id	sid	tid	token	lemma	pos
ajlm-1092	1	1	abstract	abstract	ADJ
ajlm-1092	1	2	introduction	introduction	NOUN
ajlm-1092	1	3	the	the	DET
ajlm-1092	1	4	tuberculosis	tuberculosis	NOUN
ajlm-1092	1	5	data	datum	NOUN
ajlm-1092	1	6	fellowship	fellowship	NOUN
ajlm-1092	1	7	programme	programme	NOUN
ajlm-1092	1	8	training	training	NOUN
ajlm-1092	1	9	structure	structure	NOUN
ajlm-1092	1	10	focus	focus	NOUN
ajlm-1092	1	11	areas	area	NOUN
ajlm-1092	1	12	of	of	ADP
ajlm-1092	1	13	the	the	DET
ajlm-1092	1	14	training	training	NOUN
ajlm-1092	1	15	key	key	ADJ
ajlm-1092	1	16	insights	insight	NOUN
ajlm-1092	1	17	from	from	ADP
ajlm-1092	1	18	the	the	DET
ajlm-1092	1	19	programme	programme	NOUN
ajlm-1092	1	20	discussion	discussion	NOUN
ajlm-1092	1	21	acknowledgements	acknowledgement	NOUN
ajlm-1092	1	22	references	reference	NOUN
ajlm-1092	1	23	about	about	ADP
ajlm-1092	1	24	the	the	DET
ajlm-1092	1	25	author(s	author(s	PROPN
ajlm-1092	1	26	)	)	PUNCT
ajlm-1092	1	27	natasha	natasha	PROPN
ajlm-1092	1	28	gous	gous	ADJ
ajlm-1092	1	29	global	global	ADJ
ajlm-1092	1	30	health	health	NOUN
ajlm-1092	1	31	,	,	PUNCT
ajlm-1092	1	32	systemone	systemone	NOUN
ajlm-1092	1	33	,	,	PUNCT
ajlm-1092	1	34	llc	llc	PROPN
ajlm-1092	1	35	,	,	PUNCT
ajlm-1092	1	36	johannesburg	johannesburg	PROPN
ajlm-1092	1	37	,	,	PUNCT
ajlm-1092	1	38	south	south	PROPN
ajlm-1092	1	39	africa	africa	PROPN
ajlm-1092	1	40	alaine	alaine	PROPN
ajlm-1092	1	41	u.	u.	PROPN
ajlm-1092	1	42	nyaruhirira	nyaruhirira	PROPN
ajlm-1092	1	43	management	management	PROPN
ajlm-1092	1	44	sciences	sciences	PROPN
ajlm-1092	1	45	for	for	ADP
ajlm-1092	1	46	health	health	NOUN
ajlm-1092	1	47	,	,	PUNCT
ajlm-1092	1	48	pretoria	pretoria	PROPN
ajlm-1092	1	49	,	,	PUNCT
ajlm-1092	1	50	south	south	PROPN
ajlm-1092	1	51	africa	africa	PROPN
ajlm-1092	1	52	bradford	bradford	PROPN
ajlm-1092	1	53	cunningham	cunningham	PROPN
ajlm-1092	1	54	strategic	strategic	ADJ
ajlm-1092	1	55	initiatives	initiative	NOUN
ajlm-1092	1	56	,	,	PUNCT
ajlm-1092	1	57	systemone	systemone	NOUN
ajlm-1092	1	58	,	,	PUNCT
ajlm-1092	1	59	llc	llc	PROPN
ajlm-1092	1	60	,	,	PUNCT
ajlm-1092	1	61	johannesburg	johannesburg	PROPN
ajlm-1092	1	62	,	,	PUNCT
ajlm-1092	1	63	south	south	PROPN
ajlm-1092	1	64	africa	africa	PROPN
ajlm-1092	1	65	chris	chris	PROPN
ajlm-1092	1	66	macek	macek	PROPN
ajlm-1092	1	67	business	business	PROPN
ajlm-1092	1	68	development	development	PROPN
ajlm-1092	1	69	,	,	PUNCT
ajlm-1092	1	70	systemone	systemone	NOUN
ajlm-1092	1	71	,	,	PUNCT
ajlm-1092	1	72	llc	llc	PROPN
ajlm-1092	1	73	,	,	PUNCT
ajlm-1092	1	74	northampton	northampton	PROPN
ajlm-1092	1	75	,	,	PUNCT
ajlm-1092	1	76	massachusetts	massachusetts	PROPN
ajlm-1092	1	77	,	,	PUNCT
ajlm-1092	1	78	united	united	PROPN
ajlm-1092	1	79	states	states	PROPN
ajlm-1092	1	80	citation	citation	PROPN
ajlm-1092	1	81	gous	gous	ADJ
ajlm-1092	1	82	n	n	CCONJ
ajlm-1092	1	83	,	,	PUNCT
ajlm-1092	1	84	nyaruhirira	nyaruhirira	PROPN
ajlm-1092	1	85	au	au	PROPN
ajlm-1092	1	86	,	,	PUNCT
ajlm-1092	1	87	cunningham	cunningham	PROPN
ajlm-1092	1	88	b	b	PROPN
ajlm-1092	1	89	,	,	PUNCT
ajlm-1092	1	90	macek	macek	PROPN
ajlm-1092	1	91	c.	c.	PROPN
ajlm-1092	1	92	driving	drive	VERB
ajlm-1092	1	93	the	the	DET
ajlm-1092	1	94	usage	usage	NOUN
ajlm-1092	1	95	of	of	ADP
ajlm-1092	1	96	tuberculosis	tuberculosis	NOUN
ajlm-1092	1	97	diagnostic	diagnostic	ADJ
ajlm-1092	1	98	data	datum	NOUN
ajlm-1092	1	99	through	through	ADP
ajlm-1092	1	100	capacity	capacity	NOUN
ajlm-1092	1	101	building	building	NOUN
ajlm-1092	1	102	in	in	ADP
ajlm-1092	1	103	lowand	lowand	ADJ
ajlm-1092	1	104	middle	middle	ADJ
ajlm-1092	1	105	-	-	PUNCT
ajlm-1092	1	106	income	income	NOUN
ajlm-1092	1	107	countries	country	NOUN
ajlm-1092	1	108	.	.	PUNCT
ajlm-1092	2	1	afr	afr	PROPN
ajlm-1092	2	2	j	j	PROPN
ajlm-1092	2	3	lab	lab	PROPN
ajlm-1092	2	4	med	med	PROPN
ajlm-1092	2	5	.	.	PUNCT
ajlm-1092	3	1	2020;9(2	2020;9(2	NUM
ajlm-1092	3	2	)	)	PUNCT
ajlm-1092	3	3	,	,	PUNCT
ajlm-1092	3	4	a1092	a1092	PROPN
ajlm-1092	3	5	.	.	PUNCT
ajlm-1092	4	1	https://doi.org/10.4102/ajlm.v9i2.1092	https://doi.org/10.4102/ajlm.v9i2.1092	PROPN
ajlm-1092	4	2	lessons	lesson	NOUN
ajlm-1092	4	3	from	from	ADP
ajlm-1092	4	4	the	the	DET
ajlm-1092	4	5	field	field	NOUN
ajlm-1092	4	6	driving	drive	VERB
ajlm-1092	4	7	the	the	DET
ajlm-1092	4	8	usage	usage	NOUN
ajlm-1092	4	9	of	of	ADP
ajlm-1092	4	10	tuberculosis	tuberculosis	NOUN
ajlm-1092	4	11	diagnostic	diagnostic	ADJ
ajlm-1092	4	12	data	datum	NOUN
ajlm-1092	4	13	through	through	ADP
ajlm-1092	4	14	capacity	capacity	NOUN
ajlm-1092	4	15	building	building	NOUN
ajlm-1092	4	16	in	in	ADP
ajlm-1092	4	17	lowand	lowand	ADJ
ajlm-1092	4	18	middle	middle	ADJ
ajlm-1092	4	19	-	-	PUNCT
ajlm-1092	4	20	income	income	NOUN
ajlm-1092	4	21	countries	country	NOUN
ajlm-1092	4	22	natasha	natasha	PROPN
ajlm-1092	4	23	gous	gous	PROPN
ajlm-1092	4	24	,	,	PUNCT
ajlm-1092	4	25	alaine	alaine	NOUN
ajlm-1092	4	26	u.	u.	PROPN
ajlm-1092	4	27	nyaruhirira	nyaruhirira	PROPN
ajlm-1092	4	28	,	,	PUNCT
ajlm-1092	4	29	bradford	bradford	PROPN
ajlm-1092	4	30	cunningham	cunningham	PROPN
ajlm-1092	4	31	,	,	PUNCT
ajlm-1092	4	32	chris	chris	PROPN
ajlm-1092	4	33	macek	macek	PROPN
ajlm-1092	4	34	received	receive	VERB
ajlm-1092	4	35	:	:	PUNCT
ajlm-1092	4	36	04	04	NUM
ajlm-1092	4	37	sept	sept	PROPN
ajlm-1092	4	38	.	.	PROPN
ajlm-1092	4	39	2019	2019	NUM
ajlm-1092	4	40	;	;	PUNCT
ajlm-1092	4	41	accepted	accept	VERB
ajlm-1092	4	42	:	:	PUNCT
ajlm-1092	4	43	12	12	NUM
ajlm-1092	4	44	aug	aug	NOUN
ajlm-1092	4	45	.	.	PROPN
ajlm-1092	4	46	2020	2020	NUM
ajlm-1092	4	47	;	;	PUNCT
ajlm-1092	4	48	published	publish	VERB
ajlm-1092	4	49	:	:	PUNCT
ajlm-1092	4	50	18	18	NUM
ajlm-1092	4	51	nov	nov	PROPN
ajlm-1092	4	52	.	.	PROPN
ajlm-1092	4	53	2020	2020	NUM
ajlm-1092	5	1	copyright	copyright	NOUN
ajlm-1092	5	2	:	:	PUNCT
ajlm-1092	5	3	©	©	PROPN
ajlm-1092	5	4	2020	2020	NUM
ajlm-1092	5	5	.	.	PUNCT
ajlm-1092	6	1	the	the	DET
ajlm-1092	6	2	author(s	author(s	PROPN
ajlm-1092	6	3	)	)	PUNCT
ajlm-1092	6	4	.	.	PUNCT
ajlm-1092	7	1	licensee	licensee	NOUN
ajlm-1092	7	2	:	:	PUNCT
ajlm-1092	7	3	aosis	aosis	NOUN
ajlm-1092	7	4	.	.	PUNCT
ajlm-1092	8	1	this	this	PRON
ajlm-1092	8	2	is	be	AUX
ajlm-1092	8	3	an	an	DET
ajlm-1092	8	4	open	open	ADJ
ajlm-1092	8	5	access	access	NOUN
ajlm-1092	8	6	article	article	NOUN
ajlm-1092	8	7	distributed	distribute	VERB
ajlm-1092	8	8	under	under	ADP
ajlm-1092	8	9	the	the	DET
ajlm-1092	8	10	terms	term	NOUN
ajlm-1092	8	11	of	of	ADP
ajlm-1092	8	12	the	the	DET
ajlm-1092	8	13	creative	creative	ADJ
ajlm-1092	8	14	commons	common	NOUN
ajlm-1092	8	15	attribution	attribution	NOUN
ajlm-1092	8	16	license	license	NOUN
ajlm-1092	8	17	,	,	PUNCT
ajlm-1092	8	18	which	which	PRON
ajlm-1092	8	19	permits	permit	VERB
ajlm-1092	8	20	unrestricted	unrestricted	ADJ
ajlm-1092	8	21	use	use	NOUN
ajlm-1092	8	22	,	,	PUNCT
ajlm-1092	8	23	distribution	distribution	NOUN
ajlm-1092	8	24	,	,	PUNCT
ajlm-1092	8	25	and	and	CCONJ
ajlm-1092	8	26	reproduction	reproduction	NOUN
ajlm-1092	8	27	in	in	ADP
ajlm-1092	8	28	any	any	DET
ajlm-1092	8	29	medium	medium	NOUN
ajlm-1092	8	30	,	,	PUNCT
ajlm-1092	8	31	provided	provide	VERB
ajlm-1092	8	32	the	the	DET
ajlm-1092	8	33	original	original	ADJ
ajlm-1092	8	34	work	work	NOUN
ajlm-1092	8	35	is	be	AUX
ajlm-1092	8	36	properly	properly	ADV
ajlm-1092	8	37	cited	cite	VERB
ajlm-1092	8	38	.	.	PUNCT
ajlm-1092	9	1	abstract	abstract	ADJ
ajlm-1092	9	2	background	background	NOUN
ajlm-1092	9	3	:	:	PUNCT
ajlm-1092	9	4	connectivity	connectivity	NOUN
ajlm-1092	9	5	platforms	platform	NOUN
ajlm-1092	9	6	collect	collect	VERB
ajlm-1092	9	7	a	a	DET
ajlm-1092	9	8	wealth	wealth	NOUN
ajlm-1092	9	9	of	of	ADP
ajlm-1092	9	10	data	datum	NOUN
ajlm-1092	9	11	from	from	ADP
ajlm-1092	9	12	connected	connect	VERB
ajlm-1092	9	13	genexpert	genexpert	ADJ
ajlm-1092	9	14	instruments	instrument	NOUN
ajlm-1092	9	15	,	,	PUNCT
ajlm-1092	9	16	with	with	ADP
ajlm-1092	9	17	the	the	DET
ajlm-1092	9	18	potential	potential	NOUN
ajlm-1092	9	19	to	to	PART
ajlm-1092	9	20	provide	provide	VERB
ajlm-1092	9	21	valuable	valuable	ADJ
ajlm-1092	9	22	insights	insight	NOUN
ajlm-1092	9	23	into	into	ADP
ajlm-1092	9	24	the	the	DET
ajlm-1092	9	25	burden	burden	NOUN
ajlm-1092	9	26	of	of	ADP
ajlm-1092	9	27	disease	disease	NOUN
ajlm-1092	9	28	and	and	CCONJ
ajlm-1092	9	29	effectiveness	effectiveness	NOUN
ajlm-1092	9	30	of	of	ADP
ajlm-1092	9	31	tuberculosis	tuberculosis	NOUN
ajlm-1092	9	32	programmes	programme	NOUN
ajlm-1092	9	33	.	.	PUNCT
ajlm-1092	10	1	the	the	DET
ajlm-1092	10	2	challenge	challenge	NOUN
ajlm-1092	10	3	faced	face	VERB
ajlm-1092	10	4	by	by	ADP
ajlm-1092	10	5	many	many	ADJ
ajlm-1092	10	6	countries	country	NOUN
ajlm-1092	10	7	is	be	AUX
ajlm-1092	10	8	a	a	DET
ajlm-1092	10	9	lack	lack	NOUN
ajlm-1092	10	10	of	of	ADP
ajlm-1092	10	11	training	training	NOUN
ajlm-1092	10	12	,	,	PUNCT
ajlm-1092	10	13	analytical	analytical	ADJ
ajlm-1092	10	14	skills	skill	NOUN
ajlm-1092	10	15	,	,	PUNCT
ajlm-1092	10	16	and	and	CCONJ
ajlm-1092	10	17	resources	resource	NOUN
ajlm-1092	10	18	required	require	VERB
ajlm-1092	10	19	to	to	PART
ajlm-1092	10	20	understand	understand	VERB
ajlm-1092	10	21	and	and	CCONJ
ajlm-1092	10	22	translate	translate	VERB
ajlm-1092	10	23	this	this	DET
ajlm-1092	10	24	data	datum	NOUN
ajlm-1092	10	25	into	into	ADP
ajlm-1092	10	26	patient	patient	ADJ
ajlm-1092	10	27	management	management	NOUN
ajlm-1092	10	28	and	and	CCONJ
ajlm-1092	10	29	programme	programme	NOUN
ajlm-1092	10	30	improvement	improvement	NOUN
ajlm-1092	10	31	.	.	PUNCT
ajlm-1092	11	1	objective	objective	NOUN
ajlm-1092	11	2	:	:	PUNCT
ajlm-1092	11	3	we	we	PRON
ajlm-1092	11	4	describe	describe	VERB
ajlm-1092	11	5	a	a	DET
ajlm-1092	11	6	novel	novel	ADJ
ajlm-1092	11	7	training	training	NOUN
ajlm-1092	11	8	programme	programme	NOUN
ajlm-1092	11	9	,	,	PUNCT
ajlm-1092	11	10	the	the	DET
ajlm-1092	11	11	tuberculosis	tuberculosis	NOUN
ajlm-1092	11	12	data	datum	NOUN
ajlm-1092	11	13	fellowship	fellowship	NOUN
ajlm-1092	11	14	,	,	PUNCT
ajlm-1092	11	15	designed	design	VERB
ajlm-1092	11	16	to	to	PART
ajlm-1092	11	17	build	build	VERB
ajlm-1092	11	18	capacity	capacity	NOUN
ajlm-1092	11	19	in	in	ADP
ajlm-1092	11	20	lowand	lowand	ADJ
ajlm-1092	11	21	middleincome	middleincome	PROPN
ajlm-1092	11	22	countries	country	NOUN
ajlm-1092	11	23	for	for	ADP
ajlm-1092	11	24	tuberculosis	tuberculosis	NOUN
ajlm-1092	11	25	data	datum	NOUN
ajlm-1092	11	26	analytics	analytic	NOUN
ajlm-1092	11	27	.	.	PUNCT
ajlm-1092	12	1	methods	method	NOUN
ajlm-1092	12	2	:	:	PUNCT
ajlm-1092	12	3	the	the	DET
ajlm-1092	12	4	programme	programme	NOUN
ajlm-1092	12	5	consisted	consist	VERB
ajlm-1092	12	6	of	of	ADP
ajlm-1092	12	7	classroom	classroom	NOUN
ajlm-1092	12	8	and	and	CCONJ
ajlm-1092	12	9	remote	remote	ADJ
ajlm-1092	12	10	training	training	NOUN
ajlm-1092	12	11	plus	plus	CCONJ
ajlm-1092	12	12	mentorship	mentorship	NOUN
ajlm-1092	12	13	over	over	ADP
ajlm-1092	12	14	a	a	DET
ajlm-1092	12	15	12	12	NUM
ajlm-1092	12	16	-	-	PUNCT
ajlm-1092	12	17	month	month	NOUN
ajlm-1092	12	18	period	period	NOUN
ajlm-1092	12	19	.	.	PUNCT
ajlm-1092	13	1	the	the	DET
ajlm-1092	13	2	focus	focus	NOUN
ajlm-1092	13	3	was	be	AUX
ajlm-1092	13	4	on	on	ADP
ajlm-1092	13	5	skills	skill	NOUN
ajlm-1092	13	6	development	development	NOUN
ajlm-1092	13	7	in	in	ADP
ajlm-1092	13	8	tableau	tableau	PROPN
ajlm-1092	13	9	software	software	PROPN
ajlm-1092	13	10	,	,	PUNCT
ajlm-1092	13	11	followed	follow	VERB
ajlm-1092	13	12	by	by	ADP
ajlm-1092	13	13	training	training	NOUN
ajlm-1092	13	14	in	in	ADP
ajlm-1092	13	15	exploration	exploration	NOUN
ajlm-1092	13	16	,	,	PUNCT
ajlm-1092	13	17	analysis	analysis	NOUN
ajlm-1092	13	18	,	,	PUNCT
ajlm-1092	13	19	and	and	CCONJ
ajlm-1092	13	20	interpretation	interpretation	NOUN
ajlm-1092	13	21	of	of	ADP
ajlm-1092	13	22	genexpert	genexpert	ADJ
ajlm-1092	13	23	tuberculosis	tuberculosis	NOUN
ajlm-1092	13	24	data	datum	NOUN
ajlm-1092	13	25	across	across	ADP
ajlm-1092	13	26	five	five	NUM
ajlm-1092	13	27	key	key	ADJ
ajlm-1092	13	28	programme	programme	NOUN
ajlm-1092	13	29	areas	area	NOUN
ajlm-1092	13	30	:	:	PUNCT
ajlm-1092	13	31	patient	patient	ADJ
ajlm-1092	13	32	services	service	NOUN
ajlm-1092	13	33	,	,	PUNCT
ajlm-1092	13	34	programme	programme	NOUN
ajlm-1092	13	35	monitoring	monitoring	NOUN
ajlm-1092	13	36	,	,	PUNCT
ajlm-1092	13	37	quality	quality	NOUN
ajlm-1092	13	38	of	of	ADP
ajlm-1092	13	39	testing	testing	NOUN
ajlm-1092	13	40	,	,	PUNCT
ajlm-1092	13	41	inventory	inventory	NOUN
ajlm-1092	13	42	management	management	NOUN
ajlm-1092	13	43	,	,	PUNCT
ajlm-1092	13	44	and	and	CCONJ
ajlm-1092	13	45	disease	disease	NOUN
ajlm-1092	13	46	burden	burden	NOUN
ajlm-1092	13	47	.	.	PUNCT
ajlm-1092	14	1	results	result	NOUN
ajlm-1092	14	2	:	:	PUNCT
ajlm-1092	14	3	the	the	DET
ajlm-1092	14	4	programme	programme	NOUN
ajlm-1092	14	5	was	be	AUX
ajlm-1092	14	6	piloted	pilot	VERB
ajlm-1092	14	7	in	in	ADP
ajlm-1092	14	8	six	six	NUM
ajlm-1092	14	9	countries	country	NOUN
ajlm-1092	14	10	(	(	PUNCT
ajlm-1092	14	11	bangladesh	bangladesh	PROPN
ajlm-1092	14	12	,	,	PUNCT
ajlm-1092	14	13	ethiopia	ethiopia	PROPN
ajlm-1092	14	14	,	,	PUNCT
ajlm-1092	14	15	ghana	ghana	PROPN
ajlm-1092	14	16	,	,	PUNCT
ajlm-1092	14	17	malawi	malawi	PROPN
ajlm-1092	14	18	,	,	PUNCT
ajlm-1092	14	19	mozambique	mozambique	PROPN
ajlm-1092	14	20	)	)	PUNCT
ajlm-1092	14	21	in	in	ADP
ajlm-1092	14	22	july	july	PROPN
ajlm-1092	14	23	2018	2018	NUM
ajlm-1092	14	24	and	and	CCONJ
ajlm-1092	14	25	nigeria	nigeria	PROPN
ajlm-1092	14	26	in	in	ADP
ajlm-1092	14	27	september	september	PROPN
ajlm-1092	14	28	2018	2018	NUM
ajlm-1092	14	29	;	;	PUNCT
ajlm-1092	14	30	20	20	NUM
ajlm-1092	14	31	participants	participant	NOUN
ajlm-1092	14	32	completed	complete	VERB
ajlm-1092	14	33	the	the	DET
ajlm-1092	14	34	training	training	NOUN
ajlm-1092	14	35	.	.	PUNCT
ajlm-1092	15	1	a	a	DET
ajlm-1092	15	2	number	number	NOUN
ajlm-1092	15	3	of	of	ADP
ajlm-1092	15	4	key	key	ADJ
ajlm-1092	15	5	outputs	output	NOUN
ajlm-1092	15	6	have	have	AUX
ajlm-1092	15	7	been	be	AUX
ajlm-1092	15	8	achieved	achieve	VERB
ajlm-1092	15	9	,	,	PUNCT
ajlm-1092	15	10	such	such	ADJ
ajlm-1092	15	11	as	as	ADP
ajlm-1092	15	12	improved	improved	ADJ
ajlm-1092	15	13	instrument	instrument	NOUN
ajlm-1092	15	14	utilisation	utilisation	NOUN
ajlm-1092	15	15	rates	rate	NOUN
ajlm-1092	15	16	,	,	PUNCT
ajlm-1092	15	17	decreased	decrease	VERB
ajlm-1092	15	18	error	error	NOUN
ajlm-1092	15	19	rates	rate	NOUN
ajlm-1092	15	20	,	,	PUNCT
ajlm-1092	15	21	and	and	CCONJ
ajlm-1092	15	22	improved	improved	ADJ
ajlm-1092	15	23	instrument	instrument	NOUN
ajlm-1092	15	24	management	management	NOUN
ajlm-1092	15	25	.	.	PUNCT
ajlm-1092	16	1	conclusion	conclusion	NOUN
ajlm-1092	16	2	:	:	PUNCT
ajlm-1092	16	3	the	the	DET
ajlm-1092	16	4	training	training	NOUN
ajlm-1092	16	5	programme	programme	NOUN
ajlm-1092	16	6	empowers	empower	VERB
ajlm-1092	16	7	local	local	ADJ
ajlm-1092	16	8	tuberculosis	tuberculosis	NOUN
ajlm-1092	16	9	programme	programme	NOUN
ajlm-1092	16	10	staff	staff	NOUN
ajlm-1092	16	11	to	to	PART
ajlm-1092	16	12	discover	discover	VERB
ajlm-1092	16	13	and	and	CCONJ
ajlm-1092	16	14	fix	fix	VERB
ajlm-1092	16	15	critical	critical	ADJ
ajlm-1092	16	16	inefficiencies	inefficiency	NOUN
ajlm-1092	16	17	,	,	PUNCT
ajlm-1092	16	18	provides	provide	VERB
ajlm-1092	16	19	high	high	ADJ
ajlm-1092	16	20	-	-	PUNCT
ajlm-1092	16	21	level	level	NOUN
ajlm-1092	16	22	technical	technical	ADJ
ajlm-1092	16	23	and	and	CCONJ
ajlm-1092	16	24	operational	operational	ADJ
ajlm-1092	16	25	support	support	NOUN
ajlm-1092	16	26	to	to	ADP
ajlm-1092	16	27	the	the	DET
ajlm-1092	16	28	tuberculosis	tuberculosis	NOUN
ajlm-1092	16	29	programme	programme	NOUN
ajlm-1092	16	30	,	,	PUNCT
ajlm-1092	16	31	and	and	CCONJ
ajlm-1092	16	32	provides	provide	VERB
ajlm-1092	16	33	a	a	DET
ajlm-1092	16	34	platform	platform	NOUN
ajlm-1092	16	35	for	for	ADP
ajlm-1092	16	36	continued	continue	VERB
ajlm-1092	16	37	sharing	sharing	NOUN
ajlm-1092	16	38	of	of	ADP
ajlm-1092	16	39	insights	insight	NOUN
ajlm-1092	16	40	and	and	CCONJ
ajlm-1092	16	41	best	good	ADJ
ajlm-1092	16	42	practices	practice	NOUN
ajlm-1092	16	43	between	between	ADP
ajlm-1092	16	44	countries	country	NOUN
ajlm-1092	16	45	.	.	PUNCT
ajlm-1092	17	1	it	it	PRON
ajlm-1092	17	2	supports	support	VERB
ajlm-1092	17	3	the	the	DET
ajlm-1092	17	4	notion	notion	NOUN
ajlm-1092	17	5	that	that	SCONJ
ajlm-1092	17	6	connectivity	connectivity	NOUN
ajlm-1092	17	7	can	can	AUX
ajlm-1092	17	8	increase	increase	VERB
ajlm-1092	17	9	efficiencies	efficiency	NOUN
ajlm-1092	17	10	and	and	CCONJ
ajlm-1092	17	11	clinical	clinical	ADJ
ajlm-1092	17	12	benefits	benefit	NOUN
ajlm-1092	17	13	with	with	ADP
ajlm-1092	17	14	better	well	ADJ
ajlm-1092	17	15	data	datum	NOUN
ajlm-1092	17	16	for	for	ADP
ajlm-1092	17	17	decision	decision	NOUN
ajlm-1092	17	18	making	making	NOUN
ajlm-1092	17	19	,	,	PUNCT
ajlm-1092	17	20	if	if	SCONJ
ajlm-1092	17	21	coupled	couple	VERB
ajlm-1092	17	22	with	with	ADP
ajlm-1092	17	23	commensurate	commensurate	ADJ
ajlm-1092	17	24	capacity	capacity	NOUN
ajlm-1092	17	25	building	building	NOUN
ajlm-1092	17	26	in	in	ADP
ajlm-1092	17	27	data	data	NOUN
ajlm-1092	17	28	analysis	analysis	NOUN
ajlm-1092	17	29	and	and	CCONJ
ajlm-1092	17	30	interpretation	interpretation	NOUN
ajlm-1092	17	31	.	.	PUNCT
ajlm-1092	18	1	keywords	keyword	NOUN
ajlm-1092	18	2	:	:	PUNCT
ajlm-1092	18	3	tuberculosis	tuberculosis	NOUN
ajlm-1092	18	4	;	;	PUNCT
ajlm-1092	18	5	genexpert	genexpert	ADJ
ajlm-1092	18	6	;	;	PUNCT
ajlm-1092	18	7	diagnostic	diagnostic	ADJ
ajlm-1092	18	8	data	datum	NOUN
ajlm-1092	18	9	;	;	PUNCT
ajlm-1092	18	10	monitoring	monitoring	NOUN
ajlm-1092	18	11	and	and	CCONJ
ajlm-1092	18	12	evaluation	evaluation	NOUN
ajlm-1092	18	13	;	;	PUNCT
ajlm-1092	18	14	data	datum	NOUN
ajlm-1092	18	15	analysis	analysis	NOUN
ajlm-1092	18	16	;	;	PUNCT
ajlm-1092	18	17	programmatic	programmatic	ADJ
ajlm-1092	18	18	.	.	PUNCT
ajlm-1092	19	1	introduction	introduction	NOUN
ajlm-1092	19	2	tuberculosis	tuberculosis	NOUN
ajlm-1092	19	3	has	have	AUX
ajlm-1092	19	4	been	be	AUX
ajlm-1092	19	5	declared	declare	VERB
ajlm-1092	19	6	a	a	DET
ajlm-1092	19	7	global	global	ADJ
ajlm-1092	19	8	public	public	ADJ
ajlm-1092	19	9	health	health	NOUN
ajlm-1092	19	10	emergency	emergency	NOUN
ajlm-1092	19	11	.	.	PUNCT
ajlm-1092	20	1	an	an	DET
ajlm-1092	20	2	estimated	estimate	VERB
ajlm-1092	20	3	one	one	NUM
ajlm-1092	20	4	-	-	PUNCT
ajlm-1092	20	5	third	third	NOUN
ajlm-1092	20	6	of	of	ADP
ajlm-1092	20	7	the	the	DET
ajlm-1092	20	8	world	world	NOUN
ajlm-1092	20	9	’s	’s	PART
ajlm-1092	20	10	population	population	NOUN
ajlm-1092	20	11	is	be	AUX
ajlm-1092	20	12	infected	infect	VERB
ajlm-1092	20	13	with	with	ADP
ajlm-1092	20	14	tuberculosis	tuberculosis	NOUN
ajlm-1092	20	15	;	;	PUNCT
ajlm-1092	20	16	10	10	NUM
ajlm-1092	20	17	million	million	NUM
ajlm-1092	20	18	people	people	NOUN
ajlm-1092	20	19	developed	develop	VERB
ajlm-1092	20	20	tuberculosis	tuberculosis	NOUN
ajlm-1092	20	21	disease	disease	NOUN
ajlm-1092	20	22	in	in	ADP
ajlm-1092	20	23	2017	2017	NUM
ajlm-1092	20	24	alone,1	alone,1	NOUN
ajlm-1092	20	25	a	a	DET
ajlm-1092	20	26	number	number	NOUN
ajlm-1092	20	27	that	that	PRON
ajlm-1092	20	28	may	may	AUX
ajlm-1092	20	29	be	be	AUX
ajlm-1092	20	30	underestimated	underestimate	VERB
ajlm-1092	20	31	due	due	ADJ
ajlm-1092	20	32	to	to	ADP
ajlm-1092	20	33	under	under	ADP
ajlm-1092	20	34	-	-	PUNCT
ajlm-1092	20	35	reporting	reporting	NOUN
ajlm-1092	20	36	and	and	CCONJ
ajlm-1092	20	37	lack	lack	NOUN
ajlm-1092	20	38	of	of	ADP
ajlm-1092	20	39	reliable	reliable	ADJ
ajlm-1092	20	40	data	datum	NOUN
ajlm-1092	20	41	.	.	PUNCT
ajlm-1092	21	1	the	the	DET
ajlm-1092	21	2	widespread	widespread	ADJ
ajlm-1092	21	3	implementation	implementation	NOUN
ajlm-1092	21	4	of	of	ADP
ajlm-1092	21	5	the	the	DET
ajlm-1092	21	6	xpert	xpert	PROPN
ajlm-1092	21	7	®	®	PROPN
ajlm-1092	21	8	mtb	mtb	PROPN
ajlm-1092	21	9	/	/	SYM
ajlm-1092	21	10	rif	rif	PROPN
ajlm-1092	21	11	assay	assay	PROPN
ajlm-1092	21	12	(	(	PUNCT
ajlm-1092	21	13	cepheid	cepheid	PROPN
ajlm-1092	21	14	,	,	PUNCT
ajlm-1092	21	15	sunnyvale	sunnyvale	PROPN
ajlm-1092	21	16	,	,	PUNCT
ajlm-1092	21	17	california	california	PROPN
ajlm-1092	21	18	,	,	PUNCT
ajlm-1092	21	19	united	united	PROPN
ajlm-1092	21	20	states	states	PROPN
ajlm-1092	21	21	)	)	PUNCT
ajlm-1092	21	22	for	for	ADP
ajlm-1092	21	23	detection	detection	NOUN
ajlm-1092	21	24	of	of	ADP
ajlm-1092	21	25	mycobacterium	mycobacterium	NOUN
ajlm-1092	21	26	tuberculosis	tuberculosis	NOUN
ajlm-1092	21	27	and	and	CCONJ
ajlm-1092	21	28	rifampicin	rifampicin	VERB
ajlm-1092	21	29	resistance	resistance	NOUN
ajlm-1092	21	30	as	as	ADP
ajlm-1092	21	31	a	a	DET
ajlm-1092	21	32	first	first	ADJ
ajlm-1092	21	33	-	-	PUNCT
ajlm-1092	21	34	line	line	NOUN
ajlm-1092	21	35	tuberculosis	tuberculosis	NOUN
ajlm-1092	21	36	diagnostic	diagnostic	ADJ
ajlm-1092	21	37	,	,	PUNCT
ajlm-1092	21	38	has	have	AUX
ajlm-1092	21	39	been	be	AUX
ajlm-1092	21	40	hailed	hail	VERB
ajlm-1092	21	41	as	as	ADP
ajlm-1092	21	42	the	the	DET
ajlm-1092	21	43	most	most	ADV
ajlm-1092	21	44	significant	significant	ADJ
ajlm-1092	21	45	advancement	advancement	NOUN
ajlm-1092	21	46	in	in	ADP
ajlm-1092	21	47	decades	decade	NOUN
ajlm-1092	21	48	,	,	PUNCT
ajlm-1092	21	49	becoming	become	VERB
ajlm-1092	21	50	the	the	DET
ajlm-1092	21	51	first	first	ADJ
ajlm-1092	21	52	molecular	molecular	ADJ
ajlm-1092	21	53	assay	assay	NOUN
ajlm-1092	21	54	to	to	PART
ajlm-1092	21	55	provide	provide	VERB
ajlm-1092	21	56	a	a	DET
ajlm-1092	21	57	tuberculosis	tuberculosis	NOUN
ajlm-1092	21	58	and	and	CCONJ
ajlm-1092	21	59	first	first	ADJ
ajlm-1092	21	60	-	-	PUNCT
ajlm-1092	21	61	line	line	NOUN
ajlm-1092	21	62	drug	drug	NOUN
ajlm-1092	21	63	resistance	resistance	NOUN
ajlm-1092	21	64	diagnosis	diagnosis	NOUN
ajlm-1092	21	65	in	in	ADP
ajlm-1092	21	66	just	just	ADV
ajlm-1092	21	67	2	2	NUM
ajlm-1092	21	68	hours	hour	NOUN
ajlm-1092	21	69	.	.	PUNCT
ajlm-1092	22	1	following	follow	VERB
ajlm-1092	22	2	widespread	widespread	ADJ
ajlm-1092	22	3	adoption	adoption	NOUN
ajlm-1092	22	4	of	of	ADP
ajlm-1092	22	5	this	this	DET
ajlm-1092	22	6	technology	technology	NOUN
ajlm-1092	22	7	,	,	PUNCT
ajlm-1092	22	8	the	the	DET
ajlm-1092	22	9	world	world	PROPN
ajlm-1092	22	10	health	health	PROPN
ajlm-1092	22	11	organization	organization	PROPN
ajlm-1092	22	12	’s	’s	PART
ajlm-1092	22	13	agenda	agenda	NOUN
ajlm-1092	22	14	for	for	ADP
ajlm-1092	22	15	action	action	NOUN
ajlm-1092	22	16	on	on	ADP
ajlm-1092	22	17	digital	digital	ADJ
ajlm-1092	22	18	health	health	NOUN
ajlm-1092	22	19	for	for	ADP
ajlm-1092	22	20	the	the	DET
ajlm-1092	22	21	end	end	NOUN
ajlm-1092	22	22	tuberculosis	tuberculosis	NOUN
ajlm-1092	22	23	strategy	strategy	NOUN
ajlm-1092	22	24	called	call	VERB
ajlm-1092	22	25	for	for	ADP
ajlm-1092	22	26	100	100	NUM
ajlm-1092	22	27	%	%	NOUN
ajlm-1092	22	28	of	of	ADP
ajlm-1092	22	29	all	all	DET
ajlm-1092	22	30	sites	site	NOUN
ajlm-1092	22	31	using	use	VERB
ajlm-1092	22	32	rapid	rapid	ADJ
ajlm-1092	22	33	tuberculosis	tuberculosis	PRON
ajlm-1092	22	34	diagnostic	diagnostic	ADJ
ajlm-1092	22	35	instruments	instrument	NOUN
ajlm-1092	22	36	to	to	PART
ajlm-1092	22	37	be	be	AUX
ajlm-1092	22	38	connected	connect	VERB
ajlm-1092	22	39	by	by	ADP
ajlm-1092	22	40	2020,2	2020,2	NUM
ajlm-1092	22	41	becoming	become	VERB
ajlm-1092	22	42	the	the	DET
ajlm-1092	22	43	first	first	ADJ
ajlm-1092	22	44	to	to	PART
ajlm-1092	22	45	recognise	recognise	VERB
ajlm-1092	22	46	the	the	DET
ajlm-1092	22	47	role	role	NOUN
ajlm-1092	22	48	of	of	ADP
ajlm-1092	22	49	digital	digital	ADJ
ajlm-1092	22	50	health	health	NOUN
ajlm-1092	22	51	in	in	ADP
ajlm-1092	22	52	the	the	DET
ajlm-1092	22	53	fight	fight	NOUN
ajlm-1092	22	54	against	against	ADP
ajlm-1092	22	55	tuberculosis	tuberculosis	NOUN
ajlm-1092	22	56	.	.	PUNCT
ajlm-1092	23	1	over	over	ADP
ajlm-1092	23	2	the	the	DET
ajlm-1092	23	3	past	past	ADJ
ajlm-1092	23	4	2	2	NUM
ajlm-1092	23	5	to	to	PART
ajlm-1092	23	6	3	3	NUM
ajlm-1092	23	7	years	year	NOUN
ajlm-1092	23	8	,	,	PUNCT
ajlm-1092	23	9	numerous	numerous	ADJ
ajlm-1092	23	10	countries	country	NOUN
ajlm-1092	23	11	have	have	AUX
ajlm-1092	23	12	begun	begin	VERB
ajlm-1092	23	13	adopting	adopt	VERB
ajlm-1092	23	14	connectivity	connectivity	NOUN
ajlm-1092	23	15	platforms	platform	NOUN
ajlm-1092	23	16	to	to	PART
ajlm-1092	23	17	help	help	VERB
ajlm-1092	23	18	monitor	monitor	VERB
ajlm-1092	23	19	and	and	CCONJ
ajlm-1092	23	20	manage	manage	VERB
ajlm-1092	23	21	their	their	PRON
ajlm-1092	23	22	genexpert	genexpert	ADJ
ajlm-1092	23	23	fleet	fleet	NOUN
ajlm-1092	23	24	by	by	ADP
ajlm-1092	23	25	collecting	collect	VERB
ajlm-1092	23	26	the	the	DET
ajlm-1092	23	27	vast	vast	ADJ
ajlm-1092	23	28	amounts	amount	NOUN
ajlm-1092	23	29	of	of	ADP
ajlm-1092	23	30	rich	rich	ADJ
ajlm-1092	23	31	clinical	clinical	ADJ
ajlm-1092	23	32	diagnostic	diagnostic	ADJ
ajlm-1092	23	33	and	and	CCONJ
ajlm-1092	23	34	operational	operational	ADJ
ajlm-1092	23	35	data	datum	NOUN
ajlm-1092	23	36	produced	produce	VERB
ajlm-1092	23	37	by	by	ADP
ajlm-1092	23	38	the	the	DET
ajlm-1092	23	39	instrument	instrument	NOUN
ajlm-1092	23	40	.	.	PUNCT
ajlm-1092	24	1	rarely	rarely	ADV
ajlm-1092	24	2	before	before	ADV
ajlm-1092	24	3	has	have	VERB
ajlm-1092	24	4	such	such	DET
ajlm-1092	24	5	a	a	DET
ajlm-1092	24	6	rich	rich	ADJ
ajlm-1092	24	7	data	data	NOUN
ajlm-1092	24	8	resource	resource	NOUN
ajlm-1092	24	9	been	be	AUX
ajlm-1092	24	10	both	both	PRON
ajlm-1092	24	11	produced	produce	VERB
ajlm-1092	24	12	by	by	ADP
ajlm-1092	24	13	a	a	DET
ajlm-1092	24	14	diagnostic	diagnostic	ADJ
ajlm-1092	24	15	instrument	instrument	NOUN
ajlm-1092	24	16	and	and	CCONJ
ajlm-1092	24	17	been	be	AUX
ajlm-1092	24	18	made	make	VERB
ajlm-1092	24	19	available	available	ADJ
ajlm-1092	24	20	via	via	ADP
ajlm-1092	24	21	connectivity	connectivity	NOUN
ajlm-1092	24	22	platforms	platform	NOUN
ajlm-1092	24	23	,	,	PUNCT
ajlm-1092	24	24	at	at	ADP
ajlm-1092	24	25	scale	scale	NOUN
ajlm-1092	24	26	,	,	PUNCT
ajlm-1092	24	27	for	for	ADP
ajlm-1092	24	28	analysis	analysis	NOUN
ajlm-1092	24	29	.	.	PUNCT
ajlm-1092	25	1	as	as	ADV
ajlm-1092	25	2	yet	yet	ADV
ajlm-1092	25	3	,	,	PUNCT
ajlm-1092	25	4	it	it	PRON
ajlm-1092	25	5	remains	remain	VERB
ajlm-1092	25	6	largely	largely	ADV
ajlm-1092	25	7	untapped.3	untapped.3	ADJ
ajlm-1092	25	8	if	if	SCONJ
ajlm-1092	25	9	these	these	DET
ajlm-1092	25	10	data	datum	NOUN
ajlm-1092	25	11	can	can	AUX
ajlm-1092	25	12	be	be	AUX
ajlm-1092	25	13	analysed	analyse	VERB
ajlm-1092	25	14	,	,	PUNCT
ajlm-1092	25	15	interpreted	interpret	VERB
ajlm-1092	25	16	and	and	CCONJ
ajlm-1092	25	17	translated	translate	VERB
ajlm-1092	25	18	into	into	ADP
ajlm-1092	25	19	appropriate	appropriate	ADJ
ajlm-1092	25	20	recommendations	recommendation	NOUN
ajlm-1092	25	21	and	and	CCONJ
ajlm-1092	25	22	actions	action	NOUN
ajlm-1092	25	23	,	,	PUNCT
ajlm-1092	25	24	they	they	PRON
ajlm-1092	25	25	have	have	VERB
ajlm-1092	25	26	the	the	DET
ajlm-1092	25	27	potential	potential	NOUN
ajlm-1092	25	28	to	to	PART
ajlm-1092	25	29	provide	provide	VERB
ajlm-1092	25	30	significant	significant	ADJ
ajlm-1092	25	31	transformative	transformative	ADJ
ajlm-1092	25	32	impact	impact	NOUN
ajlm-1092	25	33	on	on	ADP
ajlm-1092	25	34	the	the	DET
ajlm-1092	25	35	management	management	NOUN
ajlm-1092	25	36	and	and	CCONJ
ajlm-1092	25	37	effectiveness	effectiveness	NOUN
ajlm-1092	25	38	of	of	ADP
ajlm-1092	25	39	infectious	infectious	ADJ
ajlm-1092	25	40	disease	disease	NOUN
ajlm-1092	25	41	programmes	programme	NOUN
ajlm-1092	25	42	worldwide	worldwide	ADV
ajlm-1092	25	43	.	.	PUNCT
ajlm-1092	26	1	gxalert	gxalert	ADJ
ajlm-1092	26	2	®	®	NOUN
ajlm-1092	26	3	(	(	PUNCT
ajlm-1092	26	4	systemone	systemone	NOUN
ajlm-1092	26	5	,	,	PUNCT
ajlm-1092	26	6	llc	llc	PROPN
ajlm-1092	26	7	,	,	PUNCT
ajlm-1092	26	8	northampton	northampton	PROPN
ajlm-1092	26	9	,	,	PUNCT
ajlm-1092	26	10	massachusetts	massachusetts	PROPN
ajlm-1092	26	11	,	,	PUNCT
ajlm-1092	26	12	united	united	PROPN
ajlm-1092	26	13	states	states	PROPN
ajlm-1092	26	14	)	)	PUNCT
ajlm-1092	26	15	is	be	AUX
ajlm-1092	26	16	currently	currently	ADV
ajlm-1092	26	17	collecting	collect	VERB
ajlm-1092	26	18	data	datum	NOUN
ajlm-1092	26	19	from	from	ADP
ajlm-1092	26	20	genexpert	genexpert	ADJ
ajlm-1092	26	21	platforms	platform	NOUN
ajlm-1092	26	22	in	in	ADP
ajlm-1092	26	23	43	43	NUM
ajlm-1092	26	24	countries	country	NOUN
ajlm-1092	26	25	running	run	VERB
ajlm-1092	26	26	cepheid	cepheid	NOUN
ajlm-1092	26	27	’s	’s	PART
ajlm-1092	26	28	xpert	xpert	PROPN
ajlm-1092	26	29	mtb	mtb	PROPN
ajlm-1092	26	30	/	/	SYM
ajlm-1092	26	31	rif	rif	PROPN
ajlm-1092	26	32	assay	assay	PROPN
ajlm-1092	26	33	.	.	PUNCT
ajlm-1092	27	1	gxalert	gxalert	PROPN
ajlm-1092	27	2	is	be	AUX
ajlm-1092	27	3	a	a	DET
ajlm-1092	27	4	connectivity	connectivity	NOUN
ajlm-1092	27	5	platform	platform	NOUN
ajlm-1092	27	6	that	that	PRON
ajlm-1092	27	7	integrates	integrate	VERB
ajlm-1092	27	8	directly	directly	ADV
ajlm-1092	27	9	with	with	ADP
ajlm-1092	27	10	diagnostic	diagnostic	ADJ
ajlm-1092	27	11	instruments	instrument	NOUN
ajlm-1092	27	12	to	to	PART
ajlm-1092	27	13	collect	collect	VERB
ajlm-1092	27	14	and	and	CCONJ
ajlm-1092	27	15	send	send	VERB
ajlm-1092	27	16	a	a	DET
ajlm-1092	27	17	digital	digital	ADJ
ajlm-1092	27	18	copy	copy	NOUN
ajlm-1092	27	19	of	of	ADP
ajlm-1092	27	20	test	test	NOUN
ajlm-1092	27	21	results	result	NOUN
ajlm-1092	27	22	and	and	CCONJ
ajlm-1092	27	23	associated	associated	ADJ
ajlm-1092	27	24	instrument	instrument	NOUN
ajlm-1092	27	25	metadata	metadata	NOUN
ajlm-1092	27	26	to	to	ADP
ajlm-1092	27	27	an	an	DET
ajlm-1092	27	28	in	in	ADP
ajlm-1092	27	29	-	-	PUNCT
ajlm-1092	27	30	country	country	NOUN
ajlm-1092	27	31	or	or	CCONJ
ajlm-1092	27	32	gxalert	gxalert	ADJ
ajlm-1092	27	33	server	server	NOUN
ajlm-1092	27	34	.	.	PUNCT
ajlm-1092	28	1	from	from	ADP
ajlm-1092	28	2	there	there	ADV
ajlm-1092	28	3	,	,	PUNCT
ajlm-1092	28	4	results	result	NOUN
ajlm-1092	28	5	can	can	AUX
ajlm-1092	28	6	be	be	AUX
ajlm-1092	28	7	sent	send	VERB
ajlm-1092	28	8	and	and	CCONJ
ajlm-1092	28	9	accessed	access	VERB
ajlm-1092	28	10	via	via	ADP
ajlm-1092	28	11	short	short	ADJ
ajlm-1092	28	12	message	message	NOUN
ajlm-1092	28	13	service	service	NOUN
ajlm-1092	28	14	and	and	CCONJ
ajlm-1092	28	15	email	email	NOUN
ajlm-1092	28	16	alerts	alert	NOUN
ajlm-1092	28	17	,	,	PUNCT
ajlm-1092	28	18	microsoft	microsoft	PROPN
ajlm-1092	28	19	excel	excel	PROPN
ajlm-1092	28	20	(	(	PUNCT
ajlm-1092	28	21	microsoft	microsoft	PROPN
ajlm-1092	28	22	corp	corp	PROPN
ajlm-1092	28	23	,	,	PUNCT
ajlm-1092	28	24	redmond	redmond	PROPN
ajlm-1092	28	25	,	,	PUNCT
ajlm-1092	28	26	washington	washington	PROPN
ajlm-1092	28	27	,	,	PUNCT
ajlm-1092	28	28	united	united	PROPN
ajlm-1092	28	29	states	states	PROPN
ajlm-1092	28	30	)	)	PUNCT
ajlm-1092	28	31	reports	report	NOUN
ajlm-1092	28	32	and	and	CCONJ
ajlm-1092	28	33	web	web	NOUN
ajlm-1092	28	34	dashboards	dashboard	NOUN
ajlm-1092	28	35	.	.	PUNCT
ajlm-1092	29	1	the	the	DET
ajlm-1092	29	2	type	type	NOUN
ajlm-1092	29	3	of	of	ADP
ajlm-1092	29	4	data	datum	NOUN
ajlm-1092	29	5	being	be	AUX
ajlm-1092	29	6	collected	collect	VERB
ajlm-1092	29	7	includes	include	VERB
ajlm-1092	29	8	not	not	PART
ajlm-1092	29	9	only	only	ADV
ajlm-1092	29	10	the	the	DET
ajlm-1092	29	11	diagnostic	diagnostic	ADJ
ajlm-1092	29	12	result	result	NOUN
ajlm-1092	29	13	,	,	PUNCT
ajlm-1092	29	14	but	but	CCONJ
ajlm-1092	29	15	also	also	ADV
ajlm-1092	29	16	information	information	NOUN
ajlm-1092	29	17	on	on	ADP
ajlm-1092	29	18	when	when	SCONJ
ajlm-1092	29	19	and	and	CCONJ
ajlm-1092	29	20	where	where	SCONJ
ajlm-1092	29	21	the	the	DET
ajlm-1092	29	22	test	test	NOUN
ajlm-1092	29	23	was	be	AUX
ajlm-1092	29	24	run	run	VERB
ajlm-1092	29	25	and	and	CCONJ
ajlm-1092	29	26	by	by	ADP
ajlm-1092	29	27	whom	whom	PRON
ajlm-1092	29	28	,	,	PUNCT
ajlm-1092	29	29	demographic	demographic	ADJ
ajlm-1092	29	30	information	information	NOUN
ajlm-1092	29	31	about	about	ADP
ajlm-1092	29	32	the	the	DET
ajlm-1092	29	33	patient	patient	NOUN
ajlm-1092	29	34	(	(	PUNCT
ajlm-1092	29	35	through	through	ADP
ajlm-1092	29	36	an	an	DET
ajlm-1092	29	37	application	application	NOUN
ajlm-1092	29	38	called	call	VERB
ajlm-1092	29	39	gxconnect	gxconnect	NOUN
ajlm-1092	29	40	)	)	PUNCT
ajlm-1092	29	41	,	,	PUNCT
ajlm-1092	29	42	reagent	reagent	ADJ
ajlm-1092	29	43	lot	lot	NOUN
ajlm-1092	29	44	numbers	number	NOUN
ajlm-1092	29	45	,	,	PUNCT
ajlm-1092	29	46	probe	probe	NOUN
ajlm-1092	29	47	data	data	PROPN
ajlm-1092	29	48	,	,	PUNCT
ajlm-1092	29	49	cycle	cycle	NOUN
ajlm-1092	29	50	thresholds	threshold	NOUN
ajlm-1092	29	51	as	as	ADV
ajlm-1092	29	52	well	well	ADV
ajlm-1092	29	53	as	as	ADP
ajlm-1092	29	54	instrument	instrument	NOUN
ajlm-1092	29	55	operational	operational	ADJ
ajlm-1092	29	56	data	datum	NOUN
ajlm-1092	29	57	such	such	ADJ
ajlm-1092	29	58	as	as	ADP
ajlm-1092	29	59	instrument	instrument	NOUN
ajlm-1092	29	60	failures	failure	NOUN
ajlm-1092	29	61	,	,	PUNCT
ajlm-1092	29	62	inventory	inventory	NOUN
ajlm-1092	29	63	consumption	consumption	NOUN
ajlm-1092	29	64	and	and	CCONJ
ajlm-1092	29	65	instrument	instrument	NOUN
ajlm-1092	29	66	downtime	downtime	NOUN
ajlm-1092	29	67	.	.	PUNCT
ajlm-1092	30	1	from	from	ADP
ajlm-1092	30	2	these	these	DET
ajlm-1092	30	3	data	datum	NOUN
ajlm-1092	30	4	,	,	PUNCT
ajlm-1092	30	5	critical	critical	ADJ
ajlm-1092	30	6	insights	insight	NOUN
ajlm-1092	30	7	can	can	AUX
ajlm-1092	30	8	be	be	AUX
ajlm-1092	30	9	gained	gain	VERB
ajlm-1092	30	10	or	or	CCONJ
ajlm-1092	30	11	inferred	infer	VERB
ajlm-1092	30	12	about	about	ADP
ajlm-1092	30	13	the	the	DET
ajlm-1092	30	14	tuberculosis	tuberculosis	NOUN
ajlm-1092	30	15	programme	programme	NOUN
ajlm-1092	30	16	and	and	CCONJ
ajlm-1092	30	17	can	can	AUX
ajlm-1092	30	18	help	help	VERB
ajlm-1092	30	19	shed	shed	VERB
ajlm-1092	30	20	light	light	NOUN
ajlm-1092	30	21	on	on	ADP
ajlm-1092	30	22	both	both	CCONJ
ajlm-1092	30	23	clinical	clinical	ADJ
ajlm-1092	30	24	and	and	CCONJ
ajlm-1092	30	25	operational	operational	ADJ
ajlm-1092	30	26	return	return	NOUN
ajlm-1092	30	27	on	on	ADP
ajlm-1092	30	28	investment	investment	NOUN
ajlm-1092	30	29	.	.	PUNCT
ajlm-1092	31	1	data	datum	NOUN
ajlm-1092	31	2	can	can	AUX
ajlm-1092	31	3	also	also	ADV
ajlm-1092	31	4	provide	provide	VERB
ajlm-1092	31	5	useful	useful	ADJ
ajlm-1092	31	6	information	information	NOUN
ajlm-1092	31	7	on	on	ADP
ajlm-1092	31	8	testing	testing	NOUN
ajlm-1092	31	9	coverage	coverage	NOUN
ajlm-1092	31	10	,	,	PUNCT
ajlm-1092	31	11	disease	disease	NOUN
ajlm-1092	31	12	status	status	NOUN
ajlm-1092	31	13	and	and	CCONJ
ajlm-1092	31	14	trends	trend	NOUN
ajlm-1092	31	15	,	,	PUNCT
ajlm-1092	31	16	circulating	circulate	VERB
ajlm-1092	31	17	strains	strain	NOUN
ajlm-1092	31	18	and	and	CCONJ
ajlm-1092	31	19	drug	drug	NOUN
ajlm-1092	31	20	resistance	resistance	NOUN
ajlm-1092	31	21	profiles	profile	NOUN
ajlm-1092	31	22	,	,	PUNCT
ajlm-1092	31	23	instrument	instrument	NOUN
ajlm-1092	31	24	utilisation	utilisation	NOUN
ajlm-1092	31	25	rates	rate	NOUN
ajlm-1092	31	26	,	,	PUNCT
ajlm-1092	31	27	training	training	NOUN
ajlm-1092	31	28	needs	need	NOUN
ajlm-1092	31	29	,	,	PUNCT
ajlm-1092	31	30	supply	supply	NOUN
ajlm-1092	31	31	chain	chain	NOUN
ajlm-1092	31	32	,	,	PUNCT
ajlm-1092	31	33	inventory	inventory	NOUN
ajlm-1092	31	34	,	,	PUNCT
ajlm-1092	31	35	and	and	CCONJ
ajlm-1092	31	36	quality	quality	NOUN
ajlm-1092	31	37	of	of	ADP
ajlm-1092	31	38	the	the	DET
ajlm-1092	31	39	testing	testing	NOUN
ajlm-1092	31	40	programme.4	programme.4	PROPN
ajlm-1092	32	1	but	but	CCONJ
ajlm-1092	32	2	there	there	PRON
ajlm-1092	32	3	is	be	VERB
ajlm-1092	32	4	a	a	DET
ajlm-1092	32	5	challenge	challenge	NOUN
ajlm-1092	32	6	:	:	PUNCT
ajlm-1092	32	7	even	even	ADV
ajlm-1092	32	8	though	though	SCONJ
ajlm-1092	32	9	countries	country	NOUN
ajlm-1092	32	10	now	now	ADV
ajlm-1092	32	11	collect	collect	VERB
ajlm-1092	32	12	this	this	DET
ajlm-1092	32	13	type	type	NOUN
ajlm-1092	32	14	of	of	ADP
ajlm-1092	32	15	data	datum	NOUN
ajlm-1092	32	16	in	in	ADP
ajlm-1092	32	17	large	large	ADJ
ajlm-1092	32	18	volumes	volume	NOUN
ajlm-1092	32	19	,	,	PUNCT
ajlm-1092	32	20	it	it	PRON
ajlm-1092	32	21	is	be	AUX
ajlm-1092	32	22	a	a	DET
ajlm-1092	32	23	new	new	ADJ
ajlm-1092	32	24	arena	arena	NOUN
ajlm-1092	32	25	for	for	ADP
ajlm-1092	32	26	them	they	PRON
ajlm-1092	32	27	.	.	PUNCT
ajlm-1092	33	1	most	most	ADJ
ajlm-1092	33	2	high	high	ADJ
ajlm-1092	33	3	-	-	PUNCT
ajlm-1092	33	4	disease	disease	NOUN
ajlm-1092	33	5	burden	burden	NOUN
ajlm-1092	33	6	countries	country	NOUN
ajlm-1092	33	7	lack	lack	VERB
ajlm-1092	33	8	the	the	DET
ajlm-1092	33	9	tools	tool	NOUN
ajlm-1092	33	10	,	,	PUNCT
ajlm-1092	33	11	resources	resource	NOUN
ajlm-1092	33	12	and	and	CCONJ
ajlm-1092	33	13	expertise	expertise	NOUN
ajlm-1092	33	14	required	require	VERB
ajlm-1092	33	15	to	to	PART
ajlm-1092	33	16	analyse	analyse	VERB
ajlm-1092	33	17	,	,	PUNCT
ajlm-1092	33	18	understand	understand	VERB
ajlm-1092	33	19	and	and	CCONJ
ajlm-1092	33	20	translate	translate	VERB
ajlm-1092	33	21	these	these	DET
ajlm-1092	33	22	data	datum	NOUN
ajlm-1092	33	23	into	into	ADP
ajlm-1092	33	24	improved	improved	ADJ
ajlm-1092	33	25	programme	programme	NOUN
ajlm-1092	33	26	and	and	CCONJ
ajlm-1092	33	27	patient	patient	ADJ
ajlm-1092	33	28	outcomes	outcome	NOUN
ajlm-1092	33	29	.	.	PUNCT
ajlm-1092	34	1	a	a	DET
ajlm-1092	34	2	recent	recent	ADJ
ajlm-1092	34	3	study	study	NOUN
ajlm-1092	34	4	by	by	ADP
ajlm-1092	34	5	the	the	DET
ajlm-1092	34	6	foundation	foundation	NOUN
ajlm-1092	34	7	for	for	ADP
ajlm-1092	34	8	innovative	innovative	ADJ
ajlm-1092	34	9	diagnostics	diagnostic	NOUN
ajlm-1092	34	10	(	(	PUNCT
ajlm-1092	34	11	find	find	NOUN
ajlm-1092	34	12	)	)	PUNCT
ajlm-1092	34	13	,	,	PUNCT
ajlm-1092	34	14	found	find	VERB
ajlm-1092	34	15	that	that	SCONJ
ajlm-1092	34	16	despite	despite	SCONJ
ajlm-1092	34	17	large	large	ADJ
ajlm-1092	34	18	investments	investment	NOUN
ajlm-1092	34	19	by	by	ADP
ajlm-1092	34	20	donors	donor	NOUN
ajlm-1092	34	21	to	to	PART
ajlm-1092	34	22	implement	implement	VERB
ajlm-1092	34	23	electronic	electronic	ADJ
ajlm-1092	34	24	data	datum	NOUN
ajlm-1092	34	25	management	management	NOUN
ajlm-1092	34	26	systems	system	NOUN
ajlm-1092	34	27	,	,	PUNCT
ajlm-1092	34	28	there	there	PRON
ajlm-1092	34	29	is	be	VERB
ajlm-1092	34	30	limited	limited	ADJ
ajlm-1092	34	31	usage	usage	NOUN
ajlm-1092	34	32	of	of	ADP
ajlm-1092	34	33	the	the	DET
ajlm-1092	34	34	data	datum	NOUN
ajlm-1092	34	35	to	to	PART
ajlm-1092	34	36	improve	improve	VERB
ajlm-1092	34	37	service	service	NOUN
ajlm-1092	34	38	delivery	delivery	NOUN
ajlm-1092	34	39	,	,	PUNCT
ajlm-1092	34	40	mainly	mainly	ADV
ajlm-1092	34	41	due	due	ADP
ajlm-1092	34	42	to	to	ADP
ajlm-1092	34	43	a	a	DET
ajlm-1092	34	44	lack	lack	NOUN
ajlm-1092	34	45	of	of	ADP
ajlm-1092	34	46	understanding	understanding	NOUN
ajlm-1092	34	47	and	and	CCONJ
ajlm-1092	34	48	awareness	awareness	NOUN
ajlm-1092	34	49	of	of	ADP
ajlm-1092	34	50	what	what	PRON
ajlm-1092	34	51	data	datum	NOUN
ajlm-1092	34	52	means.5	means.5	ADJ
ajlm-1092	34	53	as	as	ADP
ajlm-1092	34	54	a	a	DET
ajlm-1092	34	55	result	result	NOUN
ajlm-1092	34	56	,	,	PUNCT
ajlm-1092	34	57	tuberculosis	tuberculosis	NOUN
ajlm-1092	34	58	programmes	programme	NOUN
ajlm-1092	34	59	are	be	AUX
ajlm-1092	34	60	accumulating	accumulate	VERB
ajlm-1092	34	61	but	but	CCONJ
ajlm-1092	34	62	not	not	PART
ajlm-1092	34	63	using	use	VERB
ajlm-1092	34	64	the	the	DET
ajlm-1092	34	65	data	datum	NOUN
ajlm-1092	34	66	being	be	AUX
ajlm-1092	34	67	collected	collect	VERB
ajlm-1092	34	68	to	to	PART
ajlm-1092	34	69	drive	drive	VERB
ajlm-1092	34	70	decision	decision	NOUN
ajlm-1092	34	71	making	making	NOUN
ajlm-1092	34	72	.	.	PUNCT
ajlm-1092	35	1	this	this	PRON
ajlm-1092	35	2	becomes	become	VERB
ajlm-1092	35	3	apparent	apparent	ADJ
ajlm-1092	35	4	when	when	SCONJ
ajlm-1092	35	5	one	one	PRON
ajlm-1092	35	6	considers	consider	VERB
ajlm-1092	35	7	the	the	DET
ajlm-1092	35	8	various	various	ADJ
ajlm-1092	35	9	challenges	challenge	NOUN
ajlm-1092	35	10	still	still	ADV
ajlm-1092	35	11	hindering	hinder	VERB
ajlm-1092	35	12	tuberculosis	tuberculosis	NOUN
ajlm-1092	35	13	programmes	programme	NOUN
ajlm-1092	35	14	today	today	NOUN
ajlm-1092	35	15	,	,	PUNCT
ajlm-1092	35	16	including	include	VERB
ajlm-1092	35	17	gross	gross	ADJ
ajlm-1092	35	18	under	under	NOUN
ajlm-1092	35	19	-	-	PUNCT
ajlm-1092	35	20	utilisation	utilisation	NOUN
ajlm-1092	35	21	of	of	ADP
ajlm-1092	35	22	instruments,3,6,7,8	instruments,3,6,7,8	NOUN
ajlm-1092	35	23	high	high	ADJ
ajlm-1092	35	24	unsuccessful	unsuccessful	ADJ
ajlm-1092	35	25	test	test	NOUN
ajlm-1092	35	26	and	and	CCONJ
ajlm-1092	35	27	error	error	NOUN
ajlm-1092	35	28	rates	rate	NOUN
ajlm-1092	35	29	(	(	PUNCT
ajlm-1092	35	30	loss	loss	NOUN
ajlm-1092	35	31	of	of	ADP
ajlm-1092	35	32	tests),9,10	tests),9,10	NOUN
ajlm-1092	35	33	cartridge	cartridge	VERB
ajlm-1092	35	34	stock	stock	NOUN
ajlm-1092	35	35	-	-	PUNCT
ajlm-1092	35	36	outs	out	NOUN
ajlm-1092	35	37	,	,	PUNCT
ajlm-1092	35	38	instrument	instrument	NOUN
ajlm-1092	35	39	breakdowns	breakdown	NOUN
ajlm-1092	35	40	,	,	PUNCT
ajlm-1092	35	41	and	and	CCONJ
ajlm-1092	35	42	lack	lack	NOUN
ajlm-1092	35	43	of	of	ADP
ajlm-1092	35	44	adequate	adequate	ADJ
ajlm-1092	35	45	module	module	NOUN
ajlm-1092	35	46	replacements	replacement	NOUN
ajlm-1092	35	47	and	and	CCONJ
ajlm-1092	35	48	maintenance	maintenance	NOUN
ajlm-1092	35	49	of	of	ADP
ajlm-1092	35	50	instruments.11	instruments.11	NOUN
ajlm-1092	35	51	there	there	PRON
ajlm-1092	35	52	is	be	VERB
ajlm-1092	35	53	a	a	DET
ajlm-1092	35	54	dire	dire	ADJ
ajlm-1092	35	55	need	need	NOUN
ajlm-1092	35	56	to	to	PART
ajlm-1092	35	57	build	build	VERB
ajlm-1092	35	58	capacity	capacity	NOUN
ajlm-1092	35	59	in	in	ADP
ajlm-1092	35	60	health	health	NOUN
ajlm-1092	35	61	data	datum	NOUN
ajlm-1092	35	62	analytical	analytical	ADJ
ajlm-1092	35	63	skills	skill	NOUN
ajlm-1092	35	64	amongst	amongst	ADP
ajlm-1092	35	65	staff	staff	NOUN
ajlm-1092	35	66	within	within	ADP
ajlm-1092	35	67	national	national	ADJ
ajlm-1092	35	68	tuberculosis	tuberculosis	NOUN
ajlm-1092	35	69	programmes	programme	NOUN
ajlm-1092	35	70	(	(	PUNCT
ajlm-1092	35	71	ntps	ntps	ADJ
ajlm-1092	35	72	)	)	PUNCT
ajlm-1092	35	73	in	in	ADP
ajlm-1092	35	74	order	order	NOUN
ajlm-1092	35	75	to	to	PART
ajlm-1092	35	76	bolster	bolster	VERB
ajlm-1092	35	77	the	the	DET
ajlm-1092	35	78	usage	usage	NOUN
ajlm-1092	35	79	of	of	ADP
ajlm-1092	35	80	data	datum	NOUN
ajlm-1092	35	81	.	.	PUNCT
ajlm-1092	36	1	to	to	PART
ajlm-1092	36	2	address	address	VERB
ajlm-1092	36	3	this	this	DET
ajlm-1092	36	4	need	need	NOUN
ajlm-1092	36	5	,	,	PUNCT
ajlm-1092	36	6	we	we	PRON
ajlm-1092	36	7	designed	design	VERB
ajlm-1092	36	8	a	a	DET
ajlm-1092	36	9	novel	novel	ADJ
ajlm-1092	36	10	training	training	NOUN
ajlm-1092	36	11	programme	programme	NOUN
ajlm-1092	36	12	to	to	PART
ajlm-1092	36	13	develop	develop	VERB
ajlm-1092	36	14	the	the	DET
ajlm-1092	36	15	expertise	expertise	NOUN
ajlm-1092	36	16	and	and	CCONJ
ajlm-1092	36	17	skills	skill	NOUN
ajlm-1092	36	18	required	require	VERB
ajlm-1092	36	19	for	for	ADP
ajlm-1092	36	20	the	the	DET
ajlm-1092	36	21	analysis	analysis	NOUN
ajlm-1092	36	22	and	and	CCONJ
ajlm-1092	36	23	understanding	understanding	NOUN
ajlm-1092	36	24	of	of	ADP
ajlm-1092	36	25	connected	connected	ADJ
ajlm-1092	36	26	diagnostic	diagnostic	ADJ
ajlm-1092	36	27	data	datum	NOUN
ajlm-1092	36	28	.	.	PUNCT
ajlm-1092	37	1	the	the	DET
ajlm-1092	37	2	tuberculosis	tuberculosis	NOUN
ajlm-1092	37	3	data	data	NOUN
ajlm-1092	37	4	fellowship	fellowship	NOUN
ajlm-1092	37	5	programme	programme	NOUN
ajlm-1092	37	6	the	the	DET
ajlm-1092	37	7	tb	tb	NOUN
ajlm-1092	37	8	data	data	NOUN
ajlm-1092	37	9	fellowship	fellowship	NOUN
ajlm-1092	37	10	(	(	PUNCT
ajlm-1092	37	11	tdf	tdf	NOUN
ajlm-1092	37	12	)	)	PUNCT
ajlm-1092	37	13	programme	programme	NOUN
ajlm-1092	37	14	was	be	AUX
ajlm-1092	37	15	initiated	initiate	VERB
ajlm-1092	37	16	in	in	ADP
ajlm-1092	37	17	2018	2018	NUM
ajlm-1092	37	18	through	through	ADP
ajlm-1092	37	19	a	a	DET
ajlm-1092	37	20	joint	joint	ADJ
ajlm-1092	37	21	collaboration	collaboration	NOUN
ajlm-1092	37	22	between	between	ADP
ajlm-1092	37	23	systemone	systemone	NOUN
ajlm-1092	37	24	and	and	CCONJ
ajlm-1092	37	25	management	management	NOUN
ajlm-1092	37	26	sciences	science	NOUN
ajlm-1092	37	27	for	for	ADP
ajlm-1092	37	28	health	health	NOUN
ajlm-1092	37	29	,	,	PUNCT
ajlm-1092	37	30	with	with	ADP
ajlm-1092	37	31	the	the	DET
ajlm-1092	37	32	support	support	NOUN
ajlm-1092	37	33	of	of	ADP
ajlm-1092	37	34	the	the	DET
ajlm-1092	37	35	tableau	tableau	PROPN
ajlm-1092	37	36	foundation	foundation	PROPN
ajlm-1092	37	37	.	.	PUNCT
ajlm-1092	38	1	designed	design	VERB
ajlm-1092	38	2	to	to	PART
ajlm-1092	38	3	build	build	VERB
ajlm-1092	38	4	the	the	DET
ajlm-1092	38	5	foundation	foundation	NOUN
ajlm-1092	38	6	for	for	ADP
ajlm-1092	38	7	sustainable	sustainable	ADJ
ajlm-1092	38	8	in	in	ADP
ajlm-1092	38	9	-	-	PUNCT
ajlm-1092	38	10	country	country	NOUN
ajlm-1092	38	11	capacity	capacity	NOUN
ajlm-1092	38	12	,	,	PUNCT
ajlm-1092	38	13	the	the	DET
ajlm-1092	38	14	programme	programme	NOUN
ajlm-1092	38	15	aimed	aim	VERB
ajlm-1092	38	16	to	to	PART
ajlm-1092	38	17	enhance	enhance	VERB
ajlm-1092	38	18	the	the	DET
ajlm-1092	38	19	understanding	understanding	NOUN
ajlm-1092	38	20	of	of	ADP
ajlm-1092	38	21	tuberculosis	tuberculosis	NOUN
ajlm-1092	38	22	data	datum	NOUN
ajlm-1092	38	23	and	and	CCONJ
ajlm-1092	38	24	its	its	PRON
ajlm-1092	38	25	translation	translation	NOUN
ajlm-1092	38	26	into	into	ADP
ajlm-1092	38	27	actionable	actionable	ADJ
ajlm-1092	38	28	outputs	output	NOUN
ajlm-1092	38	29	.	.	PUNCT
ajlm-1092	39	1	achieving	achieve	VERB
ajlm-1092	39	2	these	these	DET
ajlm-1092	39	3	goals	goal	NOUN
ajlm-1092	39	4	required	require	VERB
ajlm-1092	39	5	a	a	DET
ajlm-1092	39	6	new	new	ADJ
ajlm-1092	39	7	cadre	cadre	NOUN
ajlm-1092	39	8	of	of	ADP
ajlm-1092	39	9	healthcare	healthcare	PROPN
ajlm-1092	39	10	worker	worker	NOUN
ajlm-1092	39	11	to	to	PART
ajlm-1092	39	12	be	be	AUX
ajlm-1092	39	13	trained	train	VERB
ajlm-1092	39	14	,	,	PUNCT
ajlm-1092	39	15	one	one	NUM
ajlm-1092	39	16	with	with	ADP
ajlm-1092	39	17	the	the	DET
ajlm-1092	39	18	ability	ability	NOUN
ajlm-1092	39	19	to	to	PART
ajlm-1092	39	20	understand	understand	VERB
ajlm-1092	39	21	and	and	CCONJ
ajlm-1092	39	22	interpret	interpret	VERB
ajlm-1092	39	23	the	the	DET
ajlm-1092	39	24	vast	vast	ADJ
ajlm-1092	39	25	amounts	amount	NOUN
ajlm-1092	39	26	of	of	ADP
ajlm-1092	39	27	diagnostic	diagnostic	ADJ
ajlm-1092	39	28	and	and	CCONJ
ajlm-1092	39	29	operational	operational	ADJ
ajlm-1092	39	30	data	datum	NOUN
ajlm-1092	39	31	being	be	AUX
ajlm-1092	39	32	collected	collect	VERB
ajlm-1092	39	33	through	through	ADP
ajlm-1092	39	34	connected	connected	ADJ
ajlm-1092	39	35	diagnostic	diagnostic	ADJ
ajlm-1092	39	36	systems	system	NOUN
ajlm-1092	39	37	.	.	PUNCT
ajlm-1092	40	1	for	for	ADP
ajlm-1092	40	2	the	the	DET
ajlm-1092	40	3	pilot	pilot	NOUN
ajlm-1092	40	4	programme	programme	NOUN
ajlm-1092	40	5	,	,	PUNCT
ajlm-1092	40	6	staff	staff	NOUN
ajlm-1092	40	7	from	from	ADP
ajlm-1092	40	8	the	the	DET
ajlm-1092	40	9	ntps	ntps	ADJ
ajlm-1092	40	10	,	,	PUNCT
ajlm-1092	40	11	national	national	ADJ
ajlm-1092	40	12	tuberculosis	tuberculosis	NOUN
ajlm-1092	40	13	reference	reference	NOUN
ajlm-1092	40	14	laboratories	laboratory	NOUN
ajlm-1092	40	15	and	and	CCONJ
ajlm-1092	40	16	ministries	ministry	NOUN
ajlm-1092	40	17	of	of	ADP
ajlm-1092	40	18	health	health	NOUN
ajlm-1092	40	19	from	from	ADP
ajlm-1092	40	20	several	several	ADJ
ajlm-1092	40	21	countries	country	NOUN
ajlm-1092	40	22	using	use	VERB
ajlm-1092	40	23	the	the	DET
ajlm-1092	40	24	gxalert	gxalert	ADJ
ajlm-1092	40	25	connectivity	connectivity	NOUN
ajlm-1092	40	26	platform	platform	NOUN
ajlm-1092	40	27	were	be	AUX
ajlm-1092	40	28	invited	invite	VERB
ajlm-1092	40	29	to	to	PART
ajlm-1092	40	30	apply	apply	VERB
ajlm-1092	40	31	.	.	PUNCT
ajlm-1092	41	1	countries	country	NOUN
ajlm-1092	41	2	invited	invite	VERB
ajlm-1092	41	3	included	include	VERB
ajlm-1092	41	4	bangladesh	bangladesh	PROPN
ajlm-1092	41	5	,	,	PUNCT
ajlm-1092	41	6	ethiopia	ethiopia	PROPN
ajlm-1092	41	7	,	,	PUNCT
ajlm-1092	41	8	ghana	ghana	PROPN
ajlm-1092	41	9	,	,	PUNCT
ajlm-1092	41	10	malawi	malawi	PROPN
ajlm-1092	41	11	,	,	PUNCT
ajlm-1092	41	12	mozambique	mozambique	PROPN
ajlm-1092	41	13	and	and	CCONJ
ajlm-1092	41	14	nigeria	nigeria	PROPN
ajlm-1092	41	15	.	.	PUNCT
ajlm-1092	42	1	the	the	DET
ajlm-1092	42	2	selection	selection	NOUN
ajlm-1092	42	3	criteria	criterion	NOUN
ajlm-1092	42	4	for	for	ADP
ajlm-1092	42	5	the	the	DET
ajlm-1092	42	6	programme	programme	NOUN
ajlm-1092	42	7	included	include	VERB
ajlm-1092	42	8	a	a	DET
ajlm-1092	42	9	minimum	minimum	NOUN
ajlm-1092	42	10	of	of	ADP
ajlm-1092	42	11	2	2	NUM
ajlm-1092	42	12	years	year	NOUN
ajlm-1092	42	13	’	'	PUNCT
ajlm-1092	42	14	work	work	NOUN
ajlm-1092	42	15	experience	experience	NOUN
ajlm-1092	42	16	in	in	ADP
ajlm-1092	42	17	the	the	DET
ajlm-1092	42	18	field	field	NOUN
ajlm-1092	42	19	of	of	ADP
ajlm-1092	42	20	tuberculosis	tuberculosis	NOUN
ajlm-1092	42	21	,	,	PUNCT
ajlm-1092	42	22	and	and	CCONJ
ajlm-1092	42	23	more	more	ADV
ajlm-1092	42	24	specifically	specifically	ADV
ajlm-1092	42	25	the	the	DET
ajlm-1092	42	26	genexpert	genexpert	ADJ
ajlm-1092	42	27	tuberculosis	tuberculosis	NOUN
ajlm-1092	42	28	programme	programme	NOUN
ajlm-1092	42	29	,	,	PUNCT
ajlm-1092	42	30	and	and	CCONJ
ajlm-1092	42	31	at	at	ADV
ajlm-1092	42	32	least	least	ADV
ajlm-1092	42	33	6	6	NUM
ajlm-1092	42	34	months	month	NOUN
ajlm-1092	42	35	of	of	ADP
ajlm-1092	42	36	work	work	NOUN
ajlm-1092	42	37	experience	experience	NOUN
ajlm-1092	42	38	with	with	ADP
ajlm-1092	42	39	gxalert	gxalert	ADJ
ajlm-1092	42	40	software	software	NOUN
ajlm-1092	42	41	.	.	PUNCT
ajlm-1092	43	1	participants	participant	NOUN
ajlm-1092	43	2	also	also	ADV
ajlm-1092	43	3	had	have	VERB
ajlm-1092	43	4	to	to	PART
ajlm-1092	43	5	have	have	VERB
ajlm-1092	43	6	experience	experience	NOUN
ajlm-1092	43	7	working	work	VERB
ajlm-1092	43	8	in	in	ADP
ajlm-1092	43	9	excel	excel	NOUN
ajlm-1092	43	10	.	.	PUNCT
ajlm-1092	44	1	informatics	informatic	NOUN
ajlm-1092	44	2	infrastructure	infrastructure	VERB
ajlm-1092	44	3	the	the	DET
ajlm-1092	44	4	programme	programme	NOUN
ajlm-1092	44	5	leveraged	leverage	VERB
ajlm-1092	44	6	the	the	DET
ajlm-1092	44	7	existing	exist	VERB
ajlm-1092	44	8	connectivity	connectivity	NOUN
ajlm-1092	44	9	infrastructure	infrastructure	NOUN
ajlm-1092	44	10	,	,	PUNCT
ajlm-1092	44	11	gxalert	gxalert	ADJ
ajlm-1092	44	12	,	,	PUNCT
ajlm-1092	44	13	to	to	PART
ajlm-1092	44	14	gain	gain	VERB
ajlm-1092	44	15	access	access	NOUN
ajlm-1092	44	16	to	to	PART
ajlm-1092	44	17	live	live	VERB
ajlm-1092	44	18	xpert	xpert	PROPN
ajlm-1092	44	19	mtb	mtb	PROPN
ajlm-1092	44	20	/	/	SYM
ajlm-1092	44	21	rif	rif	PROPN
ajlm-1092	44	22	data	data	PROPN
ajlm-1092	44	23	.	.	PUNCT
ajlm-1092	45	1	in	in	ADP
ajlm-1092	45	2	addition	addition	NOUN
ajlm-1092	45	3	,	,	PUNCT
ajlm-1092	45	4	each	each	DET
ajlm-1092	45	5	participant	participant	NOUN
ajlm-1092	45	6	was	be	AUX
ajlm-1092	45	7	provided	provide	VERB
ajlm-1092	45	8	with	with	ADP
ajlm-1092	45	9	a	a	DET
ajlm-1092	45	10	tableau	tableau	NOUN
ajlm-1092	45	11	desktop	desktop	NOUN
ajlm-1092	45	12	and	and	CCONJ
ajlm-1092	45	13	tableau	tableau	PROPN
ajlm-1092	45	14	online	online	PROPN
ajlm-1092	45	15	licence	licence	PROPN
ajlm-1092	45	16	(	(	PUNCT
ajlm-1092	45	17	tableau	tableau	PROPN
ajlm-1092	45	18	,	,	PUNCT
ajlm-1092	45	19	seattle	seattle	PROPN
ajlm-1092	45	20	,	,	PUNCT
ajlm-1092	45	21	washington	washington	PROPN
ajlm-1092	45	22	,	,	PUNCT
ajlm-1092	45	23	united	united	PROPN
ajlm-1092	45	24	states	states	PROPN
ajlm-1092	45	25	)	)	PUNCT
ajlm-1092	45	26	.	.	PUNCT
ajlm-1092	46	1	tableau	tableau	PROPN
ajlm-1092	46	2	is	be	AUX
ajlm-1092	46	3	a	a	DET
ajlm-1092	46	4	powerful	powerful	ADJ
ajlm-1092	46	5	data	data	NOUN
ajlm-1092	46	6	visualisation	visualisation	NOUN
ajlm-1092	46	7	and	and	CCONJ
ajlm-1092	46	8	analytics	analytic	NOUN
ajlm-1092	46	9	software	software	NOUN
ajlm-1092	46	10	package	package	NOUN
ajlm-1092	46	11	that	that	PRON
ajlm-1092	46	12	is	be	AUX
ajlm-1092	46	13	specifically	specifically	ADV
ajlm-1092	46	14	aimed	aim	VERB
ajlm-1092	46	15	at	at	ADP
ajlm-1092	46	16	helping	help	VERB
ajlm-1092	46	17	people	people	NOUN
ajlm-1092	46	18	understand	understand	VERB
ajlm-1092	46	19	large	large	ADJ
ajlm-1092	46	20	amounts	amount	NOUN
ajlm-1092	46	21	of	of	ADP
ajlm-1092	46	22	data	datum	NOUN
ajlm-1092	46	23	through	through	ADP
ajlm-1092	46	24	the	the	DET
ajlm-1092	46	25	creation	creation	NOUN
ajlm-1092	46	26	of	of	ADP
ajlm-1092	46	27	structured	structured	ADJ
ajlm-1092	46	28	storyboards	storyboard	NOUN
ajlm-1092	46	29	,	,	PUNCT
ajlm-1092	46	30	dashboards	dashboard	NOUN
ajlm-1092	46	31	and	and	CCONJ
ajlm-1092	46	32	visual	visual	ADJ
ajlm-1092	46	33	representations	representation	NOUN
ajlm-1092	46	34	.	.	PUNCT
ajlm-1092	47	1	systemone	systemone	NOUN
ajlm-1092	47	2	developed	develop	VERB
ajlm-1092	47	3	the	the	DET
ajlm-1092	47	4	server	server	NOUN
ajlm-1092	47	5	architecture	architecture	NOUN
ajlm-1092	47	6	to	to	PART
ajlm-1092	47	7	enable	enable	VERB
ajlm-1092	47	8	participants	participant	NOUN
ajlm-1092	47	9	to	to	PART
ajlm-1092	47	10	extract	extract	VERB
ajlm-1092	47	11	live	live	ADJ
ajlm-1092	47	12	country	country	NOUN
ajlm-1092	47	13	data	datum	NOUN
ajlm-1092	47	14	from	from	ADP
ajlm-1092	47	15	gxalert	gxalert	NOUN
ajlm-1092	47	16	and	and	CCONJ
ajlm-1092	47	17	to	to	PART
ajlm-1092	47	18	import	import	VERB
ajlm-1092	47	19	it	it	PRON
ajlm-1092	47	20	into	into	ADP
ajlm-1092	47	21	tableau	tableau	PROPN
ajlm-1092	47	22	(	(	PUNCT
ajlm-1092	47	23	figure	figure	NOUN
ajlm-1092	47	24	1	1	NUM
ajlm-1092	47	25	)	)	PUNCT
ajlm-1092	47	26	.	.	PUNCT
ajlm-1092	48	1	this	this	PRON
ajlm-1092	48	2	allowed	allow	VERB
ajlm-1092	48	3	participants	participant	NOUN
ajlm-1092	48	4	to	to	PART
ajlm-1092	48	5	safely	safely	ADV
ajlm-1092	48	6	interact	interact	VERB
ajlm-1092	48	7	with	with	ADP
ajlm-1092	48	8	data	datum	NOUN
ajlm-1092	48	9	,	,	PUNCT
ajlm-1092	48	10	enforce	enforce	VERB
ajlm-1092	48	11	the	the	DET
ajlm-1092	48	12	necessary	necessary	ADJ
ajlm-1092	48	13	patient	patient	NOUN
ajlm-1092	48	14	privacy	privacy	NOUN
ajlm-1092	48	15	and	and	CCONJ
ajlm-1092	48	16	country	country	NOUN
ajlm-1092	48	17	-	-	PUNCT
ajlm-1092	48	18	specific	specific	ADJ
ajlm-1092	48	19	data	data	NOUN
ajlm-1092	48	20	permissions	permission	NOUN
ajlm-1092	48	21	,	,	PUNCT
ajlm-1092	48	22	and	and	CCONJ
ajlm-1092	48	23	generate	generate	VERB
ajlm-1092	48	24	visualisations	visualisation	NOUN
ajlm-1092	48	25	to	to	PART
ajlm-1092	48	26	allow	allow	VERB
ajlm-1092	48	27	them	they	PRON
ajlm-1092	48	28	to	to	PART
ajlm-1092	48	29	share	share	VERB
ajlm-1092	48	30	this	this	PRON
ajlm-1092	48	31	with	with	ADP
ajlm-1092	48	32	the	the	DET
ajlm-1092	48	33	ntp	ntp	NOUN
ajlm-1092	48	34	,	,	PUNCT
ajlm-1092	48	35	neighbouring	neighbouring	ADJ
ajlm-1092	48	36	disease	disease	NOUN
ajlm-1092	48	37	programmes	programme	NOUN
ajlm-1092	48	38	,	,	PUNCT
ajlm-1092	48	39	the	the	DET
ajlm-1092	48	40	ministry	ministry	PROPN
ajlm-1092	48	41	of	of	ADP
ajlm-1092	48	42	health	health	NOUN
ajlm-1092	48	43	or	or	CCONJ
ajlm-1092	48	44	donors	donor	NOUN
ajlm-1092	48	45	,	,	PUNCT
ajlm-1092	48	46	via	via	ADP
ajlm-1092	48	47	tableau	tableau	PROPN
ajlm-1092	48	48	online	online	ADV
ajlm-1092	48	49	(	(	PUNCT
ajlm-1092	48	50	figure	figure	NOUN
ajlm-1092	48	51	1	1	NUM
ajlm-1092	48	52	)	)	PUNCT
ajlm-1092	48	53	.	.	PUNCT
ajlm-1092	49	1	figure	figure	VERB
ajlm-1092	49	2	1	1	NUM
ajlm-1092	49	3	:	:	PUNCT
ajlm-1092	49	4	general	general	ADJ
ajlm-1092	49	5	informatics	informatic	NOUN
ajlm-1092	49	6	infrastructure	infrastructure	NOUN
ajlm-1092	49	7	and	and	CCONJ
ajlm-1092	49	8	data	datum	NOUN
ajlm-1092	49	9	flow	flow	NOUN
ajlm-1092	49	10	for	for	ADP
ajlm-1092	49	11	tb	tb	ADP
ajlm-1092	49	12	data	datum	NOUN
ajlm-1092	49	13	fellowship	fellowship	NOUN
ajlm-1092	49	14	programme	programme	NOUN
ajlm-1092	49	15	.	.	PUNCT
ajlm-1092	50	1	live	live	VERB
ajlm-1092	50	2	xpert	xpert	PROPN
ajlm-1092	50	3	mtb	mtb	PROPN
ajlm-1092	50	4	/	/	SYM
ajlm-1092	50	5	rif	rif	PROPN
ajlm-1092	50	6	data	data	PROPN
ajlm-1092	50	7	from	from	ADP
ajlm-1092	50	8	each	each	DET
ajlm-1092	50	9	country	country	NOUN
ajlm-1092	50	10	is	be	AUX
ajlm-1092	50	11	collected	collect	VERB
ajlm-1092	50	12	via	via	ADP
ajlm-1092	50	13	gxalert	gxalert	NOUN
ajlm-1092	50	14	and	and	CCONJ
ajlm-1092	50	15	stored	store	VERB
ajlm-1092	50	16	on	on	ADP
ajlm-1092	50	17	a	a	DET
ajlm-1092	50	18	in	in	ADP
ajlm-1092	50	19	-	-	PUNCT
ajlm-1092	50	20	country	country	NOUN
ajlm-1092	50	21	or	or	CCONJ
ajlm-1092	50	22	private	private	ADJ
ajlm-1092	50	23	cloud	cloud	NOUN
ajlm-1092	50	24	hosted	host	VERB
ajlm-1092	50	25	gxalert	gxalert	ADJ
ajlm-1092	50	26	server	server	NOUN
ajlm-1092	50	27	(	(	PUNCT
ajlm-1092	50	28	depending	depend	VERB
ajlm-1092	50	29	on	on	ADP
ajlm-1092	50	30	country	country	NOUN
ajlm-1092	50	31	preference	preference	NOUN
ajlm-1092	50	32	)	)	PUNCT
ajlm-1092	50	33	.	.	PUNCT
ajlm-1092	51	1	each	each	DET
ajlm-1092	51	2	data	datum	NOUN
ajlm-1092	51	3	fellow	fellow	NOUN
ajlm-1092	51	4	is	be	AUX
ajlm-1092	51	5	able	able	ADJ
ajlm-1092	51	6	to	to	PART
ajlm-1092	51	7	download	download	VERB
ajlm-1092	51	8	an	an	DET
ajlm-1092	51	9	extract	extract	NOUN
ajlm-1092	51	10	of	of	ADP
ajlm-1092	51	11	their	their	PRON
ajlm-1092	51	12	own	own	ADJ
ajlm-1092	51	13	country	country	NOUN
ajlm-1092	51	14	data	datum	NOUN
ajlm-1092	51	15	to	to	ADP
ajlm-1092	51	16	tableau	tableau	PROPN
ajlm-1092	51	17	desktop	desktop	NOUN
ajlm-1092	51	18	in	in	ADP
ajlm-1092	51	19	order	order	NOUN
ajlm-1092	51	20	to	to	PART
ajlm-1092	51	21	create	create	VERB
ajlm-1092	51	22	various	various	ADJ
ajlm-1092	51	23	graph	graph	NOUN
ajlm-1092	51	24	-	-	PUNCT
ajlm-1092	51	25	like	like	ADJ
ajlm-1092	51	26	visualisations	visualisation	NOUN
ajlm-1092	51	27	and	and	CCONJ
ajlm-1092	51	28	basic	basic	ADJ
ajlm-1092	51	29	analytics	analytic	NOUN
ajlm-1092	51	30	.	.	PUNCT
ajlm-1092	52	1	once	once	SCONJ
ajlm-1092	52	2	analysis	analysis	NOUN
ajlm-1092	52	3	is	be	AUX
ajlm-1092	52	4	complete	complete	ADJ
ajlm-1092	52	5	,	,	PUNCT
ajlm-1092	52	6	data	datum	NOUN
ajlm-1092	52	7	fellows	fellow	NOUN
ajlm-1092	52	8	could	could	AUX
ajlm-1092	52	9	choose	choose	VERB
ajlm-1092	52	10	to	to	PART
ajlm-1092	52	11	publish	publish	VERB
ajlm-1092	52	12	a	a	DET
ajlm-1092	52	13	subset	subset	NOUN
ajlm-1092	52	14	of	of	ADP
ajlm-1092	52	15	these	these	DET
ajlm-1092	52	16	visualisations	visualisation	NOUN
ajlm-1092	52	17	,	,	PUNCT
ajlm-1092	52	18	unlinked	unlinke	VERB
ajlm-1092	52	19	to	to	ADP
ajlm-1092	52	20	the	the	DET
ajlm-1092	52	21	data	datum	NOUN
ajlm-1092	52	22	source	source	NOUN
ajlm-1092	52	23	,	,	PUNCT
ajlm-1092	52	24	via	via	ADP
ajlm-1092	52	25	a	a	DET
ajlm-1092	52	26	community	community	NOUN
ajlm-1092	52	27	folder	folder	NOUN
ajlm-1092	52	28	on	on	ADP
ajlm-1092	52	29	tableau	tableau	PROPN
ajlm-1092	52	30	online	online	ADV
ajlm-1092	52	31	,	,	PUNCT
ajlm-1092	52	32	allowing	allow	VERB
ajlm-1092	52	33	them	they	PRON
ajlm-1092	52	34	to	to	PART
ajlm-1092	52	35	share	share	VERB
ajlm-1092	52	36	insights	insight	NOUN
ajlm-1092	52	37	,	,	PUNCT
ajlm-1092	52	38	ideas	idea	NOUN
ajlm-1092	52	39	and	and	CCONJ
ajlm-1092	52	40	graphics	graphic	NOUN
ajlm-1092	52	41	with	with	ADP
ajlm-1092	52	42	other	other	ADJ
ajlm-1092	52	43	data	datum	NOUN
ajlm-1092	52	44	fellows	fellow	NOUN
ajlm-1092	52	45	,	,	PUNCT
ajlm-1092	52	46	the	the	DET
ajlm-1092	52	47	ministry	ministry	PROPN
ajlm-1092	52	48	of	of	ADP
ajlm-1092	52	49	health	health	PROPN
ajlm-1092	52	50	or	or	CCONJ
ajlm-1092	52	51	ntp	ntp	NOUN
ajlm-1092	52	52	.	.	PUNCT
ajlm-1092	53	1	training	training	NOUN
ajlm-1092	53	2	structure	structure	NOUN
ajlm-1092	53	3	two	two	NUM
ajlm-1092	53	4	pilot	pilot	NOUN
ajlm-1092	53	5	training	training	NOUN
ajlm-1092	53	6	programmes	programme	NOUN
ajlm-1092	53	7	were	be	AUX
ajlm-1092	53	8	undertaken	undertake	VERB
ajlm-1092	53	9	:	:	PUNCT
ajlm-1092	53	10	the	the	DET
ajlm-1092	53	11	first	first	ADJ
ajlm-1092	53	12	accepted	accept	VERB
ajlm-1092	53	13	participants	participant	NOUN
ajlm-1092	53	14	from	from	ADP
ajlm-1092	53	15	five	five	NUM
ajlm-1092	53	16	countries	country	NOUN
ajlm-1092	53	17	supported	support	VERB
ajlm-1092	53	18	by	by	ADP
ajlm-1092	53	19	the	the	DET
ajlm-1092	53	20	global	global	ADJ
ajlm-1092	53	21	challenge	challenge	NOUN
ajlm-1092	53	22	tb	tb	ADP
ajlm-1092	53	23	project	project	NOUN
ajlm-1092	53	24	,	,	PUNCT
ajlm-1092	53	25	funded	fund	VERB
ajlm-1092	53	26	by	by	ADP
ajlm-1092	53	27	the	the	DET
ajlm-1092	53	28	united	united	PROPN
ajlm-1092	53	29	states	states	PROPN
ajlm-1092	53	30	agency	agency	PROPN
ajlm-1092	53	31	for	for	ADP
ajlm-1092	53	32	international	international	ADJ
ajlm-1092	53	33	development	development	NOUN
ajlm-1092	53	34	.	.	PUNCT
ajlm-1092	54	1	the	the	DET
ajlm-1092	54	2	first	first	ADJ
ajlm-1092	54	3	countries	country	NOUN
ajlm-1092	54	4	were	be	AUX
ajlm-1092	54	5	bangladesh	bangladesh	NOUN
ajlm-1092	54	6	(	(	PUNCT
ajlm-1092	54	7	n	n	NOUN
ajlm-1092	54	8	=	=	SYM
ajlm-1092	54	9	2	2	NUM
ajlm-1092	54	10	)	)	PUNCT
ajlm-1092	54	11	,	,	PUNCT
ajlm-1092	54	12	ethiopia	ethiopia	PROPN
ajlm-1092	54	13	(	(	PUNCT
ajlm-1092	54	14	n	n	NOUN
ajlm-1092	54	15	=	=	SYM
ajlm-1092	54	16	2	2	NUM
ajlm-1092	54	17	)	)	PUNCT
ajlm-1092	54	18	,	,	PUNCT
ajlm-1092	54	19	mozambique	mozambique	PROPN
ajlm-1092	54	20	(	(	PUNCT
ajlm-1092	54	21	n	n	NOUN
ajlm-1092	54	22	=	=	SYM
ajlm-1092	54	23	2	2	NUM
ajlm-1092	54	24	)	)	PUNCT
ajlm-1092	54	25	,	,	PUNCT
ajlm-1092	54	26	ghana	ghana	PROPN
ajlm-1092	54	27	(	(	PUNCT
ajlm-1092	54	28	n	n	NOUN
ajlm-1092	54	29	=	=	SYM
ajlm-1092	54	30	1	1	NUM
ajlm-1092	54	31	)	)	PUNCT
ajlm-1092	54	32	and	and	CCONJ
ajlm-1092	54	33	malawi	malawi	PROPN
ajlm-1092	54	34	(	(	PUNCT
ajlm-1092	54	35	n	n	NOUN
ajlm-1092	54	36	=	=	SYM
ajlm-1092	54	37	1	1	NUM
ajlm-1092	54	38	)	)	PUNCT
ajlm-1092	54	39	.	.	PUNCT
ajlm-1092	55	1	the	the	DET
ajlm-1092	55	2	second	second	ADJ
ajlm-1092	55	3	programme	programme	NOUN
ajlm-1092	55	4	accepted	accept	VERB
ajlm-1092	55	5	participants	participant	NOUN
ajlm-1092	55	6	from	from	ADP
ajlm-1092	55	7	nigeria	nigeria	PRON
ajlm-1092	55	8	only	only	ADV
ajlm-1092	55	9	(	(	PUNCT
ajlm-1092	55	10	n	n	NOUN
ajlm-1092	55	11	=	=	NUM
ajlm-1092	55	12	12	12	NUM
ajlm-1092	55	13	)	)	PUNCT
ajlm-1092	55	14	.	.	PUNCT
ajlm-1092	56	1	the	the	DET
ajlm-1092	56	2	training	training	NOUN
ajlm-1092	56	3	lasted	last	VERB
ajlm-1092	56	4	12	12	NUM
ajlm-1092	56	5	months	month	NOUN
ajlm-1092	56	6	and	and	CCONJ
ajlm-1092	56	7	was	be	AUX
ajlm-1092	56	8	structured	structure	VERB
ajlm-1092	56	9	in	in	ADP
ajlm-1092	56	10	two	two	NUM
ajlm-1092	56	11	parts	part	NOUN
ajlm-1092	56	12	:	:	PUNCT
ajlm-1092	56	13	a	a	DET
ajlm-1092	56	14	1	1	NUM
ajlm-1092	56	15	-	-	PUNCT
ajlm-1092	56	16	week	week	NOUN
ajlm-1092	56	17	in	in	ADP
ajlm-1092	56	18	-	-	PUNCT
ajlm-1092	56	19	person	person	NOUN
ajlm-1092	56	20	classroom	classroom	NOUN
ajlm-1092	56	21	training	training	NOUN
ajlm-1092	56	22	followed	follow	VERB
ajlm-1092	56	23	by	by	ADP
ajlm-1092	56	24	an	an	DET
ajlm-1092	56	25	11	11	NUM
ajlm-1092	56	26	-	-	PUNCT
ajlm-1092	56	27	month	month	NOUN
ajlm-1092	56	28	remote	remote	ADJ
ajlm-1092	56	29	training	training	NOUN
ajlm-1092	56	30	and	and	CCONJ
ajlm-1092	56	31	mentorship	mentorship	NOUN
ajlm-1092	56	32	.	.	PUNCT
ajlm-1092	57	1	classroom	classroom	NOUN
ajlm-1092	57	2	training	train	VERB
ajlm-1092	57	3	the	the	DET
ajlm-1092	57	4	in	in	ADP
ajlm-1092	57	5	-	-	PUNCT
ajlm-1092	57	6	person	person	NOUN
ajlm-1092	57	7	classroom	classroom	NOUN
ajlm-1092	57	8	training	training	NOUN
ajlm-1092	57	9	consisted	consist	VERB
ajlm-1092	57	10	of	of	ADP
ajlm-1092	57	11	a	a	DET
ajlm-1092	57	12	1	1	NUM
ajlm-1092	57	13	-	-	PUNCT
ajlm-1092	57	14	week	week	NOUN
ajlm-1092	57	15	intensive	intensive	ADJ
ajlm-1092	57	16	centralised	centralised	ADJ
ajlm-1092	57	17	training	training	NOUN
ajlm-1092	57	18	,	,	PUNCT
ajlm-1092	57	19	the	the	DET
ajlm-1092	57	20	first	first	ADJ
ajlm-1092	57	21	of	of	ADP
ajlm-1092	57	22	which	which	PRON
ajlm-1092	57	23	was	be	AUX
ajlm-1092	57	24	held	hold	VERB
ajlm-1092	57	25	in	in	ADP
ajlm-1092	57	26	johannesburg	johannesburg	PROPN
ajlm-1092	57	27	,	,	PUNCT
ajlm-1092	57	28	south	south	PROPN
ajlm-1092	57	29	africa	africa	PROPN
ajlm-1092	57	30	from	from	ADP
ajlm-1092	57	31	9–13	9–13	PROPN
ajlm-1092	57	32	july	july	PROPN
ajlm-1092	57	33	2018	2018	NUM
ajlm-1092	57	34	,	,	PUNCT
ajlm-1092	57	35	and	and	CCONJ
ajlm-1092	57	36	the	the	DET
ajlm-1092	57	37	second	second	ADJ
ajlm-1092	57	38	in	in	ADP
ajlm-1092	57	39	abuja	abuja	PROPN
ajlm-1092	57	40	,	,	PUNCT
ajlm-1092	57	41	nigeria	nigeria	PROPN
ajlm-1092	57	42	from	from	ADP
ajlm-1092	57	43	24–28	24–28	NUM
ajlm-1092	57	44	september	september	PROPN
ajlm-1092	57	45	2018	2018	NUM
ajlm-1092	57	46	.	.	PUNCT
ajlm-1092	58	1	during	during	ADP
ajlm-1092	58	2	the	the	DET
ajlm-1092	58	3	first	first	ADJ
ajlm-1092	58	4	three	three	NUM
ajlm-1092	58	5	days	day	NOUN
ajlm-1092	58	6	of	of	ADP
ajlm-1092	58	7	each	each	DET
ajlm-1092	58	8	session	session	NOUN
ajlm-1092	58	9	,	,	PUNCT
ajlm-1092	58	10	participants	participant	NOUN
ajlm-1092	58	11	were	be	AUX
ajlm-1092	58	12	trained	train	VERB
ajlm-1092	58	13	extensively	extensively	ADV
ajlm-1092	58	14	on	on	ADP
ajlm-1092	58	15	tableau	tableau	PROPN
ajlm-1092	58	16	desktop	desktop	NOUN
ajlm-1092	58	17	v2018.1	v2018.1	PROPN
ajlm-1092	58	18	software	software	NOUN
ajlm-1092	58	19	(	(	PUNCT
ajlm-1092	58	20	tableau	tableau	PROPN
ajlm-1092	58	21	,	,	PUNCT
ajlm-1092	58	22	seattle	seattle	PROPN
ajlm-1092	58	23	,	,	PUNCT
ajlm-1092	58	24	washington	washington	PROPN
ajlm-1092	58	25	,	,	PUNCT
ajlm-1092	58	26	united	united	PROPN
ajlm-1092	58	27	states	states	PROPN
ajlm-1092	58	28	)	)	PUNCT
ajlm-1092	58	29	.	.	PUNCT
ajlm-1092	59	1	this	this	PRON
ajlm-1092	59	2	was	be	AUX
ajlm-1092	59	3	followed	follow	VERB
ajlm-1092	59	4	by	by	ADP
ajlm-1092	59	5	two	two	NUM
ajlm-1092	59	6	days	day	NOUN
ajlm-1092	59	7	of	of	ADP
ajlm-1092	59	8	training	training	NOUN
ajlm-1092	59	9	on	on	ADP
ajlm-1092	59	10	how	how	SCONJ
ajlm-1092	59	11	to	to	PART
ajlm-1092	59	12	integrate	integrate	VERB
ajlm-1092	59	13	and	and	CCONJ
ajlm-1092	59	14	interpret	interpret	VERB
ajlm-1092	59	15	gxalert	gxalert	ADJ
ajlm-1092	59	16	tuberculosis	tuberculosis	NOUN
ajlm-1092	59	17	data	datum	NOUN
ajlm-1092	59	18	in	in	ADP
ajlm-1092	59	19	tableau	tableau	PROPN
ajlm-1092	59	20	,	,	PUNCT
ajlm-1092	59	21	perform	perform	VERB
ajlm-1092	59	22	basic	basic	ADJ
ajlm-1092	59	23	data	datum	NOUN
ajlm-1092	59	24	analysis	analysis	NOUN
ajlm-1092	59	25	,	,	PUNCT
ajlm-1092	59	26	and	and	CCONJ
ajlm-1092	59	27	prepare	prepare	VERB
ajlm-1092	59	28	visualisations	visualisation	NOUN
ajlm-1092	59	29	to	to	PART
ajlm-1092	59	30	improve	improve	VERB
ajlm-1092	59	31	the	the	DET
ajlm-1092	59	32	interpretation	interpretation	NOUN
ajlm-1092	59	33	and	and	CCONJ
ajlm-1092	59	34	reporting	reporting	NOUN
ajlm-1092	59	35	of	of	ADP
ajlm-1092	59	36	tuberculosis	tuberculosis	NOUN
ajlm-1092	59	37	data	datum	NOUN
ajlm-1092	59	38	.	.	PUNCT
ajlm-1092	60	1	remote	remote	ADJ
ajlm-1092	60	2	training	training	NOUN
ajlm-1092	60	3	and	and	CCONJ
ajlm-1092	60	4	mentorship	mentorship	NOUN
ajlm-1092	60	5	for	for	ADP
ajlm-1092	60	6	11	11	NUM
ajlm-1092	60	7	months	month	NOUN
ajlm-1092	60	8	following	follow	VERB
ajlm-1092	60	9	the	the	DET
ajlm-1092	60	10	classroom	classroom	NOUN
ajlm-1092	60	11	training	training	NOUN
ajlm-1092	60	12	,	,	PUNCT
ajlm-1092	60	13	participants	participant	NOUN
ajlm-1092	60	14	received	receive	VERB
ajlm-1092	60	15	monthly	monthly	ADJ
ajlm-1092	60	16	training	training	NOUN
ajlm-1092	60	17	and	and	CCONJ
ajlm-1092	60	18	mentorship	mentorship	NOUN
ajlm-1092	60	19	remotely	remotely	ADV
ajlm-1092	60	20	via	via	ADP
ajlm-1092	60	21	2	2	NUM
ajlm-1092	60	22	-	-	PUNCT
ajlm-1092	60	23	hour	hour	NOUN
ajlm-1092	60	24	skype	skype	NOUN
ajlm-1092	60	25	sessions	session	NOUN
ajlm-1092	60	26	as	as	ADP
ajlm-1092	60	27	two	two	NUM
ajlm-1092	60	28	separate	separate	ADJ
ajlm-1092	60	29	groups	group	NOUN
ajlm-1092	60	30	,	,	PUNCT
ajlm-1092	60	31	depending	depend	VERB
ajlm-1092	60	32	on	on	ADP
ajlm-1092	60	33	which	which	PRON
ajlm-1092	60	34	classroom	classroom	NOUN
ajlm-1092	60	35	training	training	NOUN
ajlm-1092	60	36	session	session	NOUN
ajlm-1092	60	37	they	they	PRON
ajlm-1092	60	38	attended	attend	VERB
ajlm-1092	60	39	.	.	PUNCT
ajlm-1092	61	1	systemone	systemone	NOUN
ajlm-1092	61	2	designed	design	VERB
ajlm-1092	61	3	these	these	DET
ajlm-1092	61	4	sessions	session	NOUN
ajlm-1092	61	5	to	to	PART
ajlm-1092	61	6	allow	allow	VERB
ajlm-1092	61	7	in	in	ADP
ajlm-1092	61	8	-	-	PUNCT
ajlm-1092	61	9	depth	depth	NOUN
ajlm-1092	61	10	data	datum	NOUN
ajlm-1092	61	11	analysis	analysis	NOUN
ajlm-1092	61	12	and	and	CCONJ
ajlm-1092	61	13	development	development	NOUN
ajlm-1092	61	14	of	of	ADP
ajlm-1092	61	15	visualisations	visualisation	NOUN
ajlm-1092	61	16	to	to	PART
ajlm-1092	61	17	improve	improve	VERB
ajlm-1092	61	18	understanding	understanding	NOUN
ajlm-1092	61	19	,	,	PUNCT
ajlm-1092	61	20	with	with	ADP
ajlm-1092	61	21	a	a	DET
ajlm-1092	61	22	focus	focus	NOUN
ajlm-1092	61	23	on	on	ADP
ajlm-1092	61	24	the	the	DET
ajlm-1092	61	25	development	development	NOUN
ajlm-1092	61	26	of	of	ADP
ajlm-1092	61	27	data	data	NOUN
ajlm-1092	61	28	-	-	PUNCT
ajlm-1092	61	29	driven	drive	VERB
ajlm-1092	61	30	recommendations	recommendation	NOUN
ajlm-1092	61	31	for	for	ADP
ajlm-1092	61	32	programmatic	programmatic	ADJ
ajlm-1092	61	33	improvement	improvement	NOUN
ajlm-1092	61	34	.	.	PUNCT
ajlm-1092	62	1	to	to	PART
ajlm-1092	62	2	promote	promote	VERB
ajlm-1092	62	3	a	a	DET
ajlm-1092	62	4	platform	platform	NOUN
ajlm-1092	62	5	for	for	ADP
ajlm-1092	62	6	sharing	sharing	NOUN
ajlm-1092	62	7	of	of	ADP
ajlm-1092	62	8	data	datum	NOUN
ajlm-1092	62	9	,	,	PUNCT
ajlm-1092	62	10	insights	insight	NOUN
ajlm-1092	62	11	and	and	CCONJ
ajlm-1092	62	12	best	good	ADJ
ajlm-1092	62	13	practices	practice	NOUN
ajlm-1092	62	14	,	,	PUNCT
ajlm-1092	62	15	each	each	DET
ajlm-1092	62	16	month	month	NOUN
ajlm-1092	62	17	participants	participant	NOUN
ajlm-1092	62	18	were	be	AUX
ajlm-1092	62	19	required	require	VERB
ajlm-1092	62	20	to	to	PART
ajlm-1092	62	21	complete	complete	VERB
ajlm-1092	62	22	assignments	assignment	NOUN
ajlm-1092	62	23	and	and	CCONJ
ajlm-1092	62	24	publish	publish	VERB
ajlm-1092	62	25	their	their	PRON
ajlm-1092	62	26	developed	develop	VERB
ajlm-1092	62	27	visualisations	visualisation	NOUN
ajlm-1092	62	28	and	and	CCONJ
ajlm-1092	62	29	insights	insight	NOUN
ajlm-1092	62	30	on	on	ADP
ajlm-1092	62	31	the	the	DET
ajlm-1092	62	32	tableau	tableau	PROPN
ajlm-1092	62	33	online	online	PROPN
ajlm-1092	62	34	server	server	PROPN
ajlm-1092	62	35	for	for	SCONJ
ajlm-1092	62	36	the	the	DET
ajlm-1092	62	37	entire	entire	ADJ
ajlm-1092	62	38	group	group	NOUN
ajlm-1092	62	39	to	to	PART
ajlm-1092	62	40	see	see	VERB
ajlm-1092	62	41	.	.	PUNCT
ajlm-1092	63	1	this	this	DET
ajlm-1092	63	2	encouraged	encourage	VERB
ajlm-1092	63	3	collaboration	collaboration	NOUN
ajlm-1092	63	4	among	among	ADP
ajlm-1092	63	5	members	member	NOUN
ajlm-1092	63	6	of	of	ADP
ajlm-1092	63	7	the	the	DET
ajlm-1092	63	8	groups	group	NOUN
ajlm-1092	63	9	.	.	PUNCT
ajlm-1092	64	1	focus	focus	NOUN
ajlm-1092	64	2	areas	area	NOUN
ajlm-1092	64	3	of	of	ADP
ajlm-1092	64	4	the	the	DET
ajlm-1092	64	5	training	training	NOUN
ajlm-1092	64	6	through	through	ADP
ajlm-1092	64	7	the	the	DET
ajlm-1092	64	8	12	12	NUM
ajlm-1092	64	9	-	-	PUNCT
ajlm-1092	64	10	month	month	NOUN
ajlm-1092	64	11	programme	programme	NOUN
ajlm-1092	64	12	,	,	PUNCT
ajlm-1092	64	13	participants	participant	NOUN
ajlm-1092	64	14	were	be	AUX
ajlm-1092	64	15	taught	teach	VERB
ajlm-1092	64	16	how	how	SCONJ
ajlm-1092	64	17	to	to	PART
ajlm-1092	64	18	understand	understand	VERB
ajlm-1092	64	19	genexpert	genexpert	ADJ
ajlm-1092	64	20	tuberculosis	tuberculosis	PRON
ajlm-1092	64	21	diagnostic	diagnostic	ADJ
ajlm-1092	64	22	and	and	CCONJ
ajlm-1092	64	23	operational	operational	ADJ
ajlm-1092	64	24	data	datum	NOUN
ajlm-1092	64	25	being	be	AUX
ajlm-1092	64	26	collected	collect	VERB
ajlm-1092	64	27	by	by	ADP
ajlm-1092	64	28	the	the	DET
ajlm-1092	64	29	gxalert	gxalert	ADJ
ajlm-1092	64	30	platform	platform	NOUN
ajlm-1092	64	31	and	and	CCONJ
ajlm-1092	64	32	to	to	PART
ajlm-1092	64	33	translate	translate	VERB
ajlm-1092	64	34	this	this	DET
ajlm-1092	64	35	data	datum	NOUN
ajlm-1092	64	36	into	into	ADP
ajlm-1092	64	37	insights	insight	NOUN
ajlm-1092	64	38	about	about	ADP
ajlm-1092	64	39	their	their	PRON
ajlm-1092	64	40	respective	respective	ADJ
ajlm-1092	64	41	tuberculosis	tuberculosis	NOUN
ajlm-1092	64	42	programmes	programme	NOUN
ajlm-1092	64	43	(	(	PUNCT
ajlm-1092	64	44	table	table	NOUN
ajlm-1092	64	45	1	1	NUM
ajlm-1092	64	46	)	)	PUNCT
ajlm-1092	64	47	.	.	PUNCT
ajlm-1092	65	1	they	they	PRON
ajlm-1092	65	2	identified	identify	VERB
ajlm-1092	65	3	programme	programme	NOUN
ajlm-1092	65	4	gaps	gap	NOUN
ajlm-1092	65	5	and	and	CCONJ
ajlm-1092	65	6	appropriate	appropriate	ADJ
ajlm-1092	65	7	intervention	intervention	NOUN
ajlm-1092	65	8	needs	need	NOUN
ajlm-1092	65	9	in	in	ADP
ajlm-1092	65	10	different	different	ADJ
ajlm-1092	65	11	programme	programme	NOUN
ajlm-1092	65	12	areas	area	NOUN
ajlm-1092	65	13	(	(	PUNCT
ajlm-1092	65	14	table	table	NOUN
ajlm-1092	65	15	1	1	NUM
ajlm-1092	65	16	)	)	PUNCT
ajlm-1092	65	17	,	,	PUNCT
ajlm-1092	65	18	while	while	SCONJ
ajlm-1092	65	19	learning	learn	VERB
ajlm-1092	65	20	how	how	SCONJ
ajlm-1092	65	21	to	to	PART
ajlm-1092	65	22	lower	lower	VERB
ajlm-1092	65	23	operating	operating	NOUN
ajlm-1092	65	24	costs	cost	NOUN
ajlm-1092	65	25	(	(	PUNCT
ajlm-1092	65	26	by	by	ADP
ajlm-1092	65	27	reducing	reduce	VERB
ajlm-1092	65	28	supervision	supervision	NOUN
ajlm-1092	65	29	frequency	frequency	NOUN
ajlm-1092	65	30	and	and	CCONJ
ajlm-1092	65	31	troubleshooting	troubleshooting	NOUN
ajlm-1092	65	32	services	service	NOUN
ajlm-1092	65	33	)	)	PUNCT
ajlm-1092	65	34	,	,	PUNCT
ajlm-1092	65	35	improve	improve	VERB
ajlm-1092	65	36	the	the	DET
ajlm-1092	65	37	quality	quality	NOUN
ajlm-1092	65	38	of	of	ADP
ajlm-1092	65	39	the	the	DET
ajlm-1092	65	40	programme	programme	NOUN
ajlm-1092	65	41	and	and	CCONJ
ajlm-1092	65	42	manage	manage	VERB
ajlm-1092	65	43	the	the	DET
ajlm-1092	65	44	programme	programme	NOUN
ajlm-1092	65	45	more	more	ADV
ajlm-1092	65	46	effectively	effectively	ADV
ajlm-1092	65	47	.	.	PUNCT
ajlm-1092	66	1	table	table	NOUN
ajlm-1092	66	2	1	1	NUM
ajlm-1092	66	3	:	:	PUNCT
ajlm-1092	66	4	 	 	SPACE
ajlm-1092	67	1	key	key	ADJ
ajlm-1092	67	2	topics	topic	NOUN
ajlm-1092	67	3	covered	cover	VERB
ajlm-1092	67	4	during	during	ADP
ajlm-1092	67	5	the	the	DET
ajlm-1092	67	6	2018	2018	NUM
ajlm-1092	67	7	tb	tb	ADP
ajlm-1092	67	8	data	datum	NOUN
ajlm-1092	67	9	fellowship	fellowship	NOUN
ajlm-1092	67	10	training	training	NOUN
ajlm-1092	67	11	.	.	PUNCT
ajlm-1092	68	1	key	key	ADJ
ajlm-1092	68	2	insights	insight	NOUN
ajlm-1092	68	3	from	from	ADP
ajlm-1092	68	4	the	the	DET
ajlm-1092	68	5	programme	programme	NOUN
ajlm-1092	68	6	the	the	DET
ajlm-1092	68	7	training	training	NOUN
ajlm-1092	68	8	has	have	AUX
ajlm-1092	68	9	yielded	yield	VERB
ajlm-1092	68	10	new	new	ADJ
ajlm-1092	68	11	country	country	NOUN
ajlm-1092	68	12	-	-	PUNCT
ajlm-1092	68	13	level	level	NOUN
ajlm-1092	68	14	insights	insight	NOUN
ajlm-1092	68	15	and	and	CCONJ
ajlm-1092	68	16	programme	programme	NOUN
ajlm-1092	68	17	improvements	improvement	NOUN
ajlm-1092	68	18	due	due	ADJ
ajlm-1092	68	19	to	to	ADP
ajlm-1092	68	20	improved	improve	VERB
ajlm-1092	68	21	data	data	NOUN
ajlm-1092	68	22	use	use	NOUN
ajlm-1092	68	23	and	and	CCONJ
ajlm-1092	68	24	decision	decision	NOUN
ajlm-1092	68	25	making	making	NOUN
ajlm-1092	68	26	as	as	SCONJ
ajlm-1092	68	27	demonstrated	demonstrate	VERB
ajlm-1092	68	28	by	by	ADP
ajlm-1092	68	29	numerous	numerous	ADJ
ajlm-1092	68	30	technical	technical	ADJ
ajlm-1092	68	31	reports	report	NOUN
ajlm-1092	68	32	,	,	PUNCT
ajlm-1092	68	33	conference	conference	NOUN
ajlm-1092	68	34	abstracts	abstract	NOUN
ajlm-1092	68	35	and	and	CCONJ
ajlm-1092	68	36	presentations	presentation	NOUN
ajlm-1092	68	37	.	.	PUNCT
ajlm-1092	69	1	for	for	ADP
ajlm-1092	69	2	example	example	NOUN
ajlm-1092	69	3	,	,	PUNCT
ajlm-1092	69	4	in	in	ADP
ajlm-1092	69	5	bangladesh	bangladesh	NOUN
ajlm-1092	69	6	,	,	PUNCT
ajlm-1092	69	7	participants	participant	NOUN
ajlm-1092	69	8	have	have	AUX
ajlm-1092	69	9	used	use	VERB
ajlm-1092	69	10	data	datum	NOUN
ajlm-1092	69	11	about	about	ADP
ajlm-1092	69	12	instrument	instrument	NOUN
ajlm-1092	69	13	utilisation	utilisation	NOUN
ajlm-1092	69	14	rates	rate	NOUN
ajlm-1092	69	15	to	to	PART
ajlm-1092	69	16	influence	influence	VERB
ajlm-1092	69	17	the	the	DET
ajlm-1092	69	18	ntp	ntp	NOUN
ajlm-1092	69	19	to	to	PART
ajlm-1092	69	20	improve	improve	VERB
ajlm-1092	69	21	referral	referral	ADJ
ajlm-1092	69	22	mechanisms	mechanism	NOUN
ajlm-1092	69	23	for	for	ADP
ajlm-1092	69	24	underperforming	underperform	VERB
ajlm-1092	69	25	sites	site	NOUN
ajlm-1092	69	26	and	and	CCONJ
ajlm-1092	69	27	further	further	ADJ
ajlm-1092	69	28	optimise	optimise	ADJ
ajlm-1092	69	29	genexpert	genexpert	ADJ
ajlm-1092	69	30	placement	placement	NOUN
ajlm-1092	69	31	within	within	ADP
ajlm-1092	69	32	their	their	PRON
ajlm-1092	69	33	ntp	ntp	NOUN
ajlm-1092	69	34	to	to	PART
ajlm-1092	69	35	better	well	ADV
ajlm-1092	69	36	meet	meet	VERB
ajlm-1092	69	37	testing	testing	NOUN
ajlm-1092	69	38	demand.12	demand.12	NOUN
ajlm-1092	69	39	these	these	DET
ajlm-1092	69	40	insights	insight	NOUN
ajlm-1092	69	41	have	have	AUX
ajlm-1092	69	42	also	also	ADV
ajlm-1092	69	43	helped	help	VERB
ajlm-1092	69	44	the	the	DET
ajlm-1092	69	45	ntp	ntp	NOUN
ajlm-1092	69	46	plan	plan	NOUN
ajlm-1092	69	47	for	for	ADP
ajlm-1092	69	48	future	future	ADJ
ajlm-1092	69	49	placement	placement	NOUN
ajlm-1092	69	50	of	of	ADP
ajlm-1092	69	51	additional	additional	ADJ
ajlm-1092	69	52	genexpert	genexpert	ADJ
ajlm-1092	69	53	machines	machine	NOUN
ajlm-1092	69	54	.	.	PUNCT
ajlm-1092	70	1	in	in	ADP
ajlm-1092	70	2	ethiopia	ethiopia	PROPN
ajlm-1092	70	3	,	,	PUNCT
ajlm-1092	70	4	analysis	analysis	NOUN
ajlm-1092	70	5	of	of	ADP
ajlm-1092	70	6	instrument	instrument	NOUN
ajlm-1092	70	7	utilisation	utilisation	NOUN
ajlm-1092	70	8	and	and	CCONJ
ajlm-1092	70	9	subsequent	subsequent	ADJ
ajlm-1092	70	10	proactive	proactive	ADJ
ajlm-1092	70	11	monitoring	monitoring	NOUN
ajlm-1092	70	12	have	have	AUX
ajlm-1092	70	13	led	lead	VERB
ajlm-1092	70	14	to	to	ADP
ajlm-1092	70	15	an	an	DET
ajlm-1092	70	16	improvement	improvement	NOUN
ajlm-1092	70	17	in	in	ADP
ajlm-1092	70	18	utilisation	utilisation	NOUN
ajlm-1092	70	19	,	,	PUNCT
ajlm-1092	70	20	from	from	ADP
ajlm-1092	70	21	28	28	NUM
ajlm-1092	70	22	%	%	NOUN
ajlm-1092	70	23	to	to	ADP
ajlm-1092	70	24	75%.13	75%.13	NUM
ajlm-1092	70	25	such	such	ADJ
ajlm-1092	70	26	dramatic	dramatic	ADJ
ajlm-1092	70	27	improvements	improvement	NOUN
ajlm-1092	70	28	can	can	AUX
ajlm-1092	70	29	translate	translate	VERB
ajlm-1092	70	30	immediately	immediately	ADV
ajlm-1092	70	31	into	into	ADP
ajlm-1092	70	32	programme	programme	NOUN
ajlm-1092	70	33	return	return	NOUN
ajlm-1092	70	34	on	on	ADP
ajlm-1092	70	35	investment	investment	NOUN
ajlm-1092	70	36	–	–	PUNCT
ajlm-1092	70	37	whereby	whereby	SCONJ
ajlm-1092	70	38	tuberculosis	tuberculosis	NOUN
ajlm-1092	70	39	programmes	programme	NOUN
ajlm-1092	70	40	can	can	AUX
ajlm-1092	70	41	make	make	VERB
ajlm-1092	70	42	existing	exist	VERB
ajlm-1092	70	43	resources	resource	NOUN
ajlm-1092	70	44	go	go	VERB
ajlm-1092	70	45	much	much	ADV
ajlm-1092	70	46	farther	far	ADV
ajlm-1092	70	47	than	than	SCONJ
ajlm-1092	70	48	expected	expect	VERB
ajlm-1092	70	49	and	and	CCONJ
ajlm-1092	70	50	deploy	deploy	VERB
ajlm-1092	70	51	resources	resource	NOUN
ajlm-1092	70	52	more	more	ADV
ajlm-1092	70	53	effectively	effectively	ADV
ajlm-1092	70	54	when	when	SCONJ
ajlm-1092	70	55	receiving	receive	VERB
ajlm-1092	70	56	future	future	ADJ
ajlm-1092	70	57	grants	grant	NOUN
ajlm-1092	70	58	or	or	CCONJ
ajlm-1092	70	59	allocating	allocate	VERB
ajlm-1092	70	60	domestic	domestic	ADJ
ajlm-1092	70	61	budgets	budget	NOUN
ajlm-1092	70	62	.	.	PUNCT
ajlm-1092	71	1	by	by	ADP
ajlm-1092	71	2	teaching	teach	VERB
ajlm-1092	71	3	participants	participant	NOUN
ajlm-1092	71	4	how	how	SCONJ
ajlm-1092	71	5	to	to	PART
ajlm-1092	71	6	monitor	monitor	VERB
ajlm-1092	71	7	unreportable	unreportable	ADJ
ajlm-1092	71	8	test	test	NOUN
ajlm-1092	71	9	rates	rate	NOUN
ajlm-1092	71	10	or	or	CCONJ
ajlm-1092	71	11	the	the	DET
ajlm-1092	71	12	number	number	NOUN
ajlm-1092	71	13	of	of	ADP
ajlm-1092	71	14	tests	test	NOUN
ajlm-1092	71	15	resulting	result	VERB
ajlm-1092	71	16	in	in	ADP
ajlm-1092	71	17	errors	error	NOUN
ajlm-1092	71	18	,	,	PUNCT
ajlm-1092	71	19	no	no	DET
ajlm-1092	71	20	results	result	NOUN
ajlm-1092	71	21	and	and	CCONJ
ajlm-1092	71	22	invalid	invalid	ADJ
ajlm-1092	71	23	results	result	NOUN
ajlm-1092	71	24	,	,	PUNCT
ajlm-1092	71	25	programme	programme	NOUN
ajlm-1092	71	26	efficiency	efficiency	NOUN
ajlm-1092	71	27	and	and	CCONJ
ajlm-1092	71	28	response	response	NOUN
ajlm-1092	71	29	speed	speed	NOUN
ajlm-1092	71	30	can	can	AUX
ajlm-1092	71	31	be	be	AUX
ajlm-1092	71	32	improved	improve	VERB
ajlm-1092	71	33	.	.	PUNCT
ajlm-1092	72	1	unreportable	unreportable	ADJ
ajlm-1092	72	2	or	or	CCONJ
ajlm-1092	72	3	unsuccessful	unsuccessful	ADJ
ajlm-1092	72	4	tests	test	NOUN
ajlm-1092	72	5	do	do	AUX
ajlm-1092	72	6	not	not	PART
ajlm-1092	72	7	provide	provide	VERB
ajlm-1092	72	8	a	a	DET
ajlm-1092	72	9	clinically	clinically	ADV
ajlm-1092	72	10	valid	valid	ADJ
ajlm-1092	72	11	result	result	NOUN
ajlm-1092	72	12	to	to	ADP
ajlm-1092	72	13	the	the	DET
ajlm-1092	72	14	patient	patient	NOUN
ajlm-1092	72	15	and	and	CCONJ
ajlm-1092	72	16	thus	thus	ADV
ajlm-1092	72	17	need	need	VERB
ajlm-1092	72	18	to	to	PART
ajlm-1092	72	19	be	be	AUX
ajlm-1092	72	20	repeated	repeat	VERB
ajlm-1092	72	21	.	.	PUNCT
ajlm-1092	73	1	besides	besides	SCONJ
ajlm-1092	73	2	the	the	DET
ajlm-1092	73	3	cost	cost	NOUN
ajlm-1092	73	4	in	in	ADP
ajlm-1092	73	5	‘	'	PUNCT
ajlm-1092	73	6	lost	lost	ADJ
ajlm-1092	73	7	’	'	PUNCT
ajlm-1092	73	8	cartridges	cartridge	NOUN
ajlm-1092	73	9	,	,	PUNCT
ajlm-1092	73	10	when	when	SCONJ
ajlm-1092	73	11	one	one	PRON
ajlm-1092	73	12	considers	consider	VERB
ajlm-1092	73	13	that	that	SCONJ
ajlm-1092	73	14	the	the	DET
ajlm-1092	73	15	actual	actual	ADJ
ajlm-1092	73	16	cost	cost	NOUN
ajlm-1092	73	17	per	per	ADP
ajlm-1092	73	18	test	test	NOUN
ajlm-1092	73	19	performed	perform	VERB
ajlm-1092	73	20	has	have	AUX
ajlm-1092	73	21	been	be	AUX
ajlm-1092	73	22	estimated	estimate	VERB
ajlm-1092	73	23	at	at	ADP
ajlm-1092	73	24	$	$	SYM
ajlm-1092	73	25	23.00	23.00	NUM
ajlm-1092	73	26	(	(	PUNCT
ajlm-1092	73	27	united	united	PROPN
ajlm-1092	73	28	states	states	PROPN
ajlm-1092	73	29	dollors	dollor	NOUN
ajlm-1092	73	30	[	[	X
ajlm-1092	73	31	usd	usd	NOUN
ajlm-1092	73	32	]	]	PUNCT
ajlm-1092	73	33	)	)	PUNCT
ajlm-1092	73	34	and	and	CCONJ
ajlm-1092	73	35	the	the	DET
ajlm-1092	73	36	cost	cost	NOUN
ajlm-1092	73	37	per	per	ADP
ajlm-1092	73	38	diagnosis	diagnosis	NOUN
ajlm-1092	73	39	at	at	ADP
ajlm-1092	73	40	$	$	SYM
ajlm-1092	73	41	99.00	99.00	NUM
ajlm-1092	73	42	usd,14	usd,14	ADV
ajlm-1092	73	43	unsuccessful	unsuccessful	ADJ
ajlm-1092	73	44	tests	test	NOUN
ajlm-1092	73	45	represent	represent	VERB
ajlm-1092	73	46	a	a	DET
ajlm-1092	73	47	significant	significant	ADJ
ajlm-1092	73	48	cost	cost	NOUN
ajlm-1092	73	49	to	to	ADP
ajlm-1092	73	50	the	the	DET
ajlm-1092	73	51	health	health	NOUN
ajlm-1092	73	52	system	system	NOUN
ajlm-1092	73	53	.	.	PUNCT
ajlm-1092	74	1	the	the	DET
ajlm-1092	74	2	majority	majority	NOUN
ajlm-1092	74	3	of	of	ADP
ajlm-1092	74	4	unsuccessful	unsuccessful	ADJ
ajlm-1092	74	5	tests	test	NOUN
ajlm-1092	74	6	are	be	AUX
ajlm-1092	74	7	due	due	ADJ
ajlm-1092	74	8	to	to	ADP
ajlm-1092	74	9	error	error	NOUN
ajlm-1092	74	10	results	result	NOUN
ajlm-1092	74	11	and	and	CCONJ
ajlm-1092	74	12	can	can	AUX
ajlm-1092	74	13	,	,	PUNCT
ajlm-1092	74	14	to	to	ADP
ajlm-1092	74	15	a	a	DET
ajlm-1092	74	16	large	large	ADJ
ajlm-1092	74	17	extent	extent	NOUN
ajlm-1092	74	18	,	,	PUNCT
ajlm-1092	74	19	be	be	AUX
ajlm-1092	74	20	corrected	correct	VERB
ajlm-1092	74	21	.	.	PUNCT
ajlm-1092	75	1	unfortunately	unfortunately	ADV
ajlm-1092	75	2	,	,	PUNCT
ajlm-1092	75	3	countries	country	NOUN
ajlm-1092	75	4	seldom	seldom	ADV
ajlm-1092	75	5	know	know	VERB
ajlm-1092	75	6	how	how	SCONJ
ajlm-1092	75	7	to	to	PART
ajlm-1092	75	8	interpret	interpret	VERB
ajlm-1092	75	9	error	error	NOUN
ajlm-1092	75	10	codes	code	NOUN
ajlm-1092	75	11	to	to	PART
ajlm-1092	75	12	inform	inform	VERB
ajlm-1092	75	13	appropriate	appropriate	ADJ
ajlm-1092	75	14	corrective	corrective	ADJ
ajlm-1092	75	15	actions	action	NOUN
ajlm-1092	75	16	.	.	PUNCT
ajlm-1092	76	1	the	the	DET
ajlm-1092	76	2	tdf	tdf	PROPN
ajlm-1092	76	3	helped	help	VERB
ajlm-1092	76	4	participants	participant	NOUN
ajlm-1092	76	5	categorise	categorise	VERB
ajlm-1092	76	6	error	error	NOUN
ajlm-1092	76	7	codes	code	NOUN
ajlm-1092	76	8	according	accord	VERB
ajlm-1092	76	9	to	to	ADP
ajlm-1092	76	10	their	their	PRON
ajlm-1092	76	11	suspected	suspect	VERB
ajlm-1092	76	12	sources	source	NOUN
ajlm-1092	76	13	and	and	CCONJ
ajlm-1092	76	14	,	,	PUNCT
ajlm-1092	76	15	through	through	ADP
ajlm-1092	76	16	doing	do	VERB
ajlm-1092	76	17	this	this	PRON
ajlm-1092	76	18	,	,	PUNCT
ajlm-1092	76	19	identify	identify	VERB
ajlm-1092	76	20	the	the	DET
ajlm-1092	76	21	most	most	ADV
ajlm-1092	76	22	frequent	frequent	ADJ
ajlm-1092	76	23	types	type	NOUN
ajlm-1092	76	24	of	of	ADP
ajlm-1092	76	25	errors	error	NOUN
ajlm-1092	76	26	to	to	PART
ajlm-1092	76	27	troubleshoot	troubleshoot	VERB
ajlm-1092	76	28	while	while	SCONJ
ajlm-1092	76	29	pinpointing	pinpoint	VERB
ajlm-1092	76	30	the	the	DET
ajlm-1092	76	31	sites	site	NOUN
ajlm-1092	76	32	needing	need	VERB
ajlm-1092	76	33	supervision	supervision	NOUN
ajlm-1092	76	34	and	and	CCONJ
ajlm-1092	76	35	follow	follow	NOUN
ajlm-1092	76	36	-	-	PUNCT
ajlm-1092	76	37	up	up	NOUN
ajlm-1092	76	38	.	.	PUNCT
ajlm-1092	77	1	this	this	DET
ajlm-1092	77	2	real	real	ADJ
ajlm-1092	77	3	-	-	PUNCT
ajlm-1092	77	4	time	time	NOUN
ajlm-1092	77	5	support	support	NOUN
ajlm-1092	77	6	is	be	AUX
ajlm-1092	77	7	less	less	ADV
ajlm-1092	77	8	costly	costly	ADJ
ajlm-1092	77	9	compared	compare	VERB
ajlm-1092	77	10	to	to	ADP
ajlm-1092	77	11	conventional	conventional	ADJ
ajlm-1092	77	12	monitoring	monitoring	NOUN
ajlm-1092	77	13	,	,	PUNCT
ajlm-1092	77	14	which	which	PRON
ajlm-1092	77	15	requires	require	VERB
ajlm-1092	77	16	a	a	DET
ajlm-1092	77	17	person	person	NOUN
ajlm-1092	77	18	to	to	PART
ajlm-1092	77	19	visit	visit	VERB
ajlm-1092	77	20	sites	site	NOUN
ajlm-1092	77	21	to	to	PART
ajlm-1092	77	22	troubleshoot	troubleshoot	VERB
ajlm-1092	77	23	issues	issue	NOUN
ajlm-1092	77	24	,	,	PUNCT
ajlm-1092	77	25	without	without	ADP
ajlm-1092	77	26	any	any	DET
ajlm-1092	77	27	understanding	understanding	NOUN
ajlm-1092	77	28	of	of	ADP
ajlm-1092	77	29	which	which	PRON
ajlm-1092	77	30	issues	issue	NOUN
ajlm-1092	77	31	pertain	pertain	VERB
ajlm-1092	77	32	to	to	PART
ajlm-1092	77	33	which	which	PRON
ajlm-1092	77	34	sites	site	NOUN
ajlm-1092	77	35	.	.	PUNCT
ajlm-1092	78	1	across	across	ADP
ajlm-1092	78	2	all	all	DET
ajlm-1092	78	3	participating	participate	VERB
ajlm-1092	78	4	countries	country	NOUN
ajlm-1092	78	5	,	,	PUNCT
ajlm-1092	78	6	the	the	DET
ajlm-1092	78	7	majority	majority	NOUN
ajlm-1092	78	8	of	of	ADP
ajlm-1092	78	9	errors	error	NOUN
ajlm-1092	78	10	were	be	AUX
ajlm-1092	78	11	user	user	NOUN
ajlm-1092	78	12	or	or	CCONJ
ajlm-1092	78	13	technical	technical	ADJ
ajlm-1092	78	14	errors	error	NOUN
ajlm-1092	78	15	.	.	PUNCT
ajlm-1092	79	1	these	these	DET
ajlm-1092	79	2	errors	error	NOUN
ajlm-1092	79	3	are	be	AUX
ajlm-1092	79	4	associated	associate	VERB
ajlm-1092	79	5	with	with	ADP
ajlm-1092	79	6	incorrect	incorrect	ADJ
ajlm-1092	79	7	specimen	speciman	NOUN
ajlm-1092	79	8	processing	process	VERB
ajlm-1092	79	9	or	or	CCONJ
ajlm-1092	79	10	volumes	volume	NOUN
ajlm-1092	79	11	added	add	VERB
ajlm-1092	79	12	to	to	ADP
ajlm-1092	79	13	the	the	DET
ajlm-1092	79	14	cartridge.15	cartridge.15	NOUN
ajlm-1092	79	15	for	for	ADP
ajlm-1092	79	16	example	example	NOUN
ajlm-1092	79	17	,	,	PUNCT
ajlm-1092	79	18	in	in	ADP
ajlm-1092	79	19	ghana	ghana	PROPN
ajlm-1092	79	20	,	,	PUNCT
ajlm-1092	79	21	up	up	ADP
ajlm-1092	79	22	to	to	PART
ajlm-1092	79	23	67	67	NUM
ajlm-1092	79	24	%	%	NOUN
ajlm-1092	79	25	of	of	ADP
ajlm-1092	79	26	error	error	NOUN
ajlm-1092	79	27	results	result	NOUN
ajlm-1092	79	28	were	be	AUX
ajlm-1092	79	29	identified	identify	VERB
ajlm-1092	79	30	as	as	ADP
ajlm-1092	79	31	user	user	NOUN
ajlm-1092	79	32	related	relate	VERB
ajlm-1092	79	33	,	,	PUNCT
ajlm-1092	79	34	and	and	CCONJ
ajlm-1092	79	35	this	this	DET
ajlm-1092	79	36	insight	insight	NOUN
ajlm-1092	79	37	has	have	AUX
ajlm-1092	79	38	led	lead	VERB
ajlm-1092	79	39	to	to	ADP
ajlm-1092	79	40	the	the	DET
ajlm-1092	79	41	introduction	introduction	NOUN
ajlm-1092	79	42	of	of	ADP
ajlm-1092	79	43	refresher	refresher	NOUN
ajlm-1092	79	44	training	training	NOUN
ajlm-1092	79	45	and	and	CCONJ
ajlm-1092	79	46	targeted	target	VERB
ajlm-1092	79	47	supervision	supervision	NOUN
ajlm-1092	79	48	for	for	ADP
ajlm-1092	79	49	sites.16	sites.16	PROPN
ajlm-1092	79	50	the	the	DET
ajlm-1092	79	51	same	same	ADJ
ajlm-1092	79	52	issue	issue	NOUN
ajlm-1092	79	53	was	be	AUX
ajlm-1092	79	54	identified	identify	VERB
ajlm-1092	79	55	in	in	ADP
ajlm-1092	79	56	nigeria	nigeria	PROPN
ajlm-1092	79	57	and	and	CCONJ
ajlm-1092	79	58	bangladesh	bangladesh	PROPN
ajlm-1092	79	59	,	,	PUNCT
ajlm-1092	79	60	where	where	SCONJ
ajlm-1092	79	61	both	both	DET
ajlm-1092	79	62	programmes	programme	NOUN
ajlm-1092	79	63	have	have	AUX
ajlm-1092	79	64	managed	manage	VERB
ajlm-1092	79	65	to	to	PART
ajlm-1092	79	66	reduce	reduce	VERB
ajlm-1092	79	67	their	their	PRON
ajlm-1092	79	68	national	national	ADJ
ajlm-1092	79	69	error	error	NOUN
ajlm-1092	79	70	rates	rate	NOUN
ajlm-1092	79	71	due	due	ADJ
ajlm-1092	79	72	to	to	ADP
ajlm-1092	79	73	targeted	target	VERB
ajlm-1092	79	74	supervision	supervision	NOUN
ajlm-1092	79	75	,	,	PUNCT
ajlm-1092	79	76	refresher	refresher	NOUN
ajlm-1092	79	77	training	training	NOUN
ajlm-1092	79	78	for	for	ADP
ajlm-1092	79	79	laboratory	laboratory	NOUN
ajlm-1092	79	80	staff	staff	NOUN
ajlm-1092	79	81	and	and	CCONJ
ajlm-1092	79	82	regular	regular	ADJ
ajlm-1092	79	83	feedback	feedback	NOUN
ajlm-1092	79	84	to	to	ADP
ajlm-1092	79	85	laboratories	laboratory	NOUN
ajlm-1092	79	86	aimed	aim	VERB
ajlm-1092	79	87	at	at	ADP
ajlm-1092	79	88	addressing	address	VERB
ajlm-1092	79	89	the	the	DET
ajlm-1092	79	90	high	high	ADJ
ajlm-1092	79	91	incidence	incidence	NOUN
ajlm-1092	79	92	of	of	ADP
ajlm-1092	79	93	these	these	DET
ajlm-1092	79	94	user	user	NOUN
ajlm-1092	79	95	related	relate	VERB
ajlm-1092	79	96	errors.12,17	errors.12,17	NOUN
ajlm-1092	79	97	another	another	DET
ajlm-1092	79	98	focus	focus	NOUN
ajlm-1092	79	99	area	area	NOUN
ajlm-1092	79	100	of	of	ADP
ajlm-1092	79	101	the	the	DET
ajlm-1092	79	102	tdf	tdf	NOUN
ajlm-1092	79	103	training	training	NOUN
ajlm-1092	79	104	that	that	PRON
ajlm-1092	79	105	has	have	AUX
ajlm-1092	79	106	led	lead	VERB
ajlm-1092	79	107	to	to	ADP
ajlm-1092	79	108	significant	significant	ADJ
ajlm-1092	79	109	programmatic	programmatic	ADJ
ajlm-1092	79	110	improvement	improvement	NOUN
ajlm-1092	79	111	is	be	AUX
ajlm-1092	79	112	the	the	DET
ajlm-1092	79	113	monitoring	monitoring	NOUN
ajlm-1092	79	114	of	of	ADP
ajlm-1092	79	115	testing	test	VERB
ajlm-1092	79	116	fleet	fleet	NOUN
ajlm-1092	79	117	and	and	CCONJ
ajlm-1092	79	118	instrument	instrument	NOUN
ajlm-1092	79	119	downtime	downtime	PROPN
ajlm-1092	79	120	.	.	PUNCT
ajlm-1092	80	1	a	a	DET
ajlm-1092	80	2	challenge	challenge	NOUN
ajlm-1092	80	3	faced	face	VERB
ajlm-1092	80	4	by	by	ADP
ajlm-1092	80	5	many	many	ADJ
ajlm-1092	80	6	tuberculosis	tuberculosis	NOUN
ajlm-1092	80	7	programmes	programme	NOUN
ajlm-1092	80	8	is	be	AUX
ajlm-1092	80	9	that	that	SCONJ
ajlm-1092	80	10	genexpert	genexpert	PROPN
ajlm-1092	80	11	instruments	instrument	NOUN
ajlm-1092	80	12	are	be	AUX
ajlm-1092	80	13	often	often	ADV
ajlm-1092	80	14	located	locate	VERB
ajlm-1092	80	15	at	at	ADP
ajlm-1092	80	16	remote	remote	ADJ
ajlm-1092	80	17	facilities	facility	NOUN
ajlm-1092	80	18	,	,	PUNCT
ajlm-1092	80	19	leading	lead	VERB
ajlm-1092	80	20	to	to	ADP
ajlm-1092	80	21	delays	delay	NOUN
ajlm-1092	80	22	in	in	ADP
ajlm-1092	80	23	maintenance	maintenance	NOUN
ajlm-1092	80	24	and	and	CCONJ
ajlm-1092	80	25	replacement	replacement	NOUN
ajlm-1092	80	26	of	of	ADP
ajlm-1092	80	27	broken	broken	ADJ
ajlm-1092	80	28	modules	module	NOUN
ajlm-1092	80	29	.	.	PUNCT
ajlm-1092	81	1	by	by	ADP
ajlm-1092	81	2	monitoring	monitor	VERB
ajlm-1092	81	3	trends	trend	NOUN
ajlm-1092	81	4	in	in	ADP
ajlm-1092	81	5	how	how	SCONJ
ajlm-1092	81	6	instruments	instrument	NOUN
ajlm-1092	81	7	report	report	VERB
ajlm-1092	81	8	in	in	ADP
ajlm-1092	81	9	real	real	ADJ
ajlm-1092	81	10	-	-	PUNCT
ajlm-1092	81	11	time	time	NOUN
ajlm-1092	81	12	through	through	ADP
ajlm-1092	81	13	connectivity	connectivity	NOUN
ajlm-1092	81	14	tools	tool	NOUN
ajlm-1092	81	15	,	,	PUNCT
ajlm-1092	81	16	the	the	DET
ajlm-1092	81	17	bangladesh	bangladesh	NOUN
ajlm-1092	81	18	ntp	ntp	NOUN
ajlm-1092	81	19	are	be	AUX
ajlm-1092	81	20	now	now	ADV
ajlm-1092	81	21	identifying	identify	VERB
ajlm-1092	81	22	directly	directly	ADV
ajlm-1092	81	23	when	when	SCONJ
ajlm-1092	81	24	modules	module	NOUN
ajlm-1092	81	25	are	be	AUX
ajlm-1092	81	26	down	down	ADV
ajlm-1092	81	27	or	or	CCONJ
ajlm-1092	81	28	instruments	instrument	NOUN
ajlm-1092	81	29	require	require	VERB
ajlm-1092	81	30	calibration	calibration	NOUN
ajlm-1092	81	31	.	.	PUNCT
ajlm-1092	82	1	through	through	ADP
ajlm-1092	82	2	this	this	DET
ajlm-1092	82	3	real	real	ADJ
ajlm-1092	82	4	-	-	PUNCT
ajlm-1092	82	5	time	time	NOUN
ajlm-1092	82	6	monitoring	monitoring	NOUN
ajlm-1092	82	7	of	of	ADP
ajlm-1092	82	8	instrument	instrument	NOUN
ajlm-1092	82	9	performance	performance	NOUN
ajlm-1092	82	10	,	,	PUNCT
ajlm-1092	82	11	bangladesh	bangladesh	NOUN
ajlm-1092	82	12	has	have	AUX
ajlm-1092	82	13	managed	manage	VERB
ajlm-1092	82	14	to	to	PART
ajlm-1092	82	15	reduce	reduce	VERB
ajlm-1092	82	16	instrument	instrument	NOUN
ajlm-1092	82	17	maintenance	maintenance	NOUN
ajlm-1092	82	18	turn	turn	NOUN
ajlm-1092	82	19	-	-	PUNCT
ajlm-1092	82	20	around	around	ADP
ajlm-1092	82	21	time	time	NOUN
ajlm-1092	82	22	from	from	ADP
ajlm-1092	82	23	anywhere	anywhere	ADV
ajlm-1092	82	24	between	between	ADP
ajlm-1092	82	25	5	5	NUM
ajlm-1092	82	26	and	and	CCONJ
ajlm-1092	82	27	14	14	NUM
ajlm-1092	82	28	months	month	NOUN
ajlm-1092	82	29	to	to	ADP
ajlm-1092	82	30	just	just	ADV
ajlm-1092	82	31	2	2	NUM
ajlm-1092	82	32	weeks	week	NOUN
ajlm-1092	82	33	,	,	PUNCT
ajlm-1092	82	34	and	and	CCONJ
ajlm-1092	82	35	is	be	AUX
ajlm-1092	82	36	now	now	ADV
ajlm-1092	82	37	also	also	ADV
ajlm-1092	82	38	maintaining	maintain	VERB
ajlm-1092	82	39	90	90	NUM
ajlm-1092	82	40	%	%	NOUN
ajlm-1092	82	41	module	module	NOUN
ajlm-1092	82	42	functionality.12	functionality.12	PROPN
ajlm-1092	82	43	ethical	ethical	ADJ
ajlm-1092	82	44	considerations	consideration	NOUN
ajlm-1092	82	45	ethical	ethical	ADJ
ajlm-1092	82	46	clearance	clearance	NOUN
ajlm-1092	82	47	was	be	AUX
ajlm-1092	82	48	not	not	PART
ajlm-1092	82	49	required	require	VERB
ajlm-1092	82	50	for	for	ADP
ajlm-1092	82	51	this	this	DET
ajlm-1092	82	52	study	study	NOUN
ajlm-1092	82	53	.	.	PUNCT
ajlm-1092	83	1	discussion	discussion	NOUN
ajlm-1092	83	2	various	various	ADJ
ajlm-1092	83	3	connectivity	connectivity	NOUN
ajlm-1092	83	4	solutions	solution	NOUN
ajlm-1092	83	5	exist	exist	VERB
ajlm-1092	83	6	to	to	PART
ajlm-1092	83	7	collect	collect	VERB
ajlm-1092	83	8	diagnostic	diagnostic	ADJ
ajlm-1092	83	9	data	datum	NOUN
ajlm-1092	83	10	,	,	PUNCT
ajlm-1092	83	11	some	some	PRON
ajlm-1092	83	12	of	of	ADP
ajlm-1092	83	13	which	which	PRON
ajlm-1092	83	14	have	have	AUX
ajlm-1092	83	15	already	already	ADV
ajlm-1092	83	16	been	be	AUX
ajlm-1092	83	17	adopted	adopt	VERB
ajlm-1092	83	18	widely	widely	ADV
ajlm-1092	83	19	.	.	PUNCT
ajlm-1092	84	1	connectivity	connectivity	NOUN
ajlm-1092	84	2	tools	tool	NOUN
ajlm-1092	84	3	can	can	AUX
ajlm-1092	84	4	play	play	VERB
ajlm-1092	84	5	a	a	DET
ajlm-1092	84	6	major	major	ADJ
ajlm-1092	84	7	role	role	NOUN
ajlm-1092	84	8	in	in	ADP
ajlm-1092	84	9	addressing	address	VERB
ajlm-1092	84	10	many	many	ADJ
ajlm-1092	84	11	of	of	ADP
ajlm-1092	84	12	the	the	DET
ajlm-1092	84	13	challenges	challenge	NOUN
ajlm-1092	84	14	that	that	PRON
ajlm-1092	84	15	tuberculosis	tuberculosis	NOUN
ajlm-1092	84	16	programmes	programme	NOUN
ajlm-1092	84	17	face	face	VERB
ajlm-1092	84	18	by	by	ADP
ajlm-1092	84	19	facilitating	facilitate	VERB
ajlm-1092	84	20	the	the	DET
ajlm-1092	84	21	central	central	ADJ
ajlm-1092	84	22	collection	collection	NOUN
ajlm-1092	84	23	and	and	CCONJ
ajlm-1092	84	24	aggregation	aggregation	NOUN
ajlm-1092	84	25	of	of	ADP
ajlm-1092	84	26	diagnostic	diagnostic	ADJ
ajlm-1092	84	27	instrument	instrument	NOUN
ajlm-1092	84	28	data	datum	NOUN
ajlm-1092	84	29	so	so	SCONJ
ajlm-1092	84	30	that	that	SCONJ
ajlm-1092	84	31	it	it	PRON
ajlm-1092	84	32	can	can	AUX
ajlm-1092	84	33	be	be	AUX
ajlm-1092	84	34	analysed	analyse	VERB
ajlm-1092	84	35	.	.	PUNCT
ajlm-1092	85	1	however	however	ADV
ajlm-1092	85	2	,	,	PUNCT
ajlm-1092	85	3	the	the	DET
ajlm-1092	85	4	introduction	introduction	NOUN
ajlm-1092	85	5	of	of	ADP
ajlm-1092	85	6	connectivity	connectivity	NOUN
ajlm-1092	85	7	tools	tool	NOUN
ajlm-1092	85	8	is	be	AUX
ajlm-1092	85	9	not	not	PART
ajlm-1092	85	10	sufficient	sufficient	ADJ
ajlm-1092	85	11	to	to	PART
ajlm-1092	85	12	ensure	ensure	VERB
ajlm-1092	85	13	improved	improved	ADJ
ajlm-1092	85	14	programme	programme	NOUN
ajlm-1092	85	15	management	management	NOUN
ajlm-1092	85	16	.	.	PUNCT
ajlm-1092	86	1	well	well	ADV
ajlm-1092	86	2	-	-	PUNCT
ajlm-1092	86	3	functioning	function	VERB
ajlm-1092	86	4	health	health	NOUN
ajlm-1092	86	5	systems	system	NOUN
ajlm-1092	86	6	need	need	VERB
ajlm-1092	86	7	to	to	PART
ajlm-1092	86	8	utilise	utilise	VERB
ajlm-1092	86	9	this	this	DET
ajlm-1092	86	10	data	datum	NOUN
ajlm-1092	86	11	at	at	ADP
ajlm-1092	86	12	all	all	DET
ajlm-1092	86	13	levels	level	NOUN
ajlm-1092	86	14	in	in	ADP
ajlm-1092	86	15	order	order	NOUN
ajlm-1092	86	16	to	to	PART
ajlm-1092	86	17	drive	drive	VERB
ajlm-1092	86	18	evidence	evidence	NOUN
ajlm-1092	86	19	-	-	PUNCT
ajlm-1092	86	20	based	base	VERB
ajlm-1092	86	21	decisions	decision	NOUN
ajlm-1092	86	22	and	and	CCONJ
ajlm-1092	86	23	interventions	intervention	NOUN
ajlm-1092	86	24	to	to	PART
ajlm-1092	86	25	improve	improve	VERB
ajlm-1092	86	26	the	the	DET
ajlm-1092	86	27	quality	quality	NOUN
ajlm-1092	86	28	of	of	ADP
ajlm-1092	86	29	care	care	NOUN
ajlm-1092	86	30	provided.18	provided.18	NOUN
ajlm-1092	86	31	to	to	ADP
ajlm-1092	86	32	our	our	PRON
ajlm-1092	86	33	knowledge	knowledge	NOUN
ajlm-1092	86	34	,	,	PUNCT
ajlm-1092	86	35	the	the	DET
ajlm-1092	86	36	tdf	tdf	PROPN
ajlm-1092	86	37	programme	programme	NOUN
ajlm-1092	86	38	is	be	AUX
ajlm-1092	86	39	the	the	DET
ajlm-1092	86	40	first	first	ADJ
ajlm-1092	86	41	of	of	ADP
ajlm-1092	86	42	its	its	PRON
ajlm-1092	86	43	kind	kind	NOUN
ajlm-1092	86	44	to	to	PART
ajlm-1092	86	45	build	build	VERB
ajlm-1092	86	46	capacity	capacity	NOUN
ajlm-1092	86	47	and	and	CCONJ
ajlm-1092	86	48	resources	resource	NOUN
ajlm-1092	86	49	in	in	ADP
ajlm-1092	86	50	lowand	lowand	ADJ
ajlm-1092	86	51	middle	middle	ADJ
ajlm-1092	86	52	-	-	PUNCT
ajlm-1092	86	53	income	income	NOUN
ajlm-1092	86	54	countries	country	NOUN
ajlm-1092	86	55	for	for	ADP
ajlm-1092	86	56	the	the	DET
ajlm-1092	86	57	analysis	analysis	NOUN
ajlm-1092	86	58	of	of	ADP
ajlm-1092	86	59	tuberculosis	tuberculosis	NOUN
ajlm-1092	86	60	data	datum	NOUN
ajlm-1092	86	61	collected	collect	VERB
ajlm-1092	86	62	from	from	ADP
ajlm-1092	86	63	connected	connected	ADJ
ajlm-1092	86	64	diagnostics	diagnostic	NOUN
ajlm-1092	86	65	.	.	PUNCT
ajlm-1092	87	1	to	to	PART
ajlm-1092	87	2	address	address	VERB
ajlm-1092	87	3	sustainability	sustainability	NOUN
ajlm-1092	87	4	,	,	PUNCT
ajlm-1092	87	5	the	the	DET
ajlm-1092	87	6	programme	programme	NOUN
ajlm-1092	87	7	provided	provide	VERB
ajlm-1092	87	8	participants	participant	NOUN
ajlm-1092	87	9	with	with	ADP
ajlm-1092	87	10	the	the	DET
ajlm-1092	87	11	much	much	ADV
ajlm-1092	87	12	-	-	PUNCT
ajlm-1092	87	13	needed	need	VERB
ajlm-1092	87	14	tools	tool	NOUN
ajlm-1092	87	15	required	require	VERB
ajlm-1092	87	16	to	to	PART
ajlm-1092	87	17	drive	drive	VERB
ajlm-1092	87	18	data	datum	NOUN
ajlm-1092	87	19	analytics	analytic	NOUN
ajlm-1092	87	20	,	,	PUNCT
ajlm-1092	87	21	counting	count	VERB
ajlm-1092	87	22	on	on	ADP
ajlm-1092	87	23	participants	participant	NOUN
ajlm-1092	87	24	to	to	PART
ajlm-1092	87	25	lead	lead	VERB
ajlm-1092	87	26	the	the	DET
ajlm-1092	87	27	ongoing	ongoing	ADJ
ajlm-1092	87	28	analysis	analysis	NOUN
ajlm-1092	87	29	of	of	ADP
ajlm-1092	87	30	tuberculosis	tuberculosis	NOUN
ajlm-1092	87	31	-	-	PUNCT
ajlm-1092	87	32	related	relate	VERB
ajlm-1092	87	33	health	health	NOUN
ajlm-1092	87	34	data	datum	NOUN
ajlm-1092	87	35	from	from	ADP
ajlm-1092	87	36	the	the	DET
ajlm-1092	87	37	national	national	PROPN
ajlm-1092	87	38	genexpert	genexpert	PROPN
ajlm-1092	87	39	programme	programme	NOUN
ajlm-1092	87	40	in	in	ADP
ajlm-1092	87	41	their	their	PRON
ajlm-1092	87	42	respective	respective	ADJ
ajlm-1092	87	43	countries	country	NOUN
ajlm-1092	87	44	.	.	PUNCT
ajlm-1092	88	1	we	we	PRON
ajlm-1092	88	2	chose	choose	VERB
ajlm-1092	88	3	tableau	tableau	PROPN
ajlm-1092	88	4	software	software	NOUN
ajlm-1092	88	5	as	as	ADP
ajlm-1092	88	6	a	a	DET
ajlm-1092	88	7	data	data	NOUN
ajlm-1092	88	8	analytics	analytic	NOUN
ajlm-1092	88	9	and	and	CCONJ
ajlm-1092	88	10	visualisation	visualisation	NOUN
ajlm-1092	88	11	tool	tool	NOUN
ajlm-1092	88	12	,	,	PUNCT
ajlm-1092	88	13	because	because	SCONJ
ajlm-1092	88	14	it	it	PRON
ajlm-1092	88	15	enables	enable	VERB
ajlm-1092	88	16	users	user	NOUN
ajlm-1092	88	17	to	to	PART
ajlm-1092	88	18	explore	explore	VERB
ajlm-1092	88	19	,	,	PUNCT
ajlm-1092	88	20	manipulate	manipulate	VERB
ajlm-1092	88	21	and	and	CCONJ
ajlm-1092	88	22	create	create	VERB
ajlm-1092	88	23	visual	visual	ADJ
ajlm-1092	88	24	representations	representation	NOUN
ajlm-1092	88	25	of	of	ADP
ajlm-1092	88	26	large	large	ADJ
ajlm-1092	88	27	amounts	amount	NOUN
ajlm-1092	88	28	of	of	ADP
ajlm-1092	88	29	data	datum	NOUN
ajlm-1092	88	30	in	in	ADP
ajlm-1092	88	31	order	order	NOUN
ajlm-1092	88	32	to	to	PART
ajlm-1092	88	33	produce	produce	VERB
ajlm-1092	88	34	insights	insight	NOUN
ajlm-1092	88	35	as	as	ADV
ajlm-1092	88	36	well	well	ADV
ajlm-1092	88	37	as	as	ADP
ajlm-1092	88	38	to	to	PART
ajlm-1092	88	39	communicate	communicate	VERB
ajlm-1092	88	40	those	those	DET
ajlm-1092	88	41	insights	insight	NOUN
ajlm-1092	88	42	to	to	ADP
ajlm-1092	88	43	a	a	DET
ajlm-1092	88	44	broader	broad	ADJ
ajlm-1092	88	45	audience	audience	NOUN
ajlm-1092	88	46	.	.	PUNCT
ajlm-1092	89	1	we	we	PRON
ajlm-1092	89	2	leveraged	leverage	VERB
ajlm-1092	89	3	an	an	DET
ajlm-1092	89	4	existing	exist	VERB
ajlm-1092	89	5	connectivity	connectivity	NOUN
ajlm-1092	89	6	footprint	footprint	NOUN
ajlm-1092	89	7	,	,	PUNCT
ajlm-1092	89	8	namely	namely	ADV
ajlm-1092	89	9	the	the	DET
ajlm-1092	89	10	gxalert	gxalert	ADJ
ajlm-1092	89	11	system	system	NOUN
ajlm-1092	89	12	(	(	PUNCT
ajlm-1092	89	13	systemone	systemone	NOUN
ajlm-1092	89	14	,	,	PUNCT
ajlm-1092	89	15	llc	llc	PROPN
ajlm-1092	89	16	,	,	PUNCT
ajlm-1092	89	17	northampton	northampton	PROPN
ajlm-1092	89	18	,	,	PUNCT
ajlm-1092	89	19	massachusetts	massachusetts	PROPN
ajlm-1092	89	20	,	,	PUNCT
ajlm-1092	89	21	united	united	PROPN
ajlm-1092	89	22	states	states	PROPN
ajlm-1092	89	23	)	)	PUNCT
ajlm-1092	89	24	,	,	PUNCT
ajlm-1092	89	25	to	to	PART
ajlm-1092	89	26	gain	gain	VERB
ajlm-1092	89	27	access	access	NOUN
ajlm-1092	89	28	to	to	ADP
ajlm-1092	89	29	genexpert	genexpert	VERB
ajlm-1092	89	30	tuberculosis	tuberculosis	NOUN
ajlm-1092	89	31	data	datum	NOUN
ajlm-1092	89	32	within	within	ADP
ajlm-1092	89	33	each	each	DET
ajlm-1092	89	34	respective	respective	ADJ
ajlm-1092	89	35	country	country	NOUN
ajlm-1092	89	36	,	,	PUNCT
ajlm-1092	89	37	but	but	CCONJ
ajlm-1092	89	38	the	the	DET
ajlm-1092	89	39	programme	programme	NOUN
ajlm-1092	89	40	is	be	AUX
ajlm-1092	89	41	translatable	translatable	ADJ
ajlm-1092	89	42	to	to	ADP
ajlm-1092	89	43	any	any	DET
ajlm-1092	89	44	connectivity	connectivity	NOUN
ajlm-1092	89	45	platform	platform	NOUN
ajlm-1092	89	46	collecting	collect	VERB
ajlm-1092	89	47	tuberculosis	tuberculosis	PRON
ajlm-1092	89	48	genexpert	genexpert	ADJ
ajlm-1092	89	49	data	datum	NOUN
ajlm-1092	89	50	.	.	PUNCT
ajlm-1092	90	1	while	while	SCONJ
ajlm-1092	90	2	the	the	DET
ajlm-1092	90	3	initial	initial	ADJ
ajlm-1092	90	4	pilot	pilot	NOUN
ajlm-1092	90	5	programme	programme	NOUN
ajlm-1092	90	6	focused	focus	VERB
ajlm-1092	90	7	on	on	ADP
ajlm-1092	90	8	tuberculosis	tuberculosis	NOUN
ajlm-1092	90	9	,	,	PUNCT
ajlm-1092	90	10	the	the	DET
ajlm-1092	90	11	intent	intent	NOUN
ajlm-1092	90	12	is	be	AUX
ajlm-1092	90	13	to	to	PART
ajlm-1092	90	14	expand	expand	VERB
ajlm-1092	90	15	into	into	ADP
ajlm-1092	90	16	related	related	ADJ
ajlm-1092	90	17	disease	disease	NOUN
ajlm-1092	90	18	streams	stream	NOUN
ajlm-1092	90	19	and	and	CCONJ
ajlm-1092	90	20	diagnostics	diagnostic	NOUN
ajlm-1092	90	21	within	within	ADP
ajlm-1092	90	22	the	the	DET
ajlm-1092	90	23	ministry	ministry	PROPN
ajlm-1092	90	24	of	of	ADP
ajlm-1092	90	25	health	health	PROPN
ajlm-1092	90	26	,	,	PUNCT
ajlm-1092	90	27	such	such	ADJ
ajlm-1092	90	28	as	as	ADP
ajlm-1092	90	29	hiv	hiv	PROPN
ajlm-1092	90	30	.	.	PUNCT
ajlm-1092	91	1	by	by	ADP
ajlm-1092	91	2	providing	provide	VERB
ajlm-1092	91	3	an	an	DET
ajlm-1092	91	4	online	online	ADJ
ajlm-1092	91	5	tool	tool	NOUN
ajlm-1092	91	6	(	(	PUNCT
ajlm-1092	91	7	tableau	tableau	PROPN
ajlm-1092	91	8	online	online	PROPN
ajlm-1092	91	9	)	)	PUNCT
ajlm-1092	91	10	where	where	SCONJ
ajlm-1092	91	11	participants	participant	NOUN
ajlm-1092	91	12	could	could	AUX
ajlm-1092	91	13	post	post	VERB
ajlm-1092	91	14	their	their	PRON
ajlm-1092	91	15	visualisations	visualisation	NOUN
ajlm-1092	91	16	and	and	CCONJ
ajlm-1092	91	17	insights	insight	NOUN
ajlm-1092	91	18	,	,	PUNCT
ajlm-1092	91	19	the	the	DET
ajlm-1092	91	20	programme	programme	NOUN
ajlm-1092	91	21	also	also	ADV
ajlm-1092	91	22	provides	provide	VERB
ajlm-1092	91	23	a	a	DET
ajlm-1092	91	24	platform	platform	NOUN
ajlm-1092	91	25	whereby	whereby	SCONJ
ajlm-1092	91	26	countries	country	NOUN
ajlm-1092	91	27	can	can	AUX
ajlm-1092	91	28	share	share	VERB
ajlm-1092	91	29	best	good	ADJ
ajlm-1092	91	30	practices	practice	NOUN
ajlm-1092	91	31	and	and	CCONJ
ajlm-1092	91	32	help	help	VERB
ajlm-1092	91	33	to	to	PART
ajlm-1092	91	34	create	create	VERB
ajlm-1092	91	35	value	value	NOUN
ajlm-1092	91	36	.	.	PUNCT
ajlm-1092	92	1	the	the	DET
ajlm-1092	92	2	tdf	tdf	PROPN
ajlm-1092	92	3	programme	programme	PROPN
ajlm-1092	92	4	has	have	AUX
ajlm-1092	92	5	already	already	ADV
ajlm-1092	92	6	seen	see	VERB
ajlm-1092	92	7	rapid	rapid	ADJ
ajlm-1092	92	8	development	development	NOUN
ajlm-1092	92	9	and	and	CCONJ
ajlm-1092	92	10	analysis	analysis	NOUN
ajlm-1092	92	11	of	of	ADP
ajlm-1092	92	12	country	country	NOUN
ajlm-1092	92	13	key	key	ADJ
ajlm-1092	92	14	performance	performance	NOUN
ajlm-1092	92	15	indicators	indicator	NOUN
ajlm-1092	92	16	leading	lead	VERB
ajlm-1092	92	17	to	to	ADP
ajlm-1092	92	18	immediate	immediate	ADJ
ajlm-1092	92	19	publications	publication	NOUN
ajlm-1092	92	20	,	,	PUNCT
ajlm-1092	92	21	programme	programme	NOUN
ajlm-1092	92	22	engagements	engagement	NOUN
ajlm-1092	92	23	and	and	CCONJ
ajlm-1092	92	24	strengthening.12,13,16,17	strengthening.12,13,16,17	NOUN
ajlm-1092	92	25	by	by	ADP
ajlm-1092	92	26	using	use	VERB
ajlm-1092	92	27	the	the	DET
ajlm-1092	92	28	data	datum	NOUN
ajlm-1092	92	29	to	to	PART
ajlm-1092	92	30	recognise	recognise	VERB
ajlm-1092	92	31	programme	programme	NOUN
ajlm-1092	92	32	gaps	gap	NOUN
ajlm-1092	92	33	and	and	CCONJ
ajlm-1092	92	34	identify	identify	VERB
ajlm-1092	92	35	needs	need	NOUN
ajlm-1092	92	36	,	,	PUNCT
ajlm-1092	92	37	issues	issue	NOUN
ajlm-1092	92	38	and	and	CCONJ
ajlm-1092	92	39	priorities	priority	NOUN
ajlm-1092	92	40	,	,	PUNCT
ajlm-1092	92	41	participants	participant	NOUN
ajlm-1092	92	42	have	have	AUX
ajlm-1092	92	43	been	be	AUX
ajlm-1092	92	44	equipped	equip	VERB
ajlm-1092	92	45	to	to	PART
ajlm-1092	92	46	help	help	VERB
ajlm-1092	92	47	develop	develop	VERB
ajlm-1092	92	48	their	their	PRON
ajlm-1092	92	49	national	national	ADJ
ajlm-1092	92	50	strategies	strategy	NOUN
ajlm-1092	92	51	,	,	PUNCT
ajlm-1092	92	52	address	address	NOUN
ajlm-1092	92	53	challenges	challenge	NOUN
ajlm-1092	92	54	and	and	CCONJ
ajlm-1092	92	55	inform	inform	VERB
ajlm-1092	92	56	data	datum	NOUN
ajlm-1092	92	57	-	-	PUNCT
ajlm-1092	92	58	driven	drive	VERB
ajlm-1092	92	59	decision	decision	NOUN
ajlm-1092	92	60	making	making	NOUN
ajlm-1092	92	61	.	.	PUNCT
ajlm-1092	93	1	conclusion	conclusion	NOUN
ajlm-1092	93	2	the	the	DET
ajlm-1092	93	3	programme	programme	NOUN
ajlm-1092	93	4	empowers	empower	VERB
ajlm-1092	93	5	local	local	ADJ
ajlm-1092	93	6	ministry	ministry	PROPN
ajlm-1092	93	7	of	of	ADP
ajlm-1092	93	8	health	health	PROPN
ajlm-1092	93	9	,	,	PUNCT
ajlm-1092	93	10	ntp	ntp	NOUN
ajlm-1092	93	11	and	and	CCONJ
ajlm-1092	93	12	national	national	ADJ
ajlm-1092	93	13	tuberculosis	tuberculosis	NOUN
ajlm-1092	93	14	reference	reference	NOUN
ajlm-1092	93	15	laboratory	laboratory	NOUN
ajlm-1092	93	16	staff	staff	NOUN
ajlm-1092	93	17	to	to	PART
ajlm-1092	93	18	lead	lead	VERB
ajlm-1092	93	19	the	the	DET
ajlm-1092	93	20	analysis	analysis	NOUN
ajlm-1092	93	21	of	of	ADP
ajlm-1092	93	22	tuberculosis	tuberculosis	NOUN
ajlm-1092	93	23	-	-	PUNCT
ajlm-1092	93	24	related	relate	VERB
ajlm-1092	93	25	data	datum	NOUN
ajlm-1092	93	26	,	,	PUNCT
ajlm-1092	93	27	discover	discover	VERB
ajlm-1092	93	28	and	and	CCONJ
ajlm-1092	93	29	fix	fix	VERB
ajlm-1092	93	30	critical	critical	ADJ
ajlm-1092	93	31	inefficiencies	inefficiency	NOUN
ajlm-1092	93	32	,	,	PUNCT
ajlm-1092	93	33	and	and	CCONJ
ajlm-1092	93	34	provide	provide	VERB
ajlm-1092	93	35	high	high	ADJ
ajlm-1092	93	36	-	-	PUNCT
ajlm-1092	93	37	level	level	NOUN
ajlm-1092	93	38	technical	technical	ADJ
ajlm-1092	93	39	and	and	CCONJ
ajlm-1092	93	40	operational	operational	ADJ
ajlm-1092	93	41	support	support	NOUN
ajlm-1092	93	42	to	to	ADP
ajlm-1092	93	43	tuberculosis	tuberculosis	NOUN
ajlm-1092	93	44	programmes	programme	NOUN
ajlm-1092	93	45	.	.	PUNCT
ajlm-1092	94	1	through	through	ADP
ajlm-1092	94	2	data	data	NOUN
ajlm-1092	94	3	-	-	PUNCT
ajlm-1092	94	4	driven	drive	VERB
ajlm-1092	94	5	,	,	PUNCT
ajlm-1092	94	6	actionable	actionable	ADJ
ajlm-1092	94	7	recommendations	recommendation	NOUN
ajlm-1092	94	8	,	,	PUNCT
ajlm-1092	94	9	the	the	DET
ajlm-1092	94	10	tdf	tdf	PROPN
ajlm-1092	94	11	helps	help	VERB
ajlm-1092	94	12	to	to	PART
ajlm-1092	94	13	strengthen	strengthen	VERB
ajlm-1092	94	14	,	,	PUNCT
ajlm-1092	94	15	improve	improve	VERB
ajlm-1092	94	16	and	and	CCONJ
ajlm-1092	94	17	complement	complement	VERB
ajlm-1092	94	18	ntps	ntps	ADJ
ajlm-1092	94	19	in	in	ADP
ajlm-1092	94	20	lowand	lowand	ADJ
ajlm-1092	94	21	middle	middle	ADJ
ajlm-1092	94	22	-	-	PUNCT
ajlm-1092	94	23	income	income	NOUN
ajlm-1092	94	24	countries	country	NOUN
ajlm-1092	94	25	and	and	CCONJ
ajlm-1092	94	26	,	,	PUNCT
ajlm-1092	94	27	ultimately	ultimately	ADV
ajlm-1092	94	28	,	,	PUNCT
ajlm-1092	94	29	improve	improve	VERB
ajlm-1092	94	30	healthcare	healthcare	NOUN
ajlm-1092	94	31	delivery	delivery	NOUN
ajlm-1092	94	32	.	.	PUNCT
ajlm-1092	95	1	acknowledgements	acknowledgement	NOUN
ajlm-1092	95	2	the	the	DET
ajlm-1092	95	3	authors	author	NOUN
ajlm-1092	95	4	wish	wish	VERB
ajlm-1092	95	5	to	to	PART
ajlm-1092	95	6	acknowledge	acknowledge	VERB
ajlm-1092	95	7	and	and	CCONJ
ajlm-1092	95	8	thank	thank	VERB
ajlm-1092	95	9	neal	neal	PROPN
ajlm-1092	95	10	myrick	myrick	PROPN
ajlm-1092	95	11	and	and	CCONJ
ajlm-1092	95	12	jason	jason	PROPN
ajlm-1092	95	13	schumacher	schumacher	PROPN
ajlm-1092	95	14	from	from	ADP
ajlm-1092	95	15	the	the	DET
ajlm-1092	95	16	tableau	tableau	PROPN
ajlm-1092	95	17	foundation	foundation	PROPN
ajlm-1092	95	18	for	for	ADP
ajlm-1092	95	19	their	their	PRON
ajlm-1092	95	20	technical	technical	ADJ
ajlm-1092	95	21	and	and	CCONJ
ajlm-1092	95	22	financial	financial	ADJ
ajlm-1092	95	23	support	support	NOUN
ajlm-1092	95	24	of	of	ADP
ajlm-1092	95	25	the	the	DET
ajlm-1092	95	26	programme	programme	NOUN
ajlm-1092	95	27	,	,	PUNCT
ajlm-1092	95	28	sarah	sarah	PROPN
ajlm-1092	95	29	hinrichsen	hinrichsen	PROPN
ajlm-1092	95	30	from	from	ADP
ajlm-1092	95	31	tableau	tableau	PROPN
ajlm-1092	95	32	and	and	CCONJ
ajlm-1092	95	33	iwan	iwan	PROPN
ajlm-1092	95	34	rÿnders	rÿnder	NOUN
ajlm-1092	95	35	from	from	ADP
ajlm-1092	95	36	moyo	moyo	PROPN
ajlm-1092	95	37	business	business	PROPN
ajlm-1092	95	38	advisory	advisory	PROPN
ajlm-1092	95	39	,	,	PUNCT
ajlm-1092	95	40	south	south	PROPN
ajlm-1092	95	41	africa	africa	PROPN
ajlm-1092	95	42	for	for	ADP
ajlm-1092	95	43	providing	provide	VERB
ajlm-1092	95	44	the	the	DET
ajlm-1092	95	45	tableau	tableau	PROPN
ajlm-1092	95	46	training	training	NOUN
ajlm-1092	95	47	.	.	PUNCT
ajlm-1092	96	1	barbara	barbara	PROPN
ajlm-1092	96	2	k.	k.	PROPN
ajlm-1092	96	3	timmons	timmons	PROPN
ajlm-1092	96	4	edited	edit	VERB
ajlm-1092	96	5	the	the	DET
ajlm-1092	96	6	article	article	NOUN
ajlm-1092	96	7	.	.	PUNCT
ajlm-1092	97	1	competing	compete	VERB
ajlm-1092	97	2	interests	interest	NOUN
ajlm-1092	97	3	the	the	DET
ajlm-1092	97	4	authors	author	NOUN
ajlm-1092	97	5	declare	declare	VERB
ajlm-1092	97	6	that	that	SCONJ
ajlm-1092	97	7	they	they	PRON
ajlm-1092	97	8	have	have	VERB
ajlm-1092	97	9	no	no	DET
ajlm-1092	97	10	financial	financial	ADJ
ajlm-1092	97	11	or	or	CCONJ
ajlm-1092	97	12	personal	personal	ADJ
ajlm-1092	97	13	relationships	relationship	NOUN
ajlm-1092	97	14	that	that	PRON
ajlm-1092	97	15	may	may	AUX
ajlm-1092	97	16	have	have	AUX
ajlm-1092	97	17	inappropriately	inappropriately	ADV
ajlm-1092	97	18	influenced	influence	VERB
ajlm-1092	97	19	them	they	PRON
ajlm-1092	97	20	in	in	ADP
ajlm-1092	97	21	writing	write	VERB
ajlm-1092	97	22	this	this	DET
ajlm-1092	97	23	article	article	NOUN
ajlm-1092	97	24	.	.	PUNCT
ajlm-1092	98	1	authors	author	NOUN
ajlm-1092	98	2	’	’	PART
ajlm-1092	98	3	contributions	contribution	NOUN
ajlm-1092	98	4	n.g	n.g	PROPN
ajlm-1092	98	5	.	.	PROPN
ajlm-1092	98	6	was	be	AUX
ajlm-1092	98	7	the	the	DET
ajlm-1092	98	8	project	project	NOUN
ajlm-1092	98	9	leader	leader	NOUN
ajlm-1092	98	10	,	,	PUNCT
ajlm-1092	98	11	and	and	CCONJ
ajlm-1092	98	12	n.g	n.g	PROPN
ajlm-1092	98	13	.	.	PROPN
ajlm-1092	98	14	,	,	PUNCT
ajlm-1092	98	15	a.u.n	a.u.n	PROPN
ajlm-1092	98	16	.	.	PROPN
ajlm-1092	98	17	and	and	CCONJ
ajlm-1092	98	18	b.c	b.c	PROPN
ajlm-1092	98	19	.	.	PROPN
ajlm-1092	98	20	were	be	AUX
ajlm-1092	98	21	responsible	responsible	ADJ
ajlm-1092	98	22	for	for	ADP
ajlm-1092	98	23	project	project	NOUN
ajlm-1092	98	24	design	design	NOUN
ajlm-1092	98	25	.	.	PUNCT
ajlm-1092	99	1	n.g	n.g	PROPN
ajlm-1092	99	2	.	.	PROPN
ajlm-1092	99	3	wrote	write	VERB
ajlm-1092	99	4	the	the	DET
ajlm-1092	99	5	article	article	NOUN
ajlm-1092	99	6	,	,	PUNCT
ajlm-1092	99	7	and	and	CCONJ
ajlm-1092	99	8	a.u.n	a.u.n	NOUN
ajlm-1092	99	9	.	.	PROPN
ajlm-1092	99	10	,	,	PUNCT
ajlm-1092	99	11	b.c	b.c	PROPN
ajlm-1092	99	12	.	.	PROPN
ajlm-1092	99	13	and	and	CCONJ
ajlm-1092	99	14	c.m	c.m	PROPN
ajlm-1092	99	15	.	.	PROPN
ajlm-1092	99	16	contributed	contribute	VERB
ajlm-1092	99	17	to	to	ADP
ajlm-1092	99	18	the	the	DET
ajlm-1092	99	19	conceptualisation	conceptualisation	NOUN
ajlm-1092	99	20	,	,	PUNCT
ajlm-1092	99	21	design	design	NOUN
ajlm-1092	99	22	,	,	PUNCT
ajlm-1092	99	23	development	development	NOUN
ajlm-1092	99	24	and	and	CCONJ
ajlm-1092	99	25	editing	editing	NOUN
ajlm-1092	99	26	of	of	ADP
ajlm-1092	99	27	this	this	DET
ajlm-1092	99	28	article	article	NOUN
ajlm-1092	99	29	.	.	PUNCT
ajlm-1092	100	1	sources	source	NOUN
ajlm-1092	100	2	of	of	ADP
ajlm-1092	100	3	support	support	NOUN
ajlm-1092	100	4	the	the	DET
ajlm-1092	100	5	tableau	tableau	PROPN
ajlm-1092	100	6	foundation	foundation	PROPN
ajlm-1092	100	7	funded	fund	VERB
ajlm-1092	100	8	this	this	DET
ajlm-1092	100	9	study	study	NOUN
ajlm-1092	100	10	under	under	ADP
ajlm-1092	100	11	award	award	NOUN
ajlm-1092	100	12	number	number	NOUN
ajlm-1092	100	13	r007	r007	PROPN
ajlm-1092	100	14	tableau	tableau	PROPN
ajlm-1092	100	15	foundation	foundation	PROPN
ajlm-1092	100	16	.	.	PUNCT
ajlm-1092	101	1	data	datum	NOUN
ajlm-1092	101	2	availability	availability	NOUN
ajlm-1092	101	3	statement	statement	NOUN
ajlm-1092	101	4	data	datum	NOUN
ajlm-1092	101	5	sharing	sharing	NOUN
ajlm-1092	101	6	is	be	AUX
ajlm-1092	101	7	not	not	PART
ajlm-1092	101	8	applicable	applicable	ADJ
ajlm-1092	101	9	to	to	ADP
ajlm-1092	101	10	this	this	DET
ajlm-1092	101	11	article	article	NOUN
ajlm-1092	101	12	as	as	SCONJ
ajlm-1092	101	13	no	no	DET
ajlm-1092	101	14	new	new	ADJ
ajlm-1092	101	15	data	datum	NOUN
ajlm-1092	101	16	were	be	AUX
ajlm-1092	101	17	created	create	VERB
ajlm-1092	101	18	or	or	CCONJ
ajlm-1092	101	19	analysed	analyse	VERB
ajlm-1092	101	20	in	in	ADP
ajlm-1092	101	21	this	this	DET
ajlm-1092	101	22	study	study	NOUN
ajlm-1092	101	23	.	.	PUNCT
ajlm-1092	102	1	disclaimer	disclaimer	VERB
ajlm-1092	102	2	the	the	DET
ajlm-1092	102	3	views	view	NOUN
ajlm-1092	102	4	and	and	CCONJ
ajlm-1092	102	5	opinions	opinion	NOUN
ajlm-1092	102	6	expressed	express	VERB
ajlm-1092	102	7	in	in	ADP
ajlm-1092	102	8	this	this	DET
ajlm-1092	102	9	article	article	NOUN
ajlm-1092	102	10	are	be	AUX
ajlm-1092	102	11	those	those	PRON
ajlm-1092	102	12	of	of	ADP
ajlm-1092	102	13	the	the	DET
ajlm-1092	102	14	authors	author	NOUN
ajlm-1092	102	15	and	and	CCONJ
ajlm-1092	102	16	do	do	AUX
ajlm-1092	102	17	not	not	PART
ajlm-1092	102	18	necessarily	necessarily	ADV
ajlm-1092	102	19	reflect	reflect	VERB
ajlm-1092	102	20	the	the	DET
ajlm-1092	102	21	offifical	offifical	ADJ
ajlm-1092	102	22	policy	policy	NOUN
ajlm-1092	102	23	or	or	CCONJ
ajlm-1092	102	24	position	position	NOUN
ajlm-1092	102	25	of	of	ADP
ajlm-1092	102	26	any	any	DET
ajlm-1092	102	27	affiliated	affiliated	ADJ
ajlm-1092	102	28	agency	agency	NOUN
ajlm-1092	102	29	of	of	ADP
ajlm-1092	102	30	the	the	DET
ajlm-1092	102	31	authors	author	NOUN
ajlm-1092	102	32	.	.	PUNCT
ajlm-1092	103	1	references	reference	NOUN
ajlm-1092	103	2	world	world	PROPN
ajlm-1092	103	3	health	health	PROPN
ajlm-1092	103	4	organization	organization	NOUN
ajlm-1092	103	5	.	.	PUNCT
ajlm-1092	104	1	tuberculosis	tuberculosis	NOUN
ajlm-1092	104	2	.	.	PUNCT
ajlm-1092	105	1	key	key	ADJ
ajlm-1092	105	2	facts	fact	NOUN
ajlm-1092	105	3	[	[	X
ajlm-1092	105	4	homepage	homepage	NOUN
ajlm-1092	105	5	on	on	ADP
ajlm-1092	105	6	the	the	DET
ajlm-1092	105	7	internet	internet	NOUN
ajlm-1092	105	8	]	]	PUNCT
ajlm-1092	105	9	.	.	PUNCT
ajlm-1092	106	1	c2018	c2018	NOUN
ajlm-1092	107	1	[	[	X
ajlm-1092	107	2	updated	update	VERB
ajlm-1092	107	3	2018	2018	NUM
ajlm-1092	107	4	sept	sept	PROPN
ajlm-1092	107	5	18	18	NUM
ajlm-1092	107	6	;	;	PUNCT
ajlm-1092	107	7	cited	cite	VERB
ajlm-1092	107	8	2019	2019	NUM
ajlm-1092	107	9	aug	aug	PROPN
ajlm-1092	107	10	14	14	NUM
ajlm-1092	107	11	]	]	PUNCT
ajlm-1092	107	12	.	.	PUNCT
ajlm-1092	108	1	available	available	ADJ
ajlm-1092	108	2	from	from	ADP
ajlm-1092	108	3	:	:	PUNCT
ajlm-1092	108	4	https://www.who.int/news-room/fact-sheets/detail/tuberculosis	https://www.who.int/news-room/fact-sheets/detail/tuberculosis	PROPN
ajlm-1092	108	5	world	world	PROPN
ajlm-1092	108	6	health	health	NOUN
ajlm-1092	108	7	organization	organization	NOUN
ajlm-1092	108	8	.	.	PUNCT
ajlm-1092	109	1	digital	digital	ADJ
ajlm-1092	109	2	health	health	PROPN
ajlm-1092	109	3	for	for	ADP
ajlm-1092	109	4	the	the	DET
ajlm-1092	109	5	end	end	NOUN
ajlm-1092	109	6	tb	tb	ADP
ajlm-1092	109	7	strategy	strategy	NOUN
ajlm-1092	109	8	:	:	PUNCT
ajlm-1092	109	9	an	an	DET
ajlm-1092	109	10	agenda	agenda	NOUN
ajlm-1092	109	11	for	for	ADP
ajlm-1092	109	12	action	action	NOUN
ajlm-1092	109	13	.	.	PUNCT
ajlm-1092	110	1	geneva	geneva	PROPN
ajlm-1092	110	2	:	:	PUNCT
ajlm-1092	110	3	who	who	PRON
ajlm-1092	110	4	press	press	VERB
ajlm-1092	110	5	;	;	PUNCT
ajlm-1092	110	6	2015	2015	NUM
ajlm-1092	110	7	.	.	PUNCT
ajlm-1092	111	1	albert	albert	PROPN
ajlm-1092	111	2	h	h	PROPN
ajlm-1092	111	3	,	,	PUNCT
ajlm-1092	111	4	nathavitharana	nathavitharana	PROPN
ajlm-1092	111	5	rr	rr	PROPN
ajlm-1092	111	6	,	,	PUNCT
ajlm-1092	111	7	isaacs	isaacs	PROPN
ajlm-1092	111	8	c	c	PROPN
ajlm-1092	111	9	,	,	PUNCT
ajlm-1092	111	10	et	et	PROPN
ajlm-1092	111	11	al	al	PROPN
ajlm-1092	111	12	.	.	PUNCT
ajlm-1092	111	13	development	development	PROPN
ajlm-1092	111	14	,	,	PUNCT
ajlm-1092	111	15	roll	roll	NOUN
ajlm-1092	111	16	-	-	PUNCT
ajlm-1092	111	17	out	out	NOUN
ajlm-1092	111	18	and	and	CCONJ
ajlm-1092	111	19	impact	impact	NOUN
ajlm-1092	111	20	of	of	ADP
ajlm-1092	111	21	xpert	xpert	PROPN
ajlm-1092	111	22	mtb	mtb	PROPN
ajlm-1092	111	23	/	/	SYM
ajlm-1092	111	24	rif	rif	PROPN
ajlm-1092	111	25	for	for	ADP
ajlm-1092	111	26	tuberculosis	tuberculosis	NOUN
ajlm-1092	111	27	:	:	PUNCT
ajlm-1092	111	28	what	what	DET
ajlm-1092	111	29	lessons	lesson	NOUN
ajlm-1092	111	30	have	have	AUX
ajlm-1092	111	31	we	we	PRON
ajlm-1092	111	32	learnt	learn	VERB
ajlm-1092	111	33	and	and	CCONJ
ajlm-1092	111	34	how	how	SCONJ
ajlm-1092	111	35	can	can	AUX
ajlm-1092	111	36	we	we	PRON
ajlm-1092	111	37	do	do	VERB
ajlm-1092	111	38	better	well	ADV
ajlm-1092	111	39	?	?	PUNCT
ajlm-1092	112	1	eur	eur	PROPN
ajlm-1092	112	2	respir	respir	PROPN
ajlm-1092	112	3	j.	j.	PROPN
ajlm-1092	112	4	2016;48(2):516–525	2016;48(2):516–525	PROPN
ajlm-1092	112	5	.	.	PUNCT
ajlm-1092	112	6	https://doi.org/10.1183/13993003.00543-2016	https://doi.org/10.1183/13993003.00543-2016	PROPN
ajlm-1092	112	7	gous	gous	ADJ
ajlm-1092	112	8	n	n	CCONJ
ajlm-1092	112	9	,	,	PUNCT
ajlm-1092	112	10	boeras	boeras	PROPN
ajlm-1092	112	11	di	di	PROPN
ajlm-1092	112	12	,	,	PUNCT
ajlm-1092	112	13	cheng	cheng	PROPN
ajlm-1092	112	14	b	b	PROPN
ajlm-1092	112	15	,	,	PUNCT
ajlm-1092	112	16	et	et	PROPN
ajlm-1092	112	17	al	al	PROPN
ajlm-1092	112	18	.	.	PUNCT
ajlm-1092	113	1	the	the	DET
ajlm-1092	113	2	impact	impact	NOUN
ajlm-1092	113	3	of	of	ADP
ajlm-1092	113	4	digital	digital	ADJ
ajlm-1092	113	5	technologies	technology	NOUN
ajlm-1092	113	6	on	on	ADP
ajlm-1092	113	7	point	point	NOUN
ajlm-1092	113	8	-	-	PUNCT
ajlm-1092	113	9	of	of	ADP
ajlm-1092	113	10	-	-	PUNCT
ajlm-1092	113	11	care	care	NOUN
ajlm-1092	113	12	diagnostics	diagnostic	NOUN
ajlm-1092	113	13	in	in	ADP
ajlm-1092	113	14	resource	resource	NOUN
ajlm-1092	113	15	-	-	PUNCT
ajlm-1092	113	16	limited	limit	VERB
ajlm-1092	113	17	settings	setting	NOUN
ajlm-1092	113	18	.	.	PUNCT
ajlm-1092	114	1	expert	expert	NOUN
ajlm-1092	114	2	rev	rev	VERB
ajlm-1092	114	3	mol	mol	ADP
ajlm-1092	114	4	diagn	diagn	NOUN
ajlm-1092	114	5	.	.	PUNCT
ajlm-1092	115	1	2018;18(4):385–397	2018;18(4):385–397	NUM
ajlm-1092	115	2	.	.	X
ajlm-1092	115	3	https://doi.org/10.1080/14737159.2018.1460205	https://doi.org/10.1080/14737159.2018.1460205	PROPN
ajlm-1092	115	4	foundation	foundation	PROPN
ajlm-1092	115	5	for	for	ADP
ajlm-1092	115	6	innovative	innovative	ADJ
ajlm-1092	115	7	diagnostics	diagnostic	NOUN
ajlm-1092	115	8	(	(	PUNCT
ajlm-1092	115	9	find	find	NOUN
ajlm-1092	115	10	)	)	PUNCT
ajlm-1092	115	11	.	.	PUNCT
ajlm-1092	116	1	case	case	NOUN
ajlm-1092	116	2	study	study	NOUN
ajlm-1092	116	3	:	:	PUNCT
ajlm-1092	116	4	be	be	AUX
ajlm-1092	116	5	data	datum	NOUN
ajlm-1092	116	6	driven	drive	VERB
ajlm-1092	116	7	:	:	PUNCT
ajlm-1092	116	8	find	find	VERB
ajlm-1092	116	9	’s	’s	PART
ajlm-1092	116	10	actionable	actionable	ADJ
ajlm-1092	116	11	diagnostics	diagnostic	NOUN
ajlm-1092	116	12	data	datum	NOUN
ajlm-1092	116	13	for	for	ADP
ajlm-1092	116	14	improved	improved	ADJ
ajlm-1092	116	15	tb	tb	ADP
ajlm-1092	116	16	care	care	NOUN
ajlm-1092	116	17	(	(	PUNCT
ajlm-1092	116	18	add	add	VERB
ajlm-1092	116	19	for	for	ADP
ajlm-1092	116	20	tb	tb	NOUN
ajlm-1092	116	21	)	)	PUNCT
ajlm-1092	116	22	initiative	initiative	NOUN
ajlm-1092	117	1	[	[	X
ajlm-1092	117	2	homepage	homepage	NOUN
ajlm-1092	117	3	on	on	ADP
ajlm-1092	117	4	the	the	DET
ajlm-1092	117	5	internet	internet	NOUN
ajlm-1092	117	6	]	]	PUNCT
ajlm-1092	117	7	.	.	PUNCT
ajlm-1092	118	1	c2018	c2018	NOUN
ajlm-1092	119	1	[	[	X
ajlm-1092	119	2	cited	cite	VERB
ajlm-1092	119	3	2019	2019	NUM
ajlm-1092	119	4	july	july	PROPN
ajlm-1092	119	5	10	10	NUM
ajlm-1092	119	6	]	]	PUNCT
ajlm-1092	119	7	.	.	PUNCT
ajlm-1092	120	1	available	available	ADJ
ajlm-1092	120	2	from	from	ADP
ajlm-1092	120	3	:	:	PUNCT
ajlm-1092	120	4	https://digitalprinciples.org/wp-content/uploads/find-case-study.pdf	https://digitalprinciples.org/wp-content/uploads/find-case-study.pdf	PROPN
ajlm-1092	120	5	creswell	creswell	PROPN
ajlm-1092	120	6	j	j	PROPN
ajlm-1092	120	7	,	,	PUNCT
ajlm-1092	120	8	codlin	codlin	PROPN
ajlm-1092	120	9	aj	aj	PROPN
ajlm-1092	120	10	,	,	PUNCT
ajlm-1092	120	11	andre	andre	PROPN
ajlm-1092	120	12	e	e	PROPN
ajlm-1092	120	13	,	,	PUNCT
ajlm-1092	120	14	et	et	PROPN
ajlm-1092	120	15	al	al	PROPN
ajlm-1092	120	16	.	.	PROPN
ajlm-1092	120	17	results	result	NOUN
ajlm-1092	120	18	from	from	ADP
ajlm-1092	120	19	early	early	ADJ
ajlm-1092	120	20	programmatic	programmatic	ADJ
ajlm-1092	120	21	implementation	implementation	NOUN
ajlm-1092	120	22	of	of	ADP
ajlm-1092	120	23	xpert	xpert	PROPN
ajlm-1092	120	24	mtb	mtb	PROPN
ajlm-1092	120	25	/	/	SYM
ajlm-1092	120	26	rif	rif	PROPN
ajlm-1092	120	27	testing	testing	NOUN
ajlm-1092	120	28	in	in	ADP
ajlm-1092	120	29	nine	nine	NUM
ajlm-1092	120	30	countries	country	NOUN
ajlm-1092	120	31	.	.	PUNCT
ajlm-1092	121	1	bmc	bmc	PROPN
ajlm-1092	121	2	infect	infect	PROPN
ajlm-1092	121	3	dis	dis	PROPN
ajlm-1092	121	4	.	.	PUNCT
ajlm-1092	122	1	2014;14:2	2014;14:2	INTJ
ajlm-1092	122	2	.	.	PUNCT
ajlm-1092	123	1	https://doi.org/10.1186/1471-2334-14-2	https://doi.org/10.1186/1471-2334-14-2	PROPN
ajlm-1092	123	2	karamagi	karamagi	PROPN
ajlm-1092	123	3	e	e	PROPN
ajlm-1092	123	4	,	,	PUNCT
ajlm-1092	123	5	nturo	nturo	PROPN
ajlm-1092	123	6	j	j	PROPN
ajlm-1092	123	7	,	,	PUNCT
ajlm-1092	123	8	donggo	donggo	PROPN
ajlm-1092	123	9	p	p	X
ajlm-1092	123	10	,	,	PUNCT
ajlm-1092	123	11	et	et	PROPN
ajlm-1092	123	12	al	al	PROPN
ajlm-1092	123	13	.	.	PUNCT
ajlm-1092	124	1	using	use	VERB
ajlm-1092	124	2	quality	quality	NOUN
ajlm-1092	124	3	improvement	improvement	NOUN
ajlm-1092	124	4	to	to	PART
ajlm-1092	124	5	improve	improve	VERB
ajlm-1092	124	6	the	the	DET
ajlm-1092	124	7	utilisation	utilisation	NOUN
ajlm-1092	124	8	of	of	ADP
ajlm-1092	124	9	genexpert	genexpert	ADJ
ajlm-1092	124	10	testing	testing	NOUN
ajlm-1092	124	11	at	at	ADP
ajlm-1092	124	12	five	five	NUM
ajlm-1092	124	13	lab	lab	NOUN
ajlm-1092	124	14	hubs	hub	NOUN
ajlm-1092	124	15	in	in	ADP
ajlm-1092	124	16	northern	northern	ADJ
ajlm-1092	124	17	uganda	uganda	PROPN
ajlm-1092	124	18	.	.	PUNCT
ajlm-1092	125	1	bmj	bmj	PROPN
ajlm-1092	125	2	open	open	ADJ
ajlm-1092	125	3	qual	qual	ADJ
ajlm-1092	125	4	.	.	PUNCT
ajlm-1092	126	1	2017;6(2):e000201	2017;6(2):e000201	NOUN
ajlm-1092	126	2	.	.	PUNCT
ajlm-1092	127	1	ndlovu	ndlovu	PROPN
ajlm-1092	127	2	z	z	PROPN
ajlm-1092	127	3	,	,	PUNCT
ajlm-1092	127	4	fajardo	fajardo	PROPN
ajlm-1092	127	5	e	e	PROPN
ajlm-1092	127	6	,	,	PUNCT
ajlm-1092	127	7	mbofana	mbofana	PROPN
ajlm-1092	127	8	e	e	PROPN
ajlm-1092	127	9	,	,	PUNCT
ajlm-1092	127	10	et	et	PROPN
ajlm-1092	127	11	al	al	PROPN
ajlm-1092	127	12	.	.	PROPN
ajlm-1092	127	13	multidisease	multidisease	PROPN
ajlm-1092	127	14	testing	testing	NOUN
ajlm-1092	127	15	for	for	ADP
ajlm-1092	127	16	hiv	hiv	PROPN
ajlm-1092	127	17	and	and	CCONJ
ajlm-1092	127	18	tb	tb	ADP
ajlm-1092	127	19	using	use	VERB
ajlm-1092	127	20	the	the	DET
ajlm-1092	127	21	genexpert	genexpert	ADJ
ajlm-1092	127	22	platform	platform	NOUN
ajlm-1092	127	23	:	:	PUNCT
ajlm-1092	127	24	a	a	DET
ajlm-1092	127	25	feasibility	feasibility	NOUN
ajlm-1092	127	26	study	study	NOUN
ajlm-1092	127	27	in	in	ADP
ajlm-1092	127	28	rural	rural	ADJ
ajlm-1092	127	29	zimbabwe	zimbabwe	NOUN
ajlm-1092	127	30	.	.	PUNCT
ajlm-1092	128	1	plos	plos	PROPN
ajlm-1092	128	2	one	one	NUM
ajlm-1092	128	3	.	.	PUNCT
ajlm-1092	129	1	2018;13(3):e0193577	2018;13(3):e0193577	X
ajlm-1092	129	2	.	.	PUNCT
ajlm-1092	130	1	gounder	gounder	PROPN
ajlm-1092	130	2	a	a	DET
ajlm-1092	130	3	,	,	PUNCT
ajlm-1092	130	4	gounder	gounder	NOUN
ajlm-1092	130	5	s	s	PROPN
ajlm-1092	130	6	,	,	PUNCT
ajlm-1092	130	7	reid	reid	PROPN
ajlm-1092	130	8	sa	sa	PROPN
ajlm-1092	130	9	.	.	PUNCT
ajlm-1092	131	1	evaluation	evaluation	NOUN
ajlm-1092	131	2	of	of	ADP
ajlm-1092	131	3	the	the	DET
ajlm-1092	131	4	implementation	implementation	NOUN
ajlm-1092	131	5	of	of	ADP
ajlm-1092	131	6	the	the	DET
ajlm-1092	131	7	xpert	xpert	PROPN
ajlm-1092	131	8	®	®	PROPN
ajlm-1092	131	9	mtb	mtb	PROPN
ajlm-1092	131	10	/	/	SYM
ajlm-1092	131	11	rif	rif	PROPN
ajlm-1092	131	12	assay	assay	PROPN
ajlm-1092	131	13	in	in	ADP
ajlm-1092	131	14	fiji	fiji	PROPN
ajlm-1092	131	15	.	.	PUNCT
ajlm-1092	132	1	public	public	ADJ
ajlm-1092	132	2	health	health	NOUN
ajlm-1092	132	3	action	action	NOUN
ajlm-1092	132	4	.	.	PUNCT
ajlm-1092	133	1	2014;4(3):179–183	2014;4(3):179–183	NUM
ajlm-1092	133	2	.	.	PUNCT
ajlm-1092	133	3	https://doi.org/10.5588/pha.14.0025	https://doi.org/10.5588/pha.14.0025	PROPN
ajlm-1092	133	4	gidado	gidado	PROPN
ajlm-1092	133	5	m	m	PROPN
ajlm-1092	133	6	,	,	PUNCT
ajlm-1092	133	7	nwokoye	nwokoye	VERB
ajlm-1092	133	8	n	n	CCONJ
ajlm-1092	133	9	,	,	PUNCT
ajlm-1092	133	10	nwadike	nwadike	ADP
ajlm-1092	133	11	p	p	X
ajlm-1092	133	12	,	,	PUNCT
ajlm-1092	133	13	et	et	PROPN
ajlm-1092	133	14	al	al	PROPN
ajlm-1092	133	15	.	.	PROPN
ajlm-1092	133	16	unsuccessful	unsuccessful	ADJ
ajlm-1092	133	17	xpert	xpert	PROPN
ajlm-1092	133	18	®	®	PROPN
ajlm-1092	133	19	mtb	mtb	PROPN
ajlm-1092	133	20	/	/	SYM
ajlm-1092	133	21	rif	rif	PROPN
ajlm-1092	133	22	results	result	NOUN
ajlm-1092	133	23	:	:	PUNCT
ajlm-1092	133	24	the	the	DET
ajlm-1092	133	25	nigerian	nigerian	ADJ
ajlm-1092	133	26	experience	experience	NOUN
ajlm-1092	133	27	.	.	PUNCT
ajlm-1092	134	1	public	public	ADJ
ajlm-1092	134	2	health	health	NOUN
ajlm-1092	134	3	action	action	NOUN
ajlm-1092	134	4	.	.	PUNCT
ajlm-1092	135	1	2018;8(1):2–6	2018;8(1):2–6	X
ajlm-1092	135	2	.	.	PUNCT
ajlm-1092	136	1	https://doi.org/10.5588/pha.17.0080	https://doi.org/10.5588/pha.17.0080	PROPN
ajlm-1092	137	1	joshi	joshi	PROPN
ajlm-1092	137	2	b	b	PROPN
ajlm-1092	137	3	,	,	PUNCT
ajlm-1092	137	4	lestari	lestari	PROPN
ajlm-1092	137	5	t	t	PROPN
ajlm-1092	137	6	,	,	PUNCT
ajlm-1092	137	7	graham	graham	PROPN
ajlm-1092	137	8	sm	sm	PROPN
ajlm-1092	137	9	,	,	PUNCT
ajlm-1092	137	10	et	et	PROPN
ajlm-1092	137	11	al	al	PROPN
ajlm-1092	137	12	.	.	PUNCT
ajlm-1092	138	1	the	the	DET
ajlm-1092	138	2	implementation	implementation	NOUN
ajlm-1092	138	3	of	of	ADP
ajlm-1092	138	4	xpert	xpert	PROPN
ajlm-1092	138	5	mtb	mtb	PROPN
ajlm-1092	138	6	/	/	SYM
ajlm-1092	138	7	rif	rif	PROPN
ajlm-1092	138	8	assay	assay	NOUN
ajlm-1092	138	9	for	for	ADP
ajlm-1092	138	10	diagnosis	diagnosis	NOUN
ajlm-1092	138	11	of	of	ADP
ajlm-1092	138	12	tuberculosis	tuberculosis	NOUN
ajlm-1092	138	13	in	in	ADP
ajlm-1092	138	14	nepal	nepal	ADJ
ajlm-1092	138	15	:	:	PUNCT
ajlm-1092	138	16	a	a	DET
ajlm-1092	138	17	mixed	mix	VERB
ajlm-1092	138	18	-	-	PUNCT
ajlm-1092	138	19	methods	method	NOUN
ajlm-1092	138	20	analysis	analysis	NOUN
ajlm-1092	138	21	.	.	PUNCT
ajlm-1092	139	1	plos	plos	PROPN
ajlm-1092	139	2	one	one	NUM
ajlm-1092	139	3	.	.	PUNCT
ajlm-1092	140	1	2018;13(8):e0201731	2018;13(8):e0201731	NUM
ajlm-1092	140	2	.	.	PROPN
ajlm-1092	140	3	hossain	hossain	PROPN
ajlm-1092	140	4	st	st	PROPN
ajlm-1092	140	5	,	,	PUNCT
ajlm-1092	140	6	imtiaz	imtiaz	PROPN
ajlm-1092	140	7	es	es	PROPN
ajlm-1092	140	8	,	,	PUNCT
ajlm-1092	140	9	modak	modak	PROPN
ajlm-1092	140	10	pk	pk	PROPN
ajlm-1092	140	11	,	,	PUNCT
ajlm-1092	140	12	et	et	PROPN
ajlm-1092	140	13	al	al	PROPN
ajlm-1092	140	14	.	.	PROPN
ajlm-1092	140	15	gxalert	gxalert	PROPN
ajlm-1092	140	16	for	for	ADP
ajlm-1092	140	17	real	real	ADJ
ajlm-1092	140	18	-	-	PUNCT
ajlm-1092	140	19	time	time	NOUN
ajlm-1092	140	20	monitoring	monitoring	NOUN
ajlm-1092	140	21	management	management	NOUN
ajlm-1092	140	22	and	and	CCONJ
ajlm-1092	140	23	strengthening	strengthening	NOUN
ajlm-1092	140	24	of	of	ADP
ajlm-1092	140	25	remote	remote	ADJ
ajlm-1092	140	26	genexpert	genexpert	ADJ
ajlm-1092	140	27	network	network	NOUN
ajlm-1092	140	28	in	in	ADP
ajlm-1092	140	29	bangladesh	bangladesh	PROPN
ajlm-1092	141	1	[	[	X
ajlm-1092	141	2	homepage	homepage	NOUN
ajlm-1092	141	3	on	on	ADP
ajlm-1092	141	4	the	the	DET
ajlm-1092	141	5	internet	internet	NOUN
ajlm-1092	141	6	]	]	PUNCT
ajlm-1092	141	7	.	.	PUNCT
ajlm-1092	142	1	technical	technical	ADJ
ajlm-1092	142	2	brief	brief	NOUN
ajlm-1092	142	3	.	.	PUNCT
ajlm-1092	143	1	c2018	c2018	NOUN
ajlm-1092	144	1	[	[	X
ajlm-1092	144	2	updated	update	VERB
ajlm-1092	144	3	2018	2018	NUM
ajlm-1092	144	4	sept	sept	PROPN
ajlm-1092	144	5	21	21	NUM
ajlm-1092	144	6	;	;	PUNCT
ajlm-1092	144	7	cited	cite	VERB
ajlm-1092	144	8	2019	2019	NUM
ajlm-1092	144	9	july	july	PROPN
ajlm-1092	144	10	10	10	NUM
ajlm-1092	144	11	]	]	PUNCT
ajlm-1092	144	12	.	.	PUNCT
ajlm-1092	145	1	available	available	ADJ
ajlm-1092	145	2	from	from	ADP
ajlm-1092	145	3	:	:	PUNCT
ajlm-1092	145	4	https://www.msh.org/resources/gxalert-for-real-time-management-and-strengthening-of-remote-genexpert-network-in	https://www.msh.org/resources/gxalert-for-real-time-management-and-strengthening-of-remote-genexpert-network-in	PROPN
ajlm-1092	145	5	mengesha	mengesha	PROPN
ajlm-1092	145	6	e	e	PROPN
ajlm-1092	145	7	,	,	PUNCT
ajlm-1092	145	8	nyaruhirira	nyaruhirira	PROPN
ajlm-1092	145	9	a	a	PROPN
ajlm-1092	145	10	,	,	PUNCT
ajlm-1092	145	11	scholten	scholten	ADJ
ajlm-1092	145	12	j	j	PROPN
ajlm-1092	145	13	,	,	PUNCT
ajlm-1092	145	14	et	et	PROPN
ajlm-1092	145	15	al	al	PROPN
ajlm-1092	145	16	.	.	PUNCT
ajlm-1092	146	1	the	the	DET
ajlm-1092	146	2	experience	experience	NOUN
ajlm-1092	146	3	of	of	ADP
ajlm-1092	146	4	innovative	innovative	ADJ
ajlm-1092	146	5	specimen	speciman	NOUN
ajlm-1092	146	6	transportation	transportation	NOUN
ajlm-1092	146	7	and	and	CCONJ
ajlm-1092	146	8	genexpert	genexpert	ADJ
ajlm-1092	146	9	expansion	expansion	NOUN
ajlm-1092	146	10	in	in	ADP
ajlm-1092	146	11	ethiopia	ethiopia	PROPN
ajlm-1092	146	12	.	.	PUNCT
ajlm-1092	146	13	presented	present	VERB
ajlm-1092	146	14	at	at	ADP
ajlm-1092	146	15	:	:	PUNCT
ajlm-1092	146	16	49th	49th	ADJ
ajlm-1092	146	17	union	union	NOUN
ajlm-1092	146	18	world	world	NOUN
ajlm-1092	146	19	conference	conference	NOUN
ajlm-1092	146	20	on	on	ADP
ajlm-1092	146	21	lung	lung	NOUN
ajlm-1092	146	22	health	health	NOUN
ajlm-1092	146	23	;	;	PUNCT
ajlm-1092	146	24	2018	2018	NUM
ajlm-1092	146	25	oct	oct	NOUN
ajlm-1092	146	26	24–27	24–27	NUM
ajlm-1092	146	27	;	;	PUNCT
ajlm-1092	146	28	the	the	DET
ajlm-1092	146	29	hague	hague	NOUN
ajlm-1092	146	30	.	.	PUNCT
ajlm-1092	147	1	unitaid	unitaid	PROPN
ajlm-1092	147	2	.	.	PUNCT
ajlm-1092	148	1	unitaid	unitaid	PROPN
ajlm-1092	148	2	end	end	PROPN
ajlm-1092	148	3	-	-	PUNCT
ajlm-1092	148	4	of	of	ADP
ajlm-1092	148	5	-	-	PUNCT
ajlm-1092	148	6	project	project	NOUN
ajlm-1092	148	7	evaluation	evaluation	NOUN
ajlm-1092	148	8	:	:	PUNCT
ajlm-1092	148	9	tb	tb	AUX
ajlm-1092	148	10	genexpert	genexpert	X
ajlm-1092	148	11	:	:	PUNCT
ajlm-1092	148	12	scaling	scale	VERB
ajlm-1092	148	13	up	up	ADP
ajlm-1092	148	14	access	access	NOUN
ajlm-1092	148	15	to	to	ADP
ajlm-1092	148	16	contempory	contempory	NOUN
ajlm-1092	148	17	diagnostics	diagnostic	NOUN
ajlm-1092	148	18	for	for	ADP
ajlm-1092	148	19	tb	tb	PROPN
ajlm-1092	148	20	.	.	PUNCT
ajlm-1092	149	1	geneva	geneva	PROPN
ajlm-1092	149	2	:	:	PUNCT
ajlm-1092	150	1	dalberg	dalberg	PROPN
ajlm-1092	150	2	;	;	PUNCT
ajlm-1092	150	3	2017	2017	NUM
ajlm-1092	150	4	.	.	PUNCT
ajlm-1092	151	1	cepheid	cepheid	NOUN
ajlm-1092	151	2	.	.	PUNCT
ajlm-1092	152	1	improving	improve	VERB
ajlm-1092	152	2	your	your	PRON
ajlm-1092	152	3	experience	experience	NOUN
ajlm-1092	152	4	with	with	ADP
ajlm-1092	152	5	xpert	xpert	PROPN
ajlm-1092	152	6	mtb	mtb	PROPN
ajlm-1092	152	7	/	/	SYM
ajlm-1092	152	8	rif	rif	PROPN
ajlm-1092	153	1	[	[	X
ajlm-1092	153	2	homepage	homepage	NOUN
ajlm-1092	153	3	on	on	ADP
ajlm-1092	153	4	the	the	DET
ajlm-1092	153	5	internet	internet	NOUN
ajlm-1092	153	6	]	]	PUNCT
ajlm-1092	153	7	.	.	PUNCT
ajlm-1092	154	1	c2012	c2012	NOUN
ajlm-1092	155	1	[	[	NOUN
ajlm-1092	155	2	updated	update	VERB
ajlm-1092	155	3	may	may	PROPN
ajlm-1092	155	4	2012	2012	NUM
ajlm-1092	155	5	;	;	PUNCT
ajlm-1092	155	6	cited	cite	VERB
ajlm-1092	155	7	2019	2019	NUM
ajlm-1092	155	8	aug	aug	PROPN
ajlm-1092	155	9	12	12	NUM
ajlm-1092	155	10	]	]	PUNCT
ajlm-1092	155	11	.	.	PUNCT
ajlm-1092	156	1	available	available	ADJ
ajlm-1092	156	2	from	from	ADP
ajlm-1092	156	3	:	:	PUNCT
ajlm-1092	156	4	https://www.ghdonline.org/uploads/improving_your_experience_of_xpert_mtb_rif.pdf	https://www.ghdonline.org/uploads/improving_your_experience_of_xpert_mtb_rif.pdf	PROPN
ajlm-1092	156	5	kudzawu	kudzawu	PROPN
ajlm-1092	156	6	s.	s.	PROPN
ajlm-1092	156	7	genexpert	genexpert	PROPN
ajlm-1092	156	8	error	error	NOUN
ajlm-1092	156	9	codes	code	NOUN
ajlm-1092	156	10	:	:	PUNCT
ajlm-1092	156	11	an	an	DET
ajlm-1092	156	12	evaluation	evaluation	NOUN
ajlm-1092	156	13	of	of	ADP
ajlm-1092	156	14	their	their	PRON
ajlm-1092	156	15	definitions	definition	NOUN
ajlm-1092	156	16	and	and	CCONJ
ajlm-1092	156	17	its	its	PRON
ajlm-1092	156	18	implications	implication	NOUN
ajlm-1092	156	19	on	on	ADP
ajlm-1092	156	20	program	program	NOUN
ajlm-1092	156	21	strenghtening	strenghtening	NOUN
ajlm-1092	156	22	efforts	effort	NOUN
ajlm-1092	156	23	.	.	PUNCT
ajlm-1092	157	1	accepted	accept	VERB
ajlm-1092	157	2	to:50th	to:50th	PROPN
ajlm-1092	157	3	union	union	NOUN
ajlm-1092	157	4	world	world	NOUN
ajlm-1092	157	5	conference	conference	NOUN
ajlm-1092	157	6	on	on	ADP
ajlm-1092	157	7	lung	lung	NOUN
ajlm-1092	157	8	health	health	NOUN
ajlm-1092	157	9	;	;	PUNCT
ajlm-1092	157	10	2019	2019	NUM
ajlm-1092	157	11	oct	oct	NOUN
ajlm-1092	157	12	30	30	NUM
ajlm-1092	157	13	–	–	PUNCT
ajlm-1092	157	14	nov	nov	PROPN
ajlm-1092	157	15	2	2	NUM
ajlm-1092	157	16	;	;	PUNCT
ajlm-1092	157	17	hyderabad	hyderabad	PROPN
ajlm-1092	157	18	.	.	PUNCT
ajlm-1092	158	1	agbaiyero	agbaiyero	PROPN
ajlm-1092	158	2	kj	kj	PROPN
ajlm-1092	158	3	,	,	PUNCT
ajlm-1092	158	4	emeka	emeka	PROPN
ajlm-1092	158	5	e	e	NOUN
ajlm-1092	158	6	,	,	PUNCT
ajlm-1092	158	7	kuye	kuye	PROPN
ajlm-1092	158	8	o.	o.	PROPN
ajlm-1092	158	9	benefits	benefit	NOUN
ajlm-1092	158	10	of	of	ADP
ajlm-1092	158	11	using	use	VERB
ajlm-1092	158	12	technology	technology	NOUN
ajlm-1092	158	13	supported	support	VERB
ajlm-1092	158	14	gxalert	gxalert	ADJ
ajlm-1092	158	15	in	in	ADP
ajlm-1092	158	16	managing	manage	VERB
ajlm-1092	158	17	genexpert	genexpert	VERB
ajlm-1092	158	18	high	high	ADJ
ajlm-1092	158	19	error	error	NOUN
ajlm-1092	158	20	rates	rate	NOUN
ajlm-1092	158	21	in	in	ADP
ajlm-1092	158	22	nigeria	nigeria	PROPN
ajlm-1092	158	23	.	.	PUNCT
ajlm-1092	159	1	presented	present	VERB
ajlm-1092	159	2	at	at	ADP
ajlm-1092	159	3	:	:	PUNCT
ajlm-1092	159	4	49th	49th	ADJ
ajlm-1092	159	5	union	union	NOUN
ajlm-1092	159	6	world	world	NOUN
ajlm-1092	159	7	conference	conference	NOUN
ajlm-1092	159	8	on	on	ADP
ajlm-1092	159	9	lung	lung	NOUN
ajlm-1092	159	10	health	health	NOUN
ajlm-1092	159	11	;	;	PUNCT
ajlm-1092	159	12	2018	2018	NUM
ajlm-1092	159	13	oct	oct	NOUN
ajlm-1092	159	14	24–27	24–27	NUM
ajlm-1092	159	15	;	;	PUNCT
ajlm-1092	159	16	the	the	DET
ajlm-1092	159	17	hague	hague	NOUN
ajlm-1092	159	18	.	.	PUNCT
ajlm-1092	160	1	wagenaar	wagenaar	NOUN
ajlm-1092	160	2	bh	bh	NOUN
ajlm-1092	160	3	,	,	PUNCT
ajlm-1092	160	4	hirschhorn	hirschhorn	PROPN
ajlm-1092	160	5	lr	lr	NOUN
ajlm-1092	160	6	,	,	PUNCT
ajlm-1092	160	7	henley	henley	PROPN
ajlm-1092	160	8	c	c	NOUN
ajlm-1092	160	9	,	,	PUNCT
ajlm-1092	160	10	et	et	PROPN
ajlm-1092	160	11	al	al	PROPN
ajlm-1092	160	12	.	.	PROPN
ajlm-1092	160	13	data	data	NOUN
ajlm-1092	160	14	-	-	PUNCT
ajlm-1092	160	15	driven	drive	VERB
ajlm-1092	160	16	quality	quality	NOUN
ajlm-1092	160	17	improvement	improvement	NOUN
ajlm-1092	160	18	in	in	ADP
ajlm-1092	160	19	low	low	ADJ
ajlm-1092	160	20	-	-	PUNCT
ajlm-1092	160	21	and	and	CCONJ
ajlm-1092	160	22	middle	middle	ADJ
ajlm-1092	160	23	-	-	PUNCT
ajlm-1092	160	24	income	income	NOUN
ajlm-1092	160	25	country	country	NOUN
ajlm-1092	160	26	health	health	NOUN
ajlm-1092	160	27	systems	system	NOUN
ajlm-1092	160	28	:	:	PUNCT
ajlm-1092	160	29	lessons	lesson	NOUN
ajlm-1092	160	30	from	from	ADP
ajlm-1092	160	31	seven	seven	NUM
ajlm-1092	160	32	years	year	NOUN
ajlm-1092	160	33	of	of	ADP
ajlm-1092	160	34	implementation	implementation	NOUN
ajlm-1092	160	35	experience	experience	NOUN
ajlm-1092	160	36	across	across	ADP
ajlm-1092	160	37	mozambique	mozambique	PROPN
ajlm-1092	160	38	,	,	PUNCT
ajlm-1092	160	39	rwanda	rwanda	PROPN
ajlm-1092	160	40	,	,	PUNCT
ajlm-1092	160	41	and	and	CCONJ
ajlm-1092	160	42	zambia	zambia	PROPN
ajlm-1092	160	43	.	.	PUNCT
ajlm-1092	161	1	bmc	bmc	PROPN
ajlm-1092	161	2	health	health	PROPN
ajlm-1092	161	3	serv	serv	PROPN
ajlm-1092	161	4	res	res	PROPN
ajlm-1092	161	5	.	.	PUNCT
ajlm-1092	162	1	2017;17(suppl	2017;17(suppl	NOUN
ajlm-1092	162	2	3):830	3):830	NUM
ajlm-1092	162	3	.	.	PUNCT
ajlm-1092	163	1	https://doi.org/10.1186/s12913-017-2661-x	https://doi.org/10.1186/s12913-017-2661-x	ADJ