id	sid	tid	token	lemma	pos
ajlm-781	1	1	abstract	abstract	ADJ
ajlm-781	1	2	introduction	introduction	NOUN
ajlm-781	1	3	situation	situation	NOUN
ajlm-781	1	4	analysis	analysis	NOUN
ajlm-781	1	5	of	of	ADP
ajlm-781	1	6	drug	drug	NOUN
ajlm-781	1	7	resistant	resistant	ADJ
ajlm-781	1	8	tuberculosis	tuberculosis	NOUN
ajlm-781	1	9	in	in	ADP
ajlm-781	1	10	africa	africa	PROPN
ajlm-781	1	11	towards	towards	ADP
ajlm-781	1	12	ending	end	VERB
ajlm-781	1	13	drug	drug	NOUN
ajlm-781	1	14	resistant	resistant	ADJ
ajlm-781	1	15	tuberculosis	tuberculosis	NOUN
ajlm-781	1	16	in	in	ADP
ajlm-781	1	17	africa	africa	PROPN
ajlm-781	1	18	acknowledgements	acknowledgement	NOUN
ajlm-781	1	19	references	reference	NOUN
ajlm-781	1	20	appendix	appendix	VERB
ajlm-781	1	21	1	1	NUM
ajlm-781	1	22	about	about	ADP
ajlm-781	1	23	the	the	DET
ajlm-781	1	24	author(s	author(s	PROPN
ajlm-781	1	25	)	)	PUNCT
ajlm-781	1	26	nazir	nazir	PROPN
ajlm-781	1	27	ismail	ismail	PROPN
ajlm-781	1	28	center	center	PROPN
ajlm-781	1	29	for	for	ADP
ajlm-781	1	30	tuberculosis	tuberculosis	NOUN
ajlm-781	1	31	,	,	PUNCT
ajlm-781	1	32	national	national	PROPN
ajlm-781	1	33	institute	institute	NOUN
ajlm-781	1	34	for	for	ADP
ajlm-781	1	35	communicable	communicable	NOUN
ajlm-781	1	36	diseases	disease	NOUN
ajlm-781	1	37	,	,	PUNCT
ajlm-781	1	38	national	national	PROPN
ajlm-781	1	39	health	health	PROPN
ajlm-781	1	40	laboratory	laboratory	PROPN
ajlm-781	1	41	services	services	PROPN
ajlm-781	1	42	,	,	PUNCT
ajlm-781	1	43	johannesburg	johannesburg	PROPN
ajlm-781	1	44	,	,	PUNCT
ajlm-781	1	45	south	south	PROPN
ajlm-781	1	46	africa	africa	PROPN
ajlm-781	1	47	department	department	PROPN
ajlm-781	1	48	of	of	ADP
ajlm-781	1	49	medical	medical	ADJ
ajlm-781	1	50	microbiology	microbiology	NOUN
ajlm-781	1	51	,	,	PUNCT
ajlm-781	1	52	university	university	NOUN
ajlm-781	1	53	of	of	ADP
ajlm-781	1	54	pretoria	pretoria	PROPN
ajlm-781	1	55	,	,	PUNCT
ajlm-781	1	56	pretoria	pretoria	PROPN
ajlm-781	1	57	,	,	PUNCT
ajlm-781	1	58	south	south	PROPN
ajlm-781	1	59	africa	africa	PROPN
ajlm-781	1	60	department	department	PROPN
ajlm-781	1	61	of	of	ADP
ajlm-781	1	62	internal	internal	ADJ
ajlm-781	1	63	medicine	medicine	NOUN
ajlm-781	1	64	,	,	PUNCT
ajlm-781	1	65	university	university	NOUN
ajlm-781	1	66	of	of	ADP
ajlm-781	1	67	witwatersrand	witwatersrand	PROPN
ajlm-781	1	68	,	,	PUNCT
ajlm-781	1	69	johannesburg	johannesburg	PROPN
ajlm-781	1	70	,	,	PUNCT
ajlm-781	1	71	south	south	PROPN
ajlm-781	1	72	africa	africa	PROPN
ajlm-781	1	73	farzana	farzana	PROPN
ajlm-781	1	74	ismail	ismail	PROPN
ajlm-781	1	75	center	center	PROPN
ajlm-781	1	76	for	for	ADP
ajlm-781	1	77	tuberculosis	tuberculosis	NOUN
ajlm-781	1	78	,	,	PUNCT
ajlm-781	1	79	national	national	PROPN
ajlm-781	1	80	institute	institute	NOUN
ajlm-781	1	81	for	for	ADP
ajlm-781	1	82	communicable	communicable	NOUN
ajlm-781	1	83	diseases	disease	NOUN
ajlm-781	1	84	,	,	PUNCT
ajlm-781	1	85	national	national	PROPN
ajlm-781	1	86	health	health	PROPN
ajlm-781	1	87	laboratory	laboratory	PROPN
ajlm-781	1	88	services	services	PROPN
ajlm-781	1	89	,	,	PUNCT
ajlm-781	1	90	johannesburg	johannesburg	PROPN
ajlm-781	1	91	,	,	PUNCT
ajlm-781	1	92	south	south	PROPN
ajlm-781	1	93	africa	africa	PROPN
ajlm-781	1	94	department	department	PROPN
ajlm-781	1	95	of	of	ADP
ajlm-781	1	96	medical	medical	ADJ
ajlm-781	1	97	microbiology	microbiology	NOUN
ajlm-781	1	98	,	,	PUNCT
ajlm-781	1	99	university	university	NOUN
ajlm-781	1	100	of	of	ADP
ajlm-781	1	101	pretoria	pretoria	PROPN
ajlm-781	1	102	,	,	PUNCT
ajlm-781	1	103	pretoria	pretoria	PROPN
ajlm-781	1	104	,	,	PUNCT
ajlm-781	1	105	south	south	PROPN
ajlm-781	1	106	africa	africa	PROPN
ajlm-781	1	107	shaheed	shaheed	PROPN
ajlm-781	1	108	v.	v.	ADP
ajlm-781	1	109	omar	omar	PROPN
ajlm-781	1	110	center	center	PROPN
ajlm-781	1	111	for	for	ADP
ajlm-781	1	112	tuberculosis	tuberculosis	NOUN
ajlm-781	1	113	,	,	PUNCT
ajlm-781	1	114	national	national	PROPN
ajlm-781	1	115	institute	institute	NOUN
ajlm-781	1	116	for	for	ADP
ajlm-781	1	117	communicable	communicable	NOUN
ajlm-781	1	118	diseases	disease	NOUN
ajlm-781	1	119	,	,	PUNCT
ajlm-781	1	120	national	national	PROPN
ajlm-781	1	121	health	health	PROPN
ajlm-781	1	122	laboratory	laboratory	PROPN
ajlm-781	1	123	services	services	PROPN
ajlm-781	1	124	,	,	PUNCT
ajlm-781	1	125	johannesburg	johannesburg	PROPN
ajlm-781	1	126	,	,	PUNCT
ajlm-781	1	127	south	south	PROPN
ajlm-781	1	128	africa	africa	PROPN
ajlm-781	1	129	linsay	linsay	PROPN
ajlm-781	1	130	blows	blow	VERB
ajlm-781	1	131	center	center	NOUN
ajlm-781	1	132	for	for	ADP
ajlm-781	1	133	tuberculosis	tuberculosis	NOUN
ajlm-781	1	134	,	,	PUNCT
ajlm-781	1	135	national	national	PROPN
ajlm-781	1	136	institute	institute	NOUN
ajlm-781	1	137	for	for	ADP
ajlm-781	1	138	communicable	communicable	NOUN
ajlm-781	1	139	diseases	disease	NOUN
ajlm-781	1	140	,	,	PUNCT
ajlm-781	1	141	national	national	PROPN
ajlm-781	1	142	health	health	PROPN
ajlm-781	1	143	laboratory	laboratory	PROPN
ajlm-781	1	144	services	services	PROPN
ajlm-781	1	145	,	,	PUNCT
ajlm-781	1	146	johannesburg	johannesburg	PROPN
ajlm-781	1	147	,	,	PUNCT
ajlm-781	1	148	south	south	PROPN
ajlm-781	1	149	africa	africa	PROPN
ajlm-781	1	150	yasmin	yasmin	PROPN
ajlm-781	1	151	gardee	gardee	PROPN
ajlm-781	1	152	center	center	PROPN
ajlm-781	1	153	for	for	ADP
ajlm-781	1	154	tuberculosis	tuberculosis	NOUN
ajlm-781	1	155	,	,	PUNCT
ajlm-781	1	156	national	national	PROPN
ajlm-781	1	157	institute	institute	NOUN
ajlm-781	1	158	for	for	ADP
ajlm-781	1	159	communicable	communicable	NOUN
ajlm-781	1	160	diseases	disease	NOUN
ajlm-781	1	161	,	,	PUNCT
ajlm-781	1	162	national	national	PROPN
ajlm-781	1	163	health	health	PROPN
ajlm-781	1	164	laboratory	laboratory	PROPN
ajlm-781	1	165	services	services	PROPN
ajlm-781	1	166	,	,	PUNCT
ajlm-781	1	167	johannesburg	johannesburg	PROPN
ajlm-781	1	168	,	,	PUNCT
ajlm-781	1	169	south	south	PROPN
ajlm-781	1	170	africa	africa	PROPN
ajlm-781	1	171	hendrik	hendrik	PROPN
ajlm-781	1	172	koornhof	koornhof	PROPN
ajlm-781	1	173	center	center	PROPN
ajlm-781	1	174	for	for	ADP
ajlm-781	1	175	tuberculosis	tuberculosis	NOUN
ajlm-781	1	176	,	,	PUNCT
ajlm-781	1	177	national	national	PROPN
ajlm-781	1	178	institute	institute	NOUN
ajlm-781	1	179	for	for	ADP
ajlm-781	1	180	communicable	communicable	NOUN
ajlm-781	1	181	diseases	disease	NOUN
ajlm-781	1	182	,	,	PUNCT
ajlm-781	1	183	national	national	PROPN
ajlm-781	1	184	health	health	PROPN
ajlm-781	1	185	laboratory	laboratory	PROPN
ajlm-781	1	186	services	services	PROPN
ajlm-781	1	187	,	,	PUNCT
ajlm-781	1	188	johannesburg	johannesburg	PROPN
ajlm-781	1	189	,	,	PUNCT
ajlm-781	1	190	south	south	PROPN
ajlm-781	1	191	africa	africa	PROPN
ajlm-781	1	192	philip	philip	PROPN
ajlm-781	1	193	c.	c.	PROPN
ajlm-781	1	194	onyebujoh	onyebujoh	PROPN
ajlm-781	1	195	africa	africa	PROPN
ajlm-781	1	196	centres	centre	VERB
ajlm-781	1	197	for	for	ADP
ajlm-781	1	198	disease	disease	NOUN
ajlm-781	1	199	control	control	NOUN
ajlm-781	1	200	and	and	CCONJ
ajlm-781	1	201	prevention	prevention	NOUN
ajlm-781	1	202	,	,	PUNCT
ajlm-781	1	203	addis	addis	PROPN
ajlm-781	1	204	ababa	ababa	PROPN
ajlm-781	1	205	,	,	PUNCT
ajlm-781	1	206	ethiopia	ethiopia	PROPN
ajlm-781	1	207	citation	citation	PROPN
ajlm-781	1	208	ismail	ismail	PROPN
ajlm-781	1	209	n	n	PROPN
ajlm-781	1	210	,	,	PUNCT
ajlm-781	1	211	ismail	ismail	PROPN
ajlm-781	1	212	f	f	PROPN
ajlm-781	1	213	,	,	PUNCT
ajlm-781	1	214	omar	omar	PROPN
ajlm-781	1	215	sv	sv	PROPN
ajlm-781	1	216	,	,	PUNCT
ajlm-781	1	217	et	et	PROPN
ajlm-781	1	218	al	al	PROPN
ajlm-781	1	219	.	.	PROPN
ajlm-781	1	220	drug	drug	NOUN
ajlm-781	1	221	resistant	resistant	ADJ
ajlm-781	1	222	tuberculosis	tuberculosis	NOUN
ajlm-781	1	223	in	in	ADP
ajlm-781	1	224	africa	africa	PROPN
ajlm-781	1	225	:	:	PUNCT
ajlm-781	1	226	current	current	ADJ
ajlm-781	1	227	status	status	NOUN
ajlm-781	1	228	,	,	PUNCT
ajlm-781	1	229	gaps	gap	NOUN
ajlm-781	1	230	and	and	CCONJ
ajlm-781	1	231	opportunities	opportunity	NOUN
ajlm-781	1	232	.	.	PUNCT
ajlm-781	2	1	afr	afr	PROPN
ajlm-781	2	2	j	j	PROPN
ajlm-781	2	3	lab	lab	PROPN
ajlm-781	2	4	med	med	PROPN
ajlm-781	2	5	.	.	PUNCT
ajlm-781	2	6	2018;7(2	2018;7(2	NUM
ajlm-781	2	7	)	)	PUNCT
ajlm-781	2	8	,	,	PUNCT
ajlm-781	2	9	a781	a781	NUM
ajlm-781	2	10	.	.	PUNCT
ajlm-781	3	1	https://doi.org/10.4102/ajlm.v7i2.781	https://doi.org/10.4102/ajlm.v7i2.781	PROPN
ajlm-781	3	2	review	review	NOUN
ajlm-781	3	3	article	article	NOUN
ajlm-781	3	4	drug	drug	NOUN
ajlm-781	3	5	resistant	resistant	ADJ
ajlm-781	3	6	tuberculosis	tuberculosis	NOUN
ajlm-781	3	7	in	in	ADP
ajlm-781	3	8	africa	africa	PROPN
ajlm-781	3	9	:	:	PUNCT
ajlm-781	3	10	current	current	ADJ
ajlm-781	3	11	status	status	NOUN
ajlm-781	3	12	,	,	PUNCT
ajlm-781	3	13	gaps	gap	NOUN
ajlm-781	3	14	and	and	CCONJ
ajlm-781	3	15	opportunities	opportunity	NOUN
ajlm-781	3	16	nazir	nazir	PROPN
ajlm-781	3	17	ismail	ismail	PROPN
ajlm-781	3	18	,	,	PUNCT
ajlm-781	3	19	farzana	farzana	PROPN
ajlm-781	3	20	ismail	ismail	PROPN
ajlm-781	3	21	,	,	PUNCT
ajlm-781	3	22	shaheed	shaheed	NOUN
ajlm-781	3	23	v.	v.	ADP
ajlm-781	3	24	omar	omar	PROPN
ajlm-781	3	25	,	,	PUNCT
ajlm-781	3	26	linsay	linsay	PROPN
ajlm-781	3	27	blows	blow	NOUN
ajlm-781	3	28	,	,	PUNCT
ajlm-781	3	29	yasmin	yasmin	PROPN
ajlm-781	3	30	gardee	gardee	PROPN
ajlm-781	3	31	,	,	PUNCT
ajlm-781	3	32	hendrik	hendrik	PROPN
ajlm-781	3	33	koornhof	koornhof	PROPN
ajlm-781	3	34	,	,	PUNCT
ajlm-781	3	35	philip	philip	PROPN
ajlm-781	3	36	c.	c.	PROPN
ajlm-781	3	37	onyebujoh	onyebujoh	PROPN
ajlm-781	3	38	received	receive	VERB
ajlm-781	3	39	:	:	PUNCT
ajlm-781	3	40	01	01	NUM
ajlm-781	3	41	feb	feb	NOUN
ajlm-781	3	42	.	.	PROPN
ajlm-781	3	43	2018	2018	NUM
ajlm-781	3	44	;	;	PUNCT
ajlm-781	3	45	accepted	accept	VERB
ajlm-781	3	46	:	:	PUNCT
ajlm-781	3	47	12	12	NUM
ajlm-781	3	48	sept	sept	PROPN
ajlm-781	3	49	.	.	PROPN
ajlm-781	3	50	2018	2018	NUM
ajlm-781	3	51	;	;	PUNCT
ajlm-781	3	52	published	publish	VERB
ajlm-781	3	53	:	:	PUNCT
ajlm-781	3	54	06	06	NUM
ajlm-781	3	55	dec	dec	PROPN
ajlm-781	3	56	.	.	PROPN
ajlm-781	4	1	2018	2018	NUM
ajlm-781	4	2	copyright	copyright	NOUN
ajlm-781	4	3	:	:	PUNCT
ajlm-781	4	4	©	©	PROPN
ajlm-781	4	5	2018	2018	NUM
ajlm-781	4	6	.	.	PUNCT
ajlm-781	5	1	the	the	DET
ajlm-781	5	2	author(s	author(s	PROPN
ajlm-781	5	3	)	)	PUNCT
ajlm-781	5	4	.	.	PUNCT
ajlm-781	6	1	licensee	licensee	NOUN
ajlm-781	6	2	:	:	PUNCT
ajlm-781	6	3	aosis	aosis	NOUN
ajlm-781	6	4	.	.	PUNCT
ajlm-781	7	1	this	this	PRON
ajlm-781	7	2	is	be	AUX
ajlm-781	7	3	an	an	DET
ajlm-781	7	4	open	open	ADJ
ajlm-781	7	5	access	access	NOUN
ajlm-781	7	6	article	article	NOUN
ajlm-781	7	7	distributed	distribute	VERB
ajlm-781	7	8	under	under	ADP
ajlm-781	7	9	the	the	DET
ajlm-781	7	10	terms	term	NOUN
ajlm-781	7	11	of	of	ADP
ajlm-781	7	12	the	the	DET
ajlm-781	7	13	creative	creative	ADJ
ajlm-781	7	14	commons	common	NOUN
ajlm-781	7	15	attribution	attribution	NOUN
ajlm-781	7	16	license	license	NOUN
ajlm-781	7	17	,	,	PUNCT
ajlm-781	7	18	which	which	PRON
ajlm-781	7	19	permits	permit	VERB
ajlm-781	7	20	unrestricted	unrestricted	ADJ
ajlm-781	7	21	use	use	NOUN
ajlm-781	7	22	,	,	PUNCT
ajlm-781	7	23	distribution	distribution	NOUN
ajlm-781	7	24	,	,	PUNCT
ajlm-781	7	25	and	and	CCONJ
ajlm-781	7	26	reproduction	reproduction	NOUN
ajlm-781	7	27	in	in	ADP
ajlm-781	7	28	any	any	DET
ajlm-781	7	29	medium	medium	NOUN
ajlm-781	7	30	,	,	PUNCT
ajlm-781	7	31	provided	provide	VERB
ajlm-781	7	32	the	the	DET
ajlm-781	7	33	original	original	ADJ
ajlm-781	7	34	work	work	NOUN
ajlm-781	7	35	is	be	AUX
ajlm-781	7	36	properly	properly	ADV
ajlm-781	7	37	cited	cite	VERB
ajlm-781	7	38	.	.	PUNCT
ajlm-781	8	1	abstract	abstract	ADJ
ajlm-781	8	2	background	background	NOUN
ajlm-781	8	3	:	:	PUNCT
ajlm-781	8	4	the	the	DET
ajlm-781	8	5	world	world	PROPN
ajlm-781	8	6	health	health	PROPN
ajlm-781	8	7	organization	organization	NOUN
ajlm-781	8	8	end	end	VERB
ajlm-781	8	9	tb	tb	ADP
ajlm-781	8	10	strategy	strategy	NOUN
ajlm-781	8	11	targets	target	NOUN
ajlm-781	8	12	for	for	ADP
ajlm-781	8	13	2035	2035	NUM
ajlm-781	8	14	are	be	AUX
ajlm-781	8	15	ambitious	ambitious	ADJ
ajlm-781	8	16	and	and	CCONJ
ajlm-781	8	17	drug	drug	NOUN
ajlm-781	8	18	resistant	resistant	ADJ
ajlm-781	8	19	tuberculosis	tuberculosis	NOUN
ajlm-781	8	20	is	be	AUX
ajlm-781	8	21	an	an	DET
ajlm-781	8	22	important	important	ADJ
ajlm-781	8	23	barrier	barrier	NOUN
ajlm-781	8	24	,	,	PUNCT
ajlm-781	8	25	particularly	particularly	ADV
ajlm-781	8	26	in	in	ADP
ajlm-781	8	27	africa	africa	PROPN
ajlm-781	8	28	,	,	PUNCT
ajlm-781	8	29	home	home	ADV
ajlm-781	8	30	to	to	ADP
ajlm-781	8	31	over	over	ADP
ajlm-781	8	32	a	a	DET
ajlm-781	8	33	billion	billion	NUM
ajlm-781	8	34	people	people	NOUN
ajlm-781	8	35	.	.	PUNCT
ajlm-781	9	1	objective	objective	ADJ
ajlm-781	9	2	:	:	PUNCT
ajlm-781	9	3	we	we	PRON
ajlm-781	9	4	sought	seek	VERB
ajlm-781	9	5	to	to	PART
ajlm-781	9	6	review	review	VERB
ajlm-781	9	7	the	the	DET
ajlm-781	9	8	current	current	ADJ
ajlm-781	9	9	status	status	NOUN
ajlm-781	9	10	of	of	ADP
ajlm-781	9	11	drug	drug	NOUN
ajlm-781	9	12	resistant	resistant	ADJ
ajlm-781	9	13	tuberculosis	tuberculosis	NOUN
ajlm-781	9	14	in	in	ADP
ajlm-781	9	15	africa	africa	PROPN
ajlm-781	9	16	and	and	CCONJ
ajlm-781	9	17	highlight	highlight	VERB
ajlm-781	9	18	key	key	ADJ
ajlm-781	9	19	areas	area	NOUN
ajlm-781	9	20	requiring	require	VERB
ajlm-781	9	21	improvement	improvement	NOUN
ajlm-781	9	22	.	.	PUNCT
ajlm-781	10	1	methods	method	NOUN
ajlm-781	10	2	:	:	PUNCT
ajlm-781	10	3	available	available	ADJ
ajlm-781	10	4	data	datum	NOUN
ajlm-781	10	5	from	from	ADP
ajlm-781	10	6	2016	2016	NUM
ajlm-781	10	7	world	world	PROPN
ajlm-781	10	8	health	health	NOUN
ajlm-781	10	9	organization	organization	NOUN
ajlm-781	10	10	global	global	ADJ
ajlm-781	10	11	tuberculosis	tuberculosis	NOUN
ajlm-781	10	12	database	database	NOUN
ajlm-781	10	13	were	be	AUX
ajlm-781	10	14	extracted	extract	VERB
ajlm-781	10	15	and	and	CCONJ
ajlm-781	10	16	analysed	analyse	VERB
ajlm-781	10	17	using	use	VERB
ajlm-781	10	18	descriptive	descriptive	ADJ
ajlm-781	10	19	statistics	statistic	NOUN
ajlm-781	10	20	.	.	PUNCT
ajlm-781	11	1	results	result	NOUN
ajlm-781	11	2	:	:	PUNCT
ajlm-781	11	3	the	the	DET
ajlm-781	11	4	true	true	ADJ
ajlm-781	11	5	burden	burden	NOUN
ajlm-781	11	6	of	of	ADP
ajlm-781	11	7	drug	drug	NOUN
ajlm-781	11	8	resistant	resistant	ADJ
ajlm-781	11	9	tuberculosis	tuberculosis	NOUN
ajlm-781	11	10	on	on	ADP
ajlm-781	11	11	the	the	DET
ajlm-781	11	12	continent	continent	NOUN
ajlm-781	11	13	is	be	AUX
ajlm-781	11	14	poorly	poorly	ADV
ajlm-781	11	15	described	describe	VERB
ajlm-781	11	16	with	with	ADP
ajlm-781	11	17	only	only	ADV
ajlm-781	11	18	51	51	NUM
ajlm-781	11	19	%	%	NOUN
ajlm-781	11	20	of	of	ADP
ajlm-781	11	21	countries	country	NOUN
ajlm-781	11	22	having	have	VERB
ajlm-781	11	23	a	a	DET
ajlm-781	11	24	formal	formal	ADJ
ajlm-781	11	25	survey	survey	NOUN
ajlm-781	11	26	completed	complete	VERB
ajlm-781	11	27	.	.	PUNCT
ajlm-781	12	1	in	in	ADP
ajlm-781	12	2	the	the	DET
ajlm-781	12	3	absence	absence	NOUN
ajlm-781	12	4	of	of	ADP
ajlm-781	12	5	this	this	DET
ajlm-781	12	6	data	data	NOUN
ajlm-781	12	7	,	,	PUNCT
ajlm-781	12	8	modelled	model	VERB
ajlm-781	12	9	estimates	estimate	NOUN
ajlm-781	12	10	were	be	AUX
ajlm-781	12	11	used	use	VERB
ajlm-781	12	12	and	and	CCONJ
ajlm-781	12	13	reported	report	VERB
ajlm-781	12	14	92	92	NUM
ajlm-781	12	15	629	629	NUM
ajlm-781	12	16	drug	drug	NOUN
ajlm-781	12	17	resistant	resistant	ADJ
ajlm-781	12	18	tuberculosis	tuberculosis	NOUN
ajlm-781	12	19	cases	case	NOUN
ajlm-781	12	20	with	with	ADP
ajlm-781	12	21	42	42	NUM
ajlm-781	12	22	%	%	NOUN
ajlm-781	12	23	of	of	ADP
ajlm-781	12	24	these	these	PRON
ajlm-781	12	25	occurring	occur	VERB
ajlm-781	12	26	in	in	ADP
ajlm-781	12	27	just	just	ADV
ajlm-781	12	28	two	two	NUM
ajlm-781	12	29	countries	country	NOUN
ajlm-781	12	30	:	:	PUNCT
ajlm-781	12	31	nigeria	nigeria	PROPN
ajlm-781	12	32	and	and	CCONJ
ajlm-781	12	33	south	south	PROPN
ajlm-781	12	34	africa	africa	PROPN
ajlm-781	12	35	.	.	PUNCT
ajlm-781	13	1	of	of	ADP
ajlm-781	13	2	the	the	DET
ajlm-781	13	3	cases	case	NOUN
ajlm-781	13	4	estimated	estimate	VERB
ajlm-781	13	5	,	,	PUNCT
ajlm-781	13	6	the	the	DET
ajlm-781	13	7	majority	majority	NOUN
ajlm-781	13	8	of	of	ADP
ajlm-781	13	9	patients	patient	NOUN
ajlm-781	13	10	(	(	PUNCT
ajlm-781	13	11	70	70	NUM
ajlm-781	13	12	%	%	NOUN
ajlm-781	13	13	)	)	PUNCT
ajlm-781	13	14	were	be	AUX
ajlm-781	13	15	not	not	PART
ajlm-781	13	16	notified	notify	VERB
ajlm-781	13	17	,	,	PUNCT
ajlm-781	13	18	representing	represent	VERB
ajlm-781	13	19	‘	'	PUNCT
ajlm-781	13	20	missed	miss	VERB
ajlm-781	13	21	cases	case	NOUN
ajlm-781	13	22	’	'	PUNCT
ajlm-781	13	23	.	.	PUNCT
ajlm-781	14	1	mortality	mortality	NOUN
ajlm-781	14	2	among	among	ADP
ajlm-781	14	3	patients	patient	NOUN
ajlm-781	14	4	with	with	ADP
ajlm-781	14	5	multi	multi	ADJ
ajlm-781	14	6	-	-	ADJ
ajlm-781	14	7	drug	drug	ADJ
ajlm-781	14	8	resistant	resistant	ADJ
ajlm-781	14	9	tuberculosis	tuberculosis	NOUN
ajlm-781	14	10	was	be	AUX
ajlm-781	14	11	21	21	NUM
ajlm-781	14	12	%	%	NOUN
ajlm-781	14	13	,	,	PUNCT
ajlm-781	14	14	and	and	CCONJ
ajlm-781	14	15	was	be	AUX
ajlm-781	14	16	43	43	NUM
ajlm-781	14	17	%	%	NOUN
ajlm-781	14	18	among	among	ADP
ajlm-781	14	19	those	those	PRON
ajlm-781	14	20	with	with	ADP
ajlm-781	14	21	extensively	extensively	ADV
ajlm-781	14	22	drug	drug	NOUN
ajlm-781	14	23	resistant	resistant	ADJ
ajlm-781	14	24	tuberculosis	tuberculosis	NOUN
ajlm-781	14	25	.	.	PUNCT
ajlm-781	15	1	policies	policy	NOUN
ajlm-781	15	2	on	on	ADP
ajlm-781	15	3	the	the	DET
ajlm-781	15	4	adoption	adoption	NOUN
ajlm-781	15	5	of	of	ADP
ajlm-781	15	6	new	new	ADJ
ajlm-781	15	7	diagnostic	diagnostic	ADJ
ajlm-781	15	8	tools	tool	NOUN
ajlm-781	15	9	was	be	AUX
ajlm-781	15	10	poor	poor	ADJ
ajlm-781	15	11	and	and	CCONJ
ajlm-781	15	12	implementation	implementation	NOUN
ajlm-781	15	13	was	be	AUX
ajlm-781	15	14	lacking	lack	VERB
ajlm-781	15	15	.	.	PUNCT
ajlm-781	16	1	a	a	DET
ajlm-781	16	2	rifampicin	rifampicin	VERB
ajlm-781	16	3	result	result	NOUN
ajlm-781	16	4	was	be	AUX
ajlm-781	16	5	available	available	ADJ
ajlm-781	16	6	for	for	ADP
ajlm-781	16	7	less	less	ADJ
ajlm-781	16	8	than	than	ADP
ajlm-781	16	9	10	10	NUM
ajlm-781	16	10	%	%	NOUN
ajlm-781	16	11	of	of	ADP
ajlm-781	16	12	tuberculosis	tuberculosis	NOUN
ajlm-781	16	13	cases	case	NOUN
ajlm-781	16	14	in	in	ADP
ajlm-781	16	15	23	23	NUM
ajlm-781	16	16	of	of	ADP
ajlm-781	16	17	47	47	NUM
ajlm-781	16	18	countries	country	NOUN
ajlm-781	16	19	.	.	PUNCT
ajlm-781	17	1	second	second	ADJ
ajlm-781	17	2	-	-	PUNCT
ajlm-781	17	3	line	line	NOUN
ajlm-781	17	4	drug	drug	NOUN
ajlm-781	17	5	resistance	resistance	NOUN
ajlm-781	17	6	testing	testing	NOUN
ajlm-781	17	7	was	be	AUX
ajlm-781	17	8	available	available	ADJ
ajlm-781	17	9	in	in	ADP
ajlm-781	17	10	only	only	ADV
ajlm-781	17	11	60	60	NUM
ajlm-781	17	12	%	%	NOUN
ajlm-781	17	13	of	of	ADP
ajlm-781	17	14	countries	country	NOUN
ajlm-781	17	15	.	.	PUNCT
ajlm-781	18	1	the	the	DET
ajlm-781	18	2	introduction	introduction	NOUN
ajlm-781	18	3	of	of	ADP
ajlm-781	18	4	the	the	DET
ajlm-781	18	5	short	short	ADJ
ajlm-781	18	6	multi	multi	ADJ
ajlm-781	18	7	-	-	ADJ
ajlm-781	18	8	drug	drug	ADJ
ajlm-781	18	9	resistant	resistant	ADJ
ajlm-781	18	10	tuberculosis	tuberculosis	NOUN
ajlm-781	18	11	regimen	regimen	NOUN
ajlm-781	18	12	was	be	AUX
ajlm-781	18	13	a	a	DET
ajlm-781	18	14	welcome	welcome	ADJ
ajlm-781	18	15	development	development	NOUN
ajlm-781	18	16	,	,	PUNCT
ajlm-781	18	17	with	with	ADP
ajlm-781	18	18	40	40	NUM
ajlm-781	18	19	%	%	NOUN
ajlm-781	18	20	of	of	ADP
ajlm-781	18	21	countries	country	NOUN
ajlm-781	18	22	having	having	AUX
ajlm-781	18	23	implemented	implement	VERB
ajlm-781	18	24	it	it	PRON
ajlm-781	18	25	in	in	ADP
ajlm-781	18	26	2016	2016	NUM
ajlm-781	18	27	.	.	PUNCT
ajlm-781	19	1	bedaquiline	bedaquiline	NOUN
ajlm-781	19	2	has	have	AUX
ajlm-781	19	3	also	also	ADV
ajlm-781	19	4	been	be	AUX
ajlm-781	19	5	introduced	introduce	VERB
ajlm-781	19	6	in	in	ADP
ajlm-781	19	7	several	several	ADJ
ajlm-781	19	8	countries	country	NOUN
ajlm-781	19	9	.	.	PUNCT
ajlm-781	20	1	conclusion	conclusion	NOUN
ajlm-781	20	2	:	:	PUNCT
ajlm-781	20	3	drug	drug	NOUN
ajlm-781	20	4	resistant	resistant	ADJ
ajlm-781	20	5	tuberculosis	tuberculosis	NOUN
ajlm-781	20	6	is	be	AUX
ajlm-781	20	7	largely	largely	ADV
ajlm-781	20	8	missed	miss	VERB
ajlm-781	20	9	in	in	ADP
ajlm-781	20	10	africa	africa	PROPN
ajlm-781	20	11	and	and	CCONJ
ajlm-781	20	12	this	this	PRON
ajlm-781	20	13	threatens	threaten	VERB
ajlm-781	20	14	prospects	prospect	NOUN
ajlm-781	20	15	to	to	PART
ajlm-781	20	16	achieve	achieve	VERB
ajlm-781	20	17	the	the	DET
ajlm-781	20	18	2035	2035	NUM
ajlm-781	20	19	targets	target	NOUN
ajlm-781	20	20	.	.	PUNCT
ajlm-781	21	1	urgent	urgent	ADJ
ajlm-781	21	2	efforts	effort	NOUN
ajlm-781	21	3	are	be	AUX
ajlm-781	21	4	required	require	VERB
ajlm-781	21	5	to	to	PART
ajlm-781	21	6	confirm	confirm	VERB
ajlm-781	21	7	the	the	DET
ajlm-781	21	8	true	true	ADJ
ajlm-781	21	9	burden	burden	NOUN
ajlm-781	21	10	of	of	ADP
ajlm-781	21	11	drug	drug	NOUN
ajlm-781	21	12	resistant	resistant	ADJ
ajlm-781	21	13	tuberculosis	tuberculosis	NOUN
ajlm-781	21	14	in	in	ADP
ajlm-781	21	15	africa	africa	PROPN
ajlm-781	21	16	.	.	PUNCT
ajlm-781	22	1	adoption	adoption	NOUN
ajlm-781	22	2	of	of	ADP
ajlm-781	22	3	new	new	ADJ
ajlm-781	22	4	tools	tool	NOUN
ajlm-781	22	5	and	and	CCONJ
ajlm-781	22	6	drugs	drug	NOUN
ajlm-781	22	7	is	be	AUX
ajlm-781	22	8	essential	essential	ADJ
ajlm-781	22	9	if	if	SCONJ
ajlm-781	22	10	the	the	DET
ajlm-781	22	11	2035	2035	NUM
ajlm-781	22	12	targets	target	NOUN
ajlm-781	22	13	are	be	AUX
ajlm-781	22	14	to	to	PART
ajlm-781	22	15	be	be	AUX
ajlm-781	22	16	met	meet	VERB
ajlm-781	22	17	.	.	PUNCT
ajlm-781	23	1	introduction	introduction	NOUN
ajlm-781	23	2	global	global	ADJ
ajlm-781	23	3	declines	decline	NOUN
ajlm-781	23	4	in	in	ADP
ajlm-781	23	5	tuberculosis	tuberculosis	NOUN
ajlm-781	23	6	incidence1	incidence1	NOUN
ajlm-781	23	7	provide	provide	VERB
ajlm-781	23	8	evidence	evidence	NOUN
ajlm-781	23	9	that	that	SCONJ
ajlm-781	23	10	political	political	ADJ
ajlm-781	23	11	commitment	commitment	NOUN
ajlm-781	23	12	together	together	ADV
ajlm-781	23	13	with	with	ADP
ajlm-781	23	14	aggressive	aggressive	ADJ
ajlm-781	23	15	plans	plan	NOUN
ajlm-781	23	16	to	to	PART
ajlm-781	23	17	curb	curb	VERB
ajlm-781	23	18	the	the	DET
ajlm-781	23	19	disease	disease	NOUN
ajlm-781	23	20	can	can	AUX
ajlm-781	23	21	make	make	VERB
ajlm-781	23	22	a	a	DET
ajlm-781	23	23	difference	difference	NOUN
ajlm-781	23	24	.	.	PUNCT
ajlm-781	24	1	these	these	DET
ajlm-781	24	2	efforts	effort	NOUN
ajlm-781	24	3	not	not	PART
ajlm-781	24	4	only	only	ADV
ajlm-781	24	5	stopped	stop	VERB
ajlm-781	24	6	the	the	DET
ajlm-781	24	7	upward	upward	ADJ
ajlm-781	24	8	spiral	spiral	NOUN
ajlm-781	24	9	of	of	ADP
ajlm-781	24	10	tuberculosis	tuberculosis	NOUN
ajlm-781	24	11	incidence	incidence	NOUN
ajlm-781	24	12	but	but	CCONJ
ajlm-781	24	13	reversed	reverse	VERB
ajlm-781	24	14	the	the	DET
ajlm-781	24	15	trend	trend	NOUN
ajlm-781	24	16	.	.	PUNCT
ajlm-781	25	1	the	the	DET
ajlm-781	25	2	world	world	PROPN
ajlm-781	25	3	health	health	PROPN
ajlm-781	25	4	organization	organization	NOUN
ajlm-781	25	5	(	(	PUNCT
ajlm-781	25	6	who	who	PRON
ajlm-781	25	7	)	)	PUNCT
ajlm-781	25	8	has	have	AUX
ajlm-781	25	9	now	now	ADV
ajlm-781	25	10	set	set	VERB
ajlm-781	25	11	targets	target	NOUN
ajlm-781	25	12	to	to	PART
ajlm-781	25	13	end	end	VERB
ajlm-781	25	14	tuberculosis	tuberculosis	NOUN
ajlm-781	25	15	by	by	ADP
ajlm-781	25	16	2035	2035	NUM
ajlm-781	25	17	and	and	CCONJ
ajlm-781	25	18	is	be	AUX
ajlm-781	25	19	directing	direct	VERB
ajlm-781	25	20	efforts	effort	NOUN
ajlm-781	25	21	at	at	ADP
ajlm-781	25	22	accelerating	accelerate	VERB
ajlm-781	25	23	the	the	DET
ajlm-781	25	24	rate	rate	NOUN
ajlm-781	25	25	of	of	ADP
ajlm-781	25	26	decline	decline	NOUN
ajlm-781	25	27	,	,	PUNCT
ajlm-781	25	28	with	with	SCONJ
ajlm-781	25	29	the	the	DET
ajlm-781	25	30	expectation	expectation	NOUN
ajlm-781	25	31	of	of	ADP
ajlm-781	25	32	reducing	reduce	VERB
ajlm-781	25	33	the	the	DET
ajlm-781	25	34	incidence	incidence	NOUN
ajlm-781	25	35	rate	rate	NOUN
ajlm-781	25	36	by	by	ADP
ajlm-781	25	37	90	90	NUM
ajlm-781	25	38	%	%	NOUN
ajlm-781	25	39	and	and	CCONJ
ajlm-781	25	40	mortality	mortality	NOUN
ajlm-781	25	41	by	by	ADP
ajlm-781	25	42	95	95	NUM
ajlm-781	25	43	%	%	NOUN
ajlm-781	25	44	compared	compare	VERB
ajlm-781	25	45	to	to	ADP
ajlm-781	25	46	levels	level	NOUN
ajlm-781	25	47	in	in	ADP
ajlm-781	25	48	2015.2	2015.2	NUM
ajlm-781	25	49	africa	africa	PROPN
ajlm-781	25	50	is	be	AUX
ajlm-781	25	51	home	home	NOUN
ajlm-781	25	52	to	to	ADP
ajlm-781	25	53	over	over	ADP
ajlm-781	25	54	1	1	NUM
ajlm-781	25	55	billion	billion	NUM
ajlm-781	25	56	people	people	NOUN
ajlm-781	25	57	and	and	CCONJ
ajlm-781	25	58	is	be	AUX
ajlm-781	25	59	disproportionately	disproportionately	ADV
ajlm-781	25	60	affected	affect	VERB
ajlm-781	25	61	by	by	ADP
ajlm-781	25	62	tuberculosis	tuberculosis	NOUN
ajlm-781	25	63	with	with	ADP
ajlm-781	25	64	2.6	2.6	NUM
ajlm-781	25	65	million	million	NUM
ajlm-781	25	66	of	of	ADP
ajlm-781	25	67	the	the	DET
ajlm-781	25	68	10.4	10.4	NUM
ajlm-781	25	69	million	million	NUM
ajlm-781	25	70	global	global	ADJ
ajlm-781	25	71	tuberculosis	tuberculosis	NOUN
ajlm-781	25	72	cases,3	cases,3	NOUN
ajlm-781	25	73	making	make	VERB
ajlm-781	25	74	the	the	DET
ajlm-781	25	75	continent	continent	NOUN
ajlm-781	25	76	a	a	DET
ajlm-781	25	77	key	key	ADJ
ajlm-781	25	78	geographical	geographical	ADJ
ajlm-781	25	79	area	area	NOUN
ajlm-781	25	80	for	for	ADP
ajlm-781	25	81	health	health	NOUN
ajlm-781	25	82	interventions	intervention	NOUN
ajlm-781	25	83	.	.	PUNCT
ajlm-781	26	1	sub	sub	ADJ
ajlm-781	26	2	-	-	ADJ
ajlm-781	26	3	saharan	saharan	ADJ
ajlm-781	26	4	africa	africa	PROPN
ajlm-781	26	5	,	,	PUNCT
ajlm-781	26	6	in	in	ADP
ajlm-781	26	7	particular	particular	ADJ
ajlm-781	26	8	,	,	PUNCT
ajlm-781	26	9	saw	see	VERB
ajlm-781	26	10	rates	rate	NOUN
ajlm-781	26	11	rapidly	rapidly	ADV
ajlm-781	26	12	escalate	escalate	VERB
ajlm-781	26	13	in	in	ADP
ajlm-781	26	14	the	the	DET
ajlm-781	26	15	early	early	ADJ
ajlm-781	26	16	1990s	1990	NOUN
ajlm-781	26	17	due	due	ADP
ajlm-781	26	18	to	to	ADP
ajlm-781	26	19	a	a	DET
ajlm-781	26	20	delayed	delay	VERB
ajlm-781	26	21	response	response	NOUN
ajlm-781	26	22	to	to	ADP
ajlm-781	26	23	the	the	DET
ajlm-781	26	24	emergent	emergent	ADJ
ajlm-781	26	25	hiv	hiv	PROPN
ajlm-781	26	26	epidemic	epidemic	NOUN
ajlm-781	26	27	at	at	ADP
ajlm-781	26	28	the	the	DET
ajlm-781	26	29	time.4,5	time.4,5	PROPN
ajlm-781	26	30	these	these	DET
ajlm-781	26	31	failures	failure	NOUN
ajlm-781	26	32	resulted	result	VERB
ajlm-781	26	33	in	in	ADP
ajlm-781	26	34	incidence	incidence	NOUN
ajlm-781	26	35	rates	rate	NOUN
ajlm-781	26	36	that	that	PRON
ajlm-781	26	37	are	be	AUX
ajlm-781	26	38	the	the	DET
ajlm-781	26	39	highest	high	ADJ
ajlm-781	26	40	in	in	ADP
ajlm-781	26	41	the	the	DET
ajlm-781	26	42	world	world	NOUN
ajlm-781	26	43	and	and	CCONJ
ajlm-781	26	44	have	have	AUX
ajlm-781	26	45	made	make	VERB
ajlm-781	26	46	the	the	DET
ajlm-781	26	47	task	task	NOUN
ajlm-781	26	48	to	to	PART
ajlm-781	26	49	end	end	VERB
ajlm-781	26	50	tuberculosis	tuberculosis	PRON
ajlm-781	26	51	even	even	ADV
ajlm-781	26	52	more	more	ADV
ajlm-781	26	53	challenging	challenging	ADJ
ajlm-781	26	54	.	.	PUNCT
ajlm-781	27	1	nonetheless	nonetheless	ADV
ajlm-781	27	2	,	,	PUNCT
ajlm-781	27	3	the	the	DET
ajlm-781	27	4	tide	tide	NOUN
ajlm-781	27	5	has	have	AUX
ajlm-781	27	6	changed	change	VERB
ajlm-781	27	7	with	with	ADP
ajlm-781	27	8	the	the	DET
ajlm-781	27	9	rapid	rapid	ADJ
ajlm-781	27	10	expansion	expansion	NOUN
ajlm-781	27	11	of	of	ADP
ajlm-781	27	12	anti	anti	ADJ
ajlm-781	27	13	-	-	ADJ
ajlm-781	27	14	retroviral	retroviral	ADJ
ajlm-781	27	15	therapy	therapy	NOUN
ajlm-781	27	16	resulting	result	VERB
ajlm-781	27	17	in	in	ADP
ajlm-781	27	18	sharp	sharp	ADJ
ajlm-781	27	19	declines	decline	NOUN
ajlm-781	27	20	in	in	ADP
ajlm-781	27	21	hiv	hiv	PROPN
ajlm-781	27	22	-	-	PUNCT
ajlm-781	27	23	associated	associate	VERB
ajlm-781	27	24	tuberculosis	tuberculosis	NOUN
ajlm-781	27	25	incidence	incidence	NOUN
ajlm-781	27	26	in	in	ADP
ajlm-781	27	27	countries	country	NOUN
ajlm-781	27	28	in	in	ADP
ajlm-781	27	29	sub	sub	ADJ
ajlm-781	27	30	-	-	ADJ
ajlm-781	27	31	saharan	saharan	ADJ
ajlm-781	27	32	africa	africa	PROPN
ajlm-781	27	33	,	,	PUNCT
ajlm-781	27	34	thus	thus	ADV
ajlm-781	27	35	offering	offer	VERB
ajlm-781	27	36	a	a	DET
ajlm-781	27	37	window	window	NOUN
ajlm-781	27	38	of	of	ADP
ajlm-781	27	39	hope.6,7,8	hope.6,7,8	NOUN
ajlm-781	27	40	several	several	ADJ
ajlm-781	27	41	factors	factor	NOUN
ajlm-781	27	42	threaten	threaten	VERB
ajlm-781	27	43	the	the	DET
ajlm-781	27	44	potential	potential	NOUN
ajlm-781	27	45	to	to	PART
ajlm-781	27	46	realise	realise	VERB
ajlm-781	27	47	these	these	DET
ajlm-781	27	48	targets	target	NOUN
ajlm-781	27	49	,	,	PUNCT
ajlm-781	27	50	and	and	CCONJ
ajlm-781	27	51	key	key	NOUN
ajlm-781	27	52	among	among	ADP
ajlm-781	27	53	these	these	PRON
ajlm-781	27	54	is	be	AUX
ajlm-781	27	55	drug	drug	NOUN
ajlm-781	27	56	resistant	resistant	ADJ
ajlm-781	27	57	tuberculosis.9	tuberculosis.9	NOUN
ajlm-781	27	58	unfortunately	unfortunately	ADV
ajlm-781	27	59	,	,	PUNCT
ajlm-781	27	60	much	much	ADV
ajlm-781	27	61	like	like	ADP
ajlm-781	27	62	the	the	DET
ajlm-781	27	63	global	global	ADJ
ajlm-781	27	64	situation	situation	NOUN
ajlm-781	27	65	,	,	PUNCT
ajlm-781	27	66	drug	drug	NOUN
ajlm-781	27	67	resistant	resistant	ADJ
ajlm-781	27	68	tuberculosis	tuberculosis	NOUN
ajlm-781	27	69	in	in	ADP
ajlm-781	27	70	africa	africa	PROPN
ajlm-781	27	71	is	be	AUX
ajlm-781	27	72	largely	largely	ADV
ajlm-781	27	73	missed	miss	VERB
ajlm-781	27	74	with	with	ADP
ajlm-781	27	75	93	93	NUM
ajlm-781	27	76	000	000	NUM
ajlm-781	27	77	cases	case	NOUN
ajlm-781	27	78	estimated	estimate	VERB
ajlm-781	27	79	in	in	ADP
ajlm-781	27	80	2016	2016	NUM
ajlm-781	27	81	,	,	PUNCT
ajlm-781	27	82	while	while	SCONJ
ajlm-781	27	83	only	only	ADV
ajlm-781	27	84	27	27	NUM
ajlm-781	27	85	828	828	NUM
ajlm-781	27	86	(	(	PUNCT
ajlm-781	27	87	30	30	NUM
ajlm-781	27	88	%	%	NOUN
ajlm-781	27	89	)	)	PUNCT
ajlm-781	27	90	were	be	AUX
ajlm-781	27	91	diagnosed.3	diagnosed.3	VERB
ajlm-781	27	92	even	even	ADV
ajlm-781	27	93	when	when	SCONJ
ajlm-781	27	94	the	the	DET
ajlm-781	27	95	diagnosis	diagnosis	NOUN
ajlm-781	27	96	is	be	AUX
ajlm-781	27	97	made	make	VERB
ajlm-781	27	98	,	,	PUNCT
ajlm-781	27	99	only	only	ADV
ajlm-781	27	100	59	59	NUM
ajlm-781	27	101	%	%	NOUN
ajlm-781	27	102	achieve	achieve	VERB
ajlm-781	27	103	a	a	DET
ajlm-781	27	104	successful	successful	ADJ
ajlm-781	27	105	treatment	treatment	NOUN
ajlm-781	27	106	outcome	outcome	NOUN
ajlm-781	27	107	.	.	PUNCT
ajlm-781	28	1	we	we	PRON
ajlm-781	28	2	present	present	VERB
ajlm-781	28	3	a	a	DET
ajlm-781	28	4	review	review	NOUN
ajlm-781	28	5	of	of	ADP
ajlm-781	28	6	the	the	DET
ajlm-781	28	7	current	current	ADJ
ajlm-781	28	8	status	status	NOUN
ajlm-781	28	9	of	of	ADP
ajlm-781	28	10	drug	drug	NOUN
ajlm-781	28	11	resistant	resistant	ADJ
ajlm-781	28	12	tuberculosis	tuberculosis	NOUN
ajlm-781	28	13	in	in	ADP
ajlm-781	28	14	africa	africa	PROPN
ajlm-781	28	15	using	use	VERB
ajlm-781	28	16	data	datum	NOUN
ajlm-781	28	17	from	from	ADP
ajlm-781	28	18	2016	2016	NUM
ajlm-781	28	19	who	who	PRON
ajlm-781	28	20	global	global	ADJ
ajlm-781	28	21	tuberculosis	tuberculosis	NOUN
ajlm-781	28	22	database,10	database,10	NOUN
ajlm-781	28	23	focusing	focus	VERB
ajlm-781	28	24	on	on	ADP
ajlm-781	28	25	epidemiology	epidemiology	NOUN
ajlm-781	28	26	,	,	PUNCT
ajlm-781	28	27	diagnostic	diagnostic	ADJ
ajlm-781	28	28	tools	tool	NOUN
ajlm-781	28	29	and	and	CCONJ
ajlm-781	28	30	therapeutic	therapeutic	ADJ
ajlm-781	28	31	options	option	NOUN
ajlm-781	28	32	.	.	PUNCT
ajlm-781	29	1	we	we	PRON
ajlm-781	29	2	also	also	ADV
ajlm-781	29	3	highlight	highlight	VERB
ajlm-781	29	4	and	and	CCONJ
ajlm-781	29	5	discuss	discuss	VERB
ajlm-781	29	6	potential	potential	ADJ
ajlm-781	29	7	priority	priority	NOUN
ajlm-781	29	8	areas	area	NOUN
ajlm-781	29	9	that	that	PRON
ajlm-781	29	10	require	require	VERB
ajlm-781	29	11	strengthening	strengthen	VERB
ajlm-781	29	12	leading	lead	VERB
ajlm-781	29	13	up	up	ADP
ajlm-781	29	14	to	to	ADP
ajlm-781	29	15	attaining	attain	VERB
ajlm-781	29	16	the	the	DET
ajlm-781	29	17	2035	2035	NUM
ajlm-781	29	18	targets	target	NOUN
ajlm-781	29	19	.	.	PUNCT
ajlm-781	30	1	situation	situation	NOUN
ajlm-781	30	2	analysis	analysis	NOUN
ajlm-781	30	3	of	of	ADP
ajlm-781	30	4	drug	drug	NOUN
ajlm-781	30	5	resistant	resistant	ADJ
ajlm-781	30	6	tuberculosis	tuberculosis	NOUN
ajlm-781	30	7	in	in	ADP
ajlm-781	30	8	africa	africa	PROPN
ajlm-781	30	9	the	the	DET
ajlm-781	30	10	best	good	ADJ
ajlm-781	30	11	estimate	estimate	NOUN
ajlm-781	30	12	of	of	ADP
ajlm-781	30	13	the	the	DET
ajlm-781	30	14	burden	burden	NOUN
ajlm-781	30	15	of	of	ADP
ajlm-781	30	16	drug	drug	NOUN
ajlm-781	30	17	resistant	resistant	ADJ
ajlm-781	30	18	tuberculosis	tuberculosis	NOUN
ajlm-781	30	19	in	in	ADP
ajlm-781	30	20	africa	africa	PROPN
ajlm-781	30	21	requires	require	VERB
ajlm-781	30	22	population	population	NOUN
ajlm-781	30	23	-	-	PUNCT
ajlm-781	30	24	based	base	VERB
ajlm-781	30	25	survey	survey	NOUN
ajlm-781	30	26	findings	finding	NOUN
ajlm-781	30	27	,	,	PUNCT
ajlm-781	30	28	as	as	SCONJ
ajlm-781	30	29	testing	test	VERB
ajlm-781	30	30	for	for	ADP
ajlm-781	30	31	all	all	DET
ajlm-781	30	32	tuberculosis	tuberculosis	NOUN
ajlm-781	30	33	cases	case	NOUN
ajlm-781	30	34	for	for	ADP
ajlm-781	30	35	rifampicin	rifampicin	VERB
ajlm-781	30	36	drug	drug	NOUN
ajlm-781	30	37	resistance	resistance	NOUN
ajlm-781	30	38	is	be	AUX
ajlm-781	30	39	not	not	PART
ajlm-781	30	40	done	do	VERB
ajlm-781	30	41	routinely	routinely	ADV
ajlm-781	30	42	in	in	ADP
ajlm-781	30	43	most	most	ADJ
ajlm-781	30	44	countries	country	NOUN
ajlm-781	30	45	.	.	PUNCT
ajlm-781	31	1	only	only	ADV
ajlm-781	31	2	three	three	NUM
ajlm-781	31	3	countries	country	NOUN
ajlm-781	31	4	–	–	PUNCT
ajlm-781	31	5	mauritius	mauritius	NOUN
ajlm-781	31	6	,	,	PUNCT
ajlm-781	31	7	south	south	PROPN
ajlm-781	31	8	africa	africa	PROPN
ajlm-781	31	9	and	and	CCONJ
ajlm-781	31	10	swaziland	swaziland	PROPN
ajlm-781	31	11	–	–	PUNCT
ajlm-781	31	12	had	have	VERB
ajlm-781	31	13	over	over	ADP
ajlm-781	31	14	80	80	NUM
ajlm-781	31	15	%	%	NOUN
ajlm-781	31	16	of	of	ADP
ajlm-781	31	17	cases	case	NOUN
ajlm-781	31	18	tested	test	VERB
ajlm-781	31	19	for	for	ADP
ajlm-781	31	20	rifampicin	rifampicin	NOUN
ajlm-781	31	21	(	(	PUNCT
ajlm-781	31	22	table	table	NOUN
ajlm-781	31	23	1	1	NUM
ajlm-781	31	24	)	)	PUNCT
ajlm-781	31	25	.	.	PUNCT
ajlm-781	32	1	drug	drug	NOUN
ajlm-781	32	2	resistance	resistance	NOUN
ajlm-781	32	3	surveys	survey	NOUN
ajlm-781	32	4	are	be	AUX
ajlm-781	32	5	thus	thus	ADV
ajlm-781	32	6	the	the	DET
ajlm-781	32	7	main	main	ADJ
ajlm-781	32	8	source	source	NOUN
ajlm-781	32	9	of	of	ADP
ajlm-781	32	10	data	datum	NOUN
ajlm-781	32	11	and	and	CCONJ
ajlm-781	32	12	are	be	AUX
ajlm-781	32	13	applied	apply	VERB
ajlm-781	32	14	based	base	VERB
ajlm-781	32	15	on	on	ADP
ajlm-781	32	16	robust	robust	ADJ
ajlm-781	32	17	methodologies.11	methodologies.11	NOUN
ajlm-781	32	18	such	such	ADJ
ajlm-781	32	19	surveys	survey	NOUN
ajlm-781	32	20	have	have	AUX
ajlm-781	32	21	however	however	ADV
ajlm-781	32	22	been	be	AUX
ajlm-781	32	23	completed	complete	VERB
ajlm-781	32	24	for	for	ADP
ajlm-781	32	25	only	only	ADV
ajlm-781	32	26	24	24	NUM
ajlm-781	32	27	of	of	ADP
ajlm-781	32	28	47	47	NUM
ajlm-781	32	29	(	(	PUNCT
ajlm-781	32	30	51	51	NUM
ajlm-781	32	31	%	%	NOUN
ajlm-781	32	32	)	)	PUNCT
ajlm-781	32	33	countries	country	NOUN
ajlm-781	32	34	(	(	PUNCT
ajlm-781	32	35	table	table	NOUN
ajlm-781	32	36	2	2	NUM
ajlm-781	32	37	)	)	PUNCT
ajlm-781	32	38	.	.	PUNCT
ajlm-781	33	1	when	when	SCONJ
ajlm-781	33	2	restricted	restrict	VERB
ajlm-781	33	3	to	to	ADP
ajlm-781	33	4	the	the	DET
ajlm-781	33	5	last	last	ADJ
ajlm-781	33	6	five	five	NUM
ajlm-781	33	7	years	year	NOUN
ajlm-781	33	8	,	,	PUNCT
ajlm-781	33	9	the	the	DET
ajlm-781	33	10	figure	figure	NOUN
ajlm-781	33	11	is	be	AUX
ajlm-781	33	12	even	even	ADV
ajlm-781	33	13	lower	low	ADJ
ajlm-781	33	14	at	at	ADP
ajlm-781	33	15	23	23	NUM
ajlm-781	33	16	%	%	NOUN
ajlm-781	33	17	(	(	PUNCT
ajlm-781	33	18	11/47	11/47	NUM
ajlm-781	33	19	)	)	PUNCT
ajlm-781	33	20	.	.	PUNCT
ajlm-781	34	1	for	for	ADP
ajlm-781	34	2	21	21	NUM
ajlm-781	34	3	countries	country	NOUN
ajlm-781	34	4	,	,	PUNCT
ajlm-781	34	5	no	no	DET
ajlm-781	34	6	data	datum	NOUN
ajlm-781	34	7	are	be	AUX
ajlm-781	34	8	available	available	ADJ
ajlm-781	34	9	,	,	PUNCT
ajlm-781	34	10	making	make	VERB
ajlm-781	34	11	planning	plan	VERB
ajlm-781	34	12	a	a	DET
ajlm-781	34	13	response	response	NOUN
ajlm-781	34	14	much	much	ADV
ajlm-781	34	15	more	more	ADV
ajlm-781	34	16	challenging	challenging	ADJ
ajlm-781	34	17	and	and	CCONJ
ajlm-781	34	18	potentially	potentially	ADV
ajlm-781	34	19	less	less	ADV
ajlm-781	34	20	effective	effective	ADJ
ajlm-781	34	21	.	.	PUNCT
ajlm-781	35	1	no	no	DET
ajlm-781	35	2	country	country	NOUN
ajlm-781	35	3	in	in	ADP
ajlm-781	35	4	africa	africa	PROPN
ajlm-781	35	5	had	have	VERB
ajlm-781	35	6	a	a	DET
ajlm-781	35	7	repeat	repeat	NOUN
ajlm-781	35	8	survey	survey	NOUN
ajlm-781	35	9	in	in	ADP
ajlm-781	35	10	the	the	DET
ajlm-781	35	11	five	five	NUM
ajlm-781	35	12	-	-	PUNCT
ajlm-781	35	13	year	year	NOUN
ajlm-781	35	14	window	window	NOUN
ajlm-781	35	15	recommended	recommend	VERB
ajlm-781	35	16	,	,	PUNCT
ajlm-781	35	17	and	and	CCONJ
ajlm-781	35	18	assessing	assess	VERB
ajlm-781	35	19	trends	trend	NOUN
ajlm-781	35	20	was	be	AUX
ajlm-781	35	21	thus	thus	ADV
ajlm-781	35	22	largely	largely	ADV
ajlm-781	35	23	not	not	PART
ajlm-781	35	24	possible	possible	ADJ
ajlm-781	35	25	based	base	VERB
ajlm-781	35	26	on	on	ADP
ajlm-781	35	27	survey	survey	NOUN
ajlm-781	35	28	data	datum	NOUN
ajlm-781	35	29	alone	alone	ADV
ajlm-781	35	30	.	.	PUNCT
ajlm-781	36	1	table	table	NOUN
ajlm-781	36	2	1	1	NUM
ajlm-781	36	3	:	:	PUNCT
ajlm-781	36	4	 	 	SPACE
ajlm-781	36	5	rifampicin	rifampicin	VERB
ajlm-781	36	6	resistance	resistance	NOUN
ajlm-781	36	7	detection	detection	NOUN
ajlm-781	36	8	in	in	ADP
ajlm-781	36	9	africa	africa	PROPN
ajlm-781	36	10	from	from	ADP
ajlm-781	36	11	policy	policy	NOUN
ajlm-781	36	12	to	to	ADP
ajlm-781	36	13	application	application	NOUN
ajlm-781	36	14	.	.	PUNCT
ajlm-781	37	1	table	table	NOUN
ajlm-781	37	2	2	2	NUM
ajlm-781	37	3	:	:	PUNCT
ajlm-781	37	4	 	 	SPACE
ajlm-781	37	5	comparison	comparison	NOUN
ajlm-781	37	6	of	of	ADP
ajlm-781	37	7	rifampicin	rifampicin	NOUN
ajlm-781	37	8	-	-	PUNCT
ajlm-781	37	9	resistant	resistant	ADJ
ajlm-781	37	10	and	and	CCONJ
ajlm-781	37	11	multi	multi	ADJ
ajlm-781	37	12	-	-	ADJ
ajlm-781	37	13	drug	drug	NOUN
ajlm-781	37	14	-	-	PUNCT
ajlm-781	37	15	resistant	resistant	ADJ
ajlm-781	37	16	tuberculosis	tuberculosis	NOUN
ajlm-781	37	17	burden	burden	NOUN
ajlm-781	37	18	estimated	estimate	VERB
ajlm-781	37	19	with	with	ADP
ajlm-781	37	20	notified	notify	VERB
ajlm-781	37	21	,	,	PUNCT
ajlm-781	37	22	ordered	order	VERB
ajlm-781	37	23	from	from	ADP
ajlm-781	37	24	highest	high	ADJ
ajlm-781	37	25	to	to	PART
ajlm-781	37	26	lowest	low	ADJ
ajlm-781	37	27	estimated	estimate	VERB
ajlm-781	37	28	burden	burden	NOUN
ajlm-781	37	29	:	:	PUNCT
ajlm-781	37	30	2016	2016	NUM
ajlm-781	37	31	.	.	PUNCT
ajlm-781	38	1	in	in	ADP
ajlm-781	38	2	light	light	NOUN
ajlm-781	38	3	of	of	ADP
ajlm-781	38	4	the	the	DET
ajlm-781	38	5	above	above	ADJ
ajlm-781	38	6	limitations	limitation	NOUN
ajlm-781	38	7	,	,	PUNCT
ajlm-781	38	8	who	who	PRON
ajlm-781	38	9	applies	apply	VERB
ajlm-781	38	10	modelling	modelling	NOUN
ajlm-781	38	11	using	use	VERB
ajlm-781	38	12	available	available	ADJ
ajlm-781	38	13	data	datum	NOUN
ajlm-781	38	14	sources	source	NOUN
ajlm-781	38	15	,	,	PUNCT
ajlm-781	38	16	including	include	VERB
ajlm-781	38	17	surveys.12	surveys.12	NOUN
ajlm-781	38	18	this	this	PRON
ajlm-781	38	19	serves	serve	VERB
ajlm-781	38	20	as	as	ADP
ajlm-781	38	21	the	the	DET
ajlm-781	38	22	best	good	ADJ
ajlm-781	38	23	estimate	estimate	NOUN
ajlm-781	38	24	of	of	ADP
ajlm-781	38	25	the	the	DET
ajlm-781	38	26	burden	burden	NOUN
ajlm-781	38	27	of	of	ADP
ajlm-781	38	28	drug	drug	NOUN
ajlm-781	38	29	resistant	resistant	ADJ
ajlm-781	38	30	tuberculosis	tuberculosis	NOUN
ajlm-781	38	31	.	.	PUNCT
ajlm-781	39	1	as	as	SCONJ
ajlm-781	39	2	modelling	modelling	NOUN
ajlm-781	39	3	is	be	AUX
ajlm-781	39	4	based	base	VERB
ajlm-781	39	5	on	on	ADP
ajlm-781	39	6	selected	select	VERB
ajlm-781	39	7	assumptions	assumption	NOUN
ajlm-781	39	8	,	,	PUNCT
ajlm-781	39	9	its	its	PRON
ajlm-781	39	10	use	use	NOUN
ajlm-781	39	11	is	be	AUX
ajlm-781	39	12	not	not	PART
ajlm-781	39	13	meant	mean	VERB
ajlm-781	39	14	to	to	PART
ajlm-781	39	15	replace	replace	VERB
ajlm-781	39	16	the	the	DET
ajlm-781	39	17	ideal	ideal	NOUN
ajlm-781	39	18	of	of	ADP
ajlm-781	39	19	robust	robust	ADJ
ajlm-781	39	20	routine	routine	ADJ
ajlm-781	39	21	data	datum	NOUN
ajlm-781	39	22	.	.	PUNCT
ajlm-781	40	1	the	the	DET
ajlm-781	40	2	estimated	estimate	VERB
ajlm-781	40	3	drug	drug	NOUN
ajlm-781	40	4	resistant	resistant	ADJ
ajlm-781	40	5	tuberculosis	tuberculosis	NOUN
ajlm-781	40	6	burden	burden	NOUN
ajlm-781	40	7	is	be	AUX
ajlm-781	40	8	shown	show	VERB
ajlm-781	40	9	in	in	ADP
ajlm-781	40	10	table	table	NOUN
ajlm-781	40	11	2	2	NUM
ajlm-781	40	12	,	,	PUNCT
ajlm-781	40	13	and	and	CCONJ
ajlm-781	40	14	countries	country	NOUN
ajlm-781	40	15	are	be	AUX
ajlm-781	40	16	ranked	rank	VERB
ajlm-781	40	17	from	from	ADP
ajlm-781	40	18	highest	high	ADJ
ajlm-781	40	19	to	to	PART
ajlm-781	40	20	lowest	low	ADJ
ajlm-781	40	21	.	.	PUNCT
ajlm-781	41	1	nigeria	nigeria	PROPN
ajlm-781	41	2	(	(	PUNCT
ajlm-781	41	3	20	20	NUM
ajlm-781	41	4	000	000	NUM
ajlm-781	41	5	)	)	PUNCT
ajlm-781	41	6	together	together	ADV
ajlm-781	41	7	with	with	ADP
ajlm-781	41	8	south	south	PROPN
ajlm-781	41	9	africa	africa	PROPN
ajlm-781	41	10	(	(	PUNCT
ajlm-781	41	11	19	19	NUM
ajlm-781	41	12	000	000	NUM
ajlm-781	41	13	)	)	PUNCT
ajlm-781	41	14	account	account	NOUN
ajlm-781	41	15	for	for	ADP
ajlm-781	41	16	42	42	NUM
ajlm-781	41	17	%	%	NOUN
ajlm-781	41	18	(	(	PUNCT
ajlm-781	41	19	39	39	NUM
ajlm-781	41	20	000/92	000/92	NUM
ajlm-781	41	21	629	629	NUM
ajlm-781	41	22	)	)	PUNCT
ajlm-781	41	23	of	of	ADP
ajlm-781	41	24	the	the	DET
ajlm-781	41	25	total	total	ADJ
ajlm-781	41	26	estimated	estimate	VERB
ajlm-781	41	27	burden	burden	NOUN
ajlm-781	41	28	,	,	PUNCT
ajlm-781	41	29	and	and	CCONJ
ajlm-781	41	30	thus	thus	ADV
ajlm-781	41	31	their	their	PRON
ajlm-781	41	32	achievements	achievement	NOUN
ajlm-781	41	33	or	or	CCONJ
ajlm-781	41	34	failures	failure	NOUN
ajlm-781	41	35	regarding	regard	VERB
ajlm-781	41	36	drug	drug	NOUN
ajlm-781	41	37	resistant	resistant	ADJ
ajlm-781	41	38	tuberculosis	tuberculosis	NOUN
ajlm-781	41	39	control	control	NOUN
ajlm-781	41	40	will	will	AUX
ajlm-781	41	41	have	have	VERB
ajlm-781	41	42	a	a	DET
ajlm-781	41	43	great	great	ADJ
ajlm-781	41	44	impact	impact	NOUN
ajlm-781	41	45	on	on	ADP
ajlm-781	41	46	the	the	DET
ajlm-781	41	47	overall	overall	ADJ
ajlm-781	41	48	picture	picture	NOUN
ajlm-781	41	49	for	for	ADP
ajlm-781	41	50	africa	africa	PROPN
ajlm-781	41	51	.	.	PUNCT
ajlm-781	42	1	when	when	SCONJ
ajlm-781	42	2	the	the	DET
ajlm-781	42	3	next	next	ADJ
ajlm-781	42	4	three	three	NUM
ajlm-781	42	5	highest	high	ADJ
ajlm-781	42	6	burden	burden	NOUN
ajlm-781	42	7	countries	country	NOUN
ajlm-781	42	8	–	–	PUNCT
ajlm-781	42	9	democratic	democratic	ADJ
ajlm-781	42	10	republic	republic	NOUN
ajlm-781	42	11	of	of	ADP
ajlm-781	42	12	congo	congo	PROPN
ajlm-781	42	13	(	(	PUNCT
ajlm-781	42	14	7600	7600	NUM
ajlm-781	42	15	)	)	PUNCT
ajlm-781	42	16	,	,	PUNCT
ajlm-781	42	17	mozambique	mozambique	PROPN
ajlm-781	42	18	(	(	PUNCT
ajlm-781	42	19	7600	7600	NUM
ajlm-781	42	20	)	)	PUNCT
ajlm-781	42	21	and	and	CCONJ
ajlm-781	42	22	ethiopia	ethiopia	PROPN
ajlm-781	42	23	(	(	PUNCT
ajlm-781	42	24	5800	5800	NUM
ajlm-781	42	25	)	)	PUNCT
ajlm-781	42	26	–	–	PUNCT
ajlm-781	42	27	are	be	AUX
ajlm-781	42	28	added	add	VERB
ajlm-781	42	29	,	,	PUNCT
ajlm-781	42	30	the	the	DET
ajlm-781	42	31	cumulative	cumulative	ADJ
ajlm-781	42	32	figure	figure	NOUN
ajlm-781	42	33	accounts	account	VERB
ajlm-781	42	34	for	for	ADP
ajlm-781	42	35	65	65	NUM
ajlm-781	42	36	%	%	NOUN
ajlm-781	42	37	(	(	PUNCT
ajlm-781	42	38	60	60	NUM
ajlm-781	42	39	000/92	000/92	NUM
ajlm-781	42	40	629	629	NUM
ajlm-781	42	41	)	)	PUNCT
ajlm-781	42	42	of	of	ADP
ajlm-781	42	43	the	the	DET
ajlm-781	42	44	estimated	estimate	VERB
ajlm-781	42	45	burden	burden	NOUN
ajlm-781	42	46	of	of	ADP
ajlm-781	42	47	cases	case	NOUN
ajlm-781	42	48	.	.	PUNCT
ajlm-781	43	1	this	this	DET
ajlm-781	43	2	highlights	highlight	VERB
ajlm-781	43	3	the	the	DET
ajlm-781	43	4	obvious	obvious	ADJ
ajlm-781	43	5	heterogeneity	heterogeneity	NOUN
ajlm-781	43	6	of	of	ADP
ajlm-781	43	7	disease	disease	NOUN
ajlm-781	43	8	burden	burden	NOUN
ajlm-781	43	9	among	among	ADP
ajlm-781	43	10	african	african	ADJ
ajlm-781	43	11	countries	country	NOUN
ajlm-781	43	12	and	and	CCONJ
ajlm-781	43	13	the	the	DET
ajlm-781	43	14	need	need	NOUN
ajlm-781	43	15	for	for	ADP
ajlm-781	43	16	a	a	DET
ajlm-781	43	17	targeted	target	VERB
ajlm-781	43	18	response	response	NOUN
ajlm-781	43	19	rather	rather	ADV
ajlm-781	43	20	than	than	ADP
ajlm-781	43	21	a	a	DET
ajlm-781	43	22	generalised	generalised	ADJ
ajlm-781	43	23	one	one	NUM
ajlm-781	43	24	.	.	PUNCT
ajlm-781	44	1	an	an	DET
ajlm-781	44	2	interesting	interesting	ADJ
ajlm-781	44	3	modelling	modelling	NOUN
ajlm-781	44	4	study	study	NOUN
ajlm-781	44	5	was	be	AUX
ajlm-781	44	6	undertaken	undertake	VERB
ajlm-781	44	7	by	by	ADP
ajlm-781	44	8	musa	musa	PROPN
ajlm-781	44	9	et	et	PROPN
ajlm-781	44	10	al.13	al.13	PROPN
ajlm-781	44	11	using	use	VERB
ajlm-781	44	12	available	available	ADJ
ajlm-781	44	13	data	datum	NOUN
ajlm-781	44	14	sources	source	NOUN
ajlm-781	44	15	,	,	PUNCT
ajlm-781	44	16	including	include	VERB
ajlm-781	44	17	surveys	survey	NOUN
ajlm-781	44	18	and	and	CCONJ
ajlm-781	44	19	published	publish	VERB
ajlm-781	44	20	studies	study	NOUN
ajlm-781	44	21	in	in	ADP
ajlm-781	44	22	sub	sub	ADJ
ajlm-781	44	23	-	-	ADJ
ajlm-781	44	24	saharan	saharan	ADJ
ajlm-781	44	25	africa	africa	PROPN
ajlm-781	44	26	,	,	PUNCT
ajlm-781	44	27	to	to	PART
ajlm-781	44	28	estimate	estimate	VERB
ajlm-781	44	29	the	the	DET
ajlm-781	44	30	trends	trend	NOUN
ajlm-781	44	31	and	and	CCONJ
ajlm-781	44	32	regional	regional	ADJ
ajlm-781	44	33	prevalence	prevalence	NOUN
ajlm-781	44	34	of	of	ADP
ajlm-781	44	35	drug	drug	NOUN
ajlm-781	44	36	resistant	resistant	ADJ
ajlm-781	44	37	tuberculosis	tuberculosis	NOUN
ajlm-781	44	38	.	.	PUNCT
ajlm-781	45	1	the	the	DET
ajlm-781	45	2	region	region	NOUN
ajlm-781	45	3	with	with	ADP
ajlm-781	45	4	the	the	DET
ajlm-781	45	5	highest	high	ADJ
ajlm-781	45	6	prevalence	prevalence	NOUN
ajlm-781	45	7	was	be	AUX
ajlm-781	45	8	in	in	ADP
ajlm-781	45	9	the	the	DET
ajlm-781	45	10	south	south	NOUN
ajlm-781	45	11	of	of	ADP
ajlm-781	45	12	africa	africa	PROPN
ajlm-781	45	13	with	with	ADP
ajlm-781	45	14	3.1	3.1	NUM
ajlm-781	45	15	%	%	NOUN
ajlm-781	45	16	(	(	PUNCT
ajlm-781	45	17	2.1	2.1	NUM
ajlm-781	45	18	%	%	NOUN
ajlm-781	45	19	–	–	PUNCT
ajlm-781	45	20	4.2	4.2	NUM
ajlm-781	45	21	%	%	NOUN
ajlm-781	45	22	)	)	PUNCT
ajlm-781	45	23	of	of	ADP
ajlm-781	45	24	tuberculosis	tuberculosis	NOUN
ajlm-781	45	25	cases	case	NOUN
ajlm-781	45	26	being	be	AUX
ajlm-781	45	27	drug	drug	NOUN
ajlm-781	45	28	resistant	resistant	ADJ
ajlm-781	45	29	.	.	PUNCT
ajlm-781	46	1	this	this	PRON
ajlm-781	46	2	was	be	AUX
ajlm-781	46	3	followed	follow	VERB
ajlm-781	46	4	by	by	ADP
ajlm-781	46	5	central	central	ADJ
ajlm-781	46	6	(	(	PUNCT
ajlm-781	46	7	2.1	2.1	NUM
ajlm-781	46	8	%	%	NOUN
ajlm-781	46	9	;	;	PUNCT
ajlm-781	46	10	1.1	1.1	NUM
ajlm-781	46	11	%	%	NOUN
ajlm-781	46	12	–	–	PUNCT
ajlm-781	46	13	3.0	3.0	NUM
ajlm-781	46	14	%	%	NOUN
ajlm-781	46	15	)	)	PUNCT
ajlm-781	46	16	,	,	PUNCT
ajlm-781	46	17	western	western	ADJ
ajlm-781	46	18	(	(	PUNCT
ajlm-781	46	19	1.9	1.9	NUM
ajlm-781	46	20	%	%	NOUN
ajlm-781	46	21	;	;	PUNCT
ajlm-781	46	22	1.2	1.2	NUM
ajlm-781	46	23	%	%	NOUN
ajlm-781	46	24	–	–	PUNCT
ajlm-781	46	25	2.6	2.6	NUM
ajlm-781	46	26	%	%	NOUN
ajlm-781	46	27	)	)	PUNCT
ajlm-781	46	28	and	and	CCONJ
ajlm-781	46	29	eastern	eastern	ADJ
ajlm-781	46	30	(	(	PUNCT
ajlm-781	46	31	1.7	1.7	NUM
ajlm-781	46	32	%	%	NOUN
ajlm-781	46	33	;	;	PUNCT
ajlm-781	46	34	1.1	1.1	NUM
ajlm-781	46	35	%	%	NOUN
ajlm-781	46	36	–	–	PUNCT
ajlm-781	46	37	2.2	2.2	NUM
ajlm-781	46	38	%	%	NOUN
ajlm-781	46	39	)	)	PUNCT
ajlm-781	46	40	regions	region	NOUN
ajlm-781	46	41	of	of	ADP
ajlm-781	46	42	sub	sub	ADJ
ajlm-781	46	43	-	-	ADJ
ajlm-781	46	44	saharan	saharan	ADJ
ajlm-781	46	45	africa	africa	PROPN
ajlm-781	46	46	.	.	PUNCT
ajlm-781	47	1	these	these	DET
ajlm-781	47	2	prevalence	prevalence	NOUN
ajlm-781	47	3	estimates	estimate	NOUN
ajlm-781	47	4	correlate	correlate	VERB
ajlm-781	47	5	well	well	ADV
ajlm-781	47	6	with	with	ADP
ajlm-781	47	7	recent	recent	ADJ
ajlm-781	47	8	surveys	survey	NOUN
ajlm-781	47	9	in	in	ADP
ajlm-781	47	10	the	the	DET
ajlm-781	47	11	region	region	NOUN
ajlm-781	47	12	.	.	PUNCT
ajlm-781	48	1	another	another	DET
ajlm-781	48	2	modelling	modelling	NOUN
ajlm-781	48	3	study	study	NOUN
ajlm-781	48	4	by	by	ADP
ajlm-781	48	5	sharma	sharma	PROPN
ajlm-781	48	6	et	et	PROPN
ajlm-781	48	7	al	al	PROPN
ajlm-781	48	8	.	.	PROPN
ajlm-781	48	9	,14	,14	PUNCT
ajlm-781	48	10	which	which	PRON
ajlm-781	48	11	included	include	VERB
ajlm-781	48	12	four	four	NUM
ajlm-781	48	13	geographically	geographically	ADV
ajlm-781	48	14	diverse	diverse	ADJ
ajlm-781	48	15	countries	country	NOUN
ajlm-781	48	16	,	,	PUNCT
ajlm-781	48	17	predicted	predict	VERB
ajlm-781	48	18	that	that	SCONJ
ajlm-781	48	19	there	there	PRON
ajlm-781	48	20	will	will	AUX
ajlm-781	48	21	be	be	AUX
ajlm-781	48	22	an	an	DET
ajlm-781	48	23	increase	increase	NOUN
ajlm-781	48	24	in	in	ADP
ajlm-781	48	25	multi	multi	ADJ
ajlm-781	48	26	-	-	ADJ
ajlm-781	48	27	drug	drug	ADJ
ajlm-781	48	28	resistant	resistant	ADJ
ajlm-781	48	29	(	(	PUNCT
ajlm-781	48	30	mdr	mdr	NOUN
ajlm-781	48	31	)	)	PUNCT
ajlm-781	48	32	tuberculosis	tuberculosis	NOUN
ajlm-781	48	33	across	across	ADP
ajlm-781	48	34	all	all	DET
ajlm-781	48	35	four	four	NUM
ajlm-781	48	36	countries	country	NOUN
ajlm-781	48	37	analysed	analyse	VERB
ajlm-781	48	38	and	and	CCONJ
ajlm-781	48	39	a	a	DET
ajlm-781	48	40	decline	decline	NOUN
ajlm-781	48	41	in	in	ADP
ajlm-781	48	42	the	the	DET
ajlm-781	48	43	relative	relative	ADJ
ajlm-781	48	44	contribution	contribution	NOUN
ajlm-781	48	45	of	of	ADP
ajlm-781	48	46	acquired	acquire	VERB
ajlm-781	48	47	drug	drug	NOUN
ajlm-781	48	48	resistance	resistance	NOUN
ajlm-781	48	49	.	.	PUNCT
ajlm-781	49	1	the	the	DET
ajlm-781	49	2	mdr	mdr	PROPN
ajlm-781	49	3	tuberculosis	tuberculosis	NOUN
ajlm-781	49	4	prevalence	prevalence	NOUN
ajlm-781	49	5	for	for	ADP
ajlm-781	49	6	south	south	PROPN
ajlm-781	49	7	africa	africa	PROPN
ajlm-781	49	8	come	come	VERB
ajlm-781	49	9	2040	2040	NUM
ajlm-781	49	10	is	be	AUX
ajlm-781	49	11	predicted	predict	VERB
ajlm-781	49	12	to	to	PART
ajlm-781	49	13	be	be	AUX
ajlm-781	49	14	5.7	5.7	NUM
ajlm-781	49	15	%	%	NOUN
ajlm-781	49	16	(	(	PUNCT
ajlm-781	49	17	95	95	NUM
ajlm-781	49	18	%	%	NOUN
ajlm-781	49	19	prediction	prediction	NOUN
ajlm-781	49	20	interval	interval	NOUN
ajlm-781	49	21	3.0–7.6	3.0–7.6	NOUN
ajlm-781	49	22	)	)	PUNCT
ajlm-781	49	23	compared	compare	VERB
ajlm-781	49	24	with	with	ADP
ajlm-781	49	25	12.4	12.4	NUM
ajlm-781	49	26	%	%	NOUN
ajlm-781	49	27	(	(	PUNCT
ajlm-781	49	28	9.4–16.2	9.4–16.2	NOUN
ajlm-781	49	29	)	)	PUNCT
ajlm-781	49	30	for	for	ADP
ajlm-781	49	31	india	india	PROPN
ajlm-781	49	32	,	,	PUNCT
ajlm-781	49	33	8.9	8.9	NUM
ajlm-781	49	34	%	%	NOUN
ajlm-781	49	35	(	(	PUNCT
ajlm-781	49	36	4.5–11.7	4.5–11.7	NUM
ajlm-781	49	37	)	)	PUNCT
ajlm-781	49	38	for	for	ADP
ajlm-781	49	39	the	the	DET
ajlm-781	49	40	philippines	philippine	NOUN
ajlm-781	49	41	and	and	CCONJ
ajlm-781	49	42	32.5	32.5	NUM
ajlm-781	49	43	%	%	NOUN
ajlm-781	49	44	(	(	PUNCT
ajlm-781	49	45	27.0–35.8	27.0–35.8	NUM
ajlm-781	49	46	)	)	PUNCT
ajlm-781	49	47	for	for	ADP
ajlm-781	49	48	russia	russia	PROPN
ajlm-781	49	49	.	.	PUNCT
ajlm-781	50	1	although	although	SCONJ
ajlm-781	50	2	the	the	DET
ajlm-781	50	3	estimated	estimate	VERB
ajlm-781	50	4	prevalence	prevalence	NOUN
ajlm-781	50	5	is	be	AUX
ajlm-781	50	6	higher	high	ADJ
ajlm-781	50	7	in	in	ADP
ajlm-781	50	8	other	other	ADJ
ajlm-781	50	9	parts	part	NOUN
ajlm-781	50	10	of	of	ADP
ajlm-781	50	11	the	the	DET
ajlm-781	50	12	world	world	NOUN
ajlm-781	50	13	,	,	PUNCT
ajlm-781	50	14	this	this	PRON
ajlm-781	50	15	needs	need	VERB
ajlm-781	50	16	to	to	PART
ajlm-781	50	17	be	be	AUX
ajlm-781	50	18	seen	see	VERB
ajlm-781	50	19	in	in	ADP
ajlm-781	50	20	the	the	DET
ajlm-781	50	21	context	context	NOUN
ajlm-781	50	22	of	of	ADP
ajlm-781	50	23	the	the	DET
ajlm-781	50	24	high	high	ADJ
ajlm-781	50	25	incidence	incidence	NOUN
ajlm-781	50	26	of	of	ADP
ajlm-781	50	27	tuberculosis	tuberculosis	NOUN
ajlm-781	50	28	in	in	ADP
ajlm-781	50	29	sub	sub	ADJ
ajlm-781	50	30	-	-	ADJ
ajlm-781	50	31	saharan	saharan	ADJ
ajlm-781	50	32	africa	africa	PROPN
ajlm-781	50	33	,	,	PUNCT
ajlm-781	50	34	thus	thus	ADV
ajlm-781	50	35	,	,	PUNCT
ajlm-781	50	36	single	single	ADJ
ajlm-781	50	37	digit	digit	NOUN
ajlm-781	50	38	changes	change	NOUN
ajlm-781	50	39	in	in	ADP
ajlm-781	50	40	prevalence	prevalence	NOUN
ajlm-781	50	41	constitute	constitute	VERB
ajlm-781	50	42	substantial	substantial	ADJ
ajlm-781	50	43	changes	change	NOUN
ajlm-781	50	44	in	in	ADP
ajlm-781	50	45	absolute	absolute	ADJ
ajlm-781	50	46	numbers	number	NOUN
ajlm-781	50	47	.	.	PUNCT
ajlm-781	51	1	furthermore	furthermore	ADV
ajlm-781	51	2	,	,	PUNCT
ajlm-781	51	3	the	the	DET
ajlm-781	51	4	prediction	prediction	NOUN
ajlm-781	51	5	of	of	ADP
ajlm-781	51	6	a	a	DET
ajlm-781	51	7	global	global	ADJ
ajlm-781	51	8	increase	increase	NOUN
ajlm-781	51	9	has	have	VERB
ajlm-781	51	10	implications	implication	NOUN
ajlm-781	51	11	for	for	ADP
ajlm-781	51	12	africa	africa	PROPN
ajlm-781	51	13	,	,	PUNCT
ajlm-781	51	14	and	and	CCONJ
ajlm-781	51	15	the	the	DET
ajlm-781	51	16	authors	author	NOUN
ajlm-781	51	17	indicated	indicate	VERB
ajlm-781	51	18	that	that	SCONJ
ajlm-781	51	19	existing	exist	VERB
ajlm-781	51	20	activities	activity	NOUN
ajlm-781	51	21	through	through	ADP
ajlm-781	51	22	the	the	DET
ajlm-781	51	23	green	green	ADJ
ajlm-781	51	24	light	light	PROPN
ajlm-781	51	25	committee	committee	NOUN
ajlm-781	51	26	will	will	AUX
ajlm-781	51	27	not	not	PART
ajlm-781	51	28	be	be	AUX
ajlm-781	51	29	sufficient	sufficient	ADJ
ajlm-781	51	30	to	to	PART
ajlm-781	51	31	change	change	VERB
ajlm-781	51	32	this	this	DET
ajlm-781	51	33	trend	trend	NOUN
ajlm-781	51	34	.	.	PUNCT
ajlm-781	52	1	the	the	DET
ajlm-781	52	2	most	most	ADV
ajlm-781	52	3	recent	recent	ADJ
ajlm-781	52	4	survey	survey	NOUN
ajlm-781	52	5	in	in	ADP
ajlm-781	52	6	south	south	PROPN
ajlm-781	52	7	africa	africa	PROPN
ajlm-781	52	8	(	(	PUNCT
ajlm-781	52	9	2012–2014	2012–2014	NUM
ajlm-781	52	10	)	)	PUNCT
ajlm-781	52	11	,	,	PUNCT
ajlm-781	52	12	compared	compare	VERB
ajlm-781	52	13	to	to	ADP
ajlm-781	52	14	the	the	DET
ajlm-781	52	15	previous	previous	ADJ
ajlm-781	52	16	one	one	NUM
ajlm-781	52	17	conducted	conduct	VERB
ajlm-781	52	18	just	just	ADV
ajlm-781	52	19	over	over	ADP
ajlm-781	52	20	10	10	NUM
ajlm-781	52	21	years	year	NOUN
ajlm-781	52	22	earlier	early	ADV
ajlm-781	52	23	,	,	PUNCT
ajlm-781	52	24	showed	show	VERB
ajlm-781	52	25	an	an	DET
ajlm-781	52	26	almost	almost	ADV
ajlm-781	52	27	doubling	doubling	NOUN
ajlm-781	52	28	of	of	ADP
ajlm-781	52	29	the	the	DET
ajlm-781	52	30	rate	rate	NOUN
ajlm-781	52	31	in	in	ADP
ajlm-781	52	32	rifampicin	rifampicin	VERB
ajlm-781	52	33	resistance	resistance	NOUN
ajlm-781	52	34	(	(	PUNCT
ajlm-781	52	35	1.8	1.8	NUM
ajlm-781	52	36	%	%	NOUN
ajlm-781	52	37	to	to	ADP
ajlm-781	52	38	3.4%)15	3.4%)15	PROPN
ajlm-781	52	39	also	also	ADV
ajlm-781	52	40	a	a	DET
ajlm-781	52	41	similar	similar	ADJ
ajlm-781	52	42	increasing	increase	VERB
ajlm-781	52	43	rate	rate	NOUN
ajlm-781	52	44	of	of	ADP
ajlm-781	52	45	resistance	resistance	NOUN
ajlm-781	52	46	was	be	AUX
ajlm-781	52	47	observed	observe	VERB
ajlm-781	52	48	in	in	ADP
ajlm-781	52	49	botswana	botswana	PROPN
ajlm-781	52	50	from	from	ADP
ajlm-781	52	51	2.0	2.0	NUM
ajlm-781	52	52	%	%	NOUN
ajlm-781	52	53	to	to	ADP
ajlm-781	52	54	3.6	3.6	NUM
ajlm-781	52	55	%	%	NOUN
ajlm-781	52	56	between	between	ADP
ajlm-781	52	57	2002	2002	NUM
ajlm-781	52	58	and	and	CCONJ
ajlm-781	52	59	2007–2008.16	2007–2008.16	PRON
ajlm-781	52	60	the	the	DET
ajlm-781	52	61	increase	increase	NOUN
ajlm-781	52	62	observed	observe	VERB
ajlm-781	52	63	was	be	AUX
ajlm-781	52	64	primarily	primarily	ADV
ajlm-781	52	65	in	in	ADP
ajlm-781	52	66	new	new	ADJ
ajlm-781	52	67	cases	case	NOUN
ajlm-781	52	68	for	for	ADP
ajlm-781	52	69	both	both	DET
ajlm-781	52	70	countries	country	NOUN
ajlm-781	52	71	and	and	CCONJ
ajlm-781	52	72	driven	drive	VERB
ajlm-781	52	73	by	by	ADP
ajlm-781	52	74	rifampicin	rifampicin	VERB
ajlm-781	52	75	mono	mono	NOUN
ajlm-781	52	76	-	-	PUNCT
ajlm-781	52	77	resistant	resistant	ADJ
ajlm-781	52	78	tuberculosis	tuberculosis	NOUN
ajlm-781	52	79	,	,	PUNCT
ajlm-781	52	80	particularly	particularly	ADV
ajlm-781	52	81	in	in	ADP
ajlm-781	52	82	the	the	DET
ajlm-781	52	83	south	south	ADJ
ajlm-781	52	84	african	african	ADJ
ajlm-781	52	85	survey	survey	NOUN
ajlm-781	52	86	.	.	PUNCT
ajlm-781	53	1	the	the	DET
ajlm-781	53	2	increase	increase	NOUN
ajlm-781	53	3	in	in	ADP
ajlm-781	53	4	rifampicin	rifampicin	VERB
ajlm-781	53	5	resistant	resistant	ADJ
ajlm-781	53	6	(	(	PUNCT
ajlm-781	53	7	rr	rr	NOUN
ajlm-781	53	8	)	)	PUNCT
ajlm-781	53	9	tuberculosis	tuberculosis	NOUN
ajlm-781	53	10	among	among	ADP
ajlm-781	53	11	new	new	ADJ
ajlm-781	53	12	cases	case	NOUN
ajlm-781	53	13	highlights	highlight	VERB
ajlm-781	53	14	the	the	DET
ajlm-781	53	15	role	role	NOUN
ajlm-781	53	16	of	of	ADP
ajlm-781	53	17	primary	primary	ADJ
ajlm-781	53	18	drug	drug	NOUN
ajlm-781	53	19	resistant	resistant	ADJ
ajlm-781	53	20	tuberculosis	tuberculosis	NOUN
ajlm-781	53	21	transmission	transmission	NOUN
ajlm-781	53	22	,	,	PUNCT
ajlm-781	53	23	which	which	PRON
ajlm-781	53	24	is	be	AUX
ajlm-781	53	25	likely	likely	ADJ
ajlm-781	53	26	to	to	PART
ajlm-781	53	27	occur	occur	VERB
ajlm-781	53	28	due	due	ADP
ajlm-781	53	29	to	to	ADP
ajlm-781	53	30	missed	miss	VERB
ajlm-781	53	31	diagnostic	diagnostic	ADJ
ajlm-781	53	32	opportunities	opportunity	NOUN
ajlm-781	53	33	when	when	SCONJ
ajlm-781	53	34	patients	patient	NOUN
ajlm-781	53	35	are	be	AUX
ajlm-781	53	36	not	not	PART
ajlm-781	53	37	tested	test	VERB
ajlm-781	53	38	and	and	CCONJ
ajlm-781	53	39	treated	treat	VERB
ajlm-781	53	40	for	for	ADP
ajlm-781	53	41	drug	drug	NOUN
ajlm-781	53	42	-	-	PUNCT
ajlm-781	53	43	resistant	resistant	ADJ
ajlm-781	53	44	tuberculosis	tuberculosis	NOUN
ajlm-781	53	45	,	,	PUNCT
ajlm-781	53	46	or	or	CCONJ
ajlm-781	53	47	never	never	ADV
ajlm-781	53	48	reach	reach	VERB
ajlm-781	53	49	health	health	NOUN
ajlm-781	53	50	services	service	NOUN
ajlm-781	53	51	.	.	PUNCT
ajlm-781	54	1	this	this	PRON
ajlm-781	54	2	has	have	AUX
ajlm-781	54	3	been	be	AUX
ajlm-781	54	4	the	the	DET
ajlm-781	54	5	major	major	ADJ
ajlm-781	54	6	obstacle	obstacle	NOUN
ajlm-781	54	7	in	in	ADP
ajlm-781	54	8	the	the	DET
ajlm-781	54	9	era	era	NOUN
ajlm-781	54	10	preceding	precede	VERB
ajlm-781	54	11	the	the	DET
ajlm-781	54	12	introduction	introduction	NOUN
ajlm-781	54	13	of	of	ADP
ajlm-781	54	14	molecular	molecular	ADJ
ajlm-781	54	15	diagnostics	diagnostic	NOUN
ajlm-781	54	16	(	(	PUNCT
ajlm-781	54	17	xpert	xpert	X
ajlm-781	54	18	®	®	NOUN
ajlm-781	54	19	mtb	mtb	PROPN
ajlm-781	54	20	/	/	SYM
ajlm-781	54	21	rif	rif	PROPN
ajlm-781	55	1	[	[	X
ajlm-781	55	2	cepheid	cepheid	PROPN
ajlm-781	55	3	,	,	PUNCT
ajlm-781	55	4	sunnyvale	sunnyvale	PROPN
ajlm-781	55	5	,	,	PUNCT
ajlm-781	55	6	california	california	PROPN
ajlm-781	55	7	,	,	PUNCT
ajlm-781	55	8	united	united	PROPN
ajlm-781	55	9	states	states	PROPN
ajlm-781	55	10	]	]	PUNCT
ajlm-781	55	11	and	and	CCONJ
ajlm-781	55	12	line	line	NOUN
ajlm-781	55	13	probe	probe	NOUN
ajlm-781	55	14	assays	assay	NOUN
ajlm-781	55	15	)	)	PUNCT
ajlm-781	55	16	,	,	PUNCT
ajlm-781	55	17	which	which	PRON
ajlm-781	55	18	still	still	ADV
ajlm-781	55	19	continues	continue	VERB
ajlm-781	55	20	to	to	PART
ajlm-781	55	21	persist	persist	VERB
ajlm-781	55	22	.	.	PUNCT
ajlm-781	56	1	of	of	ADP
ajlm-781	56	2	importance	importance	NOUN
ajlm-781	56	3	as	as	ADV
ajlm-781	56	4	well	well	ADV
ajlm-781	56	5	is	be	AUX
ajlm-781	56	6	the	the	DET
ajlm-781	56	7	higher	high	ADJ
ajlm-781	56	8	rate	rate	NOUN
ajlm-781	56	9	of	of	ADP
ajlm-781	56	10	isoniazid	isoniazid	NOUN
ajlm-781	56	11	mono	mono	NOUN
ajlm-781	56	12	-	-	PUNCT
ajlm-781	56	13	resistance	resistance	NOUN
ajlm-781	56	14	(	(	PUNCT
ajlm-781	56	15	6.1	6.1	NUM
ajlm-781	56	16	%	%	NOUN
ajlm-781	56	17	)	)	PUNCT
ajlm-781	56	18	compared	compare	VERB
ajlm-781	56	19	to	to	ADP
ajlm-781	56	20	any	any	DET
ajlm-781	56	21	rifampicin	rifampicin	VERB
ajlm-781	56	22	resistance	resistance	NOUN
ajlm-781	56	23	(	(	PUNCT
ajlm-781	56	24	4.6	4.6	NUM
ajlm-781	56	25	%	%	NOUN
ajlm-781	56	26	)	)	PUNCT
ajlm-781	56	27	in	in	ADP
ajlm-781	56	28	the	the	DET
ajlm-781	56	29	2012–2014	2012–2014	NUM
ajlm-781	56	30	south	south	PROPN
ajlm-781	56	31	africa	africa	PROPN
ajlm-781	56	32	survey	survey	NOUN
ajlm-781	56	33	,	,	PUNCT
ajlm-781	56	34	with	with	SCONJ
ajlm-781	56	35	the	the	DET
ajlm-781	56	36	former	former	ADJ
ajlm-781	56	37	also	also	ADV
ajlm-781	56	38	associated	associate	VERB
ajlm-781	56	39	with	with	ADP
ajlm-781	56	40	poorer	poor	ADJ
ajlm-781	56	41	treatment	treatment	NOUN
ajlm-781	56	42	outcomes	outcome	NOUN
ajlm-781	56	43	.	.	PUNCT
ajlm-781	57	1	comparing	compare	VERB
ajlm-781	57	2	the	the	DET
ajlm-781	57	3	estimated	estimate	VERB
ajlm-781	57	4	burden	burden	NOUN
ajlm-781	57	5	of	of	ADP
ajlm-781	57	6	drug	drug	NOUN
ajlm-781	57	7	resistant	resistant	ADJ
ajlm-781	57	8	tuberculosis	tuberculosis	NOUN
ajlm-781	57	9	to	to	ADP
ajlm-781	57	10	cases	case	NOUN
ajlm-781	57	11	notified	notify	VERB
ajlm-781	57	12	,	,	PUNCT
ajlm-781	57	13	there	there	PRON
ajlm-781	57	14	is	be	VERB
ajlm-781	57	15	an	an	DET
ajlm-781	57	16	alarming	alarming	ADJ
ajlm-781	57	17	notification	notification	NOUN
ajlm-781	57	18	gap	gap	NOUN
ajlm-781	57	19	,	,	PUNCT
ajlm-781	57	20	as	as	SCONJ
ajlm-781	57	21	only	only	ADV
ajlm-781	57	22	27	27	NUM
ajlm-781	57	23	828	828	NUM
ajlm-781	57	24	of	of	ADP
ajlm-781	57	25	the	the	DET
ajlm-781	57	26	92	92	NUM
ajlm-781	57	27	629	629	NUM
ajlm-781	57	28	estimated	estimate	VERB
ajlm-781	57	29	cases	case	NOUN
ajlm-781	57	30	were	be	AUX
ajlm-781	57	31	notified	notify	VERB
ajlm-781	57	32	.	.	PUNCT
ajlm-781	58	1	this	this	PRON
ajlm-781	58	2	suggests	suggest	VERB
ajlm-781	58	3	that	that	SCONJ
ajlm-781	58	4	70	70	NUM
ajlm-781	58	5	%	%	NOUN
ajlm-781	58	6	of	of	ADP
ajlm-781	58	7	cases	case	NOUN
ajlm-781	58	8	in	in	ADP
ajlm-781	58	9	africa	africa	PROPN
ajlm-781	58	10	are	be	AUX
ajlm-781	58	11	being	be	AUX
ajlm-781	58	12	missed	miss	VERB
ajlm-781	58	13	.	.	PUNCT
ajlm-781	59	1	in	in	ADP
ajlm-781	59	2	addition	addition	NOUN
ajlm-781	59	3	,	,	PUNCT
ajlm-781	59	4	the	the	DET
ajlm-781	59	5	proportion	proportion	NOUN
ajlm-781	59	6	of	of	ADP
ajlm-781	59	7	missed	miss	VERB
ajlm-781	59	8	rr	rr	PROPN
ajlm-781	59	9	and	and	CCONJ
ajlm-781	59	10	mdr	mdr	PROPN
ajlm-781	59	11	tuberculosis	tuberculosis	NOUN
ajlm-781	59	12	cases	case	NOUN
ajlm-781	59	13	are	be	AUX
ajlm-781	59	14	estimated	estimate	VERB
ajlm-781	59	15	to	to	PART
ajlm-781	59	16	be	be	AUX
ajlm-781	59	17	above	above	ADP
ajlm-781	59	18	50	50	NUM
ajlm-781	59	19	%	%	NOUN
ajlm-781	59	20	for	for	ADP
ajlm-781	59	21	43	43	NUM
ajlm-781	59	22	of	of	ADP
ajlm-781	59	23	the	the	DET
ajlm-781	59	24	47	47	NUM
ajlm-781	59	25	african	african	ADJ
ajlm-781	59	26	countries	country	NOUN
ajlm-781	59	27	(	(	PUNCT
ajlm-781	59	28	table	table	NOUN
ajlm-781	59	29	1	1	NUM
ajlm-781	59	30	)	)	PUNCT
ajlm-781	59	31	.	.	PUNCT
ajlm-781	60	1	it	it	PRON
ajlm-781	60	2	should	should	AUX
ajlm-781	60	3	be	be	AUX
ajlm-781	60	4	noted	note	VERB
ajlm-781	60	5	that	that	SCONJ
ajlm-781	60	6	the	the	DET
ajlm-781	60	7	confidence	confidence	NOUN
ajlm-781	60	8	intervals	interval	NOUN
ajlm-781	60	9	are	be	AUX
ajlm-781	60	10	relatively	relatively	ADV
ajlm-781	60	11	wide	wide	ADJ
ajlm-781	60	12	,	,	PUNCT
ajlm-781	60	13	yet	yet	ADV
ajlm-781	60	14	using	use	VERB
ajlm-781	60	15	the	the	DET
ajlm-781	60	16	lower	low	ADJ
ajlm-781	60	17	estimate	estimate	NOUN
ajlm-781	60	18	the	the	DET
ajlm-781	60	19	gap	gap	NOUN
ajlm-781	60	20	is	be	AUX
ajlm-781	60	21	45	45	NUM
ajlm-781	60	22	%	%	NOUN
ajlm-781	60	23	.	.	PUNCT
ajlm-781	61	1	the	the	DET
ajlm-781	61	2	extremely	extremely	ADV
ajlm-781	61	3	drug	drug	NOUN
ajlm-781	61	4	resistant	resistant	ADJ
ajlm-781	61	5	tuberculosis	tuberculosis	NOUN
ajlm-781	61	6	estimates	estimate	NOUN
ajlm-781	61	7	are	be	AUX
ajlm-781	61	8	not	not	PART
ajlm-781	61	9	available	available	ADJ
ajlm-781	61	10	for	for	ADP
ajlm-781	61	11	comparison	comparison	NOUN
ajlm-781	61	12	;	;	PUNCT
ajlm-781	61	13	however	however	ADV
ajlm-781	61	14	,	,	PUNCT
ajlm-781	61	15	a	a	DET
ajlm-781	61	16	total	total	NOUN
ajlm-781	61	17	of	of	ADP
ajlm-781	61	18	1092	1092	NUM
ajlm-781	61	19	extremely	extremely	ADV
ajlm-781	61	20	drug	drug	NOUN
ajlm-781	61	21	resistant	resistant	ADJ
ajlm-781	61	22	tuberculosis	tuberculosis	NOUN
ajlm-781	61	23	cases	case	NOUN
ajlm-781	61	24	were	be	AUX
ajlm-781	61	25	notified	notify	VERB
ajlm-781	61	26	,	,	PUNCT
ajlm-781	61	27	of	of	ADP
ajlm-781	61	28	which	which	PRON
ajlm-781	61	29	south	south	PROPN
ajlm-781	61	30	africa	africa	PROPN
ajlm-781	61	31	reported	report	VERB
ajlm-781	61	32	89	89	NUM
ajlm-781	61	33	%	%	NOUN
ajlm-781	61	34	(	(	PUNCT
ajlm-781	61	35	967	967	NUM
ajlm-781	61	36	)	)	PUNCT
ajlm-781	61	37	of	of	ADP
ajlm-781	61	38	all	all	DET
ajlm-781	61	39	extremely	extremely	ADV
ajlm-781	61	40	drug	drug	NOUN
ajlm-781	61	41	resistant	resistant	ADJ
ajlm-781	61	42	tuberculosis	tuberculosis	NOUN
ajlm-781	61	43	cases	case	NOUN
ajlm-781	61	44	on	on	ADP
ajlm-781	61	45	the	the	DET
ajlm-781	61	46	continent.17	continent.17	NOUN
ajlm-781	61	47	this	this	DET
ajlm-781	61	48	disproportionality	disproportionality	NOUN
ajlm-781	61	49	is	be	AUX
ajlm-781	61	50	most	most	ADV
ajlm-781	61	51	likely	likely	ADJ
ajlm-781	61	52	due	due	ADP
ajlm-781	61	53	to	to	ADP
ajlm-781	61	54	lack	lack	NOUN
ajlm-781	61	55	of	of	ADP
ajlm-781	61	56	capacity	capacity	NOUN
ajlm-781	61	57	to	to	PART
ajlm-781	61	58	diagnose	diagnose	VERB
ajlm-781	61	59	extremely	extremely	ADV
ajlm-781	61	60	drug	drug	NOUN
ajlm-781	61	61	resistant	resistant	ADJ
ajlm-781	61	62	tuberculosis	tuberculosis	NOUN
ajlm-781	61	63	in	in	ADP
ajlm-781	61	64	africa	africa	PROPN
ajlm-781	61	65	.	.	PUNCT
ajlm-781	62	1	only	only	ADV
ajlm-781	62	2	53	53	NUM
ajlm-781	62	3	%	%	NOUN
ajlm-781	62	4	of	of	ADP
ajlm-781	62	5	rr	rr	PROPN
ajlm-781	62	6	and	and	CCONJ
ajlm-781	62	7	mdr	mdr	PROPN
ajlm-781	62	8	tuberculosis	tuberculosis	NOUN
ajlm-781	62	9	cases	case	NOUN
ajlm-781	62	10	in	in	ADP
ajlm-781	62	11	africa	africa	PROPN
ajlm-781	62	12	had	have	VERB
ajlm-781	62	13	second	second	ADJ
ajlm-781	62	14	-	-	PUNCT
ajlm-781	62	15	line	line	NOUN
ajlm-781	62	16	drug	drug	NOUN
ajlm-781	62	17	susceptibility	susceptibility	NOUN
ajlm-781	62	18	testing	testing	NOUN
ajlm-781	62	19	performed	perform	VERB
ajlm-781	62	20	,	,	PUNCT
ajlm-781	62	21	and	and	CCONJ
ajlm-781	62	22	47	47	NUM
ajlm-781	62	23	%	%	NOUN
ajlm-781	62	24	(	(	PUNCT
ajlm-781	62	25	22/47	22/47	NUM
ajlm-781	62	26	)	)	PUNCT
ajlm-781	62	27	of	of	ADP
ajlm-781	62	28	member	member	NOUN
ajlm-781	62	29	states	state	NOUN
ajlm-781	62	30	do	do	AUX
ajlm-781	62	31	not	not	PART
ajlm-781	62	32	have	have	VERB
ajlm-781	62	33	a	a	DET
ajlm-781	62	34	laboratory	laboratory	NOUN
ajlm-781	62	35	that	that	PRON
ajlm-781	62	36	can	can	AUX
ajlm-781	62	37	perform	perform	VERB
ajlm-781	62	38	second	second	ADJ
ajlm-781	62	39	-	-	PUNCT
ajlm-781	62	40	line	line	NOUN
ajlm-781	62	41	resistance	resistance	NOUN
ajlm-781	62	42	testing	testing	NOUN
ajlm-781	62	43	(	(	PUNCT
ajlm-781	62	44	table	table	NOUN
ajlm-781	62	45	3	3	NUM
ajlm-781	62	46	)	)	PUNCT
ajlm-781	62	47	.	.	PUNCT
ajlm-781	63	1	table	table	NOUN
ajlm-781	63	2	3	3	NUM
ajlm-781	63	3	:	:	PUNCT
ajlm-781	63	4	 	 	SPACE
ajlm-781	63	5	second	second	ADJ
ajlm-781	63	6	-	-	PUNCT
ajlm-781	63	7	line	line	NOUN
ajlm-781	63	8	resistance	resistance	NOUN
ajlm-781	63	9	detection	detection	NOUN
ajlm-781	63	10	in	in	ADP
ajlm-781	63	11	africa	africa	PROPN
ajlm-781	63	12	from	from	ADP
ajlm-781	63	13	policy	policy	NOUN
ajlm-781	63	14	to	to	ADP
ajlm-781	63	15	application	application	NOUN
ajlm-781	63	16	.	.	PUNCT
ajlm-781	64	1	mortality	mortality	NOUN
ajlm-781	64	2	reduction	reduction	NOUN
ajlm-781	64	3	is	be	AUX
ajlm-781	64	4	another	another	DET
ajlm-781	64	5	important	important	ADJ
ajlm-781	64	6	target	target	NOUN
ajlm-781	64	7	of	of	ADP
ajlm-781	64	8	who	who	PRON
ajlm-781	64	9	’s	’	VERB
ajlm-781	64	10	2035	2035	NUM
ajlm-781	64	11	end	end	NOUN
ajlm-781	64	12	tb	tb	ADP
ajlm-781	64	13	strategy	strategy	NOUN
ajlm-781	64	14	.	.	PUNCT
ajlm-781	65	1	missed	miss	VERB
ajlm-781	65	2	cases	case	NOUN
ajlm-781	65	3	contribute	contribute	VERB
ajlm-781	65	4	to	to	ADP
ajlm-781	65	5	mortality	mortality	NOUN
ajlm-781	65	6	directly	directly	ADV
ajlm-781	65	7	when	when	SCONJ
ajlm-781	65	8	cases	case	NOUN
ajlm-781	65	9	are	be	AUX
ajlm-781	65	10	not	not	PART
ajlm-781	65	11	detected	detect	VERB
ajlm-781	65	12	through	through	ADP
ajlm-781	65	13	current	current	ADJ
ajlm-781	65	14	programmes	programme	NOUN
ajlm-781	65	15	,	,	PUNCT
ajlm-781	65	16	or	or	CCONJ
ajlm-781	65	17	indirectly	indirectly	ADV
ajlm-781	65	18	due	due	ADJ
ajlm-781	65	19	to	to	ADP
ajlm-781	65	20	late	late	ADJ
ajlm-781	65	21	presentation	presentation	NOUN
ajlm-781	65	22	or	or	CCONJ
ajlm-781	65	23	testing	testing	NOUN
ajlm-781	65	24	for	for	ADP
ajlm-781	65	25	resistance	resistance	NOUN
ajlm-781	65	26	being	be	AUX
ajlm-781	65	27	unavailable	unavailable	ADJ
ajlm-781	65	28	.	.	PUNCT
ajlm-781	66	1	the	the	DET
ajlm-781	66	2	overall	overall	ADJ
ajlm-781	66	3	mdr	mdr	X
ajlm-781	66	4	tuberculosis	tuberculosis	NOUN
ajlm-781	66	5	mortality	mortality	NOUN
ajlm-781	66	6	for	for	ADP
ajlm-781	66	7	the	the	DET
ajlm-781	66	8	2014	2014	NUM
ajlm-781	66	9	africa	africa	PROPN
ajlm-781	66	10	cohort	cohort	NOUN
ajlm-781	66	11	(	(	PUNCT
ajlm-781	66	12	n	n	NOUN
ajlm-781	66	13	=	=	SYM
ajlm-781	66	14	16	16	NUM
ajlm-781	66	15	231	231	NUM
ajlm-781	66	16	)	)	PUNCT
ajlm-781	66	17	was	be	AUX
ajlm-781	66	18	20	20	NUM
ajlm-781	66	19	%	%	NOUN
ajlm-781	66	20	,	,	PUNCT
ajlm-781	66	21	while	while	SCONJ
ajlm-781	66	22	treatment	treatment	NOUN
ajlm-781	66	23	success	success	NOUN
ajlm-781	66	24	was	be	AUX
ajlm-781	66	25	only	only	ADV
ajlm-781	66	26	58	58	NUM
ajlm-781	66	27	%	%	NOUN
ajlm-781	66	28	(	(	PUNCT
ajlm-781	66	29	figure	figure	NOUN
ajlm-781	66	30	1	1	NUM
ajlm-781	66	31	)	)	PUNCT
ajlm-781	66	32	.	.	PUNCT
ajlm-781	67	1	the	the	DET
ajlm-781	67	2	situation	situation	NOUN
ajlm-781	67	3	was	be	AUX
ajlm-781	67	4	far	far	ADV
ajlm-781	67	5	worse	bad	ADJ
ajlm-781	67	6	for	for	ADP
ajlm-781	67	7	the	the	DET
ajlm-781	67	8	extremely	extremely	ADV
ajlm-781	67	9	drug	drug	NOUN
ajlm-781	67	10	resistant	resistant	ADJ
ajlm-781	67	11	tuberculosis	tuberculosis	NOUN
ajlm-781	67	12	cohort	cohort	NOUN
ajlm-781	67	13	in	in	ADP
ajlm-781	67	14	2014	2014	NUM
ajlm-781	67	15	(	(	PUNCT
ajlm-781	67	16	n	n	NOUN
ajlm-781	67	17	=	=	SYM
ajlm-781	67	18	623	623	NUM
ajlm-781	67	19	)	)	PUNCT
ajlm-781	67	20	with	with	ADP
ajlm-781	67	21	mortality	mortality	NOUN
ajlm-781	67	22	at	at	ADP
ajlm-781	67	23	42	42	NUM
ajlm-781	67	24	%	%	NOUN
ajlm-781	67	25	and	and	CCONJ
ajlm-781	67	26	treatment	treatment	NOUN
ajlm-781	67	27	success	success	NOUN
ajlm-781	67	28	at	at	ADP
ajlm-781	67	29	only	only	ADV
ajlm-781	67	30	27	27	NUM
ajlm-781	67	31	%	%	NOUN
ajlm-781	67	32	.	.	PUNCT
ajlm-781	68	1	outcomes	outcome	NOUN
ajlm-781	68	2	for	for	ADP
ajlm-781	68	3	the	the	DET
ajlm-781	68	4	2014	2014	NUM
ajlm-781	68	5	cohort	cohort	NOUN
ajlm-781	68	6	of	of	ADP
ajlm-781	68	7	mdr	mdr	PROPN
ajlm-781	68	8	tuberculosis	tuberculosis	NOUN
ajlm-781	68	9	by	by	ADP
ajlm-781	68	10	country	country	NOUN
ajlm-781	68	11	are	be	AUX
ajlm-781	68	12	shown	show	VERB
ajlm-781	68	13	in	in	ADP
ajlm-781	68	14	figure	figure	NOUN
ajlm-781	68	15	1	1	NUM
ajlm-781	68	16	.	.	PUNCT
ajlm-781	69	1	figure	figure	NOUN
ajlm-781	69	2	1	1	NUM
ajlm-781	69	3	:	:	PUNCT
ajlm-781	69	4	multi	multi	ADJ
ajlm-781	69	5	-	-	ADJ
ajlm-781	69	6	drug	drug	NOUN
ajlm-781	69	7	-	-	PUNCT
ajlm-781	69	8	resistant	resistant	ADJ
ajlm-781	69	9	tuberculosis	tuberculosis	NOUN
ajlm-781	69	10	outcomes	outcome	NOUN
ajlm-781	69	11	by	by	ADP
ajlm-781	69	12	country	country	NOUN
ajlm-781	69	13	grouped	group	VERB
ajlm-781	69	14	by	by	ADP
ajlm-781	69	15	size	size	NOUN
ajlm-781	69	16	of	of	ADP
ajlm-781	69	17	cohort	cohort	NOUN
ajlm-781	69	18	:	:	PUNCT
ajlm-781	69	19	2014	2014	NUM
ajlm-781	69	20	.	.	PUNCT
ajlm-781	70	1	countries	country	NOUN
ajlm-781	70	2	with	with	ADP
ajlm-781	70	3	no	no	DET
ajlm-781	70	4	data	datum	NOUN
ajlm-781	70	5	or	or	CCONJ
ajlm-781	70	6	no	no	DET
ajlm-781	70	7	reported	report	VERB
ajlm-781	70	8	cases	case	NOUN
ajlm-781	70	9	are	be	AUX
ajlm-781	70	10	not	not	PART
ajlm-781	70	11	shown	show	VERB
ajlm-781	70	12	.	.	PUNCT
ajlm-781	71	1	reviewing	review	VERB
ajlm-781	71	2	the	the	DET
ajlm-781	71	3	diagnostic	diagnostic	ADJ
ajlm-781	71	4	landscape	landscape	NOUN
ajlm-781	71	5	for	for	ADP
ajlm-781	71	6	drug	drug	NOUN
ajlm-781	71	7	resistant	resistant	ADJ
ajlm-781	71	8	tuberculosis	tuberculosis	NOUN
ajlm-781	71	9	in	in	ADP
ajlm-781	71	10	africa	africa	PROPN
ajlm-781	71	11	,	,	PUNCT
ajlm-781	71	12	encouraging	encourage	VERB
ajlm-781	71	13	signs	sign	NOUN
ajlm-781	71	14	are	be	AUX
ajlm-781	71	15	noted	note	VERB
ajlm-781	71	16	with	with	ADP
ajlm-781	71	17	45	45	NUM
ajlm-781	71	18	%	%	NOUN
ajlm-781	71	19	(	(	PUNCT
ajlm-781	71	20	21/47	21/47	NUM
ajlm-781	71	21	)	)	PUNCT
ajlm-781	71	22	of	of	ADP
ajlm-781	71	23	countries	country	NOUN
ajlm-781	71	24	having	have	VERB
ajlm-781	71	25	progressive	progressive	ADJ
ajlm-781	71	26	policies	policy	NOUN
ajlm-781	71	27	,	,	PUNCT
ajlm-781	71	28	which	which	PRON
ajlm-781	71	29	include	include	VERB
ajlm-781	71	30	the	the	DET
ajlm-781	71	31	use	use	NOUN
ajlm-781	71	32	of	of	ADP
ajlm-781	71	33	the	the	DET
ajlm-781	71	34	xpert	xpert	PROPN
ajlm-781	71	35	mtb	mtb	PROPN
ajlm-781	71	36	/	/	SYM
ajlm-781	71	37	rif	rif	PROPN
ajlm-781	71	38	assay	assay	PROPN
ajlm-781	71	39	as	as	ADP
ajlm-781	71	40	the	the	DET
ajlm-781	71	41	initial	initial	ADJ
ajlm-781	71	42	who	who	PRON
ajlm-781	71	43	-	-	PUNCT
ajlm-781	71	44	endorsed	endorse	VERB
ajlm-781	71	45	rapid	rapid	ADJ
ajlm-781	71	46	diagnostic	diagnostic	ADJ
ajlm-781	71	47	test	test	NOUN
ajlm-781	71	48	(	(	PUNCT
ajlm-781	71	49	table	table	NOUN
ajlm-781	71	50	1	1	NUM
ajlm-781	71	51	)	)	PUNCT
ajlm-781	71	52	.	.	PUNCT
ajlm-781	72	1	comparing	compare	VERB
ajlm-781	72	2	policy	policy	NOUN
ajlm-781	72	3	to	to	PART
ajlm-781	72	4	practice	practice	VERB
ajlm-781	72	5	,	,	PUNCT
ajlm-781	72	6	clear	clear	ADJ
ajlm-781	72	7	gaps	gap	NOUN
ajlm-781	72	8	emerge	emerge	VERB
ajlm-781	72	9	.	.	PUNCT
ajlm-781	73	1	across	across	ADP
ajlm-781	73	2	the	the	DET
ajlm-781	73	3	continent	continent	NOUN
ajlm-781	73	4	only	only	ADV
ajlm-781	73	5	35	35	NUM
ajlm-781	73	6	%	%	NOUN
ajlm-781	73	7	of	of	ADP
ajlm-781	73	8	newly	newly	ADV
ajlm-781	73	9	diagnosed	diagnose	VERB
ajlm-781	73	10	tuberculosis	tuberculosis	NOUN
ajlm-781	73	11	cases	case	NOUN
ajlm-781	73	12	had	have	VERB
ajlm-781	73	13	a	a	DET
ajlm-781	73	14	rifampicin	rifampicin	VERB
ajlm-781	73	15	drug	drug	NOUN
ajlm-781	73	16	susceptibility	susceptibility	NOUN
ajlm-781	73	17	test	test	NOUN
ajlm-781	73	18	performed	perform	VERB
ajlm-781	73	19	(	(	PUNCT
ajlm-781	73	20	table	table	NOUN
ajlm-781	73	21	1	1	NUM
ajlm-781	73	22	)	)	PUNCT
ajlm-781	73	23	,	,	PUNCT
ajlm-781	73	24	implying	imply	VERB
ajlm-781	73	25	that	that	DET
ajlm-781	73	26	primary	primary	ADJ
ajlm-781	73	27	drug	drug	NOUN
ajlm-781	73	28	resistant	resistant	ADJ
ajlm-781	74	1	tuberculosis	tuberculosis	NOUN
ajlm-781	74	2	cases	case	NOUN
ajlm-781	74	3	are	be	AUX
ajlm-781	74	4	largely	largely	ADV
ajlm-781	74	5	being	be	AUX
ajlm-781	74	6	missed	miss	VERB
ajlm-781	74	7	.	.	PUNCT
ajlm-781	75	1	rifampicin	rifampicin	VERB
ajlm-781	75	2	drug	drug	NOUN
ajlm-781	75	3	susceptibility	susceptibility	NOUN
ajlm-781	75	4	testing	testing	NOUN
ajlm-781	75	5	was	be	AUX
ajlm-781	75	6	available	available	ADJ
ajlm-781	75	7	for	for	ADP
ajlm-781	75	8	less	less	ADJ
ajlm-781	75	9	than	than	ADP
ajlm-781	75	10	10	10	NUM
ajlm-781	75	11	%	%	NOUN
ajlm-781	75	12	of	of	ADP
ajlm-781	75	13	new	new	ADJ
ajlm-781	75	14	cases	case	NOUN
ajlm-781	75	15	in	in	ADP
ajlm-781	75	16	23	23	NUM
ajlm-781	75	17	countries	country	NOUN
ajlm-781	75	18	.	.	PUNCT
ajlm-781	76	1	in	in	ADP
ajlm-781	76	2	contrast	contrast	NOUN
ajlm-781	76	3	,	,	PUNCT
ajlm-781	76	4	mauritius	mauritius	PROPN
ajlm-781	76	5	(	(	PUNCT
ajlm-781	76	6	94	94	NUM
ajlm-781	76	7	%	%	NOUN
ajlm-781	76	8	)	)	PUNCT
ajlm-781	76	9	,	,	PUNCT
ajlm-781	76	10	south	south	PROPN
ajlm-781	76	11	africa	africa	PROPN
ajlm-781	76	12	(	(	PUNCT
ajlm-781	76	13	91	91	NUM
ajlm-781	76	14	%	%	NOUN
ajlm-781	76	15	)	)	PUNCT
ajlm-781	76	16	,	,	PUNCT
ajlm-781	76	17	swaziland	swaziland	PROPN
ajlm-781	76	18	(	(	PUNCT
ajlm-781	76	19	82	82	NUM
ajlm-781	76	20	%	%	NOUN
ajlm-781	76	21	)	)	PUNCT
ajlm-781	76	22	,	,	PUNCT
ajlm-781	76	23	senegal	senegal	NOUN
ajlm-781	76	24	(	(	PUNCT
ajlm-781	76	25	69	69	NUM
ajlm-781	76	26	%	%	NOUN
ajlm-781	76	27	)	)	PUNCT
ajlm-781	76	28	and	and	CCONJ
ajlm-781	76	29	rwanda	rwanda	PROPN
ajlm-781	76	30	(	(	PUNCT
ajlm-781	76	31	66	66	NUM
ajlm-781	76	32	%	%	NOUN
ajlm-781	76	33	)	)	PUNCT
ajlm-781	76	34	were	be	AUX
ajlm-781	76	35	ranked	rank	VERB
ajlm-781	76	36	as	as	ADP
ajlm-781	76	37	the	the	DET
ajlm-781	76	38	top	top	ADJ
ajlm-781	76	39	five	five	NUM
ajlm-781	76	40	countries	country	NOUN
ajlm-781	76	41	with	with	ADP
ajlm-781	76	42	high	high	ADJ
ajlm-781	76	43	coverage	coverage	NOUN
ajlm-781	76	44	for	for	ADP
ajlm-781	76	45	rifampicin	rifampicin	VERB
ajlm-781	76	46	drug	drug	NOUN
ajlm-781	76	47	susceptibility	susceptibility	NOUN
ajlm-781	76	48	testing	testing	NOUN
ajlm-781	76	49	among	among	ADP
ajlm-781	76	50	notified	notify	VERB
ajlm-781	76	51	cases	case	NOUN
ajlm-781	76	52	.	.	PUNCT
ajlm-781	77	1	on	on	ADP
ajlm-781	77	2	the	the	DET
ajlm-781	77	3	continent	continent	NOUN
ajlm-781	77	4	,	,	PUNCT
ajlm-781	77	5	the	the	DET
ajlm-781	77	6	xpert	xpert	PROPN
ajlm-781	77	7	mtb	mtb	PROPN
ajlm-781	77	8	/	/	SYM
ajlm-781	77	9	rif	rif	PROPN
ajlm-781	77	10	is	be	AUX
ajlm-781	77	11	available	available	ADJ
ajlm-781	77	12	in	in	ADP
ajlm-781	77	13	43/47	43/47	NUM
ajlm-781	77	14	(	(	PUNCT
ajlm-781	77	15	91	91	NUM
ajlm-781	77	16	%	%	NOUN
ajlm-781	77	17	)	)	PUNCT
ajlm-781	77	18	countries	country	NOUN
ajlm-781	77	19	,	,	PUNCT
ajlm-781	77	20	comprising	comprise	VERB
ajlm-781	77	21	1740	1740	NUM
ajlm-781	77	22	testing	testing	NOUN
ajlm-781	77	23	sites	site	NOUN
ajlm-781	77	24	(	(	PUNCT
ajlm-781	77	25	table	table	NOUN
ajlm-781	77	26	1	1	NUM
ajlm-781	77	27	)	)	PUNCT
ajlm-781	77	28	.	.	PUNCT
ajlm-781	78	1	adjusted	adjust	VERB
ajlm-781	78	2	for	for	ADP
ajlm-781	78	3	population	population	NOUN
ajlm-781	78	4	size	size	NOUN
ajlm-781	78	5	,	,	PUNCT
ajlm-781	78	6	there	there	PRON
ajlm-781	78	7	is	be	VERB
ajlm-781	78	8	large	large	ADJ
ajlm-781	78	9	variability	variability	NOUN
ajlm-781	78	10	ranging	range	VERB
ajlm-781	78	11	from	from	ADP
ajlm-781	78	12	less	less	ADJ
ajlm-781	78	13	than	than	ADP
ajlm-781	78	14	1	1	NUM
ajlm-781	78	15	to	to	PART
ajlm-781	78	16	24	24	NUM
ajlm-781	78	17	sites	site	NOUN
ajlm-781	78	18	per	per	ADP
ajlm-781	78	19	million	million	NUM
ajlm-781	78	20	people	people	NOUN
ajlm-781	78	21	.	.	PUNCT
ajlm-781	79	1	albeit	albeit	SCONJ
ajlm-781	79	2	a	a	DET
ajlm-781	79	3	crude	crude	ADJ
ajlm-781	79	4	measurement	measurement	NOUN
ajlm-781	79	5	,	,	PUNCT
ajlm-781	79	6	it	it	PRON
ajlm-781	79	7	does	do	AUX
ajlm-781	79	8	highlight	highlight	VERB
ajlm-781	79	9	important	important	ADJ
ajlm-781	79	10	gaps	gap	NOUN
ajlm-781	79	11	in	in	ADP
ajlm-781	79	12	coverage	coverage	NOUN
ajlm-781	79	13	for	for	ADP
ajlm-781	79	14	many	many	ADJ
ajlm-781	79	15	countries	country	NOUN
ajlm-781	79	16	.	.	PUNCT
ajlm-781	80	1	however	however	ADV
ajlm-781	80	2	,	,	PUNCT
ajlm-781	80	3	coverage	coverage	NOUN
ajlm-781	80	4	of	of	ADP
ajlm-781	80	5	drug	drug	NOUN
ajlm-781	80	6	susceptibility	susceptibility	NOUN
ajlm-781	80	7	testing	testing	NOUN
ajlm-781	80	8	does	do	AUX
ajlm-781	80	9	not	not	PART
ajlm-781	80	10	directly	directly	ADV
ajlm-781	80	11	imply	imply	VERB
ajlm-781	80	12	utilisation	utilisation	NOUN
ajlm-781	80	13	,	,	PUNCT
ajlm-781	80	14	which	which	PRON
ajlm-781	80	15	is	be	AUX
ajlm-781	80	16	likely	likely	ADJ
ajlm-781	80	17	to	to	PART
ajlm-781	80	18	be	be	AUX
ajlm-781	80	19	even	even	ADV
ajlm-781	80	20	poorer	poor	ADJ
ajlm-781	80	21	.	.	PUNCT
ajlm-781	81	1	policies	policy	NOUN
ajlm-781	81	2	on	on	ADP
ajlm-781	81	3	universal	universal	ADJ
ajlm-781	81	4	drug	drug	NOUN
ajlm-781	81	5	susceptibility	susceptibility	NOUN
ajlm-781	81	6	testing	testing	NOUN
ajlm-781	81	7	are	be	AUX
ajlm-781	81	8	also	also	ADV
ajlm-781	81	9	lacking	lack	VERB
ajlm-781	81	10	with	with	ADP
ajlm-781	81	11	19	19	NUM
ajlm-781	81	12	(	(	PUNCT
ajlm-781	81	13	40	40	NUM
ajlm-781	81	14	%	%	NOUN
ajlm-781	81	15	)	)	PUNCT
ajlm-781	81	16	of	of	ADP
ajlm-781	81	17	the	the	DET
ajlm-781	81	18	47	47	NUM
ajlm-781	81	19	countries	country	NOUN
ajlm-781	81	20	having	have	VERB
ajlm-781	81	21	a	a	DET
ajlm-781	81	22	policy	policy	NOUN
ajlm-781	81	23	in	in	ADP
ajlm-781	81	24	place	place	NOUN
ajlm-781	81	25	(	(	PUNCT
ajlm-781	81	26	table	table	NOUN
ajlm-781	81	27	3	3	NUM
ajlm-781	81	28	)	)	PUNCT
ajlm-781	81	29	.	.	PUNCT
ajlm-781	82	1	the	the	DET
ajlm-781	82	2	genotype	genotype	NOUN
ajlm-781	82	3	mtbdrsl	mtbdrsl	NOUN
ajlm-781	82	4	(	(	PUNCT
ajlm-781	82	5	hain	hain	PROPN
ajlm-781	82	6	life	life	NOUN
ajlm-781	82	7	sciences	science	NOUN
ajlm-781	82	8	,	,	PUNCT
ajlm-781	82	9	nehren	nehren	NOUN
ajlm-781	82	10	,	,	PUNCT
ajlm-781	82	11	germany	germany	PROPN
ajlm-781	82	12	)	)	PUNCT
ajlm-781	82	13	for	for	ADP
ajlm-781	82	14	second	second	ADJ
ajlm-781	82	15	-	-	PUNCT
ajlm-781	82	16	line	line	NOUN
ajlm-781	82	17	drug	drug	NOUN
ajlm-781	82	18	susceptibility	susceptibility	NOUN
ajlm-781	82	19	testing	testing	NOUN
ajlm-781	82	20	is	be	AUX
ajlm-781	82	21	available	available	ADJ
ajlm-781	82	22	in	in	ADP
ajlm-781	82	23	20	20	NUM
ajlm-781	82	24	of	of	ADP
ajlm-781	82	25	47	47	NUM
ajlm-781	82	26	(	(	PUNCT
ajlm-781	82	27	43	43	NUM
ajlm-781	82	28	%	%	NOUN
ajlm-781	82	29	)	)	PUNCT
ajlm-781	82	30	countries	country	NOUN
ajlm-781	82	31	at	at	ADP
ajlm-781	82	32	29	29	NUM
ajlm-781	82	33	sites	site	NOUN
ajlm-781	82	34	(	(	PUNCT
ajlm-781	82	35	table	table	NOUN
ajlm-781	82	36	3	3	NUM
ajlm-781	82	37	)	)	PUNCT
ajlm-781	82	38	.	.	PUNCT
ajlm-781	83	1	this	this	DET
ajlm-781	83	2	proportion	proportion	NOUN
ajlm-781	83	3	is	be	AUX
ajlm-781	83	4	unsurprisingly	unsurprisingly	ADV
ajlm-781	83	5	low	low	ADJ
ajlm-781	83	6	as	as	SCONJ
ajlm-781	83	7	the	the	DET
ajlm-781	83	8	genotype	genotype	NOUN
ajlm-781	83	9	mtbdrsl	mtbdrsl	NOUN
ajlm-781	83	10	has	have	AUX
ajlm-781	83	11	only	only	ADV
ajlm-781	83	12	been	be	AUX
ajlm-781	83	13	recently	recently	ADV
ajlm-781	83	14	endorsed	endorse	VERB
ajlm-781	83	15	to	to	PART
ajlm-781	83	16	address	address	VERB
ajlm-781	83	17	gaps	gap	NOUN
ajlm-781	83	18	in	in	ADP
ajlm-781	83	19	second	second	ADJ
ajlm-781	83	20	-	-	PUNCT
ajlm-781	83	21	line	line	NOUN
ajlm-781	83	22	drug	drug	NOUN
ajlm-781	83	23	susceptibility	susceptibility	NOUN
ajlm-781	83	24	testing	testing	NOUN
ajlm-781	83	25	.	.	PUNCT
ajlm-781	84	1	overall	overall	ADJ
ajlm-781	84	2	,	,	PUNCT
ajlm-781	84	3	28	28	NUM
ajlm-781	84	4	(	(	PUNCT
ajlm-781	84	5	60	60	NUM
ajlm-781	84	6	%	%	NOUN
ajlm-781	84	7	)	)	PUNCT
ajlm-781	84	8	countries	country	NOUN
ajlm-781	84	9	have	have	VERB
ajlm-781	84	10	second	second	ADJ
ajlm-781	84	11	-	-	PUNCT
ajlm-781	84	12	line	line	NOUN
ajlm-781	84	13	drug	drug	NOUN
ajlm-781	84	14	susceptibility	susceptibility	NOUN
ajlm-781	84	15	testing	testing	NOUN
ajlm-781	84	16	available	available	ADJ
ajlm-781	84	17	,	,	PUNCT
ajlm-781	84	18	using	use	VERB
ajlm-781	84	19	either	either	PRON
ajlm-781	84	20	line	line	NOUN
ajlm-781	84	21	probe	probe	NOUN
ajlm-781	84	22	assay	assay	NOUN
ajlm-781	84	23	or	or	CCONJ
ajlm-781	84	24	phenotypic	phenotypic	ADJ
ajlm-781	84	25	drug	drug	NOUN
ajlm-781	84	26	susceptibility	susceptibility	NOUN
ajlm-781	84	27	testing	testing	NOUN
ajlm-781	84	28	(	(	PUNCT
ajlm-781	84	29	table	table	NOUN
ajlm-781	84	30	3	3	NUM
ajlm-781	84	31	)	)	PUNCT
ajlm-781	84	32	.	.	PUNCT
ajlm-781	85	1	availability	availability	NOUN
ajlm-781	85	2	of	of	ADP
ajlm-781	85	3	second	second	ADJ
ajlm-781	85	4	-	-	PUNCT
ajlm-781	85	5	line	line	NOUN
ajlm-781	85	6	drug	drug	NOUN
ajlm-781	85	7	susceptibility	susceptibility	NOUN
ajlm-781	85	8	testing	testing	NOUN
ajlm-781	85	9	has	have	AUX
ajlm-781	85	10	,	,	PUNCT
ajlm-781	85	11	however	however	ADV
ajlm-781	85	12	,	,	PUNCT
ajlm-781	85	13	not	not	PART
ajlm-781	85	14	translated	translate	VERB
ajlm-781	85	15	into	into	ADP
ajlm-781	85	16	practice	practice	NOUN
ajlm-781	85	17	with	with	ADP
ajlm-781	85	18	only	only	ADV
ajlm-781	85	19	43	43	NUM
ajlm-781	85	20	%	%	NOUN
ajlm-781	85	21	(	(	PUNCT
ajlm-781	85	22	12/28	12/28	NUM
ajlm-781	85	23	)	)	PUNCT
ajlm-781	85	24	of	of	ADP
ajlm-781	85	25	these	these	DET
ajlm-781	85	26	countries	country	NOUN
ajlm-781	85	27	testing	test	VERB
ajlm-781	85	28	more	more	ADJ
ajlm-781	85	29	than	than	ADP
ajlm-781	85	30	half	half	DET
ajlm-781	85	31	their	their	PRON
ajlm-781	85	32	notified	notify	VERB
ajlm-781	85	33	rifampicin	rifampicin	NOUN
ajlm-781	85	34	-	-	PUNCT
ajlm-781	85	35	resistant	resistant	ADJ
ajlm-781	85	36	tuberculosis	tuberculosis	NOUN
ajlm-781	85	37	cases	case	NOUN
ajlm-781	85	38	.	.	PUNCT
ajlm-781	86	1	however	however	ADV
ajlm-781	86	2	,	,	PUNCT
ajlm-781	86	3	these	these	DET
ajlm-781	86	4	percentages	percentage	NOUN
ajlm-781	86	5	are	be	AUX
ajlm-781	86	6	not	not	PART
ajlm-781	86	7	truly	truly	ADV
ajlm-781	86	8	reflective	reflective	ADJ
ajlm-781	86	9	,	,	PUNCT
ajlm-781	86	10	as	as	SCONJ
ajlm-781	86	11	they	they	PRON
ajlm-781	86	12	are	be	AUX
ajlm-781	86	13	based	base	VERB
ajlm-781	86	14	on	on	ADP
ajlm-781	86	15	the	the	DET
ajlm-781	86	16	number	number	NOUN
ajlm-781	86	17	of	of	ADP
ajlm-781	86	18	detected	detect	VERB
ajlm-781	86	19	rather	rather	ADV
ajlm-781	86	20	than	than	ADP
ajlm-781	86	21	estimated	estimated	ADJ
ajlm-781	86	22	cases	case	NOUN
ajlm-781	86	23	.	.	PUNCT
ajlm-781	87	1	another	another	DET
ajlm-781	87	2	important	important	ADJ
ajlm-781	87	3	issue	issue	NOUN
ajlm-781	87	4	with	with	ADP
ajlm-781	87	5	respect	respect	NOUN
ajlm-781	87	6	to	to	ADP
ajlm-781	87	7	laboratories	laboratory	NOUN
ajlm-781	87	8	is	be	AUX
ajlm-781	87	9	quality	quality	NOUN
ajlm-781	87	10	assurance	assurance	NOUN
ajlm-781	87	11	.	.	PUNCT
ajlm-781	88	1	among	among	ADP
ajlm-781	88	2	all	all	DET
ajlm-781	88	3	african	african	ADJ
ajlm-781	88	4	countries	country	NOUN
ajlm-781	88	5	,	,	PUNCT
ajlm-781	88	6	26	26	NUM
ajlm-781	88	7	(	(	PUNCT
ajlm-781	88	8	55	55	NUM
ajlm-781	88	9	%	%	NOUN
ajlm-781	88	10	)	)	PUNCT
ajlm-781	88	11	national	national	ADJ
ajlm-781	88	12	reference	reference	NOUN
ajlm-781	88	13	laboratories	laboratory	NOUN
ajlm-781	88	14	(	(	PUNCT
ajlm-781	88	15	nrls	nrl	NOUN
ajlm-781	88	16	)	)	PUNCT
ajlm-781	88	17	reported	report	VERB
ajlm-781	88	18	having	have	VERB
ajlm-781	88	19	an	an	DET
ajlm-781	88	20	iso	iso	NOUN
ajlm-781	88	21	15189	15189	NUM
ajlm-781	88	22	accreditation	accreditation	NOUN
ajlm-781	88	23	status	status	NOUN
ajlm-781	88	24	.	.	PUNCT
ajlm-781	89	1	although	although	SCONJ
ajlm-781	89	2	this	this	PRON
ajlm-781	89	3	does	do	AUX
ajlm-781	89	4	seem	seem	VERB
ajlm-781	89	5	encouraging	encouraging	ADJ
ajlm-781	89	6	,	,	PUNCT
ajlm-781	89	7	this	this	DET
ajlm-781	89	8	reporting	reporting	NOUN
ajlm-781	89	9	may	may	AUX
ajlm-781	89	10	not	not	PART
ajlm-781	89	11	be	be	AUX
ajlm-781	89	12	a	a	DET
ajlm-781	89	13	true	true	ADJ
ajlm-781	89	14	reflection	reflection	NOUN
ajlm-781	89	15	of	of	ADP
ajlm-781	89	16	the	the	DET
ajlm-781	89	17	situation	situation	NOUN
ajlm-781	89	18	,	,	PUNCT
ajlm-781	89	19	as	as	SCONJ
ajlm-781	89	20	the	the	DET
ajlm-781	89	21	reference	reference	NOUN
ajlm-781	89	22	laboratories	laboratory	NOUN
ajlm-781	89	23	that	that	PRON
ajlm-781	89	24	are	be	AUX
ajlm-781	89	25	formally	formally	ADV
ajlm-781	89	26	recognised	recognise	VERB
ajlm-781	89	27	by	by	ADP
ajlm-781	89	28	slmta18	slmta18	NOUN
ajlm-781	89	29	as	as	ADP
ajlm-781	89	30	being	be	AUX
ajlm-781	89	31	accredited	accredit	VERB
ajlm-781	89	32	based	base	VERB
ajlm-781	89	33	on	on	ADP
ajlm-781	89	34	external	external	ADJ
ajlm-781	89	35	evaluation	evaluation	NOUN
ajlm-781	89	36	are	be	AUX
ajlm-781	89	37	the	the	DET
ajlm-781	89	38	nrls	nrl	NOUN
ajlm-781	89	39	of	of	ADP
ajlm-781	89	40	ethiopia	ethiopia	PROPN
ajlm-781	89	41	,	,	PUNCT
ajlm-781	89	42	mozambique	mozambique	PROPN
ajlm-781	89	43	,	,	PUNCT
ajlm-781	89	44	south	south	PROPN
ajlm-781	89	45	africa	africa	PROPN
ajlm-781	89	46	and	and	CCONJ
ajlm-781	89	47	uganda	uganda	PROPN
ajlm-781	89	48	.	.	PUNCT
ajlm-781	90	1	iso	iso	PROPN
ajlm-781	90	2	15189	15189	NUM
ajlm-781	90	3	accreditation	accreditation	NOUN
ajlm-781	90	4	should	should	AUX
ajlm-781	90	5	be	be	AUX
ajlm-781	90	6	a	a	DET
ajlm-781	90	7	basic	basic	ADJ
ajlm-781	90	8	requirement	requirement	NOUN
ajlm-781	90	9	for	for	ADP
ajlm-781	90	10	this	this	DET
ajlm-781	90	11	level	level	NOUN
ajlm-781	90	12	of	of	ADP
ajlm-781	90	13	laboratory	laboratory	NOUN
ajlm-781	90	14	.	.	PUNCT
ajlm-781	91	1	in	in	ADP
ajlm-781	91	2	the	the	DET
ajlm-781	91	3	absence	absence	NOUN
ajlm-781	91	4	of	of	ADP
ajlm-781	91	5	accreditation	accreditation	NOUN
ajlm-781	91	6	,	,	PUNCT
ajlm-781	91	7	participation	participation	NOUN
ajlm-781	91	8	in	in	ADP
ajlm-781	91	9	external	external	ADJ
ajlm-781	91	10	quality	quality	NOUN
ajlm-781	91	11	assurance	assurance	NOUN
ajlm-781	91	12	programmes	programme	NOUN
ajlm-781	91	13	provides	provide	VERB
ajlm-781	91	14	a	a	DET
ajlm-781	91	15	basic	basic	ADJ
ajlm-781	91	16	measure	measure	NOUN
ajlm-781	91	17	of	of	ADP
ajlm-781	91	18	quality	quality	NOUN
ajlm-781	91	19	evaluation	evaluation	NOUN
ajlm-781	91	20	and	and	CCONJ
ajlm-781	91	21	competence	competence	NOUN
ajlm-781	91	22	while	while	SCONJ
ajlm-781	91	23	countries	country	NOUN
ajlm-781	91	24	progress	progress	VERB
ajlm-781	91	25	towards	towards	ADP
ajlm-781	91	26	accreditation	accreditation	NOUN
ajlm-781	91	27	and	and	CCONJ
ajlm-781	91	28	has	have	AUX
ajlm-781	91	29	been	be	AUX
ajlm-781	91	30	introduced	introduce	VERB
ajlm-781	91	31	for	for	ADP
ajlm-781	91	32	high	high	ADJ
ajlm-781	91	33	burden	burden	NOUN
ajlm-781	91	34	countries	country	NOUN
ajlm-781	91	35	through	through	ADP
ajlm-781	91	36	the	the	DET
ajlm-781	91	37	who	who	PRON
ajlm-781	91	38	.	.	PUNCT
ajlm-781	92	1	apart	apart	ADV
ajlm-781	92	2	from	from	ADP
ajlm-781	92	3	diagnostics	diagnostic	NOUN
ajlm-781	92	4	,	,	PUNCT
ajlm-781	92	5	treatment	treatment	NOUN
ajlm-781	92	6	is	be	AUX
ajlm-781	92	7	an	an	DET
ajlm-781	92	8	essential	essential	ADJ
ajlm-781	92	9	component	component	NOUN
ajlm-781	92	10	of	of	ADP
ajlm-781	92	11	tuberculosis	tuberculosis	NOUN
ajlm-781	92	12	control	control	NOUN
ajlm-781	92	13	as	as	ADV
ajlm-781	92	14	well	well	ADV
ajlm-781	92	15	and	and	CCONJ
ajlm-781	92	16	affects	affect	VERB
ajlm-781	92	17	a	a	DET
ajlm-781	92	18	country	country	NOUN
ajlm-781	92	19	’s	’s	PART
ajlm-781	92	20	ability	ability	NOUN
ajlm-781	92	21	to	to	PART
ajlm-781	92	22	reach	reach	VERB
ajlm-781	92	23	the	the	PRON
ajlm-781	92	24	who	who	PRON
ajlm-781	92	25	end	end	VERB
ajlm-781	92	26	tb	tb	ADP
ajlm-781	92	27	strategy	strategy	NOUN
ajlm-781	92	28	targets	target	NOUN
ajlm-781	92	29	.	.	PUNCT
ajlm-781	93	1	drug	drug	NOUN
ajlm-781	93	2	resistant	resistant	ADJ
ajlm-781	93	3	tuberculosis	tuberculosis	NOUN
ajlm-781	93	4	treatment	treatment	NOUN
ajlm-781	93	5	is	be	AUX
ajlm-781	93	6	often	often	ADV
ajlm-781	93	7	prolonged	prolonged	ADJ
ajlm-781	93	8	and	and	CCONJ
ajlm-781	93	9	uses	use	VERB
ajlm-781	93	10	less	less	ADV
ajlm-781	93	11	effective	effective	ADJ
ajlm-781	93	12	regimens	regimen	NOUN
ajlm-781	93	13	with	with	ADP
ajlm-781	93	14	more	more	ADJ
ajlm-781	93	15	adverse	adverse	ADJ
ajlm-781	93	16	events	event	NOUN
ajlm-781	93	17	compared	compare	VERB
ajlm-781	93	18	to	to	ADP
ajlm-781	93	19	first	first	ADJ
ajlm-781	93	20	-	-	PUNCT
ajlm-781	93	21	line	line	NOUN
ajlm-781	93	22	treatment	treatment	NOUN
ajlm-781	93	23	.	.	PUNCT
ajlm-781	94	1	the	the	DET
ajlm-781	94	2	number	number	NOUN
ajlm-781	94	3	of	of	ADP
ajlm-781	94	4	cases	case	NOUN
ajlm-781	94	5	reported	report	VERB
ajlm-781	94	6	on	on	ADP
ajlm-781	94	7	treatment	treatment	NOUN
ajlm-781	94	8	per	per	ADP
ajlm-781	94	9	country	country	NOUN
ajlm-781	94	10	varies	vary	VERB
ajlm-781	94	11	(	(	PUNCT
ajlm-781	94	12	figure	figure	NOUN
ajlm-781	94	13	1	1	NUM
ajlm-781	94	14	)	)	PUNCT
ajlm-781	94	15	,	,	PUNCT
ajlm-781	94	16	with	with	ADP
ajlm-781	94	17	all	all	PRON
ajlm-781	94	18	but	but	SCONJ
ajlm-781	94	19	one	one	NUM
ajlm-781	94	20	treating	treat	VERB
ajlm-781	94	21	less	less	ADJ
ajlm-781	94	22	than	than	ADP
ajlm-781	94	23	600	600	NUM
ajlm-781	94	24	cases	case	NOUN
ajlm-781	94	25	in	in	ADP
ajlm-781	94	26	a	a	DET
ajlm-781	94	27	year	year	NOUN
ajlm-781	94	28	(	(	PUNCT
ajlm-781	94	29	south	south	PROPN
ajlm-781	94	30	africa	africa	PROPN
ajlm-781	94	31	:	:	PUNCT
ajlm-781	94	32	>	>	X
ajlm-781	94	33	10	10	NUM
ajlm-781	94	34	000	000	NUM
ajlm-781	94	35	)	)	PUNCT
ajlm-781	94	36	.	.	PUNCT
ajlm-781	95	1	the	the	DET
ajlm-781	95	2	treatment	treatment	NOUN
ajlm-781	95	3	success	success	NOUN
ajlm-781	95	4	overall	overall	ADV
ajlm-781	95	5	in	in	ADP
ajlm-781	95	6	africa	africa	PROPN
ajlm-781	95	7	was	be	AUX
ajlm-781	95	8	59	59	NUM
ajlm-781	95	9	%	%	NOUN
ajlm-781	95	10	,	,	PUNCT
ajlm-781	95	11	20	20	NUM
ajlm-781	95	12	%	%	NOUN
ajlm-781	95	13	died	die	VERB
ajlm-781	95	14	and	and	CCONJ
ajlm-781	95	15	16	16	NUM
ajlm-781	95	16	%	%	NOUN
ajlm-781	95	17	were	be	AUX
ajlm-781	95	18	lost	lose	VERB
ajlm-781	95	19	to	to	PART
ajlm-781	95	20	follow	follow	VERB
ajlm-781	95	21	-	-	PUNCT
ajlm-781	95	22	up	up	NOUN
ajlm-781	95	23	(	(	PUNCT
ajlm-781	95	24	appendix	appendix	NOUN
ajlm-781	95	25	1	1	NUM
ajlm-781	95	26	)	)	PUNCT
ajlm-781	95	27	.	.	PUNCT
ajlm-781	96	1	the	the	DET
ajlm-781	96	2	introduction	introduction	NOUN
ajlm-781	96	3	of	of	ADP
ajlm-781	96	4	the	the	DET
ajlm-781	96	5	short	short	ADJ
ajlm-781	96	6	-	-	PUNCT
ajlm-781	96	7	course	course	NOUN
ajlm-781	96	8	regimen	regimen	NOUN
ajlm-781	96	9	is	be	AUX
ajlm-781	96	10	a	a	DET
ajlm-781	96	11	major	major	ADJ
ajlm-781	96	12	improvement	improvement	NOUN
ajlm-781	96	13	and	and	CCONJ
ajlm-781	96	14	,	,	PUNCT
ajlm-781	96	15	in	in	ADP
ajlm-781	96	16	2016	2016	NUM
ajlm-781	96	17	,	,	PUNCT
ajlm-781	96	18	36	36	NUM
ajlm-781	96	19	%	%	NOUN
ajlm-781	96	20	(	(	PUNCT
ajlm-781	96	21	17/47	17/47	NUM
ajlm-781	96	22	)	)	PUNCT
ajlm-781	96	23	of	of	ADP
ajlm-781	96	24	countries	country	NOUN
ajlm-781	96	25	used	use	VERB
ajlm-781	96	26	this	this	DET
ajlm-781	96	27	patient	patient	ADJ
ajlm-781	96	28	friendly	friendly	ADJ
ajlm-781	96	29	regimen	regiman	NOUN
ajlm-781	96	30	(	(	PUNCT
ajlm-781	96	31	figure	figure	NOUN
ajlm-781	96	32	1	1	NUM
ajlm-781	96	33	)	)	PUNCT
ajlm-781	96	34	.	.	PUNCT
ajlm-781	97	1	countries	country	NOUN
ajlm-781	97	2	leading	lead	VERB
ajlm-781	97	3	the	the	DET
ajlm-781	97	4	implementation	implementation	NOUN
ajlm-781	97	5	of	of	ADP
ajlm-781	97	6	this	this	DET
ajlm-781	97	7	regimen	regiman	NOUN
ajlm-781	97	8	were	be	AUX
ajlm-781	97	9	democratic	democratic	ADJ
ajlm-781	97	10	republic	republic	NOUN
ajlm-781	97	11	of	of	ADP
ajlm-781	97	12	congo	congo	PROPN
ajlm-781	97	13	(	(	PUNCT
ajlm-781	97	14	555	555	NUM
ajlm-781	97	15	)	)	PUNCT
ajlm-781	97	16	,	,	PUNCT
ajlm-781	97	17	cote	cote	X
ajlm-781	97	18	d’ivoire	d’ivoire	X
ajlm-781	97	19	(	(	PUNCT
ajlm-781	97	20	349	349	NUM
ajlm-781	97	21	)	)	PUNCT
ajlm-781	97	22	and	and	CCONJ
ajlm-781	97	23	cameroon	cameroon	NOUN
ajlm-781	97	24	(	(	PUNCT
ajlm-781	97	25	135	135	NUM
ajlm-781	97	26	)	)	PUNCT
ajlm-781	97	27	with	with	ADP
ajlm-781	97	28	31	31	NUM
ajlm-781	97	29	%	%	NOUN
ajlm-781	97	30	,	,	PUNCT
ajlm-781	97	31	68	68	NUM
ajlm-781	97	32	%	%	NOUN
ajlm-781	97	33	and	and	CCONJ
ajlm-781	97	34	100	100	NUM
ajlm-781	97	35	%	%	NOUN
ajlm-781	97	36	of	of	ADP
ajlm-781	97	37	rr	rr	PROPN
ajlm-781	97	38	and	and	CCONJ
ajlm-781	97	39	mdr	mdr	PROPN
ajlm-781	98	1	tuberculosis	tuberculosis	NOUN
ajlm-781	98	2	patients	patient	NOUN
ajlm-781	98	3	in	in	ADP
ajlm-781	98	4	these	these	DET
ajlm-781	98	5	countries	country	NOUN
ajlm-781	98	6	,	,	PUNCT
ajlm-781	98	7	respectively	respectively	ADV
ajlm-781	98	8	also	also	ADV
ajlm-781	98	9	having	have	VERB
ajlm-781	98	10	second	second	ADJ
ajlm-781	98	11	-	-	PUNCT
ajlm-781	98	12	line	line	NOUN
ajlm-781	98	13	drug	drug	NOUN
ajlm-781	98	14	susceptibility	susceptibility	NOUN
ajlm-781	98	15	testing	testing	NOUN
ajlm-781	98	16	performed	perform	VERB
ajlm-781	98	17	.	.	PUNCT
ajlm-781	99	1	thus	thus	ADV
ajlm-781	99	2	,	,	PUNCT
ajlm-781	99	3	adoption	adoption	NOUN
ajlm-781	99	4	of	of	ADP
ajlm-781	99	5	the	the	DET
ajlm-781	99	6	short	short	ADJ
ajlm-781	99	7	-	-	PUNCT
ajlm-781	99	8	course	course	NOUN
ajlm-781	99	9	regimen	regimen	NOUN
ajlm-781	99	10	is	be	AUX
ajlm-781	99	11	not	not	PART
ajlm-781	99	12	strictly	strictly	ADV
ajlm-781	99	13	linked	link	VERB
ajlm-781	99	14	to	to	ADP
ajlm-781	99	15	second	second	ADJ
ajlm-781	99	16	-	-	PUNCT
ajlm-781	99	17	line	line	NOUN
ajlm-781	99	18	drug	drug	NOUN
ajlm-781	99	19	susceptibility	susceptibility	NOUN
ajlm-781	99	20	testing	testing	NOUN
ajlm-781	99	21	;	;	PUNCT
ajlm-781	99	22	however	however	ADV
ajlm-781	99	23	,	,	PUNCT
ajlm-781	99	24	in	in	ADP
ajlm-781	99	25	light	light	NOUN
ajlm-781	99	26	of	of	ADP
ajlm-781	99	27	the	the	DET
ajlm-781	99	28	recent	recent	ADJ
ajlm-781	99	29	rapid	rapid	ADJ
ajlm-781	99	30	who	who	PRON
ajlm-781	99	31	guidance	guidance	VERB
ajlm-781	99	32	,	,	PUNCT
ajlm-781	99	33	the	the	DET
ajlm-781	99	34	need	need	NOUN
ajlm-781	99	35	for	for	ADP
ajlm-781	99	36	early	early	ADJ
ajlm-781	99	37	identification	identification	NOUN
ajlm-781	99	38	of	of	ADP
ajlm-781	99	39	fluoroquinolone	fluoroquinolone	NOUN
ajlm-781	99	40	resistance	resistance	NOUN
ajlm-781	99	41	is	be	AUX
ajlm-781	99	42	important	important	ADJ
ajlm-781	99	43	.	.	PUNCT
ajlm-781	100	1	the	the	DET
ajlm-781	100	2	top	top	ADJ
ajlm-781	100	3	three	three	NUM
ajlm-781	100	4	countries	country	NOUN
ajlm-781	100	5	with	with	ADP
ajlm-781	100	6	at	at	ADP
ajlm-781	100	7	least	least	ADV
ajlm-781	100	8	50	50	NUM
ajlm-781	100	9	cases	case	NOUN
ajlm-781	100	10	or	or	CCONJ
ajlm-781	100	11	more	more	ADJ
ajlm-781	100	12	and	and	CCONJ
ajlm-781	100	13	having	have	VERB
ajlm-781	100	14	the	the	DET
ajlm-781	100	15	highest	high	ADJ
ajlm-781	100	16	treatment	treatment	NOUN
ajlm-781	100	17	success	success	NOUN
ajlm-781	100	18	were	be	AUX
ajlm-781	100	19	countries	country	NOUN
ajlm-781	100	20	implementing	implement	VERB
ajlm-781	100	21	the	the	DET
ajlm-781	100	22	short	short	ADJ
ajlm-781	100	23	-	-	PUNCT
ajlm-781	100	24	course	course	NOUN
ajlm-781	100	25	regimen	regiman	NOUN
ajlm-781	100	26	:	:	PUNCT
ajlm-781	100	27	burundi	burundi	PROPN
ajlm-781	100	28	(	(	PUNCT
ajlm-781	100	29	90	90	NUM
ajlm-781	100	30	%	%	NOUN
ajlm-781	100	31	)	)	PUNCT
ajlm-781	100	32	,	,	PUNCT
ajlm-781	100	33	rwanda	rwanda	PROPN
ajlm-781	100	34	(	(	PUNCT
ajlm-781	100	35	88	88	NUM
ajlm-781	100	36	%	%	NOUN
ajlm-781	100	37	)	)	PUNCT
ajlm-781	100	38	and	and	CCONJ
ajlm-781	100	39	cote	cote	PROPN
ajlm-781	100	40	d’ivoire	d’ivoire	NOUN
ajlm-781	100	41	(	(	PUNCT
ajlm-781	100	42	85	85	NUM
ajlm-781	100	43	%	%	NOUN
ajlm-781	100	44	)	)	PUNCT
ajlm-781	100	45	.	.	PUNCT
ajlm-781	101	1	bedaquiline	bedaquiline	NOUN
ajlm-781	101	2	is	be	AUX
ajlm-781	101	3	a	a	DET
ajlm-781	101	4	new	new	ADJ
ajlm-781	101	5	and	and	CCONJ
ajlm-781	101	6	welcome	welcome	ADJ
ajlm-781	101	7	addition	addition	NOUN
ajlm-781	101	8	to	to	ADP
ajlm-781	101	9	drug	drug	NOUN
ajlm-781	101	10	resistant	resistant	ADJ
ajlm-781	101	11	tuberculosis	tuberculosis	NOUN
ajlm-781	101	12	management	management	NOUN
ajlm-781	101	13	and	and	CCONJ
ajlm-781	101	14	is	be	AUX
ajlm-781	101	15	reported	report	VERB
ajlm-781	101	16	to	to	PART
ajlm-781	101	17	be	be	AUX
ajlm-781	101	18	highly	highly	ADV
ajlm-781	101	19	effective.19,20	effective.19,20	ADJ
ajlm-781	101	20	it	it	PRON
ajlm-781	101	21	is	be	AUX
ajlm-781	101	22	currently	currently	ADV
ajlm-781	101	23	being	be	AUX
ajlm-781	101	24	used	use	VERB
ajlm-781	101	25	in	in	ADP
ajlm-781	101	26	11	11	NUM
ajlm-781	101	27	african	african	ADJ
ajlm-781	101	28	countries	country	NOUN
ajlm-781	101	29	as	as	ADV
ajlm-781	101	30	well	well	ADV
ajlm-781	101	31	as	as	ADP
ajlm-781	101	32	in	in	ADP
ajlm-781	101	33	south	south	PROPN
ajlm-781	101	34	africa	africa	PROPN
ajlm-781	101	35	where	where	SCONJ
ajlm-781	101	36	its	its	PRON
ajlm-781	101	37	use	use	NOUN
ajlm-781	101	38	is	be	AUX
ajlm-781	101	39	on	on	ADP
ajlm-781	101	40	a	a	DET
ajlm-781	101	41	large	large	ADJ
ajlm-781	101	42	scale	scale	NOUN
ajlm-781	101	43	(	(	PUNCT
ajlm-781	101	44	figure	figure	NOUN
ajlm-781	101	45	1	1	NUM
ajlm-781	101	46	)	)	PUNCT
ajlm-781	101	47	.	.	PUNCT
ajlm-781	102	1	this	this	DET
ajlm-781	102	2	new	new	ADJ
ajlm-781	102	3	agent	agent	NOUN
ajlm-781	102	4	also	also	ADV
ajlm-781	102	5	offers	offer	VERB
ajlm-781	102	6	a	a	DET
ajlm-781	102	7	potential	potential	NOUN
ajlm-781	102	8	for	for	ADP
ajlm-781	102	9	scale	scale	NOUN
ajlm-781	102	10	-	-	PUNCT
ajlm-781	102	11	up	up	NOUN
ajlm-781	102	12	in	in	ADP
ajlm-781	102	13	addressing	address	VERB
ajlm-781	102	14	poor	poor	ADJ
ajlm-781	102	15	treatment	treatment	NOUN
ajlm-781	102	16	outcomes	outcome	NOUN
ajlm-781	102	17	for	for	ADP
ajlm-781	102	18	drug	drug	NOUN
ajlm-781	102	19	resistant	resistant	ADJ
ajlm-781	102	20	tuberculosis	tuberculosis	NOUN
ajlm-781	102	21	.	.	PUNCT
ajlm-781	103	1	towards	towards	ADP
ajlm-781	103	2	ending	end	VERB
ajlm-781	103	3	drug	drug	NOUN
ajlm-781	103	4	resistant	resistant	ADJ
ajlm-781	103	5	tuberculosis	tuberculosis	NOUN
ajlm-781	103	6	in	in	ADP
ajlm-781	103	7	africa	africa	PROPN
ajlm-781	103	8	drug	drug	NOUN
ajlm-781	103	9	resistant	resistant	ADJ
ajlm-781	103	10	tuberculosis	tuberculosis	NOUN
ajlm-781	103	11	poses	pose	VERB
ajlm-781	103	12	a	a	DET
ajlm-781	103	13	major	major	ADJ
ajlm-781	103	14	hurdle	hurdle	NOUN
ajlm-781	103	15	to	to	ADP
ajlm-781	103	16	achieving	achieve	VERB
ajlm-781	103	17	the	the	PRON
ajlm-781	103	18	who	who	PRON
ajlm-781	103	19	end	end	VERB
ajlm-781	103	20	tb	tb	ADP
ajlm-781	103	21	strategy	strategy	NOUN
ajlm-781	103	22	targets	target	NOUN
ajlm-781	103	23	.	.	PUNCT
ajlm-781	104	1	acting	act	VERB
ajlm-781	104	2	early	early	ADV
ajlm-781	104	3	and	and	CCONJ
ajlm-781	104	4	decisively	decisively	ADV
ajlm-781	104	5	will	will	AUX
ajlm-781	104	6	be	be	AUX
ajlm-781	104	7	a	a	DET
ajlm-781	104	8	determining	determine	VERB
ajlm-781	104	9	factor	factor	NOUN
ajlm-781	104	10	in	in	ADP
ajlm-781	104	11	either	either	CCONJ
ajlm-781	104	12	future	future	ADJ
ajlm-781	104	13	success	success	NOUN
ajlm-781	104	14	or	or	CCONJ
ajlm-781	104	15	failure	failure	NOUN
ajlm-781	104	16	.	.	PUNCT
ajlm-781	105	1	encouragingly	encouragingly	ADV
ajlm-781	105	2	,	,	PUNCT
ajlm-781	105	3	the	the	DET
ajlm-781	105	4	past	past	ADJ
ajlm-781	105	5	5	5	NUM
ajlm-781	105	6	years	year	NOUN
ajlm-781	105	7	have	have	AUX
ajlm-781	105	8	seen	see	VERB
ajlm-781	105	9	new	new	ADJ
ajlm-781	105	10	diagnostic	diagnostic	ADJ
ajlm-781	105	11	technologies	technology	NOUN
ajlm-781	105	12	and	and	CCONJ
ajlm-781	105	13	treatment	treatment	NOUN
ajlm-781	105	14	options	option	NOUN
ajlm-781	105	15	become	become	VERB
ajlm-781	105	16	available	available	ADJ
ajlm-781	105	17	,	,	PUNCT
ajlm-781	105	18	as	as	ADV
ajlm-781	105	19	well	well	ADV
ajlm-781	105	20	as	as	ADP
ajlm-781	105	21	strong	strong	ADJ
ajlm-781	105	22	global	global	ADJ
ajlm-781	105	23	political	political	ADJ
ajlm-781	105	24	commitment	commitment	NOUN
ajlm-781	105	25	to	to	PART
ajlm-781	105	26	end	end	VERB
ajlm-781	105	27	tuberculosis	tuberculosis	NOUN
ajlm-781	105	28	.	.	PUNCT
ajlm-781	106	1	despite	despite	SCONJ
ajlm-781	106	2	the	the	DET
ajlm-781	106	3	obstacles	obstacle	NOUN
ajlm-781	106	4	threatening	threaten	VERB
ajlm-781	106	5	the	the	DET
ajlm-781	106	6	realisation	realisation	NOUN
ajlm-781	106	7	of	of	ADP
ajlm-781	106	8	the	the	PRON
ajlm-781	106	9	who	who	PRON
ajlm-781	106	10	end	end	VERB
ajlm-781	106	11	tb	tb	ADP
ajlm-781	106	12	strategy	strategy	NOUN
ajlm-781	106	13	targets	target	NOUN
ajlm-781	106	14	in	in	ADP
ajlm-781	106	15	africa	africa	PROPN
ajlm-781	106	16	,	,	PUNCT
ajlm-781	106	17	there	there	PRON
ajlm-781	106	18	are	be	VERB
ajlm-781	106	19	equally	equally	ADV
ajlm-781	106	20	effective	effective	ADJ
ajlm-781	106	21	tools	tool	NOUN
ajlm-781	106	22	available	available	ADJ
ajlm-781	106	23	for	for	ADP
ajlm-781	106	24	achieving	achieve	VERB
ajlm-781	106	25	success	success	NOUN
ajlm-781	106	26	.	.	PUNCT
ajlm-781	107	1	primary	primary	ADJ
ajlm-781	107	2	among	among	ADP
ajlm-781	107	3	the	the	DET
ajlm-781	107	4	urgent	urgent	ADJ
ajlm-781	107	5	needs	need	NOUN
ajlm-781	107	6	is	be	AUX
ajlm-781	107	7	a	a	DET
ajlm-781	107	8	clear	clear	ADJ
ajlm-781	107	9	understanding	understanding	NOUN
ajlm-781	107	10	of	of	ADP
ajlm-781	107	11	the	the	DET
ajlm-781	107	12	burden	burden	NOUN
ajlm-781	107	13	of	of	ADP
ajlm-781	107	14	tuberculosis	tuberculosis	NOUN
ajlm-781	107	15	and	and	CCONJ
ajlm-781	107	16	drug	drug	NOUN
ajlm-781	107	17	resistant	resistant	ADJ
ajlm-781	107	18	tuberculosis	tuberculosis	NOUN
ajlm-781	107	19	,	,	PUNCT
ajlm-781	107	20	which	which	PRON
ajlm-781	107	21	will	will	AUX
ajlm-781	107	22	greatly	greatly	ADV
ajlm-781	107	23	impact	impact	VERB
ajlm-781	107	24	planning	planning	NOUN
ajlm-781	107	25	and	and	CCONJ
ajlm-781	107	26	efficient	efficient	ADJ
ajlm-781	107	27	resource	resource	NOUN
ajlm-781	107	28	allocation	allocation	NOUN
ajlm-781	107	29	,	,	PUNCT
ajlm-781	107	30	a	a	DET
ajlm-781	107	31	key	key	ADJ
ajlm-781	107	32	issue	issue	NOUN
ajlm-781	107	33	in	in	ADP
ajlm-781	107	34	resource	resource	NOUN
ajlm-781	107	35	-	-	PUNCT
ajlm-781	107	36	constrained	constrain	VERB
ajlm-781	107	37	environments	environment	NOUN
ajlm-781	107	38	.	.	PUNCT
ajlm-781	108	1	progress	progress	NOUN
ajlm-781	108	2	has	have	AUX
ajlm-781	108	3	been	be	AUX
ajlm-781	108	4	made	make	VERB
ajlm-781	108	5	with	with	ADP
ajlm-781	108	6	just	just	ADV
ajlm-781	108	7	over	over	ADP
ajlm-781	108	8	half	half	NOUN
ajlm-781	108	9	of	of	ADP
ajlm-781	108	10	the	the	DET
ajlm-781	108	11	countries	country	NOUN
ajlm-781	108	12	ever	ever	ADV
ajlm-781	108	13	having	having	AUX
ajlm-781	108	14	completed	complete	VERB
ajlm-781	108	15	a	a	DET
ajlm-781	108	16	survey	survey	NOUN
ajlm-781	108	17	.	.	PUNCT
ajlm-781	109	1	however	however	ADV
ajlm-781	109	2	,	,	PUNCT
ajlm-781	109	3	there	there	PRON
ajlm-781	109	4	are	be	VERB
ajlm-781	109	5	still	still	ADV
ajlm-781	109	6	large	large	ADJ
ajlm-781	109	7	gaps	gap	NOUN
ajlm-781	109	8	in	in	ADP
ajlm-781	109	9	the	the	DET
ajlm-781	109	10	data	datum	NOUN
ajlm-781	109	11	available	available	ADJ
ajlm-781	109	12	and	and	CCONJ
ajlm-781	109	13	these	these	PRON
ajlm-781	109	14	need	need	VERB
ajlm-781	109	15	to	to	PART
ajlm-781	109	16	be	be	AUX
ajlm-781	109	17	urgently	urgently	ADV
ajlm-781	109	18	addressed	address	VERB
ajlm-781	109	19	.	.	PUNCT
ajlm-781	110	1	furthermore	furthermore	ADV
ajlm-781	110	2	,	,	PUNCT
ajlm-781	110	3	in	in	ADP
ajlm-781	110	4	order	order	NOUN
ajlm-781	110	5	to	to	PART
ajlm-781	110	6	assess	assess	VERB
ajlm-781	110	7	progress	progress	NOUN
ajlm-781	110	8	and	and	CCONJ
ajlm-781	110	9	respond	respond	VERB
ajlm-781	110	10	appropriately	appropriately	ADV
ajlm-781	110	11	,	,	PUNCT
ajlm-781	110	12	trend	trend	NOUN
ajlm-781	110	13	data	datum	NOUN
ajlm-781	110	14	is	be	AUX
ajlm-781	110	15	essential	essential	ADJ
ajlm-781	110	16	.	.	PUNCT
ajlm-781	111	1	the	the	DET
ajlm-781	111	2	use	use	NOUN
ajlm-781	111	3	of	of	ADP
ajlm-781	111	4	routine	routine	ADJ
ajlm-781	111	5	data	datum	NOUN
ajlm-781	111	6	reported	report	VERB
ajlm-781	111	7	to	to	ADP
ajlm-781	111	8	the	the	PRON
ajlm-781	111	9	who	who	PRON
ajlm-781	111	10	has	have	AUX
ajlm-781	111	11	added	add	VERB
ajlm-781	111	12	benefits	benefit	NOUN
ajlm-781	111	13	,	,	PUNCT
ajlm-781	111	14	but	but	CCONJ
ajlm-781	111	15	concerns	concern	NOUN
ajlm-781	111	16	about	about	ADP
ajlm-781	111	17	accuracy	accuracy	NOUN
ajlm-781	111	18	and	and	CCONJ
ajlm-781	111	19	completeness	completeness	NOUN
ajlm-781	111	20	result	result	VERB
ajlm-781	111	21	in	in	ADP
ajlm-781	111	22	this	this	DET
ajlm-781	111	23	information	information	NOUN
ajlm-781	111	24	being	be	AUX
ajlm-781	111	25	treated	treat	VERB
ajlm-781	111	26	with	with	ADP
ajlm-781	111	27	circumspection	circumspection	NOUN
ajlm-781	111	28	.	.	PUNCT
ajlm-781	112	1	modelled	model	VERB
ajlm-781	112	2	estimates	estimate	NOUN
ajlm-781	112	3	using	use	VERB
ajlm-781	112	4	this	this	DET
ajlm-781	112	5	routine	routine	ADJ
ajlm-781	112	6	data	datum	NOUN
ajlm-781	112	7	would	would	AUX
ajlm-781	112	8	also	also	ADV
ajlm-781	112	9	be	be	AUX
ajlm-781	112	10	impacted	impact	VERB
ajlm-781	112	11	as	as	ADP
ajlm-781	112	12	a	a	DET
ajlm-781	112	13	consequence	consequence	NOUN
ajlm-781	112	14	.	.	PUNCT
ajlm-781	113	1	an	an	DET
ajlm-781	113	2	alternative	alternative	ADJ
ajlm-781	113	3	approach	approach	NOUN
ajlm-781	113	4	to	to	PART
ajlm-781	113	5	address	address	VERB
ajlm-781	113	6	gaps	gap	NOUN
ajlm-781	113	7	is	be	AUX
ajlm-781	113	8	the	the	DET
ajlm-781	113	9	use	use	NOUN
ajlm-781	113	10	of	of	ADP
ajlm-781	113	11	sentinel	sentinel	ADJ
ajlm-781	113	12	surveillance	surveillance	NOUN
ajlm-781	113	13	for	for	ADP
ajlm-781	113	14	tracking	track	VERB
ajlm-781	113	15	annual	annual	ADJ
ajlm-781	113	16	trends	trend	NOUN
ajlm-781	113	17	in	in	ADP
ajlm-781	113	18	strategically	strategically	ADV
ajlm-781	113	19	selected	select	VERB
ajlm-781	113	20	sites	site	NOUN
ajlm-781	113	21	.	.	PUNCT
ajlm-781	114	1	this	this	PRON
ajlm-781	114	2	is	be	AUX
ajlm-781	114	3	a	a	DET
ajlm-781	114	4	potential	potential	ADJ
ajlm-781	114	5	hybrid	hybrid	ADJ
ajlm-781	114	6	solution	solution	NOUN
ajlm-781	114	7	,	,	PUNCT
ajlm-781	114	8	which	which	PRON
ajlm-781	114	9	is	be	AUX
ajlm-781	114	10	being	be	AUX
ajlm-781	114	11	considered	consider	VERB
ajlm-781	114	12	by	by	ADP
ajlm-781	114	13	the	the	DET
ajlm-781	114	14	hiv	hiv	PROPN
ajlm-781	114	15	programme.21	programme.21	PROPN
ajlm-781	114	16	such	such	DET
ajlm-781	114	17	a	a	DET
ajlm-781	114	18	system	system	NOUN
ajlm-781	114	19	has	have	AUX
ajlm-781	114	20	been	be	AUX
ajlm-781	114	21	used	use	VERB
ajlm-781	114	22	in	in	ADP
ajlm-781	114	23	south	south	PROPN
ajlm-781	114	24	africa	africa	PROPN
ajlm-781	114	25	for	for	ADP
ajlm-781	114	26	tuberculosis	tuberculosis	NOUN
ajlm-781	114	27	,	,	PUNCT
ajlm-781	114	28	and	and	CCONJ
ajlm-781	114	29	unpublished	unpublished	ADJ
ajlm-781	114	30	data	datum	NOUN
ajlm-781	114	31	do	do	AUX
ajlm-781	114	32	support	support	VERB
ajlm-781	114	33	the	the	DET
ajlm-781	114	34	value	value	NOUN
ajlm-781	114	35	of	of	ADP
ajlm-781	114	36	such	such	DET
ajlm-781	114	37	an	an	DET
ajlm-781	114	38	approach	approach	NOUN
ajlm-781	114	39	.	.	PUNCT
ajlm-781	115	1	this	this	DET
ajlm-781	115	2	approach	approach	NOUN
ajlm-781	115	3	can	can	AUX
ajlm-781	115	4	be	be	AUX
ajlm-781	115	5	achieved	achieve	VERB
ajlm-781	115	6	with	with	ADP
ajlm-781	115	7	far	far	ADV
ajlm-781	115	8	fewer	few	ADJ
ajlm-781	115	9	resources	resource	NOUN
ajlm-781	115	10	and	and	CCONJ
ajlm-781	115	11	has	have	VERB
ajlm-781	115	12	the	the	DET
ajlm-781	115	13	potential	potential	NOUN
ajlm-781	115	14	to	to	PART
ajlm-781	115	15	strengthen	strengthen	VERB
ajlm-781	115	16	existing	exist	VERB
ajlm-781	115	17	routine	routine	ADJ
ajlm-781	115	18	systems	system	NOUN
ajlm-781	115	19	and	and	CCONJ
ajlm-781	115	20	serve	serve	VERB
ajlm-781	115	21	as	as	ADP
ajlm-781	115	22	a	a	DET
ajlm-781	115	23	starting	starting	NOUN
ajlm-781	115	24	point	point	NOUN
ajlm-781	115	25	for	for	ADP
ajlm-781	115	26	replication	replication	NOUN
ajlm-781	115	27	of	of	ADP
ajlm-781	115	28	developed	develop	VERB
ajlm-781	115	29	sites	site	NOUN
ajlm-781	115	30	in	in	ADP
ajlm-781	115	31	other	other	ADJ
ajlm-781	115	32	areas	area	NOUN
ajlm-781	115	33	.	.	PUNCT
ajlm-781	116	1	ensuring	ensure	VERB
ajlm-781	116	2	routine	routine	ADJ
ajlm-781	116	3	standardised	standardised	ADJ
ajlm-781	116	4	algorithms	algorithm	NOUN
ajlm-781	116	5	detecting	detect	VERB
ajlm-781	116	6	rifampicin	rifampicin	VERB
ajlm-781	116	7	and	and	CCONJ
ajlm-781	116	8	second	second	ADJ
ajlm-781	116	9	-	-	PUNCT
ajlm-781	116	10	line	line	NOUN
ajlm-781	116	11	resistance	resistance	NOUN
ajlm-781	116	12	is	be	AUX
ajlm-781	116	13	the	the	DET
ajlm-781	116	14	ideal	ideal	NOUN
ajlm-781	116	15	and	and	CCONJ
ajlm-781	116	16	should	should	AUX
ajlm-781	116	17	be	be	AUX
ajlm-781	116	18	facilitated	facilitate	VERB
ajlm-781	116	19	in	in	ADP
ajlm-781	116	20	the	the	DET
ajlm-781	116	21	era	era	NOUN
ajlm-781	116	22	of	of	ADP
ajlm-781	116	23	the	the	DET
ajlm-781	116	24	xpert	xpert	PROPN
ajlm-781	116	25	mtb	mtb	PROPN
ajlm-781	116	26	/	/	SYM
ajlm-781	116	27	rif	rif	PROPN
ajlm-781	116	28	and	and	CCONJ
ajlm-781	116	29	genotype	genotype	NOUN
ajlm-781	116	30	mtbdrsl	mtbdrsl	NOUN
ajlm-781	116	31	.	.	PUNCT
ajlm-781	117	1	a	a	DET
ajlm-781	117	2	few	few	ADJ
ajlm-781	117	3	countries	country	NOUN
ajlm-781	117	4	have	have	AUX
ajlm-781	117	5	shown	show	VERB
ajlm-781	117	6	high	high	ADJ
ajlm-781	117	7	uptake	uptake	NOUN
ajlm-781	117	8	of	of	ADP
ajlm-781	117	9	rapid	rapid	ADJ
ajlm-781	117	10	diagnostic	diagnostic	ADJ
ajlm-781	117	11	tools	tool	NOUN
ajlm-781	117	12	for	for	ADP
ajlm-781	117	13	early	early	ADJ
ajlm-781	117	14	rifampicin	rifampicin	VERB
ajlm-781	117	15	and	and	CCONJ
ajlm-781	117	16	second	second	ADJ
ajlm-781	117	17	-	-	PUNCT
ajlm-781	117	18	line	line	NOUN
ajlm-781	117	19	resistance	resistance	NOUN
ajlm-781	117	20	detection	detection	NOUN
ajlm-781	117	21	.	.	PUNCT
ajlm-781	118	1	these	these	DET
ajlm-781	118	2	efforts	effort	NOUN
ajlm-781	118	3	should	should	AUX
ajlm-781	118	4	be	be	AUX
ajlm-781	118	5	standardised	standardise	VERB
ajlm-781	118	6	to	to	PART
ajlm-781	118	7	ensure	ensure	VERB
ajlm-781	118	8	data	datum	NOUN
ajlm-781	118	9	comparisons	comparison	NOUN
ajlm-781	118	10	between	between	ADP
ajlm-781	118	11	countries	country	NOUN
ajlm-781	118	12	and	and	CCONJ
ajlm-781	118	13	regions	region	NOUN
ajlm-781	118	14	of	of	ADP
ajlm-781	118	15	africa	africa	PROPN
ajlm-781	118	16	.	.	PUNCT
ajlm-781	119	1	another	another	DET
ajlm-781	119	2	key	key	ADJ
ajlm-781	119	3	concern	concern	NOUN
ajlm-781	119	4	is	be	AUX
ajlm-781	119	5	missing	miss	VERB
ajlm-781	119	6	cases	case	NOUN
ajlm-781	119	7	,	,	PUNCT
ajlm-781	119	8	which	which	PRON
ajlm-781	119	9	are	be	AUX
ajlm-781	119	10	estimated	estimate	VERB
ajlm-781	119	11	to	to	PART
ajlm-781	119	12	be	be	AUX
ajlm-781	119	13	equal	equal	ADJ
ajlm-781	119	14	to	to	ADP
ajlm-781	119	15	or	or	CCONJ
ajlm-781	119	16	greater	great	ADJ
ajlm-781	119	17	than	than	ADP
ajlm-781	119	18	the	the	DET
ajlm-781	119	19	notified	notify	VERB
ajlm-781	119	20	burden	burden	NOUN
ajlm-781	119	21	.	.	PUNCT
ajlm-781	120	1	although	although	SCONJ
ajlm-781	120	2	the	the	DET
ajlm-781	120	3	numbers	number	NOUN
ajlm-781	120	4	are	be	AUX
ajlm-781	120	5	staggering	staggering	ADJ
ajlm-781	120	6	,	,	PUNCT
ajlm-781	120	7	modifying	modify	VERB
ajlm-781	120	8	current	current	ADJ
ajlm-781	120	9	diagnostic	diagnostic	ADJ
ajlm-781	120	10	algorithms	algorithm	NOUN
ajlm-781	120	11	to	to	PART
ajlm-781	120	12	adopt	adopt	VERB
ajlm-781	120	13	new	new	ADJ
ajlm-781	120	14	technologies	technology	NOUN
ajlm-781	120	15	could	could	AUX
ajlm-781	120	16	dramatically	dramatically	ADV
ajlm-781	120	17	reduce	reduce	VERB
ajlm-781	120	18	this	this	DET
ajlm-781	120	19	gap	gap	NOUN
ajlm-781	120	20	in	in	ADP
ajlm-781	120	21	a	a	DET
ajlm-781	120	22	short	short	ADJ
ajlm-781	120	23	period	period	NOUN
ajlm-781	120	24	of	of	ADP
ajlm-781	120	25	time	time	NOUN
ajlm-781	120	26	and	and	CCONJ
ajlm-781	120	27	can	can	AUX
ajlm-781	120	28	be	be	AUX
ajlm-781	120	29	seen	see	VERB
ajlm-781	120	30	in	in	ADP
ajlm-781	120	31	some	some	DET
ajlm-781	120	32	countries	country	NOUN
ajlm-781	120	33	already	already	ADV
ajlm-781	120	34	.	.	PUNCT
ajlm-781	121	1	the	the	DET
ajlm-781	121	2	utilisation	utilisation	NOUN
ajlm-781	121	3	of	of	ADP
ajlm-781	121	4	the	the	DET
ajlm-781	121	5	xpert	xpert	PROPN
ajlm-781	121	6	mtb	mtb	PROPN
ajlm-781	121	7	/	/	SYM
ajlm-781	121	8	rif	rif	PROPN
ajlm-781	121	9	has	have	AUX
ajlm-781	121	10	been	be	AUX
ajlm-781	121	11	lacklustre	lacklustre	ADJ
ajlm-781	121	12	on	on	ADP
ajlm-781	121	13	the	the	DET
ajlm-781	121	14	continent	continent	NOUN
ajlm-781	121	15	,	,	PUNCT
ajlm-781	121	16	with	with	ADP
ajlm-781	121	17	many	many	ADJ
ajlm-781	121	18	countries	country	NOUN
ajlm-781	121	19	limiting	limit	VERB
ajlm-781	121	20	its	its	PRON
ajlm-781	121	21	use	use	NOUN
ajlm-781	121	22	to	to	ADP
ajlm-781	121	23	selected	select	VERB
ajlm-781	121	24	cases	case	NOUN
ajlm-781	121	25	and	and	CCONJ
ajlm-781	121	26	thus	thus	ADV
ajlm-781	121	27	diminishing	diminish	VERB
ajlm-781	121	28	the	the	DET
ajlm-781	121	29	impact	impact	NOUN
ajlm-781	121	30	of	of	ADP
ajlm-781	121	31	this	this	DET
ajlm-781	121	32	critical	critical	ADJ
ajlm-781	121	33	molecular	molecular	ADJ
ajlm-781	121	34	diagnostic	diagnostic	ADJ
ajlm-781	121	35	platform	platform	NOUN
ajlm-781	121	36	.	.	PUNCT
ajlm-781	122	1	this	this	PRON
ajlm-781	122	2	not	not	PART
ajlm-781	122	3	only	only	ADV
ajlm-781	122	4	reduces	reduce	VERB
ajlm-781	122	5	the	the	DET
ajlm-781	122	6	detection	detection	NOUN
ajlm-781	122	7	of	of	ADP
ajlm-781	122	8	tuberculosis	tuberculosis	NOUN
ajlm-781	122	9	by	by	ADP
ajlm-781	122	10	approximately	approximately	ADV
ajlm-781	122	11	10	10	NUM
ajlm-781	122	12	%	%	NOUN
ajlm-781	122	13	–	–	PUNCT
ajlm-781	122	14	20%,22	20%,22	NUM
ajlm-781	122	15	but	but	CCONJ
ajlm-781	122	16	also	also	ADV
ajlm-781	122	17	means	mean	VERB
ajlm-781	122	18	that	that	SCONJ
ajlm-781	122	19	by	by	ADP
ajlm-781	122	20	design	design	NOUN
ajlm-781	122	21	,	,	PUNCT
ajlm-781	122	22	rifampicin	rifampicin	VERB
ajlm-781	122	23	resistance	resistance	NOUN
ajlm-781	122	24	is	be	AUX
ajlm-781	122	25	missed	miss	VERB
ajlm-781	122	26	almost	almost	ADV
ajlm-781	122	27	completely	completely	ADV
ajlm-781	122	28	in	in	ADP
ajlm-781	122	29	the	the	DET
ajlm-781	122	30	vast	vast	ADJ
ajlm-781	122	31	majority	majority	NOUN
ajlm-781	122	32	of	of	ADP
ajlm-781	122	33	tuberculosis	tuberculosis	NOUN
ajlm-781	122	34	cases	case	NOUN
ajlm-781	122	35	.	.	PUNCT
ajlm-781	123	1	it	it	PRON
ajlm-781	123	2	should	should	AUX
ajlm-781	123	3	be	be	AUX
ajlm-781	123	4	noted	note	VERB
ajlm-781	123	5	that	that	SCONJ
ajlm-781	123	6	although	although	SCONJ
ajlm-781	123	7	the	the	DET
ajlm-781	123	8	prevalence	prevalence	NOUN
ajlm-781	123	9	of	of	ADP
ajlm-781	123	10	drug	drug	NOUN
ajlm-781	123	11	resistant	resistant	ADJ
ajlm-781	123	12	tuberculosis	tuberculosis	NOUN
ajlm-781	123	13	is	be	AUX
ajlm-781	123	14	higher	high	ADJ
ajlm-781	123	15	in	in	ADP
ajlm-781	123	16	previously	previously	ADV
ajlm-781	123	17	treated	treat	VERB
ajlm-781	123	18	cases	case	NOUN
ajlm-781	123	19	compared	compare	VERB
ajlm-781	123	20	to	to	ADP
ajlm-781	123	21	new	new	ADJ
ajlm-781	123	22	cases	case	NOUN
ajlm-781	123	23	,	,	PUNCT
ajlm-781	123	24	the	the	DET
ajlm-781	123	25	absolute	absolute	ADJ
ajlm-781	123	26	number	number	NOUN
ajlm-781	123	27	of	of	ADP
ajlm-781	123	28	drug	drug	NOUN
ajlm-781	123	29	resistant	resistant	ADJ
ajlm-781	123	30	tuberculosis	tuberculosis	NOUN
ajlm-781	123	31	patients	patient	NOUN
ajlm-781	123	32	among	among	ADP
ajlm-781	123	33	previously	previously	ADV
ajlm-781	123	34	treated	treat	VERB
ajlm-781	123	35	cases	case	NOUN
ajlm-781	123	36	is	be	AUX
ajlm-781	123	37	far	far	ADV
ajlm-781	123	38	lower	low	ADJ
ajlm-781	123	39	than	than	ADP
ajlm-781	123	40	the	the	DET
ajlm-781	123	41	numbers	number	NOUN
ajlm-781	123	42	in	in	ADP
ajlm-781	123	43	new	new	ADJ
ajlm-781	123	44	tuberculosis	tuberculosis	NOUN
ajlm-781	123	45	cases	case	NOUN
ajlm-781	123	46	.	.	PUNCT
ajlm-781	124	1	for	for	ADP
ajlm-781	124	2	the	the	DET
ajlm-781	124	3	2015	2015	NUM
ajlm-781	124	4	cohort	cohort	NOUN
ajlm-781	124	5	,	,	PUNCT
ajlm-781	124	6	1	1	NUM
ajlm-781	124	7	200	200	NUM
ajlm-781	124	8	078	078	NUM
ajlm-781	124	9	new	new	ADJ
ajlm-781	124	10	and	and	CCONJ
ajlm-781	124	11	relapsed	relapse	VERB
ajlm-781	124	12	drug	drug	NOUN
ajlm-781	124	13	resistant	resistant	ADJ
ajlm-781	124	14	tuberculosis	tuberculosis	NOUN
ajlm-781	124	15	cases	case	NOUN
ajlm-781	124	16	were	be	AUX
ajlm-781	124	17	notified	notify	VERB
ajlm-781	124	18	,	,	PUNCT
ajlm-781	124	19	of	of	ADP
ajlm-781	124	20	which	which	PRON
ajlm-781	124	21	only	only	ADV
ajlm-781	124	22	38	38	NUM
ajlm-781	124	23	059	059	NUM
ajlm-781	124	24	were	be	AUX
ajlm-781	124	25	previously	previously	ADV
ajlm-781	124	26	treated	treat	VERB
ajlm-781	124	27	cases.3	cases.3	PROPN
ajlm-781	124	28	the	the	DET
ajlm-781	124	29	net	net	ADJ
ajlm-781	124	30	effect	effect	NOUN
ajlm-781	124	31	is	be	AUX
ajlm-781	124	32	a	a	DET
ajlm-781	124	33	similar	similar	ADJ
ajlm-781	124	34	burden	burden	NOUN
ajlm-781	124	35	in	in	ADP
ajlm-781	124	36	absolute	absolute	ADJ
ajlm-781	124	37	numbers	number	NOUN
ajlm-781	124	38	of	of	ADP
ajlm-781	124	39	drug	drug	NOUN
ajlm-781	124	40	resistant	resistant	ADJ
ajlm-781	124	41	tuberculosis	tuberculosis	NOUN
ajlm-781	124	42	between	between	ADP
ajlm-781	124	43	new	new	ADJ
ajlm-781	124	44	and	and	CCONJ
ajlm-781	124	45	previously	previously	ADV
ajlm-781	124	46	treated	treat	VERB
ajlm-781	124	47	cases	case	NOUN
ajlm-781	124	48	.	.	PUNCT
ajlm-781	125	1	this	this	PRON
ajlm-781	125	2	is	be	AUX
ajlm-781	125	3	because	because	SCONJ
ajlm-781	125	4	previously	previously	ADV
ajlm-781	125	5	treated	treat	VERB
ajlm-781	125	6	cases	case	NOUN
ajlm-781	125	7	,	,	PUNCT
ajlm-781	125	8	despite	despite	SCONJ
ajlm-781	125	9	having	have	VERB
ajlm-781	125	10	a	a	DET
ajlm-781	125	11	much	much	ADV
ajlm-781	125	12	higher	high	ADJ
ajlm-781	125	13	prevalence	prevalence	NOUN
ajlm-781	125	14	of	of	ADP
ajlm-781	125	15	drug	drug	NOUN
ajlm-781	125	16	resistant	resistant	ADJ
ajlm-781	125	17	tuberculosis	tuberculosis	NOUN
ajlm-781	125	18	cases	case	NOUN
ajlm-781	125	19	,	,	PUNCT
ajlm-781	125	20	contribute	contribute	VERB
ajlm-781	125	21	only	only	ADV
ajlm-781	125	22	to	to	ADP
ajlm-781	125	23	a	a	DET
ajlm-781	125	24	small	small	ADJ
ajlm-781	125	25	part	part	NOUN
ajlm-781	125	26	of	of	ADP
ajlm-781	125	27	the	the	DET
ajlm-781	125	28	total	total	NOUN
ajlm-781	125	29	tb	tb	ADP
ajlm-781	125	30	burden	burden	NOUN
ajlm-781	125	31	.	.	PUNCT
ajlm-781	126	1	aggressive	aggressive	ADJ
ajlm-781	126	2	scale	scale	NOUN
ajlm-781	126	3	-	-	PUNCT
ajlm-781	126	4	up	up	NOUN
ajlm-781	126	5	of	of	ADP
ajlm-781	126	6	the	the	DET
ajlm-781	126	7	use	use	NOUN
ajlm-781	126	8	of	of	ADP
ajlm-781	126	9	rapid	rapid	ADJ
ajlm-781	126	10	molecular	molecular	ADJ
ajlm-781	126	11	diagnostic	diagnostic	ADJ
ajlm-781	126	12	tools	tool	NOUN
ajlm-781	126	13	(	(	PUNCT
ajlm-781	126	14	e.g.	e.g.	ADV
ajlm-781	126	15	xpert	xpert	PROPN
ajlm-781	126	16	)	)	PUNCT
ajlm-781	126	17	as	as	SCONJ
ajlm-781	126	18	the	the	DET
ajlm-781	126	19	primary	primary	ADJ
ajlm-781	126	20	test	test	NOUN
ajlm-781	126	21	will	will	AUX
ajlm-781	126	22	be	be	AUX
ajlm-781	126	23	key	key	ADJ
ajlm-781	126	24	to	to	ADP
ajlm-781	126	25	finding	find	VERB
ajlm-781	126	26	missing	miss	VERB
ajlm-781	126	27	drug	drug	NOUN
ajlm-781	126	28	resistant	resistant	ADJ
ajlm-781	126	29	tuberculosis	tuberculosis	NOUN
ajlm-781	126	30	cases	case	NOUN
ajlm-781	126	31	and	and	CCONJ
ajlm-781	126	32	is	be	AUX
ajlm-781	126	33	all	all	DET
ajlm-781	126	34	the	the	PRON
ajlm-781	126	35	more	more	ADV
ajlm-781	126	36	urgent	urgent	ADJ
ajlm-781	126	37	as	as	ADP
ajlm-781	126	38	primary	primary	ADJ
ajlm-781	126	39	transmission	transmission	NOUN
ajlm-781	126	40	is	be	AUX
ajlm-781	126	41	a	a	DET
ajlm-781	126	42	major	major	ADJ
ajlm-781	126	43	contributor	contributor	NOUN
ajlm-781	126	44	to	to	ADP
ajlm-781	126	45	the	the	DET
ajlm-781	126	46	propagation	propagation	NOUN
ajlm-781	126	47	of	of	ADP
ajlm-781	126	48	the	the	DET
ajlm-781	126	49	disease.15,22	disease.15,22	NOUN
ajlm-781	126	50	missing	miss	VERB
ajlm-781	126	51	resistance	resistance	NOUN
ajlm-781	126	52	may	may	AUX
ajlm-781	126	53	result	result	VERB
ajlm-781	126	54	in	in	ADP
ajlm-781	126	55	poorer	poor	ADJ
ajlm-781	126	56	outcomes	outcome	NOUN
ajlm-781	126	57	,	,	PUNCT
ajlm-781	126	58	and	and	CCONJ
ajlm-781	126	59	further	far	ADV
ajlm-781	126	60	compromises	compromise	VERB
ajlm-781	126	61	the	the	DET
ajlm-781	126	62	health	health	NOUN
ajlm-781	126	63	and	and	CCONJ
ajlm-781	126	64	well	well	ADV
ajlm-781	126	65	-	-	PUNCT
ajlm-781	126	66	being	being	NOUN
ajlm-781	126	67	of	of	ADP
ajlm-781	126	68	the	the	DET
ajlm-781	126	69	population	population	NOUN
ajlm-781	126	70	at	at	ADP
ajlm-781	126	71	large	large	ADJ
ajlm-781	126	72	.	.	PUNCT
ajlm-781	127	1	in	in	ADP
ajlm-781	127	2	addition	addition	NOUN
ajlm-781	127	3	,	,	PUNCT
ajlm-781	127	4	stigma	stigma	NOUN
ajlm-781	127	5	and	and	CCONJ
ajlm-781	127	6	lack	lack	NOUN
ajlm-781	127	7	of	of	ADP
ajlm-781	127	8	access	access	NOUN
ajlm-781	127	9	to	to	ADP
ajlm-781	127	10	health	health	NOUN
ajlm-781	127	11	services	service	NOUN
ajlm-781	127	12	are	be	AUX
ajlm-781	127	13	known	know	VERB
ajlm-781	127	14	obstacles	obstacle	NOUN
ajlm-781	127	15	to	to	PART
ajlm-781	127	16	care	care	VERB
ajlm-781	127	17	and	and	CCONJ
ajlm-781	127	18	likely	likely	ADV
ajlm-781	127	19	contribute	contribute	VERB
ajlm-781	127	20	to	to	ADP
ajlm-781	127	21	missing	miss	VERB
ajlm-781	127	22	cases	case	NOUN
ajlm-781	127	23	.	.	PUNCT
ajlm-781	128	1	some	some	PRON
ajlm-781	128	2	of	of	ADP
ajlm-781	128	3	these	these	DET
ajlm-781	128	4	cases	case	NOUN
ajlm-781	128	5	will	will	AUX
ajlm-781	128	6	most	most	ADV
ajlm-781	128	7	likely	likely	ADV
ajlm-781	128	8	end	end	VERB
ajlm-781	128	9	up	up	ADP
ajlm-781	128	10	at	at	ADP
ajlm-781	128	11	a	a	DET
ajlm-781	128	12	health	health	NOUN
ajlm-781	128	13	facility	facility	NOUN
ajlm-781	128	14	and	and	CCONJ
ajlm-781	128	15	the	the	DET
ajlm-781	128	16	unavailability	unavailability	NOUN
ajlm-781	128	17	of	of	ADP
ajlm-781	128	18	quality	quality	NOUN
ajlm-781	128	19	diagnostic	diagnostic	ADJ
ajlm-781	128	20	technologies	technology	NOUN
ajlm-781	128	21	would	would	AUX
ajlm-781	128	22	lead	lead	VERB
ajlm-781	128	23	to	to	ADP
ajlm-781	128	24	a	a	DET
ajlm-781	128	25	catastrophic	catastrophic	ADJ
ajlm-781	128	26	treatment	treatment	NOUN
ajlm-781	128	27	failure	failure	NOUN
ajlm-781	128	28	.	.	PUNCT
ajlm-781	129	1	several	several	ADJ
ajlm-781	129	2	countries	country	NOUN
ajlm-781	129	3	other	other	ADJ
ajlm-781	129	4	than	than	ADP
ajlm-781	129	5	south	south	PROPN
ajlm-781	129	6	africa	africa	PROPN
ajlm-781	129	7	have	have	AUX
ajlm-781	129	8	taken	take	VERB
ajlm-781	129	9	the	the	DET
ajlm-781	129	10	approach	approach	NOUN
ajlm-781	129	11	of	of	ADP
ajlm-781	129	12	using	use	VERB
ajlm-781	129	13	the	the	DET
ajlm-781	129	14	xpert	xpert	PROPN
ajlm-781	129	15	mtb	mtb	PROPN
ajlm-781	129	16	/	/	SYM
ajlm-781	129	17	rif	rif	PROPN
ajlm-781	129	18	as	as	ADP
ajlm-781	129	19	the	the	DET
ajlm-781	129	20	primary	primary	ADJ
ajlm-781	129	21	test	test	NOUN
ajlm-781	129	22	for	for	ADP
ajlm-781	129	23	the	the	DET
ajlm-781	129	24	detection	detection	NOUN
ajlm-781	129	25	of	of	ADP
ajlm-781	129	26	tuberculosis	tuberculosis	NOUN
ajlm-781	129	27	and	and	CCONJ
ajlm-781	129	28	drug	drug	NOUN
ajlm-781	129	29	resistant	resistant	ADJ
ajlm-781	129	30	tuberculosis	tuberculosis	NOUN
ajlm-781	129	31	,	,	PUNCT
ajlm-781	129	32	and	and	CCONJ
ajlm-781	129	33	thus	thus	ADV
ajlm-781	129	34	models	model	NOUN
ajlm-781	129	35	for	for	ADP
ajlm-781	129	36	implementation	implementation	NOUN
ajlm-781	129	37	are	be	AUX
ajlm-781	129	38	available	available	ADJ
ajlm-781	129	39	.	.	PUNCT
ajlm-781	130	1	the	the	DET
ajlm-781	130	2	south	south	ADJ
ajlm-781	130	3	african	african	ADJ
ajlm-781	130	4	approach	approach	NOUN
ajlm-781	130	5	uses	use	VERB
ajlm-781	130	6	a	a	DET
ajlm-781	130	7	central	central	ADJ
ajlm-781	130	8	model	model	NOUN
ajlm-781	130	9	with	with	ADP
ajlm-781	130	10	important	important	ADJ
ajlm-781	130	11	emphasis	emphasis	NOUN
ajlm-781	130	12	on	on	ADP
ajlm-781	130	13	logistics	logistic	NOUN
ajlm-781	130	14	,	,	PUNCT
ajlm-781	130	15	which	which	PRON
ajlm-781	130	16	has	have	AUX
ajlm-781	130	17	worked	work	VERB
ajlm-781	130	18	well	well	ADV
ajlm-781	130	19	.	.	PUNCT
ajlm-781	131	1	in	in	ADP
ajlm-781	131	2	regions	region	NOUN
ajlm-781	131	3	where	where	SCONJ
ajlm-781	131	4	transport	transport	NOUN
ajlm-781	131	5	infrastructure	infrastructure	NOUN
ajlm-781	131	6	is	be	AUX
ajlm-781	131	7	limited	limit	VERB
ajlm-781	131	8	,	,	PUNCT
ajlm-781	131	9	the	the	DET
ajlm-781	131	10	use	use	NOUN
ajlm-781	131	11	of	of	ADP
ajlm-781	131	12	the	the	DET
ajlm-781	131	13	genexpert	genexpert	ADJ
ajlm-781	131	14	omni	omni	PROPN
ajlm-781	131	15	(	(	PUNCT
ajlm-781	131	16	cepheid	cepheid	PROPN
ajlm-781	131	17	,	,	PUNCT
ajlm-781	131	18	sunnyvale	sunnyvale	PROPN
ajlm-781	131	19	,	,	PUNCT
ajlm-781	131	20	california	california	PROPN
ajlm-781	131	21	,	,	PUNCT
ajlm-781	131	22	united	united	PROPN
ajlm-781	131	23	states	states	PROPN
ajlm-781	131	24	)	)	PUNCT
ajlm-781	131	25	could	could	AUX
ajlm-781	131	26	be	be	AUX
ajlm-781	131	27	an	an	DET
ajlm-781	131	28	effective	effective	ADJ
ajlm-781	131	29	solution	solution	NOUN
ajlm-781	131	30	.	.	PUNCT
ajlm-781	132	1	the	the	DET
ajlm-781	132	2	greater	great	ADJ
ajlm-781	132	3	focus	focus	NOUN
ajlm-781	132	4	now	now	ADV
ajlm-781	132	5	is	be	AUX
ajlm-781	132	6	on	on	ADP
ajlm-781	132	7	multiplex	multiplex	PROPN
ajlm-781	132	8	diagnostic	diagnostic	ADJ
ajlm-781	132	9	platforms	platform	NOUN
ajlm-781	132	10	that	that	PRON
ajlm-781	132	11	will	will	AUX
ajlm-781	132	12	also	also	ADV
ajlm-781	132	13	facilitate	facilitate	VERB
ajlm-781	132	14	integration	integration	NOUN
ajlm-781	132	15	at	at	ADP
ajlm-781	132	16	different	different	ADJ
ajlm-781	132	17	levels	level	NOUN
ajlm-781	132	18	of	of	ADP
ajlm-781	132	19	the	the	DET
ajlm-781	132	20	health	health	NOUN
ajlm-781	132	21	system	system	NOUN
ajlm-781	132	22	,	,	PUNCT
ajlm-781	132	23	thereby	thereby	ADV
ajlm-781	132	24	providing	provide	VERB
ajlm-781	132	25	improved	improved	ADJ
ajlm-781	132	26	diagnostic	diagnostic	ADJ
ajlm-781	132	27	yield	yield	NOUN
ajlm-781	132	28	.	.	PUNCT
ajlm-781	133	1	irrespective	irrespective	ADV
ajlm-781	133	2	of	of	ADP
ajlm-781	133	3	the	the	DET
ajlm-781	133	4	approach	approach	NOUN
ajlm-781	133	5	,	,	PUNCT
ajlm-781	133	6	careful	careful	ADJ
ajlm-781	133	7	planning	planning	NOUN
ajlm-781	133	8	and	and	CCONJ
ajlm-781	133	9	budgeting	budgeting	NOUN
ajlm-781	133	10	will	will	AUX
ajlm-781	133	11	be	be	AUX
ajlm-781	133	12	needed	need	VERB
ajlm-781	133	13	in	in	ADP
ajlm-781	133	14	order	order	NOUN
ajlm-781	133	15	to	to	PART
ajlm-781	133	16	achieve	achieve	VERB
ajlm-781	133	17	the	the	DET
ajlm-781	133	18	necessary	necessary	ADJ
ajlm-781	133	19	returns	return	NOUN
ajlm-781	133	20	.	.	PUNCT
ajlm-781	134	1	a	a	DET
ajlm-781	134	2	second	second	ADJ
ajlm-781	134	3	issue	issue	NOUN
ajlm-781	134	4	relates	relate	VERB
ajlm-781	134	5	to	to	ADP
ajlm-781	134	6	second	second	ADJ
ajlm-781	134	7	-	-	PUNCT
ajlm-781	134	8	line	line	NOUN
ajlm-781	134	9	testing	testing	NOUN
ajlm-781	134	10	.	.	PUNCT
ajlm-781	135	1	while	while	SCONJ
ajlm-781	135	2	this	this	PRON
ajlm-781	135	3	is	be	AUX
ajlm-781	135	4	being	be	AUX
ajlm-781	135	5	achieved	achieve	VERB
ajlm-781	135	6	in	in	ADP
ajlm-781	135	7	several	several	ADJ
ajlm-781	135	8	african	african	ADJ
ajlm-781	135	9	countries	country	NOUN
ajlm-781	135	10	with	with	ADP
ajlm-781	135	11	good	good	ADJ
ajlm-781	135	12	overall	overall	ADJ
ajlm-781	135	13	coverage	coverage	NOUN
ajlm-781	135	14	among	among	ADP
ajlm-781	135	15	notified	notify	VERB
ajlm-781	135	16	rr	rr	NOUN
ajlm-781	135	17	tuberculosis	tuberculosis	NOUN
ajlm-781	135	18	cases	case	NOUN
ajlm-781	135	19	(	(	PUNCT
ajlm-781	135	20	table	table	NOUN
ajlm-781	135	21	3	3	NUM
ajlm-781	135	22	)	)	PUNCT
ajlm-781	135	23	,	,	PUNCT
ajlm-781	135	24	it	it	PRON
ajlm-781	135	25	is	be	AUX
ajlm-781	135	26	often	often	ADV
ajlm-781	135	27	a	a	DET
ajlm-781	135	28	challenge	challenge	NOUN
ajlm-781	135	29	in	in	ADP
ajlm-781	135	30	most	most	ADJ
ajlm-781	135	31	settings	setting	NOUN
ajlm-781	135	32	across	across	ADP
ajlm-781	135	33	africa	africa	PROPN
ajlm-781	135	34	with	with	ADP
ajlm-781	135	35	43	43	NUM
ajlm-781	135	36	%	%	NOUN
ajlm-781	135	37	(	(	PUNCT
ajlm-781	135	38	20/47	20/47	NUM
ajlm-781	135	39	)	)	PUNCT
ajlm-781	135	40	of	of	ADP
ajlm-781	135	41	member	member	NOUN
ajlm-781	135	42	states	state	NOUN
ajlm-781	135	43	having	have	VERB
ajlm-781	135	44	no	no	DET
ajlm-781	135	45	coverage	coverage	NOUN
ajlm-781	135	46	.	.	PUNCT
ajlm-781	136	1	as	as	SCONJ
ajlm-781	136	2	the	the	DET
ajlm-781	136	3	overall	overall	ADJ
ajlm-781	136	4	reported	report	VERB
ajlm-781	136	5	burden	burden	NOUN
ajlm-781	136	6	of	of	ADP
ajlm-781	136	7	drug	drug	NOUN
ajlm-781	136	8	resistant	resistant	ADJ
ajlm-781	136	9	tuberculosis	tuberculosis	NOUN
ajlm-781	136	10	is	be	AUX
ajlm-781	136	11	not	not	PART
ajlm-781	136	12	particularly	particularly	ADV
ajlm-781	136	13	high	high	ADJ
ajlm-781	136	14	in	in	ADP
ajlm-781	136	15	many	many	ADJ
ajlm-781	136	16	countries	country	NOUN
ajlm-781	136	17	,	,	PUNCT
ajlm-781	136	18	the	the	DET
ajlm-781	136	19	need	need	NOUN
ajlm-781	136	20	and	and	CCONJ
ajlm-781	136	21	operational	operational	ADJ
ajlm-781	136	22	feasibility	feasibility	NOUN
ajlm-781	136	23	to	to	PART
ajlm-781	136	24	set	set	VERB
ajlm-781	136	25	up	up	ADP
ajlm-781	136	26	such	such	ADJ
ajlm-781	136	27	systems	system	NOUN
ajlm-781	136	28	may	may	AUX
ajlm-781	136	29	be	be	AUX
ajlm-781	136	30	better	well	ADV
ajlm-781	136	31	served	serve	VERB
ajlm-781	136	32	through	through	ADP
ajlm-781	136	33	regional	regional	ADJ
ajlm-781	136	34	collaboration	collaboration	NOUN
ajlm-781	136	35	.	.	PUNCT
ajlm-781	137	1	there	there	PRON
ajlm-781	137	2	are	be	VERB
ajlm-781	137	3	three	three	NUM
ajlm-781	137	4	who	who	PRON
ajlm-781	137	5	-	-	PUNCT
ajlm-781	137	6	certified	certify	VERB
ajlm-781	137	7	supranational	supranational	ADJ
ajlm-781	137	8	reference	reference	NOUN
ajlm-781	137	9	laboratories	laboratory	NOUN
ajlm-781	137	10	in	in	ADP
ajlm-781	137	11	africa24	africa24	NOUN
ajlm-781	137	12	and	and	CCONJ
ajlm-781	137	13	several	several	ADJ
ajlm-781	137	14	nrls	nrl	NOUN
ajlm-781	137	15	that	that	PRON
ajlm-781	137	16	have	have	VERB
ajlm-781	137	17	adequate	adequate	ADJ
ajlm-781	137	18	capacity	capacity	NOUN
ajlm-781	137	19	to	to	PART
ajlm-781	137	20	provide	provide	VERB
ajlm-781	137	21	such	such	ADJ
ajlm-781	137	22	services	service	NOUN
ajlm-781	137	23	.	.	PUNCT
ajlm-781	138	1	while	while	SCONJ
ajlm-781	138	2	this	this	PRON
ajlm-781	138	3	would	would	AUX
ajlm-781	138	4	lead	lead	VERB
ajlm-781	138	5	to	to	PART
ajlm-781	138	6	increase	increase	VERB
ajlm-781	138	7	in	in	ADP
ajlm-781	138	8	volumes	volume	NOUN
ajlm-781	138	9	of	of	ADP
ajlm-781	138	10	second	second	ADJ
ajlm-781	138	11	-	-	PUNCT
ajlm-781	138	12	line	line	NOUN
ajlm-781	138	13	testing	testing	NOUN
ajlm-781	138	14	,	,	PUNCT
ajlm-781	138	15	it	it	PRON
ajlm-781	138	16	will	will	AUX
ajlm-781	138	17	also	also	ADV
ajlm-781	138	18	ensure	ensure	VERB
ajlm-781	138	19	operational	operational	ADJ
ajlm-781	138	20	efficiency	efficiency	NOUN
ajlm-781	138	21	and	and	CCONJ
ajlm-781	138	22	allow	allow	VERB
ajlm-781	138	23	skills	skill	NOUN
ajlm-781	138	24	to	to	PART
ajlm-781	138	25	be	be	AUX
ajlm-781	138	26	developed	develop	VERB
ajlm-781	138	27	and	and	CCONJ
ajlm-781	138	28	sustained	sustain	VERB
ajlm-781	138	29	.	.	PUNCT
ajlm-781	139	1	linked	link	VERB
ajlm-781	139	2	to	to	ADP
ajlm-781	139	3	such	such	ADJ
ajlm-781	139	4	services	service	NOUN
ajlm-781	139	5	is	be	AUX
ajlm-781	139	6	also	also	ADV
ajlm-781	139	7	the	the	DET
ajlm-781	139	8	need	need	NOUN
ajlm-781	139	9	for	for	ADP
ajlm-781	139	10	supporting	support	VERB
ajlm-781	139	11	surveys	survey	NOUN
ajlm-781	139	12	on	on	ADP
ajlm-781	139	13	the	the	DET
ajlm-781	139	14	continent	continent	NOUN
ajlm-781	139	15	.	.	PUNCT
ajlm-781	140	1	the	the	DET
ajlm-781	140	2	three	three	NUM
ajlm-781	140	3	supranational	supranational	ADJ
ajlm-781	140	4	reference	reference	NOUN
ajlm-781	140	5	laboratories	laboratory	NOUN
ajlm-781	140	6	are	be	AUX
ajlm-781	140	7	limited	limit	VERB
ajlm-781	140	8	by	by	ADP
ajlm-781	140	9	capacity	capacity	NOUN
ajlm-781	140	10	to	to	PART
ajlm-781	140	11	provide	provide	VERB
ajlm-781	140	12	for	for	ADP
ajlm-781	140	13	the	the	DET
ajlm-781	140	14	large	large	ADJ
ajlm-781	140	15	needs	need	NOUN
ajlm-781	140	16	of	of	ADP
ajlm-781	140	17	the	the	DET
ajlm-781	140	18	continent	continent	NOUN
ajlm-781	140	19	.	.	PUNCT
ajlm-781	141	1	expanding	expand	VERB
ajlm-781	141	2	the	the	DET
ajlm-781	141	3	number	number	NOUN
ajlm-781	141	4	of	of	ADP
ajlm-781	141	5	supranational	supranational	ADJ
ajlm-781	141	6	reference	reference	NOUN
ajlm-781	141	7	laboratories	laboratory	NOUN
ajlm-781	141	8	is	be	AUX
ajlm-781	141	9	required	require	VERB
ajlm-781	141	10	and	and	CCONJ
ajlm-781	141	11	nrls	nrl	NOUN
ajlm-781	141	12	with	with	ADP
ajlm-781	141	13	potential	potential	NOUN
ajlm-781	141	14	should	should	AUX
ajlm-781	141	15	be	be	AUX
ajlm-781	141	16	supported	support	VERB
ajlm-781	141	17	to	to	PART
ajlm-781	141	18	achieve	achieve	VERB
ajlm-781	141	19	this	this	DET
ajlm-781	141	20	status	status	NOUN
ajlm-781	141	21	.	.	PUNCT
ajlm-781	142	1	the	the	DET
ajlm-781	142	2	number	number	NOUN
ajlm-781	142	3	of	of	ADP
ajlm-781	142	4	nrls	nrl	NOUN
ajlm-781	142	5	complying	comply	VERB
ajlm-781	142	6	with	with	ADP
ajlm-781	142	7	iso	iso	NOUN
ajlm-781	142	8	15189	15189	NUM
ajlm-781	142	9	is	be	AUX
ajlm-781	142	10	still	still	ADV
ajlm-781	142	11	unacceptably	unacceptably	ADV
ajlm-781	142	12	low	low	ADJ
ajlm-781	142	13	,	,	PUNCT
ajlm-781	142	14	considering	consider	VERB
ajlm-781	142	15	that	that	SCONJ
ajlm-781	142	16	nrls	nrl	NOUN
ajlm-781	142	17	are	be	AUX
ajlm-781	142	18	expected	expect	VERB
ajlm-781	142	19	to	to	PART
ajlm-781	142	20	be	be	AUX
ajlm-781	142	21	the	the	DET
ajlm-781	142	22	standard	standard	NOUN
ajlm-781	142	23	against	against	ADP
ajlm-781	142	24	which	which	PRON
ajlm-781	142	25	sub	sub	ADJ
ajlm-781	142	26	-	-	ADJ
ajlm-781	142	27	national	national	ADJ
ajlm-781	142	28	laboratories	laboratory	NOUN
ajlm-781	142	29	are	be	AUX
ajlm-781	142	30	compared	compare	VERB
ajlm-781	142	31	.	.	PUNCT
ajlm-781	143	1	the	the	DET
ajlm-781	143	2	introduction	introduction	NOUN
ajlm-781	143	3	of	of	ADP
ajlm-781	143	4	the	the	DET
ajlm-781	143	5	strengthening	strengthen	VERB
ajlm-781	143	6	laboratory	laboratory	NOUN
ajlm-781	143	7	management	management	NOUN
ajlm-781	143	8	toward	toward	ADP
ajlm-781	143	9	accreditation	accreditation	NOUN
ajlm-781	143	10	programme	programme	NOUN
ajlm-781	143	11	has	have	AUX
ajlm-781	143	12	seen	see	VERB
ajlm-781	143	13	54	54	NUM
ajlm-781	143	14	laboratories	laboratory	NOUN
ajlm-781	143	15	achieve	achieve	VERB
ajlm-781	143	16	accreditation	accreditation	NOUN
ajlm-781	143	17	by	by	ADP
ajlm-781	143	18	the	the	DET
ajlm-781	143	19	end	end	NOUN
ajlm-781	143	20	of	of	ADP
ajlm-781	143	21	2017	2017	NUM
ajlm-781	143	22	over	over	ADP
ajlm-781	143	23	a	a	DET
ajlm-781	143	24	5	5	NUM
ajlm-781	143	25	-	-	PUNCT
ajlm-781	143	26	year	year	NOUN
ajlm-781	143	27	period;25	period;25	NOUN
ajlm-781	143	28	however	however	ADV
ajlm-781	143	29	,	,	PUNCT
ajlm-781	143	30	only	only	ADV
ajlm-781	143	31	two	two	NUM
ajlm-781	143	32	were	be	AUX
ajlm-781	143	33	national	national	ADJ
ajlm-781	143	34	tuberculosis	tuberculosis	NOUN
ajlm-781	143	35	reference	reference	NOUN
ajlm-781	143	36	laboratories	laboratory	NOUN
ajlm-781	143	37	.	.	PUNCT
ajlm-781	144	1	prioritisation	prioritisation	NOUN
ajlm-781	144	2	of	of	ADP
ajlm-781	144	3	nrls	nrl	NOUN
ajlm-781	144	4	to	to	PART
ajlm-781	144	5	achieve	achieve	VERB
ajlm-781	144	6	accreditation	accreditation	NOUN
ajlm-781	144	7	should	should	AUX
ajlm-781	144	8	be	be	AUX
ajlm-781	144	9	a	a	DET
ajlm-781	144	10	short	short	ADJ
ajlm-781	144	11	-	-	PUNCT
ajlm-781	144	12	term	term	NOUN
ajlm-781	144	13	goal	goal	NOUN
ajlm-781	144	14	using	use	VERB
ajlm-781	144	15	strengthening	strengthen	VERB
ajlm-781	144	16	laboratory	laboratory	NOUN
ajlm-781	144	17	management	management	NOUN
ajlm-781	144	18	toward	toward	ADP
ajlm-781	144	19	accreditation	accreditation	NOUN
ajlm-781	144	20	.	.	PUNCT
ajlm-781	145	1	the	the	DET
ajlm-781	145	2	emergence	emergence	NOUN
ajlm-781	145	3	of	of	ADP
ajlm-781	145	4	the	the	DET
ajlm-781	145	5	new	new	PROPN
ajlm-781	145	6	africa	africa	PROPN
ajlm-781	145	7	centres	centre	NOUN
ajlm-781	145	8	for	for	ADP
ajlm-781	145	9	disease	disease	NOUN
ajlm-781	145	10	control	control	NOUN
ajlm-781	145	11	and	and	CCONJ
ajlm-781	145	12	prevention	prevention	NOUN
ajlm-781	145	13	portends	portend	VERB
ajlm-781	145	14	hope	hope	NOUN
ajlm-781	145	15	through	through	ADP
ajlm-781	145	16	the	the	DET
ajlm-781	145	17	introduction	introduction	NOUN
ajlm-781	145	18	and	and	CCONJ
ajlm-781	145	19	implementation	implementation	NOUN
ajlm-781	145	20	of	of	ADP
ajlm-781	145	21	the	the	DET
ajlm-781	145	22	regional	regional	ADJ
ajlm-781	145	23	integrated	integrate	VERB
ajlm-781	145	24	laboratory	laboratory	NOUN
ajlm-781	145	25	and	and	CCONJ
ajlm-781	145	26	surveillance	surveillance	NOUN
ajlm-781	145	27	network	network	NOUN
ajlm-781	145	28	hosted	host	VERB
ajlm-781	145	29	through	through	ADP
ajlm-781	145	30	the	the	DET
ajlm-781	145	31	five	five	NUM
ajlm-781	145	32	regional	regional	ADJ
ajlm-781	145	33	collaborating	collaborate	VERB
ajlm-781	145	34	centres	centre	NOUN
ajlm-781	145	35	in	in	ADP
ajlm-781	145	36	the	the	DET
ajlm-781	145	37	five	five	NUM
ajlm-781	145	38	geographical	geographical	ADJ
ajlm-781	145	39	sub	sub	NOUN
ajlm-781	145	40	-	-	NOUN
ajlm-781	145	41	regions	region	NOUN
ajlm-781	145	42	of	of	ADP
ajlm-781	145	43	the	the	DET
ajlm-781	145	44	african	african	PROPN
ajlm-781	145	45	union	union	PROPN
ajlm-781	145	46	.	.	PUNCT
ajlm-781	146	1	it	it	PRON
ajlm-781	146	2	is	be	AUX
ajlm-781	146	3	anticipated	anticipate	VERB
ajlm-781	146	4	that	that	SCONJ
ajlm-781	146	5	these	these	DET
ajlm-781	146	6	centres	centre	NOUN
ajlm-781	146	7	,	,	PUNCT
ajlm-781	146	8	and	and	CCONJ
ajlm-781	146	9	the	the	DET
ajlm-781	146	10	associated	associated	ADJ
ajlm-781	146	11	network	network	NOUN
ajlm-781	146	12	,	,	PUNCT
ajlm-781	146	13	can	can	AUX
ajlm-781	146	14	be	be	AUX
ajlm-781	146	15	used	use	VERB
ajlm-781	146	16	to	to	PART
ajlm-781	146	17	improve	improve	VERB
ajlm-781	146	18	and	and	CCONJ
ajlm-781	146	19	strengthen	strengthen	VERB
ajlm-781	146	20	diagnostic	diagnostic	ADJ
ajlm-781	146	21	capabilities	capability	NOUN
ajlm-781	146	22	within	within	ADP
ajlm-781	146	23	the	the	DET
ajlm-781	146	24	africa	africa	PROPN
ajlm-781	146	25	region	region	NOUN
ajlm-781	146	26	.	.	PUNCT
ajlm-781	147	1	the	the	DET
ajlm-781	147	2	continuum	continuum	NOUN
ajlm-781	147	3	of	of	ADP
ajlm-781	147	4	care	care	NOUN
ajlm-781	147	5	requires	require	VERB
ajlm-781	147	6	not	not	PART
ajlm-781	147	7	only	only	ADV
ajlm-781	147	8	good	good	ADJ
ajlm-781	147	9	diagnostics	diagnostic	NOUN
ajlm-781	147	10	but	but	CCONJ
ajlm-781	147	11	also	also	ADV
ajlm-781	147	12	effective	effective	ADJ
ajlm-781	147	13	early	early	ADJ
ajlm-781	147	14	treatment	treatment	NOUN
ajlm-781	147	15	.	.	PUNCT
ajlm-781	148	1	successful	successful	ADJ
ajlm-781	148	2	outcomes	outcome	NOUN
ajlm-781	148	3	among	among	ADP
ajlm-781	148	4	mdr	mdr	NOUN
ajlm-781	148	5	tuberculosis	tuberculosis	NOUN
ajlm-781	148	6	patients	patient	NOUN
ajlm-781	148	7	are	be	AUX
ajlm-781	148	8	exceptionally	exceptionally	ADV
ajlm-781	148	9	low	low	ADJ
ajlm-781	148	10	with	with	ADP
ajlm-781	148	11	death	death	NOUN
ajlm-781	148	12	and	and	CCONJ
ajlm-781	148	13	loss	loss	NOUN
ajlm-781	148	14	to	to	PART
ajlm-781	148	15	follow	follow	VERB
ajlm-781	148	16	-	-	PUNCT
ajlm-781	148	17	up	up	NOUN
ajlm-781	148	18	being	be	AUX
ajlm-781	148	19	common	common	ADJ
ajlm-781	148	20	endpoints	endpoint	NOUN
ajlm-781	148	21	.	.	PUNCT
ajlm-781	149	1	these	these	PRON
ajlm-781	149	2	are	be	AUX
ajlm-781	149	3	complex	complex	ADJ
ajlm-781	149	4	issues	issue	NOUN
ajlm-781	149	5	underpinned	underpin	VERB
ajlm-781	149	6	by	by	ADP
ajlm-781	149	7	late	late	ADJ
ajlm-781	149	8	presentation	presentation	NOUN
ajlm-781	149	9	,	,	PUNCT
ajlm-781	149	10	poor	poor	ADJ
ajlm-781	149	11	access	access	NOUN
ajlm-781	149	12	to	to	ADP
ajlm-781	149	13	services	service	NOUN
ajlm-781	149	14	and	and	CCONJ
ajlm-781	149	15	overburdened	overburden	VERB
ajlm-781	149	16	health	health	NOUN
ajlm-781	149	17	services	service	NOUN
ajlm-781	149	18	.	.	PUNCT
ajlm-781	150	1	treatment	treatment	NOUN
ajlm-781	150	2	options	option	NOUN
ajlm-781	150	3	are	be	AUX
ajlm-781	150	4	another	another	DET
ajlm-781	150	5	important	important	ADJ
ajlm-781	150	6	determinant	determinant	NOUN
ajlm-781	150	7	of	of	ADP
ajlm-781	150	8	patient	patient	ADJ
ajlm-781	150	9	outcomes	outcome	NOUN
ajlm-781	150	10	.	.	PUNCT
ajlm-781	151	1	therapy	therapy	NOUN
ajlm-781	151	2	is	be	AUX
ajlm-781	151	3	often	often	ADV
ajlm-781	151	4	prolonged	prolonged	ADJ
ajlm-781	151	5	;	;	PUNCT
ajlm-781	151	6	however	however	ADV
ajlm-781	151	7	,	,	PUNCT
ajlm-781	151	8	a	a	DET
ajlm-781	151	9	short	short	ADJ
ajlm-781	151	10	-	-	PUNCT
ajlm-781	151	11	course	course	NOUN
ajlm-781	151	12	regimen	regimen	NOUN
ajlm-781	151	13	has	have	AUX
ajlm-781	151	14	shown	show	VERB
ajlm-781	151	15	promise	promise	NOUN
ajlm-781	151	16	in	in	ADP
ajlm-781	151	17	reducing	reduce	VERB
ajlm-781	151	18	the	the	DET
ajlm-781	151	19	loss	loss	NOUN
ajlm-781	151	20	of	of	ADP
ajlm-781	151	21	patients	patient	NOUN
ajlm-781	151	22	to	to	PART
ajlm-781	151	23	follow	follow	VERB
ajlm-781	151	24	-	-	PUNCT
ajlm-781	151	25	up	up	NOUN
ajlm-781	151	26	.	.	PUNCT
ajlm-781	152	1	the	the	DET
ajlm-781	152	2	highest	high	ADJ
ajlm-781	152	3	success	success	NOUN
ajlm-781	152	4	rates	rate	NOUN
ajlm-781	152	5	observed	observe	VERB
ajlm-781	152	6	in	in	ADP
ajlm-781	152	7	africa	africa	PROPN
ajlm-781	152	8	were	be	AUX
ajlm-781	152	9	among	among	ADP
ajlm-781	152	10	those	those	PRON
ajlm-781	152	11	applying	apply	VERB
ajlm-781	152	12	this	this	DET
ajlm-781	152	13	approach	approach	NOUN
ajlm-781	152	14	and	and	CCONJ
ajlm-781	152	15	,	,	PUNCT
ajlm-781	152	16	importantly	importantly	ADV
ajlm-781	152	17	,	,	PUNCT
ajlm-781	152	18	a	a	DET
ajlm-781	152	19	large	large	ADJ
ajlm-781	152	20	evidence	evidence	NOUN
ajlm-781	152	21	base	base	NOUN
ajlm-781	152	22	for	for	ADP
ajlm-781	152	23	this	this	DET
ajlm-781	152	24	policy	policy	NOUN
ajlm-781	152	25	came	come	VERB
ajlm-781	152	26	from	from	ADP
ajlm-781	152	27	africa	africa	PROPN
ajlm-781	152	28	and	and	CCONJ
ajlm-781	152	29	confirms	confirm	VERB
ajlm-781	152	30	its	its	PRON
ajlm-781	152	31	value.25	value.25	NOUN
ajlm-781	152	32	the	the	DET
ajlm-781	152	33	introduction	introduction	NOUN
ajlm-781	152	34	of	of	ADP
ajlm-781	152	35	the	the	DET
ajlm-781	152	36	short	short	ADJ
ajlm-781	152	37	regimen	regimen	NOUN
ajlm-781	152	38	requires	require	VERB
ajlm-781	152	39	greater	great	ADJ
ajlm-781	152	40	impetus	impetus	NOUN
ajlm-781	152	41	to	to	PART
ajlm-781	152	42	ensure	ensure	VERB
ajlm-781	152	43	it	it	PRON
ajlm-781	152	44	is	be	AUX
ajlm-781	152	45	accessible	accessible	ADJ
ajlm-781	152	46	and	and	CCONJ
ajlm-781	152	47	widely	widely	ADV
ajlm-781	152	48	used	use	VERB
ajlm-781	152	49	,	,	PUNCT
ajlm-781	152	50	as	as	ADP
ajlm-781	152	51	currently	currently	ADV
ajlm-781	152	52	only	only	ADV
ajlm-781	152	53	36	36	NUM
ajlm-781	152	54	%	%	NOUN
ajlm-781	152	55	of	of	ADP
ajlm-781	152	56	countries	country	NOUN
ajlm-781	152	57	have	have	AUX
ajlm-781	152	58	introduced	introduce	VERB
ajlm-781	152	59	it	it	PRON
ajlm-781	152	60	.	.	PUNCT
ajlm-781	153	1	more	more	ADV
ajlm-781	153	2	positive	positive	ADJ
ajlm-781	153	3	news	news	NOUN
ajlm-781	153	4	out	out	ADP
ajlm-781	153	5	of	of	ADP
ajlm-781	153	6	africa	africa	PROPN
ajlm-781	153	7	is	be	AUX
ajlm-781	153	8	the	the	DET
ajlm-781	153	9	use	use	NOUN
ajlm-781	153	10	of	of	ADP
ajlm-781	153	11	bedaquiline	bedaquiline	NOUN
ajlm-781	153	12	,	,	PUNCT
ajlm-781	153	13	with	with	ADP
ajlm-781	153	14	significant	significant	ADJ
ajlm-781	153	15	reductions	reduction	NOUN
ajlm-781	153	16	observed	observe	VERB
ajlm-781	153	17	in	in	ADP
ajlm-781	153	18	mortality	mortality	NOUN
ajlm-781	153	19	for	for	ADP
ajlm-781	153	20	both	both	CCONJ
ajlm-781	153	21	mdr	mdr	PROPN
ajlm-781	153	22	and	and	CCONJ
ajlm-781	153	23	xdr	xdr	PROPN
ajlm-781	153	24	tuberculosis	tuberculosis	NOUN
ajlm-781	153	25	cases	case	NOUN
ajlm-781	153	26	using	use	VERB
ajlm-781	153	27	this	this	DET
ajlm-781	153	28	agent.26	agent.26	NOUN
ajlm-781	153	29	this	this	PRON
ajlm-781	153	30	too	too	ADV
ajlm-781	153	31	is	be	AUX
ajlm-781	153	32	a	a	DET
ajlm-781	153	33	timely	timely	ADJ
ajlm-781	153	34	improvement	improvement	NOUN
ajlm-781	153	35	in	in	ADP
ajlm-781	153	36	addressing	address	VERB
ajlm-781	153	37	urgent	urgent	ADJ
ajlm-781	153	38	issues	issue	NOUN
ajlm-781	153	39	in	in	ADP
ajlm-781	153	40	the	the	DET
ajlm-781	153	41	management	management	NOUN
ajlm-781	153	42	of	of	ADP
ajlm-781	153	43	drug	drug	NOUN
ajlm-781	153	44	resistant	resistant	ADJ
ajlm-781	153	45	tuberculosis	tuberculosis	NOUN
ajlm-781	153	46	.	.	PUNCT
ajlm-781	154	1	south	south	PROPN
ajlm-781	154	2	africa	africa	PROPN
ajlm-781	154	3	has	have	AUX
ajlm-781	154	4	scaled	scale	VERB
ajlm-781	154	5	up	up	ADP
ajlm-781	154	6	its	its	PRON
ajlm-781	154	7	use	use	NOUN
ajlm-781	154	8	,	,	PUNCT
ajlm-781	154	9	but	but	CCONJ
ajlm-781	154	10	it	it	PRON
ajlm-781	154	11	has	have	AUX
ajlm-781	154	12	only	only	ADV
ajlm-781	154	13	recently	recently	ADV
ajlm-781	154	14	been	be	AUX
ajlm-781	154	15	introduced	introduce	VERB
ajlm-781	154	16	in	in	ADP
ajlm-781	154	17	11	11	NUM
ajlm-781	154	18	countries	country	NOUN
ajlm-781	154	19	.	.	PUNCT
ajlm-781	155	1	time	time	NOUN
ajlm-781	155	2	lost	lose	VERB
ajlm-781	155	3	due	due	ADJ
ajlm-781	155	4	to	to	ADP
ajlm-781	155	5	slow	slow	ADJ
ajlm-781	155	6	scale	scale	NOUN
ajlm-781	155	7	-	-	PUNCT
ajlm-781	155	8	up	up	NOUN
ajlm-781	155	9	will	will	AUX
ajlm-781	155	10	result	result	VERB
ajlm-781	155	11	in	in	ADP
ajlm-781	155	12	preventable	preventable	ADJ
ajlm-781	155	13	deaths	death	NOUN
ajlm-781	155	14	and	and	CCONJ
ajlm-781	155	15	further	further	ADJ
ajlm-781	155	16	transmission	transmission	NOUN
ajlm-781	155	17	.	.	PUNCT
ajlm-781	156	1	additionally	additionally	ADV
ajlm-781	156	2	,	,	PUNCT
ajlm-781	156	3	skills	skill	NOUN
ajlm-781	156	4	in	in	ADP
ajlm-781	156	5	dealing	deal	VERB
ajlm-781	156	6	with	with	ADP
ajlm-781	156	7	complex	complex	ADJ
ajlm-781	156	8	drug	drug	NOUN
ajlm-781	156	9	interactions	interaction	NOUN
ajlm-781	156	10	and	and	CCONJ
ajlm-781	156	11	adverse	adverse	ADJ
ajlm-781	156	12	events	event	NOUN
ajlm-781	156	13	are	be	AUX
ajlm-781	156	14	available	available	ADJ
ajlm-781	156	15	,	,	PUNCT
ajlm-781	156	16	particularly	particularly	ADV
ajlm-781	156	17	in	in	ADP
ajlm-781	156	18	south	south	PROPN
ajlm-781	156	19	africa	africa	PROPN
ajlm-781	156	20	,	,	PUNCT
ajlm-781	156	21	and	and	CCONJ
ajlm-781	156	22	south	south	ADJ
ajlm-781	156	23	-	-	PUNCT
ajlm-781	156	24	south	south	NOUN
ajlm-781	156	25	collaboration	collaboration	NOUN
ajlm-781	156	26	can	can	AUX
ajlm-781	156	27	facilitate	facilitate	VERB
ajlm-781	156	28	the	the	DET
ajlm-781	156	29	safe	safe	ADJ
ajlm-781	156	30	and	and	CCONJ
ajlm-781	156	31	effective	effective	ADJ
ajlm-781	156	32	introduction	introduction	NOUN
ajlm-781	156	33	of	of	ADP
ajlm-781	156	34	the	the	DET
ajlm-781	156	35	new	new	ADJ
ajlm-781	156	36	agents	agent	NOUN
ajlm-781	156	37	.	.	PUNCT
ajlm-781	157	1	the	the	DET
ajlm-781	157	2	availability	availability	NOUN
ajlm-781	157	3	of	of	ADP
ajlm-781	157	4	a	a	DET
ajlm-781	157	5	second	second	ADJ
ajlm-781	157	6	agent	agent	NOUN
ajlm-781	157	7	–	–	PUNCT
ajlm-781	157	8	delamanid	delamanid	ADJ
ajlm-781	157	9	–	–	PUNCT
ajlm-781	157	10	is	be	AUX
ajlm-781	157	11	another	another	DET
ajlm-781	157	12	promising	promising	ADJ
ajlm-781	157	13	advancement	advancement	NOUN
ajlm-781	157	14	and	and	CCONJ
ajlm-781	157	15	opens	open	VERB
ajlm-781	157	16	the	the	DET
ajlm-781	157	17	way	way	NOUN
ajlm-781	157	18	for	for	SCONJ
ajlm-781	157	19	potentially	potentially	ADV
ajlm-781	157	20	effective	effective	ADJ
ajlm-781	157	21	combination	combination	NOUN
ajlm-781	157	22	therapy	therapy	NOUN
ajlm-781	157	23	to	to	PART
ajlm-781	157	24	be	be	AUX
ajlm-781	157	25	standardised	standardise	VERB
ajlm-781	157	26	for	for	ADP
ajlm-781	157	27	xdr	xdr	PROPN
ajlm-781	157	28	tuberculosis	tuberculosis	NOUN
ajlm-781	157	29	treatment	treatment	NOUN
ajlm-781	157	30	.	.	PUNCT
ajlm-781	158	1	this	this	PRON
ajlm-781	158	2	would	would	AUX
ajlm-781	158	3	simplify	simplify	VERB
ajlm-781	158	4	management	management	NOUN
ajlm-781	158	5	of	of	ADP
ajlm-781	158	6	these	these	DET
ajlm-781	158	7	complex	complex	ADJ
ajlm-781	158	8	cases	case	NOUN
ajlm-781	158	9	,	,	PUNCT
ajlm-781	158	10	especially	especially	ADV
ajlm-781	158	11	for	for	ADP
ajlm-781	158	12	areas	area	NOUN
ajlm-781	158	13	where	where	SCONJ
ajlm-781	158	14	skills	skill	NOUN
ajlm-781	158	15	may	may	AUX
ajlm-781	158	16	be	be	AUX
ajlm-781	158	17	lacking	lack	VERB
ajlm-781	158	18	.	.	PUNCT
ajlm-781	159	1	the	the	DET
ajlm-781	159	2	global	global	ADJ
ajlm-781	159	3	drug	drug	NOUN
ajlm-781	159	4	facility	facility	NOUN
ajlm-781	159	5	is	be	AUX
ajlm-781	159	6	an	an	DET
ajlm-781	159	7	important	important	ADJ
ajlm-781	159	8	mechanism	mechanism	NOUN
ajlm-781	159	9	for	for	ADP
ajlm-781	159	10	access	access	NOUN
ajlm-781	159	11	to	to	ADP
ajlm-781	159	12	new	new	ADJ
ajlm-781	159	13	drugs	drug	NOUN
ajlm-781	159	14	for	for	ADP
ajlm-781	159	15	the	the	DET
ajlm-781	159	16	treatment	treatment	NOUN
ajlm-781	159	17	of	of	ADP
ajlm-781	159	18	drug	drug	NOUN
ajlm-781	159	19	resistant	resistant	ADJ
ajlm-781	159	20	tuberculosis	tuberculosis	NOUN
ajlm-781	159	21	in	in	ADP
ajlm-781	159	22	africa	africa	PROPN
ajlm-781	159	23	and	and	CCONJ
ajlm-781	159	24	can	can	AUX
ajlm-781	159	25	be	be	AUX
ajlm-781	159	26	utilised	utilise	VERB
ajlm-781	159	27	to	to	PART
ajlm-781	159	28	improve	improve	VERB
ajlm-781	159	29	the	the	DET
ajlm-781	159	30	management	management	NOUN
ajlm-781	159	31	of	of	ADP
ajlm-781	159	32	drug	drug	NOUN
ajlm-781	159	33	resistant	resistant	ADJ
ajlm-781	159	34	tuberculosis	tuberculosis	NOUN
ajlm-781	159	35	.	.	PUNCT
ajlm-781	160	1	as	as	SCONJ
ajlm-781	160	2	highlighted	highlight	VERB
ajlm-781	160	3	,	,	PUNCT
ajlm-781	160	4	south	south	ADJ
ajlm-781	160	5	-	-	PUNCT
ajlm-781	160	6	south	south	NOUN
ajlm-781	160	7	collaborations	collaboration	NOUN
ajlm-781	160	8	are	be	AUX
ajlm-781	160	9	important	important	ADJ
ajlm-781	160	10	,	,	PUNCT
ajlm-781	160	11	and	and	CCONJ
ajlm-781	160	12	findings	finding	NOUN
ajlm-781	160	13	reported	report	VERB
ajlm-781	160	14	by	by	ADP
ajlm-781	160	15	cain	cain	PROPN
ajlm-781	160	16	et	et	PROPN
ajlm-781	160	17	al.27	al.27	PROPN
ajlm-781	160	18	demonstrate	demonstrate	VERB
ajlm-781	160	19	the	the	DET
ajlm-781	160	20	impact	impact	NOUN
ajlm-781	160	21	of	of	ADP
ajlm-781	160	22	migration	migration	NOUN
ajlm-781	160	23	and	and	CCONJ
ajlm-781	160	24	management	management	NOUN
ajlm-781	160	25	of	of	ADP
ajlm-781	160	26	drug	drug	NOUN
ajlm-781	160	27	resistant	resistant	ADJ
ajlm-781	160	28	tuberculosis	tuberculosis	NOUN
ajlm-781	160	29	.	.	PUNCT
ajlm-781	161	1	these	these	DET
ajlm-781	161	2	authors	author	NOUN
ajlm-781	161	3	showed	show	VERB
ajlm-781	161	4	that	that	SCONJ
ajlm-781	161	5	a	a	DET
ajlm-781	161	6	large	large	ADJ
ajlm-781	161	7	and	and	CCONJ
ajlm-781	161	8	increasing	increase	VERB
ajlm-781	161	9	case	case	NOUN
ajlm-781	161	10	load	load	NOUN
ajlm-781	161	11	of	of	ADP
ajlm-781	161	12	mdr	mdr	NOUN
ajlm-781	161	13	tuberculosis	tuberculosis	NOUN
ajlm-781	161	14	patients	patient	NOUN
ajlm-781	161	15	from	from	ADP
ajlm-781	161	16	specific	specific	ADJ
ajlm-781	161	17	areas	area	NOUN
ajlm-781	161	18	of	of	ADP
ajlm-781	161	19	somalia	somalia	PROPN
ajlm-781	161	20	crossed	cross	VERB
ajlm-781	161	21	borders	border	NOUN
ajlm-781	161	22	to	to	ADP
ajlm-781	161	23	kenya	kenya	PROPN
ajlm-781	161	24	,	,	PUNCT
ajlm-781	161	25	seeking	seek	VERB
ajlm-781	161	26	care	care	NOUN
ajlm-781	161	27	due	due	ADP
ajlm-781	161	28	to	to	ADP
ajlm-781	161	29	lack	lack	NOUN
ajlm-781	161	30	of	of	ADP
ajlm-781	161	31	services	service	NOUN
ajlm-781	161	32	.	.	PUNCT
ajlm-781	162	1	migration	migration	NOUN
ajlm-781	162	2	is	be	AUX
ajlm-781	162	3	an	an	DET
ajlm-781	162	4	important	important	ADJ
ajlm-781	162	5	contributor	contributor	NOUN
ajlm-781	162	6	to	to	ADP
ajlm-781	162	7	missing	miss	VERB
ajlm-781	162	8	cases	case	NOUN
ajlm-781	162	9	and	and	CCONJ
ajlm-781	162	10	may	may	AUX
ajlm-781	162	11	lead	lead	VERB
ajlm-781	162	12	to	to	ADP
ajlm-781	162	13	poor	poor	ADJ
ajlm-781	162	14	outcomes	outcome	NOUN
ajlm-781	162	15	.	.	PUNCT
ajlm-781	163	1	similar	similar	ADJ
ajlm-781	163	2	migratory	migratory	NOUN
ajlm-781	163	3	behaviour	behaviour	NOUN
ajlm-781	163	4	has	have	AUX
ajlm-781	163	5	been	be	AUX
ajlm-781	163	6	documented	document	VERB
ajlm-781	163	7	in	in	ADP
ajlm-781	163	8	other	other	ADJ
ajlm-781	163	9	regions	region	NOUN
ajlm-781	163	10	on	on	ADP
ajlm-781	163	11	the	the	DET
ajlm-781	163	12	continent	continent	NOUN
ajlm-781	163	13	related	relate	VERB
ajlm-781	163	14	to	to	ADP
ajlm-781	163	15	employment	employment	NOUN
ajlm-781	163	16	seeking	seek	VERB
ajlm-781	163	17	in	in	ADP
ajlm-781	163	18	the	the	DET
ajlm-781	163	19	mining	mining	NOUN
ajlm-781	163	20	sector.28	sector.28	NOUN
ajlm-781	163	21	dealing	deal	VERB
ajlm-781	163	22	with	with	ADP
ajlm-781	163	23	migration	migration	NOUN
ajlm-781	163	24	and	and	CCONJ
ajlm-781	163	25	the	the	DET
ajlm-781	163	26	continuum	continuum	NOUN
ajlm-781	163	27	of	of	ADP
ajlm-781	163	28	care	care	NOUN
ajlm-781	163	29	requires	require	VERB
ajlm-781	163	30	common	common	ADJ
ajlm-781	163	31	standards	standard	NOUN
ajlm-781	163	32	of	of	ADP
ajlm-781	163	33	care	care	NOUN
ajlm-781	163	34	to	to	PART
ajlm-781	163	35	be	be	AUX
ajlm-781	163	36	available	available	ADJ
ajlm-781	163	37	,	,	PUNCT
ajlm-781	163	38	good	good	ADJ
ajlm-781	163	39	communication	communication	NOUN
ajlm-781	163	40	and	and	CCONJ
ajlm-781	163	41	referral	referral	ADJ
ajlm-781	163	42	mechanisms	mechanism	NOUN
ajlm-781	163	43	,	,	PUNCT
ajlm-781	163	44	as	as	ADV
ajlm-781	163	45	well	well	ADV
ajlm-781	163	46	as	as	ADP
ajlm-781	163	47	a	a	DET
ajlm-781	163	48	unique	unique	ADJ
ajlm-781	163	49	identifier	identifier	NOUN
ajlm-781	163	50	to	to	PART
ajlm-781	163	51	link	link	VERB
ajlm-781	163	52	patients	patient	NOUN
ajlm-781	163	53	across	across	ADP
ajlm-781	163	54	countries	country	NOUN
ajlm-781	163	55	and	and	CCONJ
ajlm-781	163	56	regions	region	NOUN
ajlm-781	163	57	.	.	PUNCT
ajlm-781	164	1	although	although	SCONJ
ajlm-781	164	2	this	this	DET
ajlm-781	164	3	issue	issue	NOUN
ajlm-781	164	4	has	have	AUX
ajlm-781	164	5	received	receive	VERB
ajlm-781	164	6	some	some	DET
ajlm-781	164	7	attention	attention	NOUN
ajlm-781	164	8	from	from	ADP
ajlm-781	164	9	the	the	DET
ajlm-781	164	10	regions	region	NOUN
ajlm-781	164	11	,	,	PUNCT
ajlm-781	164	12	the	the	DET
ajlm-781	164	13	impetus	impetus	NOUN
ajlm-781	164	14	has	have	AUX
ajlm-781	164	15	been	be	AUX
ajlm-781	164	16	slow	slow	ADJ
ajlm-781	164	17	and	and	CCONJ
ajlm-781	164	18	coordination	coordination	NOUN
ajlm-781	164	19	weak	weak	ADJ
ajlm-781	164	20	.	.	PUNCT
ajlm-781	165	1	the	the	DET
ajlm-781	165	2	launch	launch	NOUN
ajlm-781	165	3	of	of	ADP
ajlm-781	165	4	the	the	DET
ajlm-781	165	5	africa	africa	PROPN
ajlm-781	165	6	centres	centre	NOUN
ajlm-781	165	7	for	for	ADP
ajlm-781	165	8	disease	disease	NOUN
ajlm-781	165	9	control	control	NOUN
ajlm-781	165	10	as	as	ADV
ajlm-781	165	11	well	well	ADV
ajlm-781	165	12	as	as	ADP
ajlm-781	165	13	prevention	prevention	NOUN
ajlm-781	165	14	and	and	CCONJ
ajlm-781	165	15	its	its	PRON
ajlm-781	165	16	regional	regional	ADJ
ajlm-781	165	17	collaborating	collaborate	VERB
ajlm-781	165	18	centres	centre	NOUN
ajlm-781	165	19	and	and	CCONJ
ajlm-781	165	20	target	target	VERB
ajlm-781	165	21	national	national	ADJ
ajlm-781	165	22	public	public	ADJ
ajlm-781	165	23	health	health	NOUN
ajlm-781	165	24	institutes	institutes	NOUN
ajlm-781	165	25	does	do	AUX
ajlm-781	165	26	offer	offer	VERB
ajlm-781	165	27	a	a	DET
ajlm-781	165	28	potential	potential	ADJ
ajlm-781	165	29	coordination	coordination	NOUN
ajlm-781	165	30	mechanism	mechanism	NOUN
ajlm-781	165	31	and	and	CCONJ
ajlm-781	165	32	should	should	AUX
ajlm-781	165	33	be	be	AUX
ajlm-781	165	34	prioritised	prioritise	VERB
ajlm-781	165	35	.	.	PUNCT
ajlm-781	166	1	the	the	DET
ajlm-781	166	2	innovation	innovation	NOUN
ajlm-781	166	3	in	in	ADP
ajlm-781	166	4	laboratory	laboratory	NOUN
ajlm-781	166	5	engineered	engineer	VERB
ajlm-781	166	6	accelerated	accelerate	VERB
ajlm-781	166	7	diagnostics	diagnostic	NOUN
ajlm-781	166	8	project	project	NOUN
ajlm-781	166	9	is	be	AUX
ajlm-781	166	10	a	a	DET
ajlm-781	166	11	new	new	ADJ
ajlm-781	166	12	initiative	initiative	NOUN
ajlm-781	166	13	and	and	CCONJ
ajlm-781	166	14	will	will	AUX
ajlm-781	166	15	use	use	VERB
ajlm-781	166	16	biometrics29	biometrics29	NOUN
ajlm-781	166	17	as	as	ADP
ajlm-781	166	18	the	the	DET
ajlm-781	166	19	unique	unique	ADJ
ajlm-781	166	20	patient	patient	ADJ
ajlm-781	166	21	identifier	identifier	NOUN
ajlm-781	166	22	across	across	ADP
ajlm-781	166	23	regions	region	NOUN
ajlm-781	166	24	.	.	PUNCT
ajlm-781	167	1	if	if	SCONJ
ajlm-781	167	2	successful	successful	ADJ
ajlm-781	167	3	,	,	PUNCT
ajlm-781	167	4	it	it	PRON
ajlm-781	167	5	will	will	AUX
ajlm-781	167	6	provide	provide	VERB
ajlm-781	167	7	a	a	DET
ajlm-781	167	8	model	model	NOUN
ajlm-781	167	9	to	to	PART
ajlm-781	167	10	allow	allow	VERB
ajlm-781	167	11	patients	patient	NOUN
ajlm-781	167	12	to	to	PART
ajlm-781	167	13	be	be	AUX
ajlm-781	167	14	managed	manage	VERB
ajlm-781	167	15	through	through	ADP
ajlm-781	167	16	care	care	NOUN
ajlm-781	167	17	irrespective	irrespective	ADV
ajlm-781	167	18	of	of	ADP
ajlm-781	167	19	where	where	SCONJ
ajlm-781	167	20	they	they	PRON
ajlm-781	167	21	are	be	AUX
ajlm-781	167	22	diagnosed	diagnose	VERB
ajlm-781	167	23	.	.	PUNCT
ajlm-781	168	1	ending	end	VERB
ajlm-781	168	2	tuberculosis	tuberculosis	NOUN
ajlm-781	168	3	and	and	CCONJ
ajlm-781	168	4	specifically	specifically	ADV
ajlm-781	168	5	drug	drug	NOUN
ajlm-781	168	6	resistant	resistant	ADJ
ajlm-781	168	7	tuberculosis	tuberculosis	NOUN
ajlm-781	168	8	can	can	AUX
ajlm-781	168	9	not	not	PART
ajlm-781	168	10	be	be	AUX
ajlm-781	168	11	fully	fully	ADV
ajlm-781	168	12	realised	realise	VERB
ajlm-781	168	13	without	without	ADP
ajlm-781	168	14	dealing	deal	VERB
ajlm-781	168	15	with	with	ADP
ajlm-781	168	16	hiv	hiv	PROPN
ajlm-781	168	17	infection	infection	NOUN
ajlm-781	168	18	and	and	CCONJ
ajlm-781	168	19	disease	disease	NOUN
ajlm-781	168	20	.	.	PUNCT
ajlm-781	169	1	hiv	hiv	PROPN
ajlm-781	169	2	/	/	SYM
ajlm-781	169	3	aids	aids	PROPN
ajlm-781	169	4	is	be	AUX
ajlm-781	169	5	a	a	DET
ajlm-781	169	6	major	major	ADJ
ajlm-781	169	7	contributor	contributor	NOUN
ajlm-781	169	8	to	to	ADP
ajlm-781	169	9	the	the	DET
ajlm-781	169	10	burden	burden	NOUN
ajlm-781	169	11	of	of	ADP
ajlm-781	169	12	both	both	PRON
ajlm-781	169	13	tuberculosis	tuberculosis	NOUN
ajlm-781	169	14	and	and	CCONJ
ajlm-781	169	15	drug	drug	NOUN
ajlm-781	169	16	resistant	resistant	ADJ
ajlm-781	169	17	tuberculosis	tuberculosis	NOUN
ajlm-781	169	18	,	,	PUNCT
ajlm-781	169	19	and	and	CCONJ
ajlm-781	169	20	current	current	ADJ
ajlm-781	169	21	efforts	effort	NOUN
ajlm-781	169	22	at	at	ADP
ajlm-781	169	23	also	also	ADV
ajlm-781	169	24	ending	end	VERB
ajlm-781	169	25	hiv	hiv	PROPN
ajlm-781	169	26	are	be	AUX
ajlm-781	169	27	encouraging	encouraging	ADJ
ajlm-781	169	28	.	.	PUNCT
ajlm-781	170	1	achieving	achieve	VERB
ajlm-781	170	2	viral	viral	ADJ
ajlm-781	170	3	suppression	suppression	NOUN
ajlm-781	170	4	at	at	ADP
ajlm-781	170	5	a	a	DET
ajlm-781	170	6	population	population	NOUN
ajlm-781	170	7	level	level	NOUN
ajlm-781	170	8	is	be	AUX
ajlm-781	170	9	an	an	DET
ajlm-781	170	10	important	important	ADJ
ajlm-781	170	11	tuberculosis	tuberculosis	NOUN
ajlm-781	170	12	prevention	prevention	NOUN
ajlm-781	170	13	strategy	strategy	NOUN
ajlm-781	170	14	and	and	CCONJ
ajlm-781	170	15	will	will	AUX
ajlm-781	170	16	likely	likely	ADV
ajlm-781	170	17	lead	lead	VERB
ajlm-781	170	18	to	to	ADP
ajlm-781	170	19	continued	continue	VERB
ajlm-781	170	20	declines	decline	NOUN
ajlm-781	170	21	in	in	ADP
ajlm-781	170	22	hiv	hiv	PROPN
ajlm-781	170	23	-	-	PUNCT
ajlm-781	170	24	associated	associate	VERB
ajlm-781	170	25	tuberculosis	tuberculosis	NOUN
ajlm-781	170	26	and	and	CCONJ
ajlm-781	170	27	drug	drug	NOUN
ajlm-781	170	28	resistant	resistant	ADJ
ajlm-781	170	29	tuberculosis	tuberculosis	NOUN
ajlm-781	170	30	.	.	PUNCT
ajlm-781	171	1	this	this	PRON
ajlm-781	171	2	would	would	AUX
ajlm-781	171	3	,	,	PUNCT
ajlm-781	171	4	however	however	ADV
ajlm-781	171	5	,	,	PUNCT
ajlm-781	171	6	result	result	VERB
ajlm-781	171	7	in	in	ADP
ajlm-781	171	8	a	a	DET
ajlm-781	171	9	relatively	relatively	ADV
ajlm-781	171	10	higher	high	ADJ
ajlm-781	171	11	proportion	proportion	NOUN
ajlm-781	171	12	of	of	ADP
ajlm-781	171	13	hiv	hiv	NOUN
ajlm-781	171	14	-	-	PUNCT
ajlm-781	171	15	negative	negative	ADJ
ajlm-781	171	16	tuberculosis	tuberculosis	NOUN
ajlm-781	171	17	and	and	CCONJ
ajlm-781	171	18	drug	drug	NOUN
ajlm-781	171	19	resistant	resistant	ADJ
ajlm-781	171	20	tuberculosis	tuberculosis	NOUN
ajlm-781	171	21	.	.	PUNCT
ajlm-781	172	1	this	this	DET
ajlm-781	172	2	group	group	NOUN
ajlm-781	172	3	is	be	AUX
ajlm-781	172	4	less	less	ADV
ajlm-781	172	5	likely	likely	ADJ
ajlm-781	172	6	to	to	PART
ajlm-781	172	7	die	die	VERB
ajlm-781	172	8	and	and	CCONJ
ajlm-781	172	9	,	,	PUNCT
ajlm-781	172	10	consequently	consequently	ADV
ajlm-781	172	11	,	,	PUNCT
ajlm-781	172	12	can	can	AUX
ajlm-781	172	13	transmit	transmit	VERB
ajlm-781	172	14	for	for	ADP
ajlm-781	172	15	longer	long	ADJ
ajlm-781	172	16	periods	period	NOUN
ajlm-781	172	17	.	.	PUNCT
ajlm-781	173	1	thus	thus	ADV
ajlm-781	173	2	,	,	PUNCT
ajlm-781	173	3	missing	miss	VERB
ajlm-781	173	4	such	such	ADJ
ajlm-781	173	5	cases	case	NOUN
ajlm-781	173	6	will	will	AUX
ajlm-781	173	7	have	have	VERB
ajlm-781	173	8	long	long	ADJ
ajlm-781	173	9	-	-	PUNCT
ajlm-781	173	10	term	term	NOUN
ajlm-781	173	11	consequences	consequence	NOUN
ajlm-781	173	12	,	,	PUNCT
ajlm-781	173	13	and	and	CCONJ
ajlm-781	173	14	messages	message	NOUN
ajlm-781	173	15	to	to	PART
ajlm-781	173	16	ensure	ensure	VERB
ajlm-781	173	17	this	this	DET
ajlm-781	173	18	group	group	NOUN
ajlm-781	173	19	is	be	AUX
ajlm-781	173	20	also	also	ADV
ajlm-781	173	21	investigated	investigate	VERB
ajlm-781	173	22	will	will	AUX
ajlm-781	173	23	be	be	AUX
ajlm-781	173	24	increasingly	increasingly	ADV
ajlm-781	173	25	important	important	ADJ
ajlm-781	173	26	.	.	PUNCT
ajlm-781	174	1	another	another	DET
ajlm-781	174	2	issue	issue	NOUN
ajlm-781	174	3	that	that	PRON
ajlm-781	174	4	should	should	AUX
ajlm-781	174	5	be	be	AUX
ajlm-781	174	6	appreciated	appreciate	VERB
ajlm-781	174	7	is	be	AUX
ajlm-781	174	8	that	that	SCONJ
ajlm-781	174	9	the	the	DET
ajlm-781	174	10	burden	burden	NOUN
ajlm-781	174	11	of	of	ADP
ajlm-781	174	12	tuberculosis	tuberculosis	NOUN
ajlm-781	174	13	and	and	CCONJ
ajlm-781	174	14	drug	drug	NOUN
ajlm-781	174	15	resistant	resistant	ADJ
ajlm-781	174	16	tuberculosis	tuberculosis	NOUN
ajlm-781	174	17	has	have	AUX
ajlm-781	174	18	for	for	ADP
ajlm-781	174	19	many	many	ADJ
ajlm-781	174	20	years	year	NOUN
ajlm-781	174	21	exceeded	exceed	VERB
ajlm-781	174	22	the	the	DET
ajlm-781	174	23	existing	exist	VERB
ajlm-781	174	24	medical	medical	ADJ
ajlm-781	174	25	care	care	NOUN
ajlm-781	174	26	capacity	capacity	NOUN
ajlm-781	174	27	,	,	PUNCT
ajlm-781	174	28	leading	lead	VERB
ajlm-781	174	29	to	to	ADP
ajlm-781	174	30	failures	failure	NOUN
ajlm-781	174	31	in	in	ADP
ajlm-781	174	32	health	health	NOUN
ajlm-781	174	33	delivery	delivery	NOUN
ajlm-781	174	34	.	.	PUNCT
ajlm-781	175	1	in	in	ADP
ajlm-781	175	2	spite	spite	NOUN
ajlm-781	175	3	of	of	ADP
ajlm-781	175	4	this	this	PRON
ajlm-781	175	5	,	,	PUNCT
ajlm-781	175	6	the	the	DET
ajlm-781	175	7	declines	decline	NOUN
ajlm-781	175	8	seen	see	VERB
ajlm-781	175	9	offer	offer	VERB
ajlm-781	175	10	a	a	DET
ajlm-781	175	11	window	window	NOUN
ajlm-781	175	12	of	of	ADP
ajlm-781	175	13	hope	hope	NOUN
ajlm-781	175	14	where	where	SCONJ
ajlm-781	175	15	the	the	DET
ajlm-781	175	16	developed	develop	VERB
ajlm-781	175	17	capacity	capacity	NOUN
ajlm-781	175	18	and	and	CCONJ
ajlm-781	175	19	burden	burden	NOUN
ajlm-781	175	20	may	may	AUX
ajlm-781	175	21	align	align	VERB
ajlm-781	175	22	once	once	ADV
ajlm-781	175	23	again	again	ADV
ajlm-781	175	24	.	.	PUNCT
ajlm-781	176	1	thus	thus	ADV
ajlm-781	176	2	,	,	PUNCT
ajlm-781	176	3	the	the	DET
ajlm-781	176	4	need	need	NOUN
ajlm-781	176	5	to	to	PART
ajlm-781	176	6	maintain	maintain	VERB
ajlm-781	176	7	funding	funding	NOUN
ajlm-781	176	8	and	and	CCONJ
ajlm-781	176	9	capacity	capacity	NOUN
ajlm-781	176	10	during	during	ADP
ajlm-781	176	11	this	this	DET
ajlm-781	176	12	period	period	NOUN
ajlm-781	176	13	is	be	AUX
ajlm-781	176	14	needed	need	VERB
ajlm-781	176	15	if	if	SCONJ
ajlm-781	176	16	we	we	PRON
ajlm-781	176	17	are	be	AUX
ajlm-781	176	18	to	to	PART
ajlm-781	176	19	end	end	VERB
ajlm-781	176	20	tuberculosis	tuberculosis	NOUN
ajlm-781	176	21	by	by	ADP
ajlm-781	176	22	2035	2035	NUM
ajlm-781	176	23	.	.	PUNCT
ajlm-781	177	1	limitations	limitation	NOUN
ajlm-781	177	2	it	it	PRON
ajlm-781	177	3	is	be	AUX
ajlm-781	177	4	important	important	ADJ
ajlm-781	177	5	to	to	PART
ajlm-781	177	6	contextualise	contextualise	VERB
ajlm-781	177	7	the	the	DET
ajlm-781	177	8	limitations	limitation	NOUN
ajlm-781	177	9	of	of	ADP
ajlm-781	177	10	this	this	DET
ajlm-781	177	11	analysis	analysis	NOUN
ajlm-781	177	12	.	.	PUNCT
ajlm-781	178	1	the	the	DET
ajlm-781	178	2	data	datum	NOUN
ajlm-781	178	3	used	use	VERB
ajlm-781	178	4	were	be	AUX
ajlm-781	178	5	taken	take	VERB
ajlm-781	178	6	from	from	ADP
ajlm-781	178	7	the	the	DET
ajlm-781	178	8	who	who	PRON
ajlm-781	178	9	global	global	ADJ
ajlm-781	178	10	tuberculosis	tuberculosis	NOUN
ajlm-781	178	11	database	database	NOUN
ajlm-781	178	12	,	,	PUNCT
ajlm-781	178	13	which	which	PRON
ajlm-781	178	14	derived	derive	VERB
ajlm-781	178	15	data	datum	NOUN
ajlm-781	178	16	from	from	ADP
ajlm-781	178	17	countries	country	NOUN
ajlm-781	178	18	through	through	ADP
ajlm-781	178	19	unverified	unverified	ADJ
ajlm-781	178	20	self	self	NOUN
ajlm-781	178	21	-	-	PUNCT
ajlm-781	178	22	reporting	reporting	NOUN
ajlm-781	178	23	.	.	PUNCT
ajlm-781	179	1	countries	country	NOUN
ajlm-781	179	2	are	be	AUX
ajlm-781	179	3	usually	usually	ADV
ajlm-781	179	4	given	give	VERB
ajlm-781	179	5	time	time	NOUN
ajlm-781	179	6	to	to	PART
ajlm-781	179	7	verify	verify	VERB
ajlm-781	179	8	their	their	PRON
ajlm-781	179	9	data	datum	NOUN
ajlm-781	179	10	before	before	ADP
ajlm-781	179	11	submission	submission	NOUN
ajlm-781	179	12	and	and	CCONJ
ajlm-781	179	13	,	,	PUNCT
ajlm-781	179	14	in	in	ADP
ajlm-781	179	15	addition	addition	NOUN
ajlm-781	179	16	,	,	PUNCT
ajlm-781	179	17	anomalies	anomaly	NOUN
ajlm-781	179	18	identified	identify	VERB
ajlm-781	179	19	by	by	ADP
ajlm-781	179	20	who	who	PRON
ajlm-781	179	21	result	result	VERB
ajlm-781	179	22	in	in	ADP
ajlm-781	179	23	queries	query	NOUN
ajlm-781	179	24	sent	send	VERB
ajlm-781	179	25	back	back	ADV
ajlm-781	179	26	to	to	ADP
ajlm-781	179	27	countries	country	NOUN
ajlm-781	179	28	for	for	ADP
ajlm-781	179	29	checking	check	VERB
ajlm-781	179	30	before	before	SCONJ
ajlm-781	179	31	the	the	DET
ajlm-781	179	32	data	datum	NOUN
ajlm-781	179	33	are	be	AUX
ajlm-781	179	34	accepted	accept	VERB
ajlm-781	179	35	.	.	PUNCT
ajlm-781	180	1	additionally	additionally	ADV
ajlm-781	180	2	,	,	PUNCT
ajlm-781	180	3	the	the	DET
ajlm-781	180	4	estimates	estimate	NOUN
ajlm-781	180	5	included	include	VERB
ajlm-781	180	6	are	be	AUX
ajlm-781	180	7	based	base	VERB
ajlm-781	180	8	on	on	ADP
ajlm-781	180	9	established	establish	VERB
ajlm-781	180	10	mathematical	mathematical	ADJ
ajlm-781	180	11	models	model	NOUN
ajlm-781	180	12	adopted	adopt	VERB
ajlm-781	180	13	for	for	ADP
ajlm-781	180	14	use	use	NOUN
ajlm-781	180	15	by	by	ADP
ajlm-781	180	16	who	who	PRON
ajlm-781	180	17	and	and	CCONJ
ajlm-781	180	18	are	be	AUX
ajlm-781	180	19	inherently	inherently	ADV
ajlm-781	180	20	influenced	influence	VERB
ajlm-781	180	21	by	by	ADP
ajlm-781	180	22	the	the	DET
ajlm-781	180	23	assumptions	assumption	NOUN
ajlm-781	180	24	applied	apply	VERB
ajlm-781	180	25	to	to	ADP
ajlm-781	180	26	the	the	DET
ajlm-781	180	27	model	model	NOUN
ajlm-781	180	28	.	.	PUNCT
ajlm-781	181	1	the	the	DET
ajlm-781	181	2	wide	wide	ADJ
ajlm-781	181	3	confidence	confidence	NOUN
ajlm-781	181	4	intervals	interval	NOUN
ajlm-781	181	5	account	account	VERB
ajlm-781	181	6	for	for	ADP
ajlm-781	181	7	the	the	DET
ajlm-781	181	8	uncertainty	uncertainty	NOUN
ajlm-781	181	9	in	in	ADP
ajlm-781	181	10	deriving	derive	VERB
ajlm-781	181	11	these	these	DET
ajlm-781	181	12	estimates	estimate	NOUN
ajlm-781	181	13	.	.	PUNCT
ajlm-781	182	1	conclusion	conclusion	NOUN
ajlm-781	182	2	drug	drug	NOUN
ajlm-781	182	3	resistant	resistant	ADJ
ajlm-781	182	4	tuberculosis	tuberculosis	NOUN
ajlm-781	182	5	is	be	AUX
ajlm-781	182	6	difficult	difficult	ADJ
ajlm-781	182	7	to	to	PART
ajlm-781	182	8	manage	manage	VERB
ajlm-781	182	9	even	even	ADV
ajlm-781	182	10	in	in	ADP
ajlm-781	182	11	the	the	DET
ajlm-781	182	12	best	good	ADJ
ajlm-781	182	13	of	of	ADP
ajlm-781	182	14	environments	environment	NOUN
ajlm-781	182	15	and	and	CCONJ
ajlm-781	182	16	is	be	AUX
ajlm-781	182	17	likely	likely	ADJ
ajlm-781	182	18	to	to	PART
ajlm-781	182	19	pose	pose	VERB
ajlm-781	182	20	a	a	DET
ajlm-781	182	21	major	major	ADJ
ajlm-781	182	22	challenge	challenge	NOUN
ajlm-781	182	23	for	for	ADP
ajlm-781	182	24	africa	africa	PROPN
ajlm-781	182	25	as	as	SCONJ
ajlm-781	182	26	it	it	PRON
ajlm-781	182	27	works	work	VERB
ajlm-781	182	28	toward	toward	ADP
ajlm-781	182	29	achieving	achieve	VERB
ajlm-781	182	30	the	the	PRON
ajlm-781	182	31	who	who	PRON
ajlm-781	182	32	end	end	VERB
ajlm-781	182	33	tb	tb	ADP
ajlm-781	182	34	strategy	strategy	NOUN
ajlm-781	182	35	targets	target	NOUN
ajlm-781	182	36	.	.	PUNCT
ajlm-781	183	1	any	any	DET
ajlm-781	183	2	delays	delay	NOUN
ajlm-781	183	3	in	in	ADP
ajlm-781	183	4	addressing	address	VERB
ajlm-781	183	5	drug	drug	NOUN
ajlm-781	183	6	resistant	resistant	ADJ
ajlm-781	183	7	tuberculosis	tuberculosis	NOUN
ajlm-781	183	8	will	will	AUX
ajlm-781	183	9	mean	mean	VERB
ajlm-781	183	10	lost	lose	VERB
ajlm-781	183	11	ground	ground	NOUN
ajlm-781	183	12	,	,	PUNCT
ajlm-781	183	13	which	which	PRON
ajlm-781	183	14	will	will	AUX
ajlm-781	183	15	make	make	VERB
ajlm-781	183	16	the	the	DET
ajlm-781	183	17	challenge	challenge	NOUN
ajlm-781	183	18	even	even	ADV
ajlm-781	183	19	greater	great	ADJ
ajlm-781	183	20	.	.	PUNCT
ajlm-781	184	1	our	our	PRON
ajlm-781	184	2	ability	ability	NOUN
ajlm-781	184	3	to	to	PART
ajlm-781	184	4	end	end	VERB
ajlm-781	184	5	tuberculosis	tuberculosis	NOUN
ajlm-781	184	6	and	and	CCONJ
ajlm-781	184	7	,	,	PUNCT
ajlm-781	184	8	specifically	specifically	ADV
ajlm-781	184	9	,	,	PUNCT
ajlm-781	184	10	drug	drug	NOUN
ajlm-781	184	11	resistant	resistant	ADJ
ajlm-781	184	12	tuberculosis	tuberculosis	NOUN
ajlm-781	184	13	,	,	PUNCT
ajlm-781	184	14	by	by	ADP
ajlm-781	184	15	2035	2035	NUM
ajlm-781	184	16	will	will	AUX
ajlm-781	184	17	require	require	VERB
ajlm-781	184	18	a	a	DET
ajlm-781	184	19	major	major	ADJ
ajlm-781	184	20	uphill	uphill	ADJ
ajlm-781	184	21	effort	effort	NOUN
ajlm-781	184	22	,	,	PUNCT
ajlm-781	184	23	but	but	CCONJ
ajlm-781	184	24	it	it	PRON
ajlm-781	184	25	is	be	AUX
ajlm-781	184	26	achievable	achievable	ADJ
ajlm-781	184	27	given	give	VERB
ajlm-781	184	28	the	the	DET
ajlm-781	184	29	right	right	ADJ
ajlm-781	184	30	strategic	strategic	ADJ
ajlm-781	184	31	focus	focus	NOUN
ajlm-781	184	32	complemented	complement	VERB
ajlm-781	184	33	by	by	ADP
ajlm-781	184	34	strong	strong	ADJ
ajlm-781	184	35	leadership	leadership	NOUN
ajlm-781	184	36	and	and	CCONJ
ajlm-781	184	37	adequate	adequate	ADJ
ajlm-781	184	38	resources	resource	NOUN
ajlm-781	184	39	.	.	PUNCT
ajlm-781	185	1	the	the	DET
ajlm-781	185	2	adage	adage	NOUN
ajlm-781	185	3	‘	'	PUNCT
ajlm-781	185	4	know	know	VERB
ajlm-781	185	5	your	your	PRON
ajlm-781	185	6	epidemic	epidemic	NOUN
ajlm-781	185	7	,	,	PUNCT
ajlm-781	185	8	and	and	CCONJ
ajlm-781	185	9	know	know	VERB
ajlm-781	185	10	your	your	PRON
ajlm-781	185	11	response	response	NOUN
ajlm-781	185	12	’	'	PUNCT
ajlm-781	185	13	serves	serve	VERB
ajlm-781	185	14	as	as	ADP
ajlm-781	185	15	a	a	DET
ajlm-781	185	16	guiding	guide	VERB
ajlm-781	185	17	principle	principle	NOUN
ajlm-781	185	18	leading	lead	VERB
ajlm-781	185	19	up	up	ADP
ajlm-781	185	20	to	to	ADP
ajlm-781	185	21	2035	2035	NUM
ajlm-781	185	22	and	and	CCONJ
ajlm-781	185	23	we	we	PRON
ajlm-781	185	24	have	have	AUX
ajlm-781	185	25	provided	provide	VERB
ajlm-781	185	26	detailed	detailed	ADJ
ajlm-781	185	27	data	datum	NOUN
ajlm-781	185	28	clearly	clearly	ADV
ajlm-781	185	29	highlighting	highlight	VERB
ajlm-781	185	30	areas	area	NOUN
ajlm-781	185	31	of	of	ADP
ajlm-781	185	32	success	success	NOUN
ajlm-781	185	33	and	and	CCONJ
ajlm-781	185	34	failure	failure	NOUN
ajlm-781	185	35	.	.	PUNCT
ajlm-781	186	1	it	it	PRON
ajlm-781	186	2	is	be	AUX
ajlm-781	186	3	clear	clear	ADJ
ajlm-781	186	4	that	that	SCONJ
ajlm-781	186	5	the	the	DET
ajlm-781	186	6	burden	burden	NOUN
ajlm-781	186	7	is	be	AUX
ajlm-781	186	8	highly	highly	ADV
ajlm-781	186	9	heterogeneous	heterogeneous	ADJ
ajlm-781	186	10	,	,	PUNCT
ajlm-781	186	11	and	and	CCONJ
ajlm-781	186	12	focusing	focus	VERB
ajlm-781	186	13	on	on	ADP
ajlm-781	186	14	key	key	ADJ
ajlm-781	186	15	countries	country	NOUN
ajlm-781	186	16	will	will	AUX
ajlm-781	186	17	be	be	AUX
ajlm-781	186	18	greatly	greatly	ADV
ajlm-781	186	19	rewarding	rewarding	ADJ
ajlm-781	186	20	,	,	PUNCT
ajlm-781	186	21	if	if	SCONJ
ajlm-781	186	22	available	available	ADJ
ajlm-781	186	23	resources	resource	NOUN
ajlm-781	186	24	are	be	AUX
ajlm-781	186	25	used	use	VERB
ajlm-781	186	26	wisely	wisely	ADV
ajlm-781	186	27	.	.	PUNCT
ajlm-781	187	1	gaps	gap	NOUN
ajlm-781	187	2	in	in	ADP
ajlm-781	187	3	data	datum	NOUN
ajlm-781	187	4	are	be	AUX
ajlm-781	187	5	also	also	ADV
ajlm-781	187	6	large	large	ADJ
ajlm-781	187	7	and	and	CCONJ
ajlm-781	187	8	certainty	certainty	NOUN
ajlm-781	187	9	needs	need	VERB
ajlm-781	187	10	to	to	PART
ajlm-781	187	11	be	be	AUX
ajlm-781	187	12	achieved	achieve	VERB
ajlm-781	187	13	on	on	ADP
ajlm-781	187	14	the	the	DET
ajlm-781	187	15	true	true	ADJ
ajlm-781	187	16	burden	burden	NOUN
ajlm-781	187	17	of	of	ADP
ajlm-781	187	18	tuberculosis	tuberculosis	NOUN
ajlm-781	187	19	and	and	CCONJ
ajlm-781	187	20	drug	drug	NOUN
ajlm-781	187	21	resistant	resistant	ADJ
ajlm-781	187	22	tuberculosis	tuberculosis	NOUN
ajlm-781	187	23	throughout	throughout	ADP
ajlm-781	187	24	the	the	DET
ajlm-781	187	25	continent	continent	NOUN
ajlm-781	187	26	.	.	PUNCT
ajlm-781	188	1	experience	experience	NOUN
ajlm-781	188	2	gained	gain	VERB
ajlm-781	188	3	in	in	ADP
ajlm-781	188	4	addressing	address	VERB
ajlm-781	188	5	the	the	DET
ajlm-781	188	6	deficiencies	deficiency	NOUN
ajlm-781	188	7	identified	identify	VERB
ajlm-781	188	8	here	here	ADV
ajlm-781	188	9	could	could	AUX
ajlm-781	188	10	influence	influence	VERB
ajlm-781	188	11	prioritisation	prioritisation	NOUN
ajlm-781	188	12	within	within	ADP
ajlm-781	188	13	the	the	DET
ajlm-781	188	14	tuberculosis	tuberculosis	NOUN
ajlm-781	188	15	control	control	NOUN
ajlm-781	188	16	programme	programme	NOUN
ajlm-781	188	17	in	in	ADP
ajlm-781	188	18	the	the	DET
ajlm-781	188	19	future	future	NOUN
ajlm-781	188	20	.	.	PUNCT
ajlm-781	189	1	the	the	DET
ajlm-781	189	2	advent	advent	NOUN
ajlm-781	189	3	of	of	ADP
ajlm-781	189	4	new	new	ADJ
ajlm-781	189	5	and	and	CCONJ
ajlm-781	189	6	improved	improved	ADJ
ajlm-781	189	7	diagnostics	diagnostic	NOUN
ajlm-781	189	8	constitutes	constitute	VERB
ajlm-781	189	9	a	a	DET
ajlm-781	189	10	major	major	ADJ
ajlm-781	189	11	advancement	advancement	NOUN
ajlm-781	189	12	,	,	PUNCT
ajlm-781	189	13	although	although	SCONJ
ajlm-781	189	14	adoption	adoption	NOUN
ajlm-781	189	15	has	have	AUX
ajlm-781	189	16	not	not	PART
ajlm-781	189	17	been	be	AUX
ajlm-781	189	18	aggressive	aggressive	ADJ
ajlm-781	189	19	enough	enough	ADV
ajlm-781	189	20	in	in	ADP
ajlm-781	189	21	many	many	ADJ
ajlm-781	189	22	parts	part	NOUN
ajlm-781	189	23	of	of	ADP
ajlm-781	189	24	africa	africa	PROPN
ajlm-781	189	25	,	,	PUNCT
ajlm-781	189	26	and	and	CCONJ
ajlm-781	189	27	this	this	PRON
ajlm-781	189	28	needs	need	VERB
ajlm-781	189	29	greater	great	ADJ
ajlm-781	189	30	impetus	impetus	NOUN
ajlm-781	189	31	.	.	PUNCT
ajlm-781	190	1	despite	despite	SCONJ
ajlm-781	190	2	shortcomings	shortcoming	NOUN
ajlm-781	190	3	as	as	ADP
ajlm-781	190	4	a	a	DET
ajlm-781	190	5	continent	continent	NOUN
ajlm-781	190	6	,	,	PUNCT
ajlm-781	190	7	african	african	ADJ
ajlm-781	190	8	countries	country	NOUN
ajlm-781	190	9	have	have	AUX
ajlm-781	190	10	played	play	VERB
ajlm-781	190	11	a	a	DET
ajlm-781	190	12	leading	leading	ADJ
ajlm-781	190	13	role	role	NOUN
ajlm-781	190	14	for	for	ADP
ajlm-781	190	15	both	both	CCONJ
ajlm-781	190	16	the	the	DET
ajlm-781	190	17	evaluation	evaluation	NOUN
ajlm-781	190	18	of	of	ADP
ajlm-781	190	19	drug	drug	NOUN
ajlm-781	190	20	resistant	resistant	ADJ
ajlm-781	190	21	tuberculosis	tuberculosis	PRON
ajlm-781	190	22	diagnostic	diagnostic	ADJ
ajlm-781	190	23	tools	tool	NOUN
ajlm-781	190	24	and	and	CCONJ
ajlm-781	190	25	treatment	treatment	NOUN
ajlm-781	190	26	options	option	NOUN
ajlm-781	190	27	,	,	PUNCT
ajlm-781	190	28	which	which	PRON
ajlm-781	190	29	include	include	VERB
ajlm-781	190	30	the	the	DET
ajlm-781	190	31	short	short	ADJ
ajlm-781	190	32	regimen	regiman	NOUN
ajlm-781	190	33	and	and	CCONJ
ajlm-781	190	34	bedaquiline	bedaquiline	NOUN
ajlm-781	190	35	.	.	PUNCT
ajlm-781	191	1	these	these	DET
ajlm-781	191	2	findings	finding	NOUN
ajlm-781	191	3	need	need	VERB
ajlm-781	191	4	to	to	PART
ajlm-781	191	5	move	move	VERB
ajlm-781	191	6	to	to	PART
ajlm-781	191	7	scale	scale	VERB
ajlm-781	191	8	rapidly	rapidly	ADV
ajlm-781	191	9	for	for	SCONJ
ajlm-781	191	10	us	we	PRON
ajlm-781	191	11	to	to	PART
ajlm-781	191	12	accelerate	accelerate	VERB
ajlm-781	191	13	progress	progress	NOUN
ajlm-781	191	14	in	in	ADP
ajlm-781	191	15	dealing	deal	VERB
ajlm-781	191	16	with	with	ADP
ajlm-781	191	17	drug	drug	NOUN
ajlm-781	191	18	resistant	resistant	ADJ
ajlm-781	191	19	tuberculosis	tuberculosis	NOUN
ajlm-781	191	20	and	and	CCONJ
ajlm-781	191	21	ultimately	ultimately	ADV
ajlm-781	191	22	end	end	VERB
ajlm-781	191	23	the	the	DET
ajlm-781	191	24	disease	disease	NOUN
ajlm-781	191	25	.	.	PUNCT
ajlm-781	192	1	acknowledgements	acknowledgement	NOUN
ajlm-781	192	2	we	we	PRON
ajlm-781	192	3	would	would	AUX
ajlm-781	192	4	like	like	VERB
ajlm-781	192	5	to	to	PART
ajlm-781	192	6	thank	thank	VERB
ajlm-781	192	7	all	all	DET
ajlm-781	192	8	the	the	DET
ajlm-781	192	9	national	national	ADJ
ajlm-781	192	10	tuberculosis	tuberculosis	NOUN
ajlm-781	192	11	control	control	NOUN
ajlm-781	192	12	programmes	programme	NOUN
ajlm-781	192	13	that	that	PRON
ajlm-781	192	14	contributed	contribute	VERB
ajlm-781	192	15	important	important	ADJ
ajlm-781	192	16	public	public	ADJ
ajlm-781	192	17	health	health	NOUN
ajlm-781	192	18	data	datum	NOUN
ajlm-781	192	19	to	to	ADP
ajlm-781	192	20	the	the	DET
ajlm-781	192	21	who	who	PRON
ajlm-781	192	22	global	global	ADJ
ajlm-781	192	23	tuberculosis	tuberculosis	NOUN
ajlm-781	192	24	database	database	NOUN
ajlm-781	192	25	.	.	PUNCT
ajlm-781	193	1	we	we	PRON
ajlm-781	193	2	also	also	ADV
ajlm-781	193	3	thank	thank	VERB
ajlm-781	193	4	the	the	DET
ajlm-781	193	5	who	who	PRON
ajlm-781	193	6	headquarters	headquarter	NOUN
ajlm-781	193	7	and	and	CCONJ
ajlm-781	193	8	regional	regional	ADJ
ajlm-781	193	9	offices	office	NOUN
ajlm-781	193	10	for	for	ADP
ajlm-781	193	11	ensuring	ensure	VERB
ajlm-781	193	12	the	the	DET
ajlm-781	193	13	data	datum	NOUN
ajlm-781	193	14	collected	collect	VERB
ajlm-781	193	15	were	be	AUX
ajlm-781	193	16	standardised	standardise	VERB
ajlm-781	193	17	and	and	CCONJ
ajlm-781	193	18	reviewed	review	VERB
ajlm-781	193	19	before	before	ADP
ajlm-781	193	20	making	make	VERB
ajlm-781	193	21	the	the	DET
ajlm-781	193	22	information	information	NOUN
ajlm-781	193	23	publicly	publicly	ADV
ajlm-781	193	24	available	available	ADJ
ajlm-781	193	25	.	.	PUNCT
ajlm-781	194	1	competing	compete	VERB
ajlm-781	194	2	interests	interest	NOUN
ajlm-781	194	3	the	the	DET
ajlm-781	194	4	authors	author	NOUN
ajlm-781	194	5	declare	declare	VERB
ajlm-781	194	6	that	that	SCONJ
ajlm-781	194	7	they	they	PRON
ajlm-781	194	8	have	have	VERB
ajlm-781	194	9	no	no	DET
ajlm-781	194	10	financial	financial	ADJ
ajlm-781	194	11	or	or	CCONJ
ajlm-781	194	12	personal	personal	ADJ
ajlm-781	194	13	relationships	relationship	NOUN
ajlm-781	194	14	that	that	PRON
ajlm-781	194	15	may	may	AUX
ajlm-781	194	16	have	have	AUX
ajlm-781	194	17	inappropriately	inappropriately	ADV
ajlm-781	194	18	influenced	influence	VERB
ajlm-781	194	19	them	they	PRON
ajlm-781	194	20	in	in	ADP
ajlm-781	194	21	writing	write	VERB
ajlm-781	194	22	this	this	DET
ajlm-781	194	23	article	article	NOUN
ajlm-781	194	24	.	.	PUNCT
ajlm-781	195	1	sources	source	NOUN
ajlm-781	195	2	of	of	ADP
ajlm-781	195	3	support	support	NOUN
ajlm-781	195	4	none	none	NOUN
ajlm-781	195	5	.	.	PUNCT
ajlm-781	196	1	authors	author	NOUN
ajlm-781	196	2	’	'	PUNCT
ajlm-781	196	3	contributions	contribution	NOUN
ajlm-781	196	4	n.i	n.i	PROPN
ajlm-781	196	5	.	.	PROPN
ajlm-781	196	6	,	,	PUNCT
ajlm-781	196	7	f.i	f.i	PROPN
ajlm-781	196	8	.	.	PROPN
ajlm-781	196	9	and	and	CCONJ
ajlm-781	196	10	p.c.o	p.c.o	PROPN
ajlm-781	196	11	.	.	PUNCT
ajlm-781	197	1	were	be	AUX
ajlm-781	197	2	involved	involve	VERB
ajlm-781	197	3	in	in	ADP
ajlm-781	197	4	the	the	DET
ajlm-781	197	5	conception	conception	NOUN
ajlm-781	197	6	and	and	CCONJ
ajlm-781	197	7	design	design	NOUN
ajlm-781	197	8	.	.	PUNCT
ajlm-781	198	1	n.i	n.i	PROPN
ajlm-781	198	2	.	.	PROPN
ajlm-781	198	3	and	and	CCONJ
ajlm-781	198	4	l.b	l.b	PROPN
ajlm-781	198	5	.	.	PROPN
ajlm-781	198	6	did	do	VERB
ajlm-781	198	7	the	the	DET
ajlm-781	198	8	data	datum	NOUN
ajlm-781	198	9	analysis	analysis	NOUN
ajlm-781	198	10	.	.	PUNCT
ajlm-781	199	1	n.i	n.i	PROPN
ajlm-781	199	2	.	.	PROPN
ajlm-781	199	3	,	,	PUNCT
ajlm-781	199	4	f.i	f.i	PROPN
ajlm-781	199	5	.	.	PROPN
ajlm-781	199	6	,	,	PUNCT
ajlm-781	199	7	s.v.o	s.v.o	PROPN
ajlm-781	199	8	.	.	PROPN
ajlm-781	199	9	,	,	PUNCT
ajlm-781	199	10	l.b	l.b	PROPN
ajlm-781	199	11	.	.	PROPN
ajlm-781	199	12	,	,	PUNCT
ajlm-781	199	13	h.k	h.k	PROPN
ajlm-781	199	14	.	.	PROPN
ajlm-781	199	15	,	,	PUNCT
ajlm-781	199	16	y.g	y.g	PROPN
ajlm-781	199	17	.	.	PROPN
ajlm-781	199	18	and	and	CCONJ
ajlm-781	199	19	p.c.o	p.c.o	PROPN
ajlm-781	199	20	.	.	PUNCT
ajlm-781	199	21	wrote	write	VERB
ajlm-781	199	22	the	the	DET
ajlm-781	199	23	first	first	ADJ
ajlm-781	199	24	draft	draft	NOUN
ajlm-781	199	25	.	.	PUNCT
ajlm-781	200	1	n.i	n.i	PROPN
ajlm-781	200	2	.	.	PROPN
ajlm-781	200	3	,	,	PUNCT
ajlm-781	200	4	f.i	f.i	PROPN
ajlm-781	200	5	.	.	PROPN
ajlm-781	200	6	,	,	PUNCT
ajlm-781	200	7	s.v.o	s.v.o	PROPN
ajlm-781	200	8	.	.	PROPN
ajlm-781	200	9	,	,	PUNCT
ajlm-781	200	10	l.b	l.b	PROPN
ajlm-781	200	11	.	.	PROPN
ajlm-781	200	12	,	,	PUNCT
ajlm-781	200	13	h.k	h.k	PROPN
ajlm-781	200	14	.	.	PROPN
ajlm-781	200	15	,	,	PUNCT
ajlm-781	200	16	y.g	y.g	PROPN
ajlm-781	200	17	.	.	PROPN
ajlm-781	200	18	and	and	CCONJ
ajlm-781	200	19	p.c.o	p.c.o	PROPN
ajlm-781	200	20	.	.	PUNCT
ajlm-781	200	21	provided	provide	VERB
ajlm-781	200	22	important	important	ADJ
ajlm-781	200	23	intellectual	intellectual	ADJ
ajlm-781	200	24	input	input	NOUN
ajlm-781	200	25	.	.	PUNCT
ajlm-781	201	1	references	reference	NOUN
ajlm-781	201	2	who	who	PRON
ajlm-781	201	3	.	.	PUNCT
ajlm-781	202	1	global	global	ADJ
ajlm-781	202	2	tb	tb	ADP
ajlm-781	202	3	report	report	NOUN
ajlm-781	202	4	.	.	PUNCT
ajlm-781	203	1	2016	2016	NUM
ajlm-781	204	1	[	[	X
ajlm-781	204	2	cited	cite	VERB
ajlm-781	204	3	2018	2018	NUM
ajlm-781	204	4	january	january	PROPN
ajlm-781	204	5	22	22	NUM
ajlm-781	204	6	]	]	PUNCT
ajlm-781	204	7	.	.	PUNCT
ajlm-781	205	1	available	available	ADJ
ajlm-781	205	2	from	from	ADP
ajlm-781	205	3	:	:	PUNCT
ajlm-781	205	4	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	X
ajlm-781	205	5	who	who	PRON
ajlm-781	205	6	.	.	PUNCT
ajlm-781	206	1	who	who	PRON
ajlm-781	206	2	end	end	VERB
ajlm-781	206	3	tb	tb	ADP
ajlm-781	206	4	strategy	strategy	NOUN
ajlm-781	206	5	.	.	PUNCT
ajlm-781	207	1	2015	2015	NUM
ajlm-781	208	1	[	[	X
ajlm-781	208	2	cited	cite	VERB
ajlm-781	208	3	2018	2018	NUM
ajlm-781	208	4	january	january	PROPN
ajlm-781	208	5	22	22	NUM
ajlm-781	208	6	]	]	PUNCT
ajlm-781	208	7	.	.	PUNCT
ajlm-781	209	1	available	available	ADJ
ajlm-781	209	2	from	from	ADP
ajlm-781	209	3	:	:	PUNCT
ajlm-781	209	4	http://www.who.int/tb/end_tb_brochure.pdf?ua=1	http://www.who.int/tb/end_tb_brochure.pdf?ua=1	NOUN
ajlm-781	209	5	who	who	PRON
ajlm-781	209	6	.	.	PUNCT
ajlm-781	210	1	global	global	ADJ
ajlm-781	210	2	tb	tb	ADP
ajlm-781	210	3	report	report	NOUN
ajlm-781	210	4	.	.	PUNCT
ajlm-781	211	1	2017	2017	NUM
ajlm-781	212	1	[	[	X
ajlm-781	212	2	cited	cite	VERB
ajlm-781	212	3	2018	2018	NUM
ajlm-781	212	4	august	august	PROPN
ajlm-781	212	5	27	27	NUM
ajlm-781	212	6	]	]	PUNCT
ajlm-781	212	7	.	.	PUNCT
ajlm-781	213	1	available	available	ADJ
ajlm-781	213	2	from	from	ADP
ajlm-781	213	3	:	:	PUNCT
ajlm-781	213	4	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	NUM
ajlm-781	213	5	abdool	abdool	NOUN
ajlm-781	213	6	karim	karim	PROPN
ajlm-781	213	7	ss	ss	PROPN
ajlm-781	213	8	,	,	PUNCT
ajlm-781	213	9	churchyard	churchyard	PROPN
ajlm-781	213	10	gj	gj	PROPN
ajlm-781	213	11	,	,	PUNCT
ajlm-781	213	12	karim	karim	PROPN
ajlm-781	213	13	qa	qa	PROPN
ajlm-781	213	14	,	,	PUNCT
ajlm-781	213	15	lawn	lawn	NOUN
ajlm-781	213	16	sd	sd	NOUN
ajlm-781	213	17	.	.	PUNCT
ajlm-781	214	1	hiv	hiv	PROPN
ajlm-781	214	2	infection	infection	NOUN
ajlm-781	214	3	and	and	CCONJ
ajlm-781	214	4	tuberculosis	tuberculosis	NOUN
ajlm-781	214	5	in	in	ADP
ajlm-781	214	6	south	south	PROPN
ajlm-781	214	7	africa	africa	PROPN
ajlm-781	214	8	:	:	PUNCT
ajlm-781	214	9	an	an	DET
ajlm-781	214	10	urgent	urgent	ADJ
ajlm-781	214	11	need	need	NOUN
ajlm-781	214	12	to	to	PART
ajlm-781	214	13	escalate	escalate	VERB
ajlm-781	214	14	the	the	DET
ajlm-781	214	15	public	public	ADJ
ajlm-781	214	16	health	health	NOUN
ajlm-781	214	17	response	response	NOUN
ajlm-781	214	18	.	.	PUNCT
ajlm-781	215	1	lancet	lancet	NOUN
ajlm-781	215	2	.	.	PUNCT
ajlm-781	216	1	2009;374(9693):921–933	2009;374(9693):921–933	X
ajlm-781	216	2	.	.	PUNCT
ajlm-781	216	3	https://doi.org/10.1016/s0140-6736(09)60916-8	https://doi.org/10.1016/s0140-6736(09)60916-8	PROPN
ajlm-781	216	4	harries	harries	PROPN
ajlm-781	216	5	ad	ad	PROPN
ajlm-781	216	6	,	,	PUNCT
ajlm-781	216	7	hargreaves	hargreaves	PROPN
ajlm-781	216	8	nj	nj	PROPN
ajlm-781	216	9	,	,	PUNCT
ajlm-781	216	10	kemp	kemp	PROPN
ajlm-781	216	11	j	j	PROPN
ajlm-781	216	12	,	,	PUNCT
ajlm-781	216	13	et	et	PROPN
ajlm-781	216	14	al	al	PROPN
ajlm-781	216	15	.	.	PUNCT
ajlm-781	216	16	deaths	death	NOUN
ajlm-781	216	17	from	from	ADP
ajlm-781	216	18	tuberculosis	tuberculosis	NOUN
ajlm-781	216	19	in	in	ADP
ajlm-781	216	20	sub	sub	ADJ
ajlm-781	216	21	-	-	ADJ
ajlm-781	216	22	saharan	saharan	ADJ
ajlm-781	216	23	african	african	ADJ
ajlm-781	216	24	countries	country	NOUN
ajlm-781	216	25	with	with	ADP
ajlm-781	216	26	a	a	DET
ajlm-781	216	27	high	high	ADJ
ajlm-781	216	28	prevalence	prevalence	NOUN
ajlm-781	216	29	of	of	ADP
ajlm-781	216	30	hiv-1	hiv-1	X
ajlm-781	216	31	.	.	PUNCT
ajlm-781	217	1	lancet	lancet	PROPN
ajlm-781	217	2	.	.	PUNCT
ajlm-781	218	1	2001;357(9267):1519–1523	2001;357(9267):1519–1523	NOUN
ajlm-781	218	2	.	.	PUNCT
ajlm-781	219	1	https://doi.org/10.1016/s0140-6736(00)04639-0	https://doi.org/10.1016/s0140-6736(00)04639-0	PROPN
ajlm-781	219	2	takarinda	takarinda	PROPN
ajlm-781	219	3	kc	kc	PROPN
ajlm-781	219	4	,	,	PUNCT
ajlm-781	219	5	harries	harries	PROPN
ajlm-781	219	6	ad	ad	NOUN
ajlm-781	219	7	,	,	PUNCT
ajlm-781	219	8	sandy	sandy	PROPN
ajlm-781	219	9	c	c	NOUN
ajlm-781	219	10	,	,	PUNCT
ajlm-781	219	11	mutasa	mutasa	PROPN
ajlm-781	219	12	-	-	PUNCT
ajlm-781	219	13	apollo	apollo	PROPN
ajlm-781	219	14	t	t	PROPN
ajlm-781	219	15	,	,	PUNCT
ajlm-781	219	16	zishiri	zishiri	PROPN
ajlm-781	219	17	c.	c.	NOUN
ajlm-781	219	18	declining	decline	VERB
ajlm-781	219	19	tuberculosis	tuberculosis	NOUN
ajlm-781	219	20	case	case	NOUN
ajlm-781	219	21	notification	notification	NOUN
ajlm-781	219	22	rates	rate	NOUN
ajlm-781	219	23	with	with	ADP
ajlm-781	219	24	the	the	DET
ajlm-781	219	25	scale	scale	NOUN
ajlm-781	219	26	-	-	PUNCT
ajlm-781	219	27	up	up	NOUN
ajlm-781	219	28	of	of	ADP
ajlm-781	219	29	antiretroviral	antiretroviral	ADJ
ajlm-781	219	30	therapy	therapy	NOUN
ajlm-781	219	31	in	in	ADP
ajlm-781	219	32	zimbabwe	zimbabwe	PROPN
ajlm-781	219	33	.	.	PUNCT
ajlm-781	220	1	public	public	ADJ
ajlm-781	220	2	health	health	NOUN
ajlm-781	220	3	action	action	NOUN
ajlm-781	220	4	.	.	PUNCT
ajlm-781	221	1	2016;6(3):164–168	2016;6(3):164–168	X
ajlm-781	221	2	.	.	PUNCT
ajlm-781	221	3	https://doi.org/10.5588/pha.16.0029	https://doi.org/10.5588/pha.16.0029	PROPN
ajlm-781	221	4	haumba	haumba	PROPN
ajlm-781	221	5	s	s	PART
ajlm-781	221	6	,	,	PUNCT
ajlm-781	221	7	dlamini	dlamini	PROPN
ajlm-781	221	8	t	t	PROPN
ajlm-781	221	9	,	,	PUNCT
ajlm-781	221	10	calnan	calnan	PROPN
ajlm-781	221	11	m	m	PROPN
ajlm-781	221	12	,	,	PUNCT
ajlm-781	221	13	et	et	PROPN
ajlm-781	221	14	al	al	PROPN
ajlm-781	221	15	.	.	PUNCT
ajlm-781	222	1	declining	decline	VERB
ajlm-781	222	2	tuberculosis	tuberculosis	NOUN
ajlm-781	222	3	notification	notification	NOUN
ajlm-781	222	4	trend	trend	NOUN
ajlm-781	222	5	associated	associate	VERB
ajlm-781	222	6	with	with	ADP
ajlm-781	222	7	strengthened	strengthen	VERB
ajlm-781	222	8	tb	tb	ADP
ajlm-781	222	9	and	and	CCONJ
ajlm-781	222	10	expanded	expand	VERB
ajlm-781	222	11	hiv	hiv	PROPN
ajlm-781	222	12	care	care	NOUN
ajlm-781	222	13	in	in	ADP
ajlm-781	222	14	swaziland	swaziland	PROPN
ajlm-781	222	15	.	.	PUNCT
ajlm-781	223	1	public	public	ADJ
ajlm-781	223	2	health	health	NOUN
ajlm-781	223	3	action	action	NOUN
ajlm-781	223	4	.	.	PUNCT
ajlm-781	224	1	2015;5(2):103–105	2015;5(2):103–105	X
ajlm-781	224	2	.	.	X
ajlm-781	224	3	https://doi.org/10.5588/pha.15.0008	https://doi.org/10.5588/pha.15.0008	AUX
ajlm-781	224	4	nanoo	nanoo	NOUN
ajlm-781	224	5	a	a	PRON
ajlm-781	224	6	,	,	PUNCT
ajlm-781	224	7	izu	izu	PROPN
ajlm-781	224	8	a	a	PROPN
ajlm-781	224	9	,	,	PUNCT
ajlm-781	224	10	ismail	ismail	PROPN
ajlm-781	224	11	na	na	PROPN
ajlm-781	224	12	,	,	PUNCT
ajlm-781	224	13	et	et	PROPN
ajlm-781	224	14	al	al	PROPN
ajlm-781	224	15	.	.	PROPN
ajlm-781	225	1	nationwide	nationwide	ADJ
ajlm-781	225	2	and	and	CCONJ
ajlm-781	225	3	regional	regional	ADJ
ajlm-781	225	4	incidence	incidence	NOUN
ajlm-781	225	5	of	of	ADP
ajlm-781	225	6	microbiologically	microbiologically	ADV
ajlm-781	225	7	confirmed	confirm	VERB
ajlm-781	225	8	pulmonary	pulmonary	ADJ
ajlm-781	225	9	tuberculosis	tuberculosis	NOUN
ajlm-781	225	10	in	in	ADP
ajlm-781	225	11	south	south	PROPN
ajlm-781	225	12	africa	africa	PROPN
ajlm-781	225	13	,	,	PUNCT
ajlm-781	225	14	2004–2012	2004–2012	NUM
ajlm-781	225	15	:	:	PUNCT
ajlm-781	225	16	a	a	DET
ajlm-781	225	17	time	time	NOUN
ajlm-781	225	18	series	series	NOUN
ajlm-781	225	19	analysis	analysis	NOUN
ajlm-781	225	20	.	.	PUNCT
ajlm-781	226	1	lancet	lancet	PROPN
ajlm-781	226	2	infect	infect	PROPN
ajlm-781	226	3	dis	dis	PROPN
ajlm-781	226	4	.	.	PUNCT
ajlm-781	227	1	2015;15(9):1066–1076	2015;15(9):1066–1076	NOUN
ajlm-781	227	2	.	.	PUNCT
ajlm-781	228	1	https://doi.org/10.1016/s1473-3099(15)00147-4	https://doi.org/10.1016/s1473-3099(15)00147-4	PROPN
ajlm-781	228	2	mariandyshev	mariandyshev	PROPN
ajlm-781	228	3	a	a	PROPN
ajlm-781	228	4	,	,	PUNCT
ajlm-781	228	5	eliseev	eliseev	PROPN
ajlm-781	228	6	p.	p.	NOUN
ajlm-781	228	7	drug	drug	NOUN
ajlm-781	228	8	-	-	PUNCT
ajlm-781	228	9	resistant	resistant	ADJ
ajlm-781	228	10	tuberculosis	tuberculosis	NOUN
ajlm-781	228	11	threatens	threaten	VERB
ajlm-781	228	12	who	who	PRON
ajlm-781	228	13	’s	’	VERB
ajlm-781	228	14	end	end	NOUN
ajlm-781	228	15	-	-	PUNCT
ajlm-781	228	16	tb	tb	NOUN
ajlm-781	228	17	strategy	strategy	NOUN
ajlm-781	228	18	.	.	PUNCT
ajlm-781	229	1	lancet	lancet	PROPN
ajlm-781	229	2	infect	infect	PROPN
ajlm-781	229	3	dis	dis	PROPN
ajlm-781	229	4	.	.	PUNCT
ajlm-781	230	1	17(7):674–675	17(7):674–675	PROPN
ajlm-781	230	2	.	.	PUNCT
ajlm-781	231	1	https://doi.org/10.1016/s1473-3099(17)30246-3	https://doi.org/10.1016/s1473-3099(17)30246-3	VERB
ajlm-781	231	2	who	who	PRON
ajlm-781	231	3	.	.	PUNCT
ajlm-781	232	1	who	who	PRON
ajlm-781	232	2	’s	’	VERB
ajlm-781	232	3	global	global	ADJ
ajlm-781	232	4	tb	tb	ADP
ajlm-781	232	5	database	database	NOUN
ajlm-781	232	6	.	.	PUNCT
ajlm-781	233	1	geneva	geneva	PROPN
ajlm-781	233	2	,	,	PUNCT
ajlm-781	233	3	switzerland	switzerland	PROPN
ajlm-781	233	4	:	:	PUNCT
ajlm-781	233	5	who	who	PRON
ajlm-781	233	6	;	;	PUNCT
ajlm-781	233	7	2016	2016	NUM
ajlm-781	233	8	.	.	PUNCT
ajlm-781	234	1	who	who	PRON
ajlm-781	234	2	.	.	PUNCT
ajlm-781	235	1	guidelines	guideline	NOUN
ajlm-781	235	2	for	for	ADP
ajlm-781	235	3	surveillance	surveillance	NOUN
ajlm-781	235	4	of	of	ADP
ajlm-781	235	5	drug	drug	NOUN
ajlm-781	235	6	resistant	resistant	ADJ
ajlm-781	235	7	tuberculosis	tuberculosis	NOUN
ajlm-781	235	8	.	.	PUNCT
ajlm-781	236	1	5th	5th	ADJ
ajlm-781	236	2	ed	ed	NOUN
ajlm-781	236	3	.	.	PUNCT
ajlm-781	237	1	geneva	geneva	PROPN
ajlm-781	237	2	,	,	PUNCT
ajlm-781	237	3	switzerland	switzerland	PROPN
ajlm-781	237	4	:	:	PUNCT
ajlm-781	237	5	who	who	PRON
ajlm-781	237	6	;	;	PUNCT
ajlm-781	237	7	2015	2015	NUM
ajlm-781	237	8	.	.	PUNCT
ajlm-781	238	1	who	who	PRON
ajlm-781	238	2	.	.	PUNCT
ajlm-781	239	1	methods	method	NOUN
ajlm-781	239	2	used	use	VERB
ajlm-781	239	3	by	by	ADP
ajlm-781	239	4	who	who	PRON
ajlm-781	239	5	to	to	PART
ajlm-781	239	6	estimate	estimate	VERB
ajlm-781	239	7	the	the	DET
ajlm-781	239	8	global	global	ADJ
ajlm-781	239	9	burden	burden	NOUN
ajlm-781	239	10	of	of	ADP
ajlm-781	239	11	tb	tb	ADP
ajlm-781	239	12	disease	disease	NOUN
ajlm-781	239	13	.	.	PUNCT
ajlm-781	240	1	2016	2016	NUM
ajlm-781	241	1	[	[	X
ajlm-781	241	2	cited	cite	VERB
ajlm-781	241	3	2017	2017	NUM
ajlm-781	241	4	december	december	PROPN
ajlm-781	241	5	16	16	NUM
ajlm-781	241	6	]	]	PUNCT
ajlm-781	241	7	.	.	PUNCT
ajlm-781	242	1	available	available	ADJ
ajlm-781	242	2	from	from	ADP
ajlm-781	242	3	:	:	PUNCT
ajlm-781	242	4	http://www.who.int/tb/publications/global_report/gtbr2016_online_technical_appendix_global_disease_burden_estimation.pdf	http://www.who.int/tb/publications/global_report/gtbr2016_online_technical_appendix_global_disease_burden_estimation.pdf	PROPN
ajlm-781	242	5	musa	musa	PROPN
ajlm-781	242	6	bm	bm	PROPN
ajlm-781	242	7	,	,	PUNCT
ajlm-781	242	8	adamu	adamu	PROPN
ajlm-781	242	9	al	al	PROPN
ajlm-781	242	10	,	,	PUNCT
ajlm-781	242	11	galadanci	galadanci	NOUN
ajlm-781	242	12	na	na	NOUN
ajlm-781	242	13	,	,	PUNCT
ajlm-781	242	14	zubayr	zubayr	PROPN
ajlm-781	242	15	b	b	PROPN
ajlm-781	242	16	,	,	PUNCT
ajlm-781	242	17	odoh	odoh	NOUN
ajlm-781	242	18	cn	cn	PROPN
ajlm-781	242	19	,	,	PUNCT
ajlm-781	242	20	aliyu	aliyu	PROPN
ajlm-781	242	21	mh	mh	PROPN
ajlm-781	242	22	.	.	PUNCT
ajlm-781	243	1	trends	trend	NOUN
ajlm-781	243	2	in	in	ADP
ajlm-781	243	3	prevalence	prevalence	NOUN
ajlm-781	243	4	of	of	ADP
ajlm-781	243	5	multi	multi	ADJ
ajlm-781	243	6	drug	drug	NOUN
ajlm-781	243	7	resistant	resistant	ADJ
ajlm-781	243	8	tuberculosis	tuberculosis	NOUN
ajlm-781	243	9	in	in	ADP
ajlm-781	243	10	sub	sub	ADJ
ajlm-781	243	11	-	-	ADJ
ajlm-781	243	12	saharan	saharan	ADJ
ajlm-781	243	13	africa	africa	PROPN
ajlm-781	243	14	:	:	PUNCT
ajlm-781	243	15	a	a	DET
ajlm-781	243	16	systematic	systematic	ADJ
ajlm-781	243	17	review	review	NOUN
ajlm-781	243	18	and	and	CCONJ
ajlm-781	243	19	meta	meta	ADJ
ajlm-781	243	20	-	-	PUNCT
ajlm-781	243	21	analysis	analysis	NOUN
ajlm-781	243	22	.	.	PUNCT
ajlm-781	244	1	plos	plos	PROPN
ajlm-781	244	2	one	one	NUM
ajlm-781	244	3	2017;12(9):e0185105	2017;12(9):e0185105	PROPN
ajlm-781	244	4	.	.	PUNCT
ajlm-781	245	1	https://doi.org/10.1371/journal.pone.0185105	https://doi.org/10.1371/journal.pone.0185105	NOUN
ajlm-781	245	2	sharma	sharma	PROPN
ajlm-781	245	3	a	a	X
ajlm-781	245	4	,	,	PUNCT
ajlm-781	245	5	hill	hill	NOUN
ajlm-781	245	6	a	a	X
ajlm-781	245	7	,	,	PUNCT
ajlm-781	245	8	kurbatova	kurbatova	PROPN
ajlm-781	245	9	e	e	X
ajlm-781	245	10	,	,	PUNCT
ajlm-781	245	11	et	et	PROPN
ajlm-781	245	12	al	al	PROPN
ajlm-781	245	13	.	.	PUNCT
ajlm-781	245	14	estimating	estimate	VERB
ajlm-781	245	15	the	the	DET
ajlm-781	245	16	future	future	ADJ
ajlm-781	245	17	burden	burden	NOUN
ajlm-781	245	18	of	of	ADP
ajlm-781	245	19	multidrug	multidrug	NOUN
ajlm-781	245	20	-	-	PUNCT
ajlm-781	245	21	resistant	resistant	ADJ
ajlm-781	245	22	and	and	CCONJ
ajlm-781	245	23	extensively	extensively	ADV
ajlm-781	245	24	drug	drug	NOUN
ajlm-781	245	25	-	-	PUNCT
ajlm-781	245	26	resistant	resistant	ADJ
ajlm-781	245	27	tuberculosis	tuberculosis	NOUN
ajlm-781	245	28	in	in	ADP
ajlm-781	245	29	india	india	PROPN
ajlm-781	245	30	,	,	PUNCT
ajlm-781	245	31	the	the	DET
ajlm-781	245	32	philippines	philippine	NOUN
ajlm-781	245	33	,	,	PUNCT
ajlm-781	245	34	russia	russia	PROPN
ajlm-781	245	35	,	,	PUNCT
ajlm-781	245	36	and	and	CCONJ
ajlm-781	245	37	south	south	PROPN
ajlm-781	245	38	africa	africa	PROPN
ajlm-781	245	39	:	:	PUNCT
ajlm-781	245	40	a	a	DET
ajlm-781	245	41	mathematical	mathematical	ADJ
ajlm-781	245	42	modelling	modelling	NOUN
ajlm-781	245	43	study	study	NOUN
ajlm-781	245	44	.	.	PUNCT
ajlm-781	246	1	lancet	lancet	PROPN
ajlm-781	246	2	infect	infect	PROPN
ajlm-781	246	3	dis	dis	PROPN
ajlm-781	246	4	.	.	PUNCT
ajlm-781	247	1	2017;17(7):707–715	2017;17(7):707–715	X
ajlm-781	247	2	.	.	PUNCT
ajlm-781	248	1	https://doi.org/10.1016/s1473-3099(17)30247-5	https://doi.org/10.1016/s1473-3099(17)30247-5	PROPN
ajlm-781	248	2	nicd	nicd	PROPN
ajlm-781	248	3	.	.	PUNCT
ajlm-781	249	1	south	south	ADJ
ajlm-781	249	2	african	african	ADJ
ajlm-781	249	3	tb	tb	ADP
ajlm-781	249	4	drug	drug	NOUN
ajlm-781	249	5	resistance	resistance	NOUN
ajlm-781	249	6	survey	survey	NOUN
ajlm-781	249	7	.	.	PUNCT
ajlm-781	250	1	2015	2015	NUM
ajlm-781	251	1	[	[	X
ajlm-781	251	2	cited	cite	VERB
ajlm-781	251	3	2017	2017	NUM
ajlm-781	251	4	december	december	PROPN
ajlm-781	251	5	01	01	NUM
ajlm-781	251	6	]	]	PUNCT
ajlm-781	251	7	.	.	PUNCT
ajlm-781	252	1	available	available	ADJ
ajlm-781	252	2	from	from	ADP
ajlm-781	252	3	:	:	PUNCT
ajlm-781	252	4	http://www.nicd.ac.za/assets/files/k-12750%20nicd%20national%20survey%20report_dev_v11-lr.pdf	http://www.nicd.ac.za/assets/files/k-12750%20nicd%20national%20survey%20report_dev_v11-lr.pdf	PROPN
ajlm-781	252	5	menzies	menzies	PROPN
ajlm-781	252	6	hj	hj	PROPN
ajlm-781	252	7	,	,	PUNCT
ajlm-781	252	8	moalosi	moalosi	ADP
ajlm-781	252	9	g	g	PROPN
ajlm-781	252	10	,	,	PUNCT
ajlm-781	252	11	anisimova	anisimova	PROPN
ajlm-781	252	12	v	v	NOUN
ajlm-781	252	13	,	,	PUNCT
ajlm-781	252	14	et	et	PROPN
ajlm-781	252	15	al	al	PROPN
ajlm-781	252	16	.	.	PROPN
ajlm-781	252	17	increase	increase	NOUN
ajlm-781	252	18	in	in	ADP
ajlm-781	252	19	anti	anti	ADJ
ajlm-781	252	20	-	-	ADJ
ajlm-781	252	21	tuberculosis	tuberculosis	ADJ
ajlm-781	252	22	drug	drug	NOUN
ajlm-781	252	23	resistance	resistance	NOUN
ajlm-781	252	24	in	in	ADP
ajlm-781	252	25	botswana	botswana	PROPN
ajlm-781	252	26	:	:	PUNCT
ajlm-781	252	27	results	result	NOUN
ajlm-781	252	28	from	from	ADP
ajlm-781	252	29	the	the	DET
ajlm-781	252	30	fourth	fourth	ADJ
ajlm-781	252	31	national	national	PROPN
ajlm-781	252	32	drug	drug	PROPN
ajlm-781	252	33	resistance	resistance	NOUN
ajlm-781	252	34	survey	survey	NOUN
ajlm-781	252	35	.	.	PUNCT
ajlm-781	253	1	int	int	PROPN
ajlm-781	253	2	j	j	PROPN
ajlm-781	253	3	tuberc	tuberc	PROPN
ajlm-781	253	4	lung	lung	PROPN
ajlm-781	253	5	dis	dis	PROPN
ajlm-781	253	6	.	.	PUNCT
ajlm-781	254	1	2014;18(9):1026–1033	2014;18(9):1026–1033	PROPN
ajlm-781	254	2	.	.	PUNCT
ajlm-781	254	3	https://doi.org/10.5588/ijtld.13.0749	https://doi.org/10.5588/ijtld.13.0749	VERB
ajlm-781	254	4	who	who	PRON
ajlm-781	254	5	.	.	PUNCT
ajlm-781	255	1	global	global	ADJ
ajlm-781	255	2	tb	tb	ADP
ajlm-781	255	3	report	report	NOUN
ajlm-781	255	4	.	.	PUNCT
ajlm-781	256	1	2017	2017	NUM
ajlm-781	257	1	[	[	X
ajlm-781	257	2	cited	cite	VERB
ajlm-781	257	3	2018	2018	NUM
ajlm-781	257	4	august	august	PROPN
ajlm-781	257	5	25	25	NUM
ajlm-781	257	6	]	]	PUNCT
ajlm-781	257	7	.	.	PUNCT
ajlm-781	258	1	available	available	ADJ
ajlm-781	258	2	from	from	ADP
ajlm-781	258	3	:	:	PUNCT
ajlm-781	258	4	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	http://www.who.int/tb/publications/global_report/gtbr2016_executive_summary.pdf	NUM
ajlm-781	258	5	slmta	slmta	NOUN
ajlm-781	258	6	.	.	PUNCT
ajlm-781	259	1	slmta	slmta	NOUN
ajlm-781	259	2	laboratories	laboratory	NOUN
ajlm-781	259	3	that	that	PRON
ajlm-781	259	4	have	have	AUX
ajlm-781	259	5	achieved	achieve	VERB
ajlm-781	259	6	accreditation	accreditation	NOUN
ajlm-781	259	7	.	.	PUNCT
ajlm-781	260	1	2017	2017	NUM
ajlm-781	261	1	[	[	X
ajlm-781	261	2	cited	cite	VERB
ajlm-781	261	3	2018	2018	NUM
ajlm-781	261	4	august	august	PROPN
ajlm-781	261	5	30	30	NUM
ajlm-781	261	6	]	]	PUNCT
ajlm-781	261	7	;	;	PUNCT
ajlm-781	261	8	available	available	ADJ
ajlm-781	261	9	from	from	ADP
ajlm-781	261	10	:	:	PUNCT
ajlm-781	261	11	https://slmta.org/accredited-labs/	https://slmta.org/accredited-labs/	NOUN
ajlm-781	261	12	diacon	diacon	NOUN
ajlm-781	261	13	ah	ah	INTJ
ajlm-781	261	14	,	,	PUNCT
ajlm-781	261	15	pym	pym	PROPN
ajlm-781	261	16	a	a	PROPN
ajlm-781	261	17	,	,	PUNCT
ajlm-781	261	18	grobusch	grobusch	PROPN
ajlm-781	261	19	mp	mp	PROPN
ajlm-781	261	20	,	,	PUNCT
ajlm-781	261	21	et	et	PROPN
ajlm-781	261	22	al	al	PROPN
ajlm-781	261	23	.	.	PROPN
ajlm-781	261	24	multidrug	multidrug	NOUN
ajlm-781	261	25	-	-	PUNCT
ajlm-781	261	26	resistant	resistant	ADJ
ajlm-781	261	27	tuberculosis	tuberculosis	NOUN
ajlm-781	261	28	and	and	CCONJ
ajlm-781	261	29	culture	culture	NOUN
ajlm-781	261	30	conversion	conversion	NOUN
ajlm-781	261	31	with	with	ADP
ajlm-781	261	32	bedaquiline	bedaquiline	NOUN
ajlm-781	261	33	.	.	PUNCT
ajlm-781	262	1	n	n	PROPN
ajlm-781	262	2	engl	engl	PROPN
ajlm-781	262	3	j	j	PROPN
ajlm-781	262	4	med	med	PROPN
ajlm-781	262	5	.	.	PUNCT
ajlm-781	263	1	2014;371(8):723–732	2014;371(8):723–732	NUM
ajlm-781	263	2	.	.	PUNCT
ajlm-781	263	3	https://doi.org/10.1056/nejmoa1313865	https://doi.org/10.1056/nejmoa1313865	VERB
ajlm-781	263	4	who	who	PRON
ajlm-781	263	5	.	.	PUNCT
ajlm-781	264	1	the	the	DET
ajlm-781	264	2	use	use	NOUN
ajlm-781	264	3	of	of	ADP
ajlm-781	264	4	bedaquiline	bedaquiline	NOUN
ajlm-781	264	5	in	in	ADP
ajlm-781	264	6	the	the	DET
ajlm-781	264	7	treatment	treatment	NOUN
ajlm-781	264	8	of	of	ADP
ajlm-781	264	9	multidrug	multidrug	NOUN
ajlm-781	264	10	-	-	PUNCT
ajlm-781	264	11	resistant	resistant	ADJ
ajlm-781	264	12	tuberculosis	tuberculosis	NOUN
ajlm-781	264	13	.	.	PUNCT
ajlm-781	265	1	2013	2013	NUM
ajlm-781	265	2	.	.	PUNCT
ajlm-781	266	1	[	[	X
ajlm-781	266	2	cited	cite	VERB
ajlm-781	266	3	2016	2016	NUM
ajlm-781	266	4	october	october	PROPN
ajlm-781	266	5	04	04	NUM
ajlm-781	266	6	]	]	PUNCT
ajlm-781	266	7	.	.	PUNCT
ajlm-781	267	1	available	available	ADJ
ajlm-781	267	2	from	from	ADP
ajlm-781	267	3	:	:	PUNCT
ajlm-781	267	4	http://apps.who.int/iris/bitstream/10665/84879/1/9789241505482_eng.pdf	http://apps.who.int/iris/bitstream/10665/84879/1/9789241505482_eng.pdf	PROPN
ajlm-781	267	5	raizes	raizes	PROPN
ajlm-781	267	6	e	e	PROPN
ajlm-781	267	7	,	,	PUNCT
ajlm-781	267	8	hader	hader	PROPN
ajlm-781	267	9	s	s	PART
ajlm-781	267	10	,	,	PUNCT
ajlm-781	267	11	birx	birx	CCONJ
ajlm-781	267	12	d.	d.	PROPN
ajlm-781	267	13	the	the	DET
ajlm-781	267	14	us	us	PROPN
ajlm-781	267	15	president	president	NOUN
ajlm-781	267	16	’s	’s	PART
ajlm-781	267	17	emergency	emergency	NOUN
ajlm-781	267	18	plan	plan	NOUN
ajlm-781	267	19	for	for	ADP
ajlm-781	267	20	aids	aids	NOUN
ajlm-781	267	21	relief	relief	NOUN
ajlm-781	267	22	(	(	PUNCT
ajlm-781	267	23	pepfar	pepfar	NOUN
ajlm-781	267	24	)	)	PUNCT
ajlm-781	267	25	and	and	CCONJ
ajlm-781	267	26	hiv	hiv	PROPN
ajlm-781	267	27	drug	drug	NOUN
ajlm-781	267	28	resistance	resistance	NOUN
ajlm-781	267	29	:	:	PUNCT
ajlm-781	267	30	mitigating	mitigate	VERB
ajlm-781	267	31	risk	risk	NOUN
ajlm-781	267	32	,	,	PUNCT
ajlm-781	267	33	monitoring	monitoring	NOUN
ajlm-781	267	34	impact	impact	NOUN
ajlm-781	267	35	.	.	PUNCT
ajlm-781	268	1	j	j	PROPN
ajlm-781	268	2	infect	infect	VERB
ajlm-781	268	3	dis	dis	PROPN
ajlm-781	268	4	.	.	PUNCT
ajlm-781	269	1	2017;216(suppl_9):s805	2017;216(suppl_9):s805	NUM
ajlm-781	269	2	–	–	PUNCT
ajlm-781	269	3	s807	s807	PROPN
ajlm-781	269	4	.	.	PUNCT
ajlm-781	270	1	steingart	steingart	PROPN
ajlm-781	270	2	kr	kr	PROPN
ajlm-781	270	3	,	,	PUNCT
ajlm-781	270	4	schiller	schiller	PROPN
ajlm-781	270	5	i	i	PROPN
ajlm-781	270	6	,	,	PUNCT
ajlm-781	270	7	horne	horne	PROPN
ajlm-781	270	8	dj	dj	PROPN
ajlm-781	270	9	,	,	PUNCT
ajlm-781	270	10	pai	pai	PROPN
ajlm-781	270	11	m	m	PROPN
ajlm-781	270	12	,	,	PUNCT
ajlm-781	270	13	boehme	boehme	PROPN
ajlm-781	270	14	cc	cc	PROPN
ajlm-781	270	15	,	,	PUNCT
ajlm-781	270	16	dendukuri	dendukuri	PROPN
ajlm-781	270	17	n.	n.	PROPN
ajlm-781	270	18	xpert	xpert	PROPN
ajlm-781	270	19	®	®	PROPN
ajlm-781	270	20	mtb	mtb	PROPN
ajlm-781	270	21	/	/	SYM
ajlm-781	270	22	rif	rif	PROPN
ajlm-781	270	23	assay	assay	NOUN
ajlm-781	270	24	for	for	ADP
ajlm-781	270	25	pulmonary	pulmonary	ADJ
ajlm-781	270	26	tuberculosis	tuberculosis	NOUN
ajlm-781	270	27	and	and	CCONJ
ajlm-781	270	28	rifampicin	rifampicin	VERB
ajlm-781	270	29	resistance	resistance	NOUN
ajlm-781	270	30	in	in	ADP
ajlm-781	270	31	adults	adult	NOUN
ajlm-781	270	32	.	.	PUNCT
ajlm-781	271	1	cochrane	cochrane	NOUN
ajlm-781	271	2	database	database	PROPN
ajlm-781	271	3	syst	syst	PROPN
ajlm-781	271	4	rev	rev	PROPN
ajlm-781	271	5	.	.	PROPN
ajlm-781	271	6	2014;(1):1–166	2014;(1):1–166	NUM
ajlm-781	271	7	.	.	PUNCT
ajlm-781	272	1	shah	shah	PROPN
ajlm-781	272	2	ns	ns	PROPN
ajlm-781	272	3	,	,	PUNCT
ajlm-781	272	4	auld	auld	PROPN
ajlm-781	272	5	sc	sc	PROPN
ajlm-781	272	6	,	,	PUNCT
ajlm-781	272	7	brust	brust	PROPN
ajlm-781	272	8	jc	jc	PROPN
ajlm-781	272	9	,	,	PUNCT
ajlm-781	272	10	et	et	PROPN
ajlm-781	272	11	al	al	PROPN
ajlm-781	272	12	.	.	PUNCT
ajlm-781	272	13	transmission	transmission	NOUN
ajlm-781	272	14	of	of	ADP
ajlm-781	272	15	extensively	extensively	ADV
ajlm-781	272	16	drug	drug	NOUN
ajlm-781	272	17	-	-	PUNCT
ajlm-781	272	18	resistant	resistant	ADJ
ajlm-781	272	19	tuberculosis	tuberculosis	NOUN
ajlm-781	272	20	in	in	ADP
ajlm-781	272	21	south	south	PROPN
ajlm-781	272	22	africa	africa	PROPN
ajlm-781	272	23	.	.	PUNCT
ajlm-781	273	1	n	n	PROPN
ajlm-781	273	2	engl	engl	PROPN
ajlm-781	273	3	j	j	PROPN
ajlm-781	273	4	med	med	PROPN
ajlm-781	273	5	.	.	PUNCT
ajlm-781	274	1	2017;376(3):243–253	2017;376(3):243–253	NUM
ajlm-781	274	2	.	.	PUNCT
ajlm-781	275	1	https://doi.org/10.1056/nejmoa1604544	https://doi.org/10.1056/nejmoa1604544	PROPN
ajlm-781	275	2	who	who	PRON
ajlm-781	275	3	.	.	PUNCT
ajlm-781	276	1	who	who	PRON
ajlm-781	276	2	announces	announce	VERB
ajlm-781	276	3	new	new	ADJ
ajlm-781	276	4	tb	tb	ADP
ajlm-781	276	5	supranational	supranational	ADJ
ajlm-781	276	6	reference	reference	NOUN
ajlm-781	276	7	laboratory	laboratory	NOUN
ajlm-781	276	8	in	in	ADP
ajlm-781	276	9	the	the	DET
ajlm-781	276	10	african	african	ADJ
ajlm-781	276	11	region	region	NOUN
ajlm-781	276	12	.	.	PUNCT
ajlm-781	277	1	2017	2017	NUM
ajlm-781	278	1	[	[	X
ajlm-781	278	2	cited	cite	VERB
ajlm-781	278	3	2018	2018	NUM
ajlm-781	278	4	january	january	PROPN
ajlm-781	278	5	22	22	NUM
ajlm-781	278	6	]	]	PUNCT
ajlm-781	278	7	.	.	PUNCT
ajlm-781	279	1	available	available	ADJ
ajlm-781	279	2	from	from	ADP
ajlm-781	279	3	:	:	PUNCT
ajlm-781	279	4	http://www.who.int/tb/features_archive/tb_supranational_reference_laboratory_afro/en/	http://www.who.int/tb/features_archive/tb_supranational_reference_laboratory_afro/en/	VERB
ajlm-781	279	5	trebucq	trebucq	NOUN
ajlm-781	279	6	a	a	PRON
ajlm-781	279	7	,	,	PUNCT
ajlm-781	279	8	schwoebel	schwoebel	VERB
ajlm-781	279	9	v	v	NOUN
ajlm-781	279	10	,	,	PUNCT
ajlm-781	279	11	kashongwe	kashongwe	PROPN
ajlm-781	280	1	z	z	X
ajlm-781	280	2	,	,	PUNCT
ajlm-781	280	3	et	et	PROPN
ajlm-781	280	4	al	al	PROPN
ajlm-781	280	5	.	.	PUNCT
ajlm-781	280	6	treatment	treatment	NOUN
ajlm-781	280	7	outcome	outcome	NOUN
ajlm-781	280	8	with	with	ADP
ajlm-781	280	9	a	a	DET
ajlm-781	280	10	short	short	ADJ
ajlm-781	280	11	multidrug	multidrug	NOUN
ajlm-781	280	12	-	-	PUNCT
ajlm-781	280	13	resistant	resistant	ADJ
ajlm-781	280	14	tuberculosis	tuberculosis	NOUN
ajlm-781	280	15	regimen	regiman	NOUN
ajlm-781	280	16	in	in	ADP
ajlm-781	280	17	nine	nine	NUM
ajlm-781	280	18	african	african	ADJ
ajlm-781	280	19	countries	country	NOUN
ajlm-781	280	20	.	.	PUNCT
ajlm-781	281	1	int	int	PROPN
ajlm-781	281	2	j	j	PROPN
ajlm-781	281	3	tuberc	tuberc	PROPN
ajlm-781	281	4	lung	lung	PROPN
ajlm-781	281	5	dis	dis	PROPN
ajlm-781	281	6	.	.	PUNCT
ajlm-781	282	1	2018;22(1):17–25	2018;22(1):17–25	X
ajlm-781	282	2	.	.	X
ajlm-781	282	3	https://doi.org/10.5588/ijtld.17.0498	https://doi.org/10.5588/ijtld.17.0498	PROPN
ajlm-781	282	4	schnippel	schnippel	PROPN
ajlm-781	282	5	k	k	PROPN
ajlm-781	282	6	,	,	PUNCT
ajlm-781	282	7	ndjeka	ndjeka	NOUN
ajlm-781	282	8	n	n	CCONJ
ajlm-781	282	9	,	,	PUNCT
ajlm-781	282	10	maartens	maarten	VERB
ajlm-781	282	11	g	g	PROPN
ajlm-781	282	12	,	,	PUNCT
ajlm-781	282	13	et	et	PROPN
ajlm-781	282	14	al	al	PROPN
ajlm-781	282	15	.	.	PROPN
ajlm-781	282	16	effect	effect	NOUN
ajlm-781	282	17	of	of	ADP
ajlm-781	282	18	bedaquiline	bedaquiline	NOUN
ajlm-781	282	19	on	on	ADP
ajlm-781	282	20	mortality	mortality	NOUN
ajlm-781	282	21	in	in	ADP
ajlm-781	282	22	south	south	ADJ
ajlm-781	282	23	african	african	ADJ
ajlm-781	282	24	patients	patient	NOUN
ajlm-781	282	25	with	with	ADP
ajlm-781	282	26	drug	drug	NOUN
ajlm-781	282	27	-	-	PUNCT
ajlm-781	282	28	resistant	resistant	ADJ
ajlm-781	282	29	tuberculosis	tuberculosis	NOUN
ajlm-781	282	30	:	:	PUNCT
ajlm-781	282	31	a	a	DET
ajlm-781	282	32	retrospective	retrospective	ADJ
ajlm-781	282	33	cohort	cohort	NOUN
ajlm-781	282	34	study	study	NOUN
ajlm-781	282	35	.	.	PUNCT
ajlm-781	283	1	lancet	lancet	PROPN
ajlm-781	283	2	respir	respir	VERB
ajlm-781	283	3	med	med	ADJ
ajlm-781	283	4	.	.	PUNCT
ajlm-781	284	1	2018;6:699–706	2018;6:699–706	X
ajlm-781	284	2	.	.	PROPN
ajlm-781	284	3	https://doi.org/10.1016/s2213-2600(18)30235-2	https://doi.org/10.1016/s2213-2600(18)30235-2	PROPN
ajlm-781	284	4	cain	cain	PROPN
ajlm-781	284	5	kp	kp	PROPN
ajlm-781	284	6	,	,	PUNCT
ajlm-781	284	7	marano	marano	PROPN
ajlm-781	284	8	n	n	PROPN
ajlm-781	284	9	,	,	PUNCT
ajlm-781	284	10	kamene	kamene	PROPN
ajlm-781	284	11	m	m	PROPN
ajlm-781	284	12	,	,	PUNCT
ajlm-781	284	13	et	et	PROPN
ajlm-781	284	14	al	al	PROPN
ajlm-781	284	15	.	.	PUNCT
ajlm-781	285	1	the	the	DET
ajlm-781	285	2	movement	movement	NOUN
ajlm-781	285	3	of	of	ADP
ajlm-781	285	4	multidrug	multidrug	NOUN
ajlm-781	285	5	-	-	PUNCT
ajlm-781	285	6	resistant	resistant	ADJ
ajlm-781	285	7	tuberculosis	tuberculosis	NOUN
ajlm-781	285	8	across	across	ADP
ajlm-781	285	9	borders	border	NOUN
ajlm-781	285	10	in	in	ADP
ajlm-781	285	11	east	east	PROPN
ajlm-781	285	12	africa	africa	PROPN
ajlm-781	285	13	needs	need	VERB
ajlm-781	285	14	a	a	DET
ajlm-781	285	15	regional	regional	ADJ
ajlm-781	285	16	and	and	CCONJ
ajlm-781	285	17	global	global	ADJ
ajlm-781	285	18	solution	solution	NOUN
ajlm-781	285	19	.	.	PUNCT
ajlm-781	286	1	plos	plos	PROPN
ajlm-781	286	2	med	med	PROPN
ajlm-781	286	3	.	.	PUNCT
ajlm-781	287	1	2015;12(2):e1001791	2015;12(2):e1001791	NUM
ajlm-781	287	2	.	.	PUNCT
ajlm-781	287	3	https://doi.org/10.1371/journal.pmed.1001791	https://doi.org/10.1371/journal.pmed.1001791	PROPN
ajlm-781	287	4	rees	rees	PROPN
ajlm-781	287	5	d	d	PROPN
ajlm-781	287	6	,	,	PUNCT
ajlm-781	287	7	murray	murray	PROPN
ajlm-781	287	8	j	j	PROPN
ajlm-781	287	9	,	,	PUNCT
ajlm-781	287	10	nelson	nelson	PROPN
ajlm-781	287	11	g	g	PROPN
ajlm-781	287	12	,	,	PUNCT
ajlm-781	287	13	sonnenberg	sonnenberg	PROPN
ajlm-781	287	14	p.	p.	NOUN
ajlm-781	287	15	oscillating	oscillate	VERB
ajlm-781	287	16	migration	migration	NOUN
ajlm-781	287	17	and	and	CCONJ
ajlm-781	287	18	the	the	DET
ajlm-781	287	19	epidemics	epidemic	NOUN
ajlm-781	287	20	of	of	ADP
ajlm-781	287	21	silicosis	silicosis	NOUN
ajlm-781	287	22	,	,	PUNCT
ajlm-781	287	23	tuberculosis	tuberculosis	NOUN
ajlm-781	287	24	,	,	PUNCT
ajlm-781	287	25	and	and	CCONJ
ajlm-781	287	26	hiv	hiv	PROPN
ajlm-781	287	27	infection	infection	NOUN
ajlm-781	287	28	in	in	ADP
ajlm-781	287	29	south	south	ADJ
ajlm-781	287	30	african	african	ADJ
ajlm-781	287	31	gold	gold	NOUN
ajlm-781	287	32	miners	miner	NOUN
ajlm-781	287	33	.	.	PUNCT
ajlm-781	288	1	am	be	AUX
ajlm-781	288	2	j	j	PROPN
ajlm-781	288	3	ind	ind	PROPN
ajlm-781	288	4	med	med	PROPN
ajlm-781	288	5	.	.	PUNCT
ajlm-781	289	1	2010;53(4):398–404	2010;53(4):398–404	NUM
ajlm-781	289	2	.	.	PUNCT
ajlm-781	290	1	https://doi.org/10.1002/ajim.20716	https://doi.org/10.1002/ajim.20716	VERB
ajlm-781	290	2	ilead	ilead	NOUN
ajlm-781	290	3	.	.	PUNCT
ajlm-781	291	1	innovation	innovation	NOUN
ajlm-781	291	2	:	:	PUNCT
ajlm-781	291	3	laboratory	laboratory	NOUN
ajlm-781	291	4	engineered	engineer	VERB
ajlm-781	291	5	accelerated	accelerate	VERB
ajlm-781	291	6	diagnostics	diagnostic	NOUN
ajlm-781	291	7	.	.	PUNCT
ajlm-781	292	1	2017	2017	NUM
ajlm-781	292	2	.	.	PUNCT
ajlm-781	293	1	[	[	X
ajlm-781	293	2	cited	cite	VERB
ajlm-781	293	3	2018	2018	NUM
ajlm-781	293	4	january	january	PROPN
ajlm-781	293	5	22	22	NUM
ajlm-781	293	6	]	]	PUNCT
ajlm-781	293	7	.	.	PUNCT
ajlm-781	294	1	available	available	ADJ
ajlm-781	294	2	from	from	ADP
ajlm-781	294	3	:	:	PUNCT
ajlm-781	294	4	http://ilead.org.za/	http://ilead.org.za/	PROPN
ajlm-781	294	5	appendix	appendix	VERB
ajlm-781	294	6	1	1	NUM
ajlm-781	294	7	table	table	NOUN
ajlm-781	294	8	1	1	NUM
ajlm-781	294	9	-	-	PUNCT
ajlm-781	294	10	a1	a1	NOUN
ajlm-781	294	11	:	:	PUNCT
ajlm-781	294	12	 	 	SPACE
ajlm-781	294	13	mdr	mdr	PROPN
ajlm-781	294	14	-	-	NOUN
ajlm-781	294	15	tb	tb	ADP
ajlm-781	294	16	outcomes	outcome	NOUN
ajlm-781	294	17	in	in	ADP
ajlm-781	294	18	africa	africa	PROPN
ajlm-781	294	19	:	:	PUNCT
ajlm-781	294	20	2014	2014	NUM
ajlm-781	294	21	.	.	PUNCT