
biht-230	164	38	article	article	NOUN
biht-230	164	39	.	.	PUNCT
biht-230	165	1	artifacts	artifact	NOUN
biht-230	165	2	provides	provide	VERB
biht-230	165	3	a	a	DET
biht-230	165	4	complementary	complementary	ADJ
biht-230	165	5	service	service	NOUN
biht-230	165	6	for	for	ADP
biht-230	165	7	the	the	DET
biht-230	165	8	bhty	bhty	PROPN
biht-230	165	9	journal	journal	PROPN
biht-230	165	10	,	,	PUNCT
biht-230	165	11	which	which	PRON
biht-230	165	12	allows	allow	VERB
biht-230	165	13	the	the	DET
biht-230	165	14	authors	author	NOUN
biht-230	165	15	published	publish	VERB
biht-230	165	16	in	in	ADP
biht-230	165	17	bhty	bhty	PROPN
biht-230	165	18	to	to	PART
biht-230	165	19	link	link	VERB
biht-230	165	20	supporting	support	VERB
biht-230	165	21	evidence	evidence	NOUN
biht-230	165	22	with	with	ADP
biht-230	165	23	their	their	PRON
biht-230	165	24	manuscripts	manuscript	NOUN
biht-230	165	25	and	and	CCONJ
biht-230	165	26	receive	receive	VERB
biht-230	165	27	citations	citation	NOUN
biht-230	165	28	to	to	ADP
biht-230	165	29	that	that	DET
biht-230	165	30	evidence	evidence	NOUN
biht-230	165	31	.	.	PUNCT
biht-230	166	1	artifacts	artifact	NOUN
biht-230	166	2	intends	intend	VERB
biht-230	166	3	to	to	PART
biht-230	166	4	apply	apply	VERB
biht-230	166	5	the	the	DET
biht-230	166	6	learnings	learning	NOUN
biht-230	166	7	from	from	ADP
biht-230	166	8	this	this	DET
biht-230	166	9	pilot	pilot	NOUN
biht-230	166	10	to	to	PART
biht-230	166	11	determine	determine	VERB
biht-230	166	12	the	the	DET
biht-230	166	13	viability	viability	NOUN
biht-230	166	14	of	of	ADP
biht-230	166	15	developing	develop	VERB
biht-230	166	16	a	a	DET
biht-230	166	17	commercial	commercial	ADJ
biht-230	166	18	solution	solution	NOUN
biht-230	166	19	.	.	PUNCT
biht-230	167	1	funding	fund	VERB
biht-230	167	2	this	this	DET
biht-230	167	3	research	research	NOUN
biht-230	167	4	work	work	NOUN
biht-230	167	5	was	be	AUX
biht-230	167	6	funded	fund	VERB
biht-230	167	7	by	by	ADP
biht-230	167	8	the	the	DET
biht-230	167	9	following	follow	VERB
biht-230	167	10	sources	source	NOUN
biht-230	167	11	:	:	PUNCT
biht-230	167	12	•	•	NUM
biht-230	167	13	ethiopia	ethiopia	PROPN
biht-230	167	14	ministry	ministry	PROPN
biht-230	167	15	of	of	ADP
biht-230	167	16	innovation	innovation	NOUN
biht-230	167	17	and	and	CCONJ
biht-230	167	18	technology	technology	NOUN
biht-230	167	19	(	(	PUNCT
biht-230	167	20	mint	mint	NOUN
biht-230	167	21	,	,	PUNCT
biht-230	167	22	https://mint.gov.et/	https://mint.gov.et/	PROPN
biht-230	167	23	)	)	PUNCT
biht-230	167	24	grant	grant	NOUN
biht-230	167	25	“	"	PUNCT
biht-230	167	26	developing	develop	VERB
biht-230	167	27	,	,	PUNCT
biht-230	167	28	validating	validate	VERB
biht-230	167	29	and	and	CCONJ
biht-230	167	30	adopting	adopt	VERB
biht-230	167	31	simple	simple	ADJ
biht-230	167	32	mobile	mobile	ADJ
biht-230	167	33	technologies	technology	NOUN
biht-230	167	34	in	in	ADP
biht-230	167	35	drug	drug	NOUN
biht-230	167	36	quality	quality	NOUN
biht-230	167	37	evaluation	evaluation	NOUN
biht-230	167	38	and	and	CCONJ
biht-230	167	39	counterfeit	counterfeit	ADJ
biht-230	167	40	detection	detection	NOUN
biht-230	167	41	”	"	PUNCT
biht-230	167	42	•	•	NUM
biht-230	167	43	nsf	nsf	PROPN
biht-230	167	44	cmmi	cmmi	NOUN
biht-230	167	45	1842369	1842369	NUM
biht-230	167	46	“	"	PUNCT
biht-230	167	47	eager	eager	ADJ
biht-230	167	48	:	:	PUNCT
biht-230	167	49	isn	isn	VERB
biht-230	167	50	.	.	PUNCT
biht-230	168	1	unraveling	unravel	VERB
biht-230	168	2	illicit	illicit	ADJ
biht-230	168	3	supply	supply	NOUN
biht-230	168	4	chains	chain	NOUN
biht-230	168	5	with	with	ADP
biht-230	168	6	a	a	DET
biht-230	168	7	citizen	citizen	NOUN
biht-230	168	8	science	science	NOUN
biht-230	168	9	approach	approach	NOUN
biht-230	168	10	”	"	PUNCT
biht-230	168	11	(	(	PUNCT
biht-230	168	12	https://www.nsf.gov/awardsearch/showaward?awd	https://www.nsf.gov/awardsearch/showaward?awd	X
biht-230	168	13	_	_	SYM
biht-230	168	14	id=1842369	id=1842369	NOUN
biht-230	168	15	)	)	PUNCT
biht-230	168	16	•	•	NOUN
biht-230	168	17	walther	walther	NOUN
biht-230	168	18	cancer	cancer	NOUN
biht-230	168	19	foundation	foundation	PROPN
biht-230	168	20	grant	grant	VERB
biht-230	168	21	#	#	SYM
biht-230	168	22	0178.01	0178.01	NUM
biht-230	168	23	“	"	PUNCT
biht-230	168	24	developing	develop	VERB
biht-230	168	25	paper	paper	NOUN
biht-230	168	26	analytical	analytical	ADJ
biht-230	168	27	device	device	NOUN
biht-230	168	28	for	for	ADP
biht-230	168	29	detection	detection	NOUN
biht-230	168	30	of	of	ADP
biht-230	168	31	counterfeit	counterfeit	ADJ
biht-230	168	32	chemotherapy	chemotherapy	NOUN
biht-230	168	33	(	(	PUNCT
biht-230	168	34	chemo	chemo	NOUN
biht-230	168	35	-	-	PUNCT
biht-230	168	36	pad	pad	NOUN
biht-230	168	37	)	)	PUNCT
biht-230	168	38	in	in	ADP
biht-230	168	39	kenya	kenya	PROPN
biht-230	168	40	”	"	PUNCT
biht-230	168	41	https://www.walther.org/grants/	https://www.walther.org/grants/	PROPN
biht-230	168	42	•	•	NUM
biht-230	168	43	pfizer	pfizer	PROPN
biht-230	168	44	foundation	foundation	PROPN
biht-230	168	45	,	,	PUNCT
biht-230	168	46	inc	inc	PROPN
biht-230	168	47	.	.	PROPN
biht-230	169	1	(	(	PUNCT
biht-230	169	2	eindiana	eindiana	PROPN
biht-230	169	3	:	:	PUNCT
biht-230	169	4	13	13	NUM
biht-230	169	5	-	-	SYM
biht-230	169	6	6083839	6083839	NUM
biht-230	169	7	)	)	PUNCT
biht-230	169	8	antimicrobial	antimicrobial	ADJ
biht-230	169	9	resistance	resistance	NOUN
biht-230	169	10	project	project	NOUN
biht-230	169	11	moi	moi	X
biht-230	169	12	teaching	teaching	NOUN
biht-230	169	13	and	and	CCONJ
biht-230	169	14	referral	referral	ADJ
biht-230	169	15	hospital	hospital	NOUN
biht-230	169	16	grant	grant	NOUN
biht-230	169	17	419	419	NUM
biht-230	169	18	(	(	PUNCT
biht-230	169	19	gr000419	gr000419	PROPN
biht-230	169	20	)	)	PUNCT
biht-230	169	21	.	.	PUNCT
biht-230	170	1	“	"	PUNCT
biht-230	170	2	implementing	implement	VERB
biht-230	170	3	a	a	DET
biht-230	170	4	model	model	NOUN
biht-230	170	5	of	of	ADP
biht-230	170	6	improved	improved	ADJ
biht-230	170	7	care	care	NOUN
biht-230	170	8	for	for	ADP
biht-230	170	9	infectious	infectious	ADJ
biht-230	170	10	diseases	disease	NOUN
biht-230	170	11	and	and	CCONJ
biht-230	170	12	antibiotic	antibiotic	ADJ
biht-230	170	13	stewardship	stewardship	NOUN
biht-230	170	14	across	across	ADP
biht-230	170	15	multiple	multiple	ADJ
biht-230	170	16	levels	level	NOUN
biht-230	170	17	of	of	ADP
biht-230	170	18	the	the	DET
biht-230	170	19	health	health	NOUN
biht-230	170	20	system	system	NOUN
biht-230	170	21	in	in	ADP
biht-230	170	22	western	western	ADJ
biht-230	170	23	kenya	kenya	PROPN
biht-230	170	24	”	"	PUNCT
biht-230	170	25	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	PROPN
biht-230	170	26	•	•	NUM
biht-230	170	27	2019	2019	NUM
biht-230	170	28	blockchain	blockchain	PROPN
biht-230	170	29	initiative	initiative	PROPN
biht-230	170	30	award	award	PROPN
biht-230	170	31	(	(	PUNCT
biht-230	170	32	internal	internal	ADJ
biht-230	170	33	und	und	NOUN
biht-230	170	34	funding	funding	NOUN
biht-230	170	35	—	—	PUNCT
biht-230	170	36	https://research.nd.edu	https://research.nd.edu	PROPN
biht-230	170	37	/	/	SYM
biht-230	170	38	news/	news/	NUM
biht-230	170	39	notre	notre	NOUN
biht-230	170	40	-	-	PUNCT
biht-230	170	41	dame	dame	NOUN
biht-230	170	42	-	-	PUNCT
biht-230	170	43	blockchain	blockchain	NOUN
biht-230	170	44	initiative	initiative	NOUN
biht-230	170	45	-	-	PUNCT
biht-230	170	46	announces	announce	NOUN
biht-230	170	47	-	-	PUNCT
biht-230	170	48	seed	seed	NOUN
biht-230	170	49	-	-	PUNCT
biht-230	170	50	grant	grant	NOUN
biht-230	170	51	-	-	PUNCT
biht-230	170	52	recipients/	recipients/	NOUN
biht-230	170	53	)	)	PUNCT
biht-230	170	54	•	•	PROPN
biht-230	170	55	roanoke	roanoke	PROPN
biht-230	170	56	college	college	PROPN
biht-230	170	57	and	and	CCONJ
biht-230	170	58	roanoke	roanoke	PROPN
biht-230	170	59	college	college	PROPN
biht-230	170	60	department	department	PROPN
biht-230	170	61	of	of	ADP
biht-230	170	62	chemistry	chemistry	NOUN
biht-230	170	63	.	.	PUNCT
biht-230	171	1	the	the	DET
biht-230	171	2	funders	funder	NOUN
biht-230	171	3	had	have	VERB
biht-230	171	4	no	no	DET
biht-230	171	5	role	role	NOUN
biht-230	171	6	in	in	ADP
biht-230	171	7	study	study	NOUN
biht-230	171	8	design	design	NOUN
biht-230	171	9	,	,	PUNCT
biht-230	171	10	data	datum	NOUN
biht-230	171	11	collection	collection	NOUN
biht-230	171	12	and	and	CCONJ
biht-230	171	13	analysis	analysis	NOUN
biht-230	171	14	,	,	PUNCT
biht-230	171	15	decision	decision	NOUN
biht-230	171	16	to	to	PART
biht-230	171	17	publish	publish	VERB
biht-230	171	18	,	,	PUNCT
biht-230	171	19	or	or	CCONJ
biht-230	171	20	preparation	preparation	NOUN
biht-230	171	21	of	of	ADP
biht-230	171	22	the	the	DET
biht-230	171	23	manuscript	manuscript	NOUN
biht-230	171	24	.	.	PUNCT
biht-230	172	1	contributors	contributor	NOUN
biht-230	172	2	kathleen	kathleen	PROPN
biht-230	172	3	hayes	hayes	PROPN
biht-230	172	4	contributed	contribute	VERB
biht-230	172	5	to	to	ADP
biht-230	172	6	conceptualization	conceptualization	NOUN
biht-230	172	7	,	,	PUNCT
biht-230	172	8	project	project	NOUN
biht-230	172	9	administration	administration	NOUN
biht-230	172	10	,	,	PUNCT
biht-230	172	11	original	original	ADJ
biht-230	172	12	draft	draft	NOUN
biht-230	172	13	preparation	preparation	NOUN
biht-230	172	14	,	,	PUNCT
biht-230	172	15	reviewing	reviewing	NOUN
biht-230	172	16	,	,	PUNCT
biht-230	172	17	and	and	CCONJ
biht-230	172	18	editing	editing	NOUN
biht-230	172	19	of	of	ADP
biht-230	172	20	the	the	DET
biht-230	172	21	article	article	NOUN
biht-230	172	22	.	.	PUNCT
biht-230	173	1	natalie	natalie	PROPN
biht-230	173	2	meyers	meyers	PROPN
biht-230	173	3	and	and	CCONJ
biht-230	173	4	david	david	PROPN
biht-230	173	5	kochalko	kochalko	PROPN
biht-230	173	6	were	be	AUX
biht-230	173	7	involved	involve	VERB
biht-230	173	8	in	in	ADP
biht-230	173	9	conceptualization	conceptualization	NOUN
biht-230	173	10	,	,	PUNCT
biht-230	173	11	original	original	ADJ
biht-230	173	12	draft	draft	NOUN
biht-230	173	13	preparation	preparation	NOUN
biht-230	173	14	,	,	PUNCT
biht-230	173	15	and	and	CCONJ
biht-230	173	16	reviewing	review	VERB
biht-230	173	17	and	and	CCONJ
biht-230	173	18	editing	editing	NOUN
biht-230	173	19	of	of	ADP
biht-230	173	20	the	the	DET
biht-230	173	21	manuscript	manuscript	NOUN
biht-230	173	22	.	.	PUNCT
biht-230	174	1	christopher	christopher	PROPN
biht-230	174	2	sweet	sweet	PROPN
biht-230	174	3	also	also	ADV
biht-230	174	4	contributed	contribute	VERB
biht-230	174	5	to	to	ADP
biht-230	174	6	conceptualization	conceptualization	NOUN
biht-230	174	7	.	.	PUNCT
biht-230	175	1	ayenew	ayenew	PROPN
biht-230	175	2	ashenef	ashenef	PROPN
biht-230	175	3	and	and	CCONJ
biht-230	175	4	tim	tim	PROPN
biht-230	175	5	johann	johann	PROPN
biht-230	175	6	contributed	contribute	VERB
biht-230	175	7	to	to	ADP
biht-230	175	8	conceptualization	conceptualization	NOUN
biht-230	175	9	,	,	PUNCT
biht-230	175	10	review	review	NOUN
biht-230	175	11	and	and	CCONJ
biht-230	175	12	editing	editing	NOUN
biht-230	175	13	of	of	ADP
biht-230	175	14	the	the	DET
biht-230	175	15	manuscript	manuscript	NOUN
biht-230	175	16	.	.	PUNCT
biht-230	176	1	marya	marya	PROPN
biht-230	176	2	lieberman	lieberman	PROPN
biht-230	176	3	was	be	AUX
biht-230	176	4	involved	involve	VERB
biht-230	176	5	in	in	ADP
biht-230	176	6	conceptualization	conceptualization	NOUN
biht-230	176	7	,	,	PUNCT
biht-230	176	8	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	ADP
biht-230	176	9	http://artifacts.ai	http://artifacts.ai	PROPN
biht-230	176	10	https://mint.gov.et/	https://mint.gov.et/	NOUN
biht-230	176	11	https://www.nsf.gov/awardsearch/showaward?awd_id=1842369	https://www.nsf.gov/awardsearch/showaward?awd_id=1842369	PRON
biht-230	176	12	https://www.nsf.gov/awardsearch/showaward?awd_id=1842369	https://www.nsf.gov/awardsearch/showaward?awd_id=1842369	X
biht-230	176	13	https://www.walther.org/grants/	https://www.walther.org/grants/	NOUN
biht-230	176	14	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	NUM
biht-230	176	15	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	https://www.pfizer.com/purpose/responsibility/healthcare-access/global-health-grants	PROPN
biht-230	176	16	https://research.nd.edu/news/	https://research.nd.edu/news/	PROPN
biht-230	176	17	notre	notre	PROPN
biht-230	176	18	-	-	PUNCT
biht-230	176	19	dame	dame	NOUN
biht-230	176	20	-	-	PUNCT
biht-230	176	21	blockchain	blockchain	NOUN
biht-230	176	22	-	-	PUNCT
biht-230	176	23	initiative	initiative	NOUN
biht-230	176	24	-	-	PUNCT
biht-230	176	25	announces	announce	NOUN
biht-230	176	26	-	-	PUNCT
biht-230	176	27	seed	seed	NOUN
biht-230	176	28	-	-	PUNCT
biht-230	176	29	grant	grant	NOUN
biht-230	176	30	-	-	PUNCT
biht-230	176	31	recipients/	recipients/	NOUN
biht-230	176	32	https://research.nd.edu/news/	https://research.nd.edu/news/	NOUN
biht-230	176	33	notre	notre	NOUN
biht-230	176	34	-	-	PUNCT
biht-230	176	35	dame	dame	NOUN
biht-230	176	36	-	-	PUNCT
biht-230	176	37	blockchain	blockchain	NOUN
biht-230	176	38	-	-	PUNCT
biht-230	176	39	initiative	initiative	NOUN
biht-230	176	40	-	-	PUNCT
biht-230	176	41	announces	announce	NOUN
biht-230	176	42	-	-	PUNCT
biht-230	176	43	seed	seed	NOUN
biht-230	176	44	-	-	PUNCT
biht-230	176	45	grant	grant	NOUN
biht-230	176	46	-	-	PUNCT
biht-230	176	47	recipients/	recipients/	NOUN
biht-230	176	48	citation	citation	NOUN
biht-230	176	49	:	:	PUNCT
biht-230	177	1	blockchain	blockchain	NOUN
biht-230	177	2	in	in	ADP
biht-230	177	3	healthcare	healthcare	NOUN
biht-230	177	4	today	today	NOUN
biht-230	177	5	2022	2022	NUM
biht-230	177	6	,	,	PUNCT
biht-230	177	7	5	5	NUM
biht-230	177	8	:	:	SYM
biht-230	177	9	230	230	NUM
biht-230	177	10	http://dx.doi.org/10.30953/bhty.v5.230	http://dx.doi.org/10.30953/bhty.v5.230	NOUN
biht-230	177	11	9	9	NUM
biht-230	177	12	securing	secure	VERB
biht-230	177	13	the	the	DET
biht-230	177	14	chain	chain	NOUN
biht-230	177	15	of	of	ADP
biht-230	177	16	custody	custody	NOUN
biht-230	177	17	and	and	CCONJ
biht-230	177	18	integrity	integrity	NOUN
biht-230	177	19	of	of	ADP
biht-230	177	20	data	datum	NOUN
biht-230	177	21	in	in	ADP
biht-230	177	22	a	a	DET
biht-230	177	23	global	global	ADJ
biht-230	177	24	north	north	NOUN
biht-230	177	25	–	–	PUNCT
biht-230	177	26	south	south	NOUN
biht-230	177	27	partnership	partnership	NOUN
biht-230	177	28	to	to	PART
biht-230	177	29	monitor	monitor	VERB
biht-230	177	30	the	the	DET
biht-230	177	31	quality	quality	NOUN
biht-230	177	32	of	of	ADP
biht-230	177	33	essential	essential	ADJ
biht-230	177	34	medicines	medicine	NOUN
biht-230	177	35	supervision	supervision	NOUN
biht-230	177	36	,	,	PUNCT
biht-230	177	37	original	original	ADJ
biht-230	177	38	draft	draft	NOUN
biht-230	177	39	preparation	preparation	NOUN
biht-230	177	40	,	,	PUNCT
biht-230	177	41	and	and	CCONJ
biht-230	177	42	review	review	VERB
biht-230	177	43	and	and	CCONJ
biht-230	177	44	editing	editing	NOUN
biht-230	177	45	of	of	ADP
biht-230	177	46	the	the	DET
biht-230	177	47	manuscript	manuscript	NOUN
biht-230	177	48	.	.	PUNCT
biht-230	178	1	acknowledgments	acknowledgment	NOUN
biht-230	178	2	the	the	DET
biht-230	178	3	authors	author	NOUN
biht-230	178	4	thank	thank	VERB
biht-230	178	5	kristina	kristina	PROPN
biht-230	178	6	davis	davis	PROPN
biht-230	178	7	for	for	ADP
biht-230	178	8	her	her	PRON
biht-230	178	9	contributions	contribution	NOUN
biht-230	178	10	in	in	ADP
biht-230	178	11	designing	design	VERB
biht-230	178	12	figure	figure	NOUN
biht-230	178	13	2	2	NUM
biht-230	178	14	.	.	PUNCT
biht-230	178	15	references	reference	NOUN
biht-230	178	16	1	1	NUM
biht-230	178	17	.	.	PUNCT
biht-230	178	18	world	world	PROPN
biht-230	178	19	health	health	PROPN
biht-230	178	20	organization	organization	PROPN
biht-230	178	21	.	.	PUNCT
biht-230	179	1	who	who	PRON
biht-230	179	2	global	global	ADJ
biht-230	179	3	surveillance	surveillance	NOUN
biht-230	179	4	and	and	CCONJ
biht-230	179	5	monitoring	monitor	VERB
biht-230	179	6	system	system	NOUN
biht-230	179	7	for	for	ADP
biht-230	179	8	substandard	substandard	ADJ
biht-230	179	9	and	and	CCONJ
biht-230	179	10	falsified	falsified	ADJ
biht-230	179	11	medical	medical	ADJ
biht-230	179	12	products	product	NOUN
biht-230	179	13	.	.	PUNCT
biht-230	180	1	available	available	ADJ
biht-230	180	2	from	from	ADP
biht-230	180	3	:	:	PUNCT
biht-230	180	4	https://apps.who.int/iris/bitstream/handle	https://apps.who.int/iris/bitstream/handle	VERB
biht-230	180	5	/10665/326708/9789241513425	/10665/326708/9789241513425	NOUN
biht-230	180	6	-	-	SYM
biht-230	180	7	eng.pdf	eng.pdf	NUM
biht-230	180	8	?	?	PUNCT
biht-230	180	9	sequence=1&isallowed	sequence=1&isallowed	PROPN
biht-230	180	10	=	=	NOUN
biht-230	180	11	y	y	PROPN
biht-230	180	12	[	[	X
biht-230	180	13	cited	cite	VERB
biht-230	180	14	13	13	NUM
biht-230	180	15	december	december	PROPN
biht-230	180	16	2021	2021	NUM
biht-230	180	17	]	]	PUNCT
biht-230	180	18	.	.	PUNCT
biht-230	181	1	2	2	X
biht-230	181	2	.	.	X
biht-230	181	3	world	world	PROPN
biht-230	181	4	health	health	PROPN
biht-230	181	5	organization	organization	PROPN
biht-230	181	6	.	.	PUNCT
biht-230	182	1	a	a	DET
biht-230	182	2	study	study	NOUN
biht-230	182	3	on	on	ADP
biht-230	182	4	the	the	DET
biht-230	182	5	public	public	ADJ
biht-230	182	6	health	health	NOUN
biht-230	182	7	and	and	CCONJ
biht-230	182	8	socioeconomic	socioeconomic	ADJ
biht-230	182	9	impact	impact	NOUN
biht-230	182	10	of	of	ADP
biht-230	182	11	substandard	substandard	ADJ
biht-230	182	12	and	and	CCONJ
biht-230	182	13	falsified	falsified	ADJ
biht-230	182	14	medical	medical	ADJ
biht-230	182	15	products	product	NOUN
biht-230	182	16	.	.	PUNCT
biht-230	183	1	available	available	ADJ
biht-230	183	2	from	from	ADP
biht-230	183	3	:	:	PUNCT
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biht-230	183	5	[	[	X
biht-230	183	6	cited	cite	VERB
biht-230	183	7	13	13	NUM
biht-230	183	8	december	december	PROPN
biht-230	183	9	2021	2021	NUM
biht-230	183	10	]	]	PUNCT
biht-230	183	11	.	.	PUNCT
biht-230	184	1	3	3	X
biht-230	184	2	.	.	X
biht-230	184	3	roth	roth	PROPN
biht-230	184	4	l	l	PROPN
biht-230	184	5	,	,	PUNCT
biht-230	184	6	bempong	bempong	PROPN
biht-230	184	7	d	d	PROPN
biht-230	184	8	,	,	PUNCT
biht-230	184	9	babigumira	babigumira	PROPN
biht-230	184	10	jb	jb	PROPN
biht-230	184	11	,	,	PUNCT
biht-230	184	12	et	et	PROPN
biht-230	184	13	al	al	PROPN
biht-230	184	14	.	.	PUNCT
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biht-230	184	16	global	global	ADJ
biht-230	184	17	access	access	NOUN
biht-230	184	18	to	to	ADP
biht-230	184	19	essential	essential	ADJ
biht-230	184	20	medicines	medicine	NOUN
biht-230	184	21	:	:	PUNCT
biht-230	184	22	investment	investment	NOUN
biht-230	184	23	priorities	priority	NOUN
biht-230	184	24	for	for	ADP
biht-230	184	25	sustainably	sustainably	ADV
biht-230	184	26	strengthening	strengthen	VERB
biht-230	184	27	medical	medical	ADJ
biht-230	184	28	product	product	NOUN
biht-230	184	29	regulatory	regulatory	ADJ
biht-230	184	30	systems	system	NOUN
biht-230	184	31	.	.	PUNCT
biht-230	185	1	global	global	ADJ
biht-230	185	2	health	health	NOUN
biht-230	185	3	.	.	PUNCT
biht-230	186	1	2018;14(1):1–2	2018;14(1):1–2	X
biht-230	186	2	.	.	PUNCT
biht-230	187	1	https://doi.org/10.1186/s12992	https://doi.org/10.1186/s12992	NUM
biht-230	187	2	018	018	NUM
biht-230	187	3	-	-	PUNCT
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biht-230	187	5	-	-	SYM
biht-230	187	6	2	2	NUM
biht-230	187	7	4	4	NUM
biht-230	187	8	.	.	PUNCT
biht-230	188	1	ndomondo	ndomondo	ADJ
biht-230	188	2	-	-	PUNCT
biht-230	188	3	sigonda	sigonda	NOUN
biht-230	188	4	m	m	PROPN
biht-230	188	5	,	,	PUNCT
biht-230	188	6	miot	miot	PROPN
biht-230	188	7	j	j	PROPN
biht-230	188	8	,	,	PUNCT
biht-230	188	9	naidoo	naidoo	PROPN
biht-230	188	10	s	s	PROPN
biht-230	188	11	,	,	PUNCT
biht-230	188	12	dodoo	dodoo	VERB
biht-230	188	13	a	a	DET
biht-230	188	14	,	,	PUNCT
biht-230	188	15	kaale	kaale	PROPN
biht-230	188	16	e.	e.	PROPN
biht-230	188	17	medicines	medicines	PROPN
biht-230	188	18	regulation	regulation	NOUN
biht-230	188	19	in	in	ADP
biht-230	188	20	africa	africa	PROPN
biht-230	188	21	:	:	PUNCT
biht-230	188	22	current	current	ADJ
biht-230	188	23	state	state	NOUN
biht-230	188	24	and	and	CCONJ
biht-230	188	25	opportunities	opportunity	NOUN
biht-230	188	26	.	.	PUNCT
biht-230	189	1	pharmaceut	pharmaceut	PROPN
biht-230	189	2	med	me	VERB
biht-230	189	3	.	.	PUNCT
biht-230	190	1	2017;31(6):383–97	2017;31(6):383–97	NUM
biht-230	190	2	.	.	PUNCT
biht-230	191	1	https://doi.org/10.1007/	https://doi.org/10.1007/	PROPN
biht-230	191	2	s40290	s40290	PROPN
biht-230	191	3	-	-	PUNCT
biht-230	191	4	017	017	NUM
biht-230	191	5	-	-	PUNCT
biht-230	191	6	0210	0210	NUM
biht-230	191	7	-	-	PUNCT
biht-230	191	8	x	x	SYM
biht-230	191	9	5	5	PROPN
biht-230	191	10	.	.	X
biht-230	191	11	bliese	bliese	PROPN
biht-230	191	12	sl	sl	PROPN
biht-230	191	13	,	,	PUNCT
biht-230	191	14	berta	berta	PROPN
biht-230	191	15	m	m	PROPN
biht-230	191	16	,	,	PUNCT
biht-230	191	17	lieberman	lieberman	PROPN
biht-230	191	18	m.	m.	NOUN
biht-230	191	19	involving	involve	VERB
biht-230	191	20	students	student	NOUN
biht-230	191	21	in	in	ADP
biht-230	191	22	the	the	DET
biht-230	191	23	distributed	distribute	VERB
biht-230	191	24	pharmaceutical	pharmaceutical	ADJ
biht-230	191	25	analysis	analysis	NOUN
biht-230	191	26	laboratory	laboratory	NOUN
biht-230	191	27	:	:	PUNCT
biht-230	191	28	a	a	DET
biht-230	191	29	citizen	citizen	NOUN
biht-230	191	30	-	-	PUNCT
biht-230	191	31	science	science	NOUN
biht-230	191	32	project	project	NOUN
biht-230	191	33	to	to	PART
biht-230	191	34	evaluate	evaluate	VERB
biht-230	191	35	global	global	ADJ
biht-230	191	36	medicine	medicine	NOUN
biht-230	191	37	quality	quality	NOUN
biht-230	191	38	.	.	PUNCT
biht-230	192	1	j	j	PROPN
biht-230	192	2	chem	chem	NOUN
biht-230	192	3	educ	educ	PROPN
biht-230	192	4	.	.	PUNCT
biht-230	193	1	2020	2020	NUM
biht-230	193	2	oct	oct	PROPN
biht-230	193	3	26;97(11):3976–83	26;97(11):3976–83	NUM
biht-230	193	4	.	.	PUNCT
biht-230	193	5	https://doi.org/10.1021/acs	https://doi.org/10.1021/ac	NOUN
biht-230	193	6	.	.	PUNCT
biht-230	194	1	jchemed.0c00904	jchemed.0c00904	PROPN
biht-230	194	2	6	6	NUM
biht-230	194	3	.	.	PUNCT
biht-230	194	4	weaver	weaver	NOUN
biht-230	194	5	aa	aa	PROPN
biht-230	194	6	,	,	PUNCT
biht-230	194	7	reiser	reiser	NOUN
biht-230	194	8	h	h	NOUN
biht-230	194	9	,	,	PUNCT
biht-230	194	10	barstis	barstis	PROPN
biht-230	194	11	t	t	PROPN
biht-230	194	12	,	,	PUNCT
biht-230	194	13	et	et	PROPN
biht-230	194	14	al	al	PROPN
biht-230	194	15	.	.	PROPN
biht-230	194	16	paper	paper	PROPN
biht-230	194	17	analytical	analytical	ADJ
biht-230	194	18	devices	device	NOUN
biht-230	194	19	for	for	ADP
biht-230	194	20	fast	fast	ADJ
biht-230	194	21	field	field	NOUN
biht-230	194	22	screening	screening	NOUN
biht-230	194	23	of	of	ADP
biht-230	194	24	beta	beta	ADJ
biht-230	194	25	lactam	lactam	NOUN
biht-230	194	26	antibiotics	antibiotic	NOUN
biht-230	194	27	and	and	CCONJ
biht-230	194	28	antituberculosis	antituberculosis	NOUN
biht-230	194	29	pharmaceuticals	pharmaceutical	NOUN
biht-230	194	30	.	.	PUNCT
biht-230	195	1	anal	anal	ADJ
biht-230	195	2	chem	chem	NOUN
biht-230	195	3	.	.	PUNCT
biht-230	196	1	2013	2013	NUM
biht-230	196	2	jul	jul	PROPN
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biht-230	196	4	.	.	PUNCT
biht-230	197	1	https://doi.org/10.1021/ac400989p	https://doi.org/10.1021/ac400989p	NOUN
biht-230	197	2	7	7	X
biht-230	197	3	.	.	PUNCT
biht-230	197	4	kochalko	kochalko	PROPN
biht-230	197	5	d	d	PROPN
biht-230	197	6	,	,	PUNCT
biht-230	197	7	morris	morris	PROPN
biht-230	197	8	c	c	PROPN
biht-230	197	9	,	,	PUNCT
biht-230	197	10	rollins	rollins	PROPN
biht-230	197	11	j.	j.	PROPN
biht-230	197	12	applying	apply	VERB
biht-230	197	13	blockchain	blockchain	PROPN
biht-230	197	14	solutions	solution	NOUN
biht-230	197	15	to	to	PART
biht-230	197	16	address	address	VERB
biht-230	197	17	research	research	NOUN
biht-230	197	18	reproducibility	reproducibility	NOUN
biht-230	197	19	and	and	CCONJ
biht-230	197	20	enable	enable	VERB
biht-230	197	21	scientometric	scientometric	ADJ
biht-230	197	22	analysis	analysis	NOUN
biht-230	197	23	.	.	PUNCT
biht-230	198	1	insti	insti	PROPN
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biht-230	198	3	conference	conference	NOUN
biht-230	198	4	proceedings	proceeding	NOUN
biht-230	198	5	.	.	PUNCT
biht-230	199	1	centre	centre	NOUN
biht-230	199	2	for	for	ADP
biht-230	199	3	science	science	NOUN
biht-230	199	4	and	and	CCONJ
biht-230	199	5	technology	technology	NOUN
biht-230	199	6	studies	study	NOUN
biht-230	199	7	(	(	PUNCT
biht-230	199	8	cwts	cwts	PROPN
biht-230	199	9	)	)	PUNCT
biht-230	199	10	;	;	PUNCT
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biht-230	199	12	sep	sep	NOUN
biht-230	199	13	11	11	NUM
biht-230	199	14	,	,	PUNCT
biht-230	199	15	pp	pp	ADJ
biht-230	199	16	.	.	PUNCT
biht-230	200	1	395–403	395–403	NUM
biht-230	200	2	.	.	PUNCT
biht-230	200	3	available	available	ADJ
biht-230	200	4	from	from	ADP
biht-230	200	5	:	:	PUNCT
biht-230	200	6	https://hdl.handle.net/1887/65349	https://hdl.handle.net/1887/65349	PROPN
biht-230	201	1	[	[	X
biht-230	201	2	cited	cite	VERB
biht-230	201	3	22	22	NUM
biht-230	201	4	february	february	NOUN
biht-230	201	5	2022	2022	NUM
biht-230	201	6	]	]	PUNCT
biht-230	201	7	.	.	PUNCT
biht-230	202	1	8	8	X
biht-230	202	2	.	.	PUNCT
biht-230	203	1	heaven	heaven	PROPN
biht-230	203	2	d.	d.	PROPN
biht-230	203	3	bitcoin	bitcoin	PROPN
biht-230	203	4	for	for	ADP
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biht-230	203	8	.	.	PUNCT
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biht-230	204	2	.	.	PUNCT
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biht-230	205	2	feb	feb	PROPN
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biht-230	205	4	.	.	PUNCT
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biht-230	205	6	from	from	ADP
biht-230	205	7	:	:	PUNCT
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biht-230	205	10	/	/	SYM
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biht-230	205	12	-	-	PUNCT
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biht-230	205	14	-	-	PUNCT
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biht-230	205	16	-	-	SYM
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biht-230	205	18	[	[	PUNCT
biht-230	205	19	cited	cite	VERB
biht-230	205	20	22	22	NUM
biht-230	205	21	february	february	NOUN
biht-230	205	22	2022	2022	NUM
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biht-230	205	24	.	.	PUNCT
biht-230	206	1	9	9	X
biht-230	206	2	.	.	X
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biht-230	207	4	.	.	PUNCT
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biht-230	208	4	.	.	PUNCT
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biht-230	209	4	.	.	PUNCT
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biht-230	211	2	.	.	PUNCT
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biht-230	212	3	.	.	PUNCT
biht-230	213	1	https://doi	https://doi	PROPN
biht-230	213	2	.	.	PUNCT
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biht-230	213	6	-	-	PUNCT
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biht-230	213	8	-	-	PUNCT
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biht-230	213	10	-	-	SYM
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biht-230	213	13	.	.	PUNCT
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biht-230	215	10	.	.	PUNCT
biht-230	216	1	blockchain	blockchain	PROPN
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biht-230	216	5	.	.	PUNCT
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biht-230	217	2	.	.	PUNCT
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biht-230	218	3	:	:	PUNCT
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biht-230	218	7	[	[	X
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biht-230	220	15	.	.	PUNCT
biht-230	221	1	healthcare	healthcare	PROPN
biht-230	221	2	.	.	PUNCT
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biht-230	222	2	.	.	PUNCT
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biht-230	223	10	,	,	PUNCT
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biht-230	223	12	-	-	PUNCT
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biht-230	223	25	.	.	PUNCT
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biht-230	224	6	.	.	PUNCT
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biht-230	225	4	.	.	PUNCT
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biht-230	228	2	.	.	PUNCT
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biht-230	229	12	.	.	PUNCT
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biht-230	231	12	.	.	PUNCT
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biht-230	232	10	.	.	PUNCT
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biht-230	233	1	[	[	X
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biht-230	233	7	.	.	PUNCT
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biht-230	234	2	.	.	X
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biht-230	235	3	.	.	PUNCT
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biht-230	236	2	.	.	PUNCT
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biht-230	237	2	.	.	PUNCT
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biht-230	238	5	.	.	PUNCT
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biht-230	239	4	.	.	PUNCT
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biht-230	240	5	of	of	ADP
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biht-230	240	8	.	.	PUNCT
biht-230	241	1	2021	2021	NUM
biht-230	241	2	.	.	PUNCT
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biht-230	243	6	]	]	PUNCT
biht-230	243	7	.	.	PUNCT
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biht-230	244	2	.	.	X
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biht-230	245	2	,	,	PUNCT
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biht-230	245	8	-	-	PUNCT
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biht-230	245	10	-	-	PUNCT
biht-230	245	11	peer	peer	NOUN
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biht-230	245	13	cash	cash	NOUN
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biht-230	245	15	.	.	PUNCT
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biht-230	246	2	;	;	PUNCT
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biht-230	247	3	.	.	PUNCT
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biht-230	247	5	from	from	ADP
biht-230	247	6	:	:	PUNCT
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biht-230	248	1	[	[	X
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biht-230	248	7	.	.	PUNCT
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biht-230	249	2	.	.	PUNCT
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biht-230	250	6	token	token	ADJ
biht-230	250	7	(	(	PUNCT
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biht-230	250	11	on	on	ADP
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biht-230	250	25	,	,	PUNCT
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biht-230	250	28	.	.	PUNCT
biht-230	251	1	available	available	ADJ
biht-230	251	2	at	at	ADP
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biht-230	251	4	:	:	PUNCT
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biht-230	251	7	or	or	CCONJ
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biht-230	251	9	19	19	NUM
biht-230	251	10	.	.	PUNCT
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biht-230	252	7	:	:	PUNCT
biht-230	252	8	the	the	DET
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biht-230	252	12	.	.	PUNCT
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biht-230	253	7	e	e	NOUN
biht-230	253	8	-	-	NOUN
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biht-230	253	10	networking	networking	NOUN
biht-230	253	11	,	,	PUNCT
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biht-230	253	13	and	and	CCONJ
biht-230	253	14	services	service	NOUN
biht-230	253	15	(	(	PUNCT
biht-230	253	16	healthcom	healthcom	PROPN
biht-230	253	17	)	)	PUNCT
biht-230	253	18	;	;	PUNCT
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biht-230	253	20	,	,	PUNCT
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biht-230	253	22	.	.	PUNCT
biht-230	254	1	1–3	1–3	NOUN
biht-230	254	2	.	.	PUNCT
biht-230	255	1	https://doi.org/10.1109/healthcom.2016.7749510	https://doi.org/10.1109/healthcom.2016.7749510	NOUN
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biht-230	257	8	.	.	PUNCT
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biht-230	258	2	.	.	PUNCT
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biht-230	259	2	.	.	PUNCT
biht-230	260	1	https://	https://	PROPN
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biht-230	262	2	.	.	PUNCT
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biht-230	265	1	[	[	X
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biht-230	266	2	.	.	PUNCT
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biht-230	272	4	liu	liu	PROPN
biht-230	272	5	f	f	PROPN
biht-230	272	6	,	,	PUNCT
biht-230	272	7	marcelo	marcelo	PROPN
biht-230	272	8	a	a	PROPN
biht-230	272	9	,	,	PUNCT
biht-230	272	10	fontelo	fontelo	PROPN
biht-230	272	11	p.	p.	PROPN
biht-230	272	12	blockchain	blockchain	PROPN
biht-230	272	13	technology	technology	PROPN
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biht-230	272	16	falsified	falsified	ADJ
biht-230	272	17	and	and	CCONJ
biht-230	272	18	substandard	substandard	ADJ
biht-230	272	19	drugs	drug	NOUN
biht-230	272	20	in	in	ADP
biht-230	272	21	distribution	distribution	NOUN
biht-230	272	22	:	:	PUNCT
biht-230	272	23	pharmaceutical	pharmaceutical	ADJ
biht-230	272	24	supply	supply	NOUN
biht-230	272	25	chain	chain	NOUN
biht-230	272	26	intervention	intervention	NOUN
biht-230	272	27	.	.	PUNCT
biht-230	273	1	jmir	jmir	PROPN
biht-230	273	2	res	re	NOUN
biht-230	273	3	protoc	protoc	VERB
biht-230	273	4	.	.	PUNCT
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biht-230	274	2	.	.	PUNCT
biht-230	275	1	https://doi.org/10.2196/10163	https://doi.org/10.2196/10163	X
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biht-230	275	3	.	.	PUNCT
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biht-230	276	2	k	k	PROPN
biht-230	276	3	,	,	PUNCT
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biht-230	276	6	,	,	PUNCT
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biht-230	276	8	c	c	PROPN
biht-230	276	9	,	,	PUNCT
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biht-230	276	12	.	.	PUNCT
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biht-230	276	14	blockchain	blockchain	PROPN
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biht-230	276	18	supply	supply	NOUN
biht-230	276	19	chain	chain	NOUN
biht-230	276	20	management	management	NOUN
biht-230	276	21	in	in	ADP
biht-230	276	22	healthcare	healthcare	PROPN
biht-230	276	23	:	:	PUNCT
biht-230	276	24	an	an	DET
biht-230	276	25	exploration	exploration	NOUN
biht-230	276	26	of	of	ADP
biht-230	276	27	challenges	challenge	NOUN
biht-230	276	28	and	and	CCONJ
biht-230	276	29	opportunities	opportunity	NOUN
biht-230	276	30	in	in	ADP
biht-230	276	31	the	the	DET
biht-230	276	32	health	health	NOUN
biht-230	276	33	supply	supply	NOUN
biht-230	276	34	chain	chain	NOUN
biht-230	276	35	.	.	PUNCT
biht-230	277	1	blockchain	blockchain	PROPN
biht-230	277	2	healthcare	healthcare	PROPN
biht-230	277	3	today	today	NOUN
biht-230	277	4	.	.	PUNCT
biht-230	278	1	2018;1	2018;1	NUM
biht-230	278	2	.	.	PUNCT
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biht-230	279	2	26	26	NUM
biht-230	279	3	.	.	PUNCT
biht-230	280	1	tseng	tseng	PROPN
biht-230	280	2	jh	jh	PROPN
biht-230	280	3	,	,	PUNCT
biht-230	280	4	liao	liao	PROPN
biht-230	280	5	yc	yc	PROPN
biht-230	280	6	,	,	PUNCT
biht-230	280	7	chong	chong	PROPN
biht-230	280	8	b	b	PROPN
biht-230	280	9	,	,	PUNCT
biht-230	280	10	liao	liao	PROPN
biht-230	280	11	sw	sw	PROPN
biht-230	280	12	.	.	PUNCT
biht-230	281	1	governance	governance	NOUN
biht-230	281	2	on	on	ADP
biht-230	281	3	the	the	DET
biht-230	281	4	drug	drug	NOUN
biht-230	281	5	supply	supply	NOUN
biht-230	281	6	chain	chain	NOUN
biht-230	281	7	via	via	ADP
biht-230	281	8	gcoin	gcoin	PROPN
biht-230	281	9	blockchain	blockchain	PROPN
biht-230	281	10	.	.	PUNCT
biht-230	282	1	int	int	PROPN
biht-230	282	2	j	j	PROPN
biht-230	282	3	environ	environ	PROPN
biht-230	282	4	res	re	VERB
biht-230	282	5	public	public	ADJ
biht-230	282	6	health	health	NOUN
biht-230	282	7	.	.	PUNCT
biht-230	283	1	2018;15(6):1055	2018;15(6):1055	NOUN
biht-230	283	2	.	.	PUNCT
biht-230	284	1	https://doi.org/10.3390/ijerph15061055	https://doi.org/10.3390/ijerph15061055	PROPN
biht-230	284	2	27	27	NUM
biht-230	284	3	.	.	PUNCT
biht-230	285	1	vruddhula	vruddhula	PROPN
biht-230	285	2	s.	s.	PROPN
biht-230	285	3	application	application	PROPN
biht-230	285	4	of	of	ADP
biht-230	285	5	on	on	ADP
biht-230	285	6	-	-	PUNCT
biht-230	285	7	dose	dose	NOUN
biht-230	285	8	identification	identification	NOUN
biht-230	285	9	and	and	CCONJ
biht-230	285	10	blockchain	blockchain	NOUN
biht-230	285	11	to	to	PART
biht-230	285	12	prevent	prevent	VERB
biht-230	285	13	drug	drug	NOUN
biht-230	285	14	counterfeiting	counterfeiting	NOUN
biht-230	285	15	.	.	PUNCT
biht-230	286	1	pathog	pathog	VERB
biht-230	286	2	glob	glob	NOUN
biht-230	286	3	health	health	NOUN
biht-230	286	4	.	.	PUNCT
biht-230	287	1	2018;112(4):161	2018;112(4):161	X
biht-230	287	2	.	.	PUNCT
biht-230	287	3	https://doi.org/10.1080/20477724.2	https://doi.org/10.1080/20477724.2	PROPN
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biht-230	287	5	28	28	NUM
biht-230	287	6	.	.	PUNCT
biht-230	288	1	mackey	mackey	PROPN
biht-230	288	2	tk	tk	PROPN
biht-230	288	3	,	,	PUNCT
biht-230	288	4	nayyar	nayyar	PROPN
biht-230	288	5	g.	g.	PROPN
biht-230	288	6	a	a	DET
biht-230	288	7	review	review	NOUN
biht-230	288	8	of	of	ADP
biht-230	288	9	existing	exist	VERB
biht-230	288	10	and	and	CCONJ
biht-230	288	11	emerging	emerge	VERB
biht-230	288	12	digital	digital	ADJ
biht-230	288	13	technologies	technology	NOUN
biht-230	288	14	to	to	PART
biht-230	288	15	combat	combat	VERB
biht-230	288	16	the	the	DET
biht-230	288	17	global	global	ADJ
biht-230	288	18	trade	trade	NOUN
biht-230	288	19	in	in	ADP
biht-230	288	20	fake	fake	ADJ
biht-230	288	21	medicines	medicine	NOUN
biht-230	288	22	.	.	PUNCT
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biht-230	292	7	https://www.healthit.gov/sites/default/files/8-31-blockchain-ibm_ideation-challenge_aug8.pdf	https://www.healthit.gov/sites/default/files/8-31-blockchain-ibm_ideation-challenge_aug8.pdf	X
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biht-230	292	30	:	:	PUNCT
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biht-230	293	8	:	:	SYM
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biht-230	295	2	.	.	PUNCT
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biht-230	296	65	is	be	AUX
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biht-230	297	4	.	.	PUNCT
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biht-230	299	1	http://creativecommons.org/licenses/by-nc/4.0	http://creativecommons.org/licenses/by-nc/4.0	X
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