id	sid	tid	token	lemma	pos
ajlm-217	1	1	article	article	PROPN
ajlm-217	1	2	information	information	NOUN
ajlm-217	1	3	authors	author	NOUN
ajlm-217	1	4	:	:	PUNCT
ajlm-217	1	5	innocent	innocent	ADJ
ajlm-217	1	6	nzabahimana1	nzabahimana1	PROPN
ajlm-217	1	7	sabin	sabin	PROPN
ajlm-217	1	8	sebasirimu1	sebasirimu1	PROPN
ajlm-217	2	1	john	john	PROPN
ajlm-217	2	2	b.	b.	PROPN
ajlm-217	2	3	gatabazi2	gatabazi2	PROPN
ajlm-217	3	1	emmanuel	emmanuel	PROPN
ajlm-217	3	2	ruzindana1	ruzindana1	PROPN
ajlm-217	3	3	claver	claver	PROPN
ajlm-217	3	4	kayobotsi3	kayobotsi3	PROPN
ajlm-217	3	5	mary	mary	PROPN
ajlm-217	3	6	k.	k.	PROPN
ajlm-217	3	7	linde4	linde4	PROPN
ajlm-217	4	1	jean	jean	PROPN
ajlm-217	4	2	b.	b.	PROPN
ajlm-217	4	3	mazarati1	mazarati1	PROPN
ajlm-217	4	4	edouard	edouard	PROPN
ajlm-217	4	5	ntagwabira1	ntagwabira1	PROPN
ajlm-217	4	6	janvier	janvier	PROPN
ajlm-217	4	7	serumondo1	serumondo1	PROPN
ajlm-217	4	8	georges	georges	PROPN
ajlm-217	4	9	a.	a.	PROPN
ajlm-217	4	10	dahourou5	dahourou5	PROPN
ajlm-217	4	11	wangeci	wangeci	PROPN
ajlm-217	4	12	gatei5	gatei5	PROPN
ajlm-217	4	13	claude	claude	PROPN
ajlm-217	4	14	m.	m.	PROPN
ajlm-217	4	15	muvunyi1	muvunyi1	PROPN
ajlm-217	4	16	affiliations	affiliation	NOUN
ajlm-217	4	17	:	:	PUNCT
ajlm-217	4	18	1rwanda	1rwanda	NUM
ajlm-217	4	19	biomedical	biomedical	ADJ
ajlm-217	4	20	center	center	NOUN
ajlm-217	4	21	/	/	SYM
ajlm-217	4	22	national	national	ADJ
ajlm-217	4	23	reference	reference	NOUN
ajlm-217	4	24	laboratory	laboratory	NOUN
ajlm-217	4	25	,	,	PUNCT
ajlm-217	4	26	rwanda2rwanda	rwanda2rwanda	PROPN
ajlm-217	4	27	military	military	ADJ
ajlm-217	4	28	hospital	hospital	NOUN
ajlm-217	4	29	,	,	PUNCT
ajlm-217	4	30	rwanda	rwanda	PROPN
ajlm-217	4	31	3single	3single	NUM
ajlm-217	4	32	project	project	NOUN
ajlm-217	4	33	implementation	implementation	NOUN
ajlm-217	4	34	unit	unit	NOUN
ajlm-217	4	35	(	(	PUNCT
ajlm-217	4	36	spiu)/ministry	spiu)/ministry	NOUN
ajlm-217	4	37	of	of	ADP
ajlm-217	4	38	health	health	NOUN
ajlm-217	4	39	,	,	PUNCT
ajlm-217	4	40	kenya	kenya	NOUN
ajlm-217	4	41	4american	4american	NUM
ajlm-217	4	42	society	society	NOUN
ajlm-217	4	43	for	for	ADP
ajlm-217	4	44	clinical	clinical	ADJ
ajlm-217	4	45	pathology	pathology	NOUN
ajlm-217	4	46	(	(	PUNCT
ajlm-217	4	47	ascp	ascp	PROPN
ajlm-217	4	48	)	)	PUNCT
ajlm-217	4	49	,	,	PUNCT
ajlm-217	4	50	united	united	PROPN
ajlm-217	4	51	states	states	PROPN
ajlm-217	4	52	5us	5us	NOUN
ajlm-217	4	53	centers	center	NOUN
ajlm-217	4	54	for	for	ADP
ajlm-217	4	55	disease	disease	NOUN
ajlm-217	4	56	control	control	NOUN
ajlm-217	4	57	and	and	CCONJ
ajlm-217	4	58	prevention	prevention	NOUN
ajlm-217	4	59	(	(	PUNCT
ajlm-217	4	60	cdc	cdc	PROPN
ajlm-217	4	61	)	)	PUNCT
ajlm-217	4	62	,	,	PUNCT
ajlm-217	4	63	rwanda	rwanda	PROPN
ajlm-217	4	64	correspondence	correspondence	NOUN
ajlm-217	4	65	to	to	ADP
ajlm-217	4	66	:	:	PUNCT
ajlm-217	4	67	innocent	innocent	ADJ
ajlm-217	4	68	nzabahimana	nzabahimana	ADJ
ajlm-217	4	69	postal	postal	ADJ
ajlm-217	4	70	address	address	NOUN
ajlm-217	4	71	:	:	PUNCT
ajlm-217	4	72	po	po	PROPN
ajlm-217	4	73	box	box	PROPN
ajlm-217	4	74	4668	4668	NUM
ajlm-217	4	75	,	,	PUNCT
ajlm-217	4	76	kigali	kigali	PROPN
ajlm-217	4	77	,	,	PUNCT
ajlm-217	4	78	rwanda	rwanda	PROPN
ajlm-217	4	79	dates	date	NOUN
ajlm-217	4	80	:	:	PUNCT
ajlm-217	4	81	received	receive	VERB
ajlm-217	4	82	:	:	PUNCT
ajlm-217	4	83	25	25	NUM
ajlm-217	4	84	july	july	PROPN
ajlm-217	4	85	2014	2014	NUM
ajlm-217	4	86	accepted	accept	VERB
ajlm-217	4	87	:	:	PUNCT
ajlm-217	4	88	11	11	NUM
ajlm-217	4	89	sept	sept	PROPN
ajlm-217	4	90	.	.	PROPN
ajlm-217	4	91	2014	2014	NUM
ajlm-217	4	92	published	publish	VERB
ajlm-217	4	93	:	:	PUNCT
ajlm-217	4	94	03	03	NUM
ajlm-217	4	95	nov	nov	PROPN
ajlm-217	4	96	.	.	PROPN
ajlm-217	4	97	2014	2014	NUM
ajlm-217	4	98	how	how	SCONJ
ajlm-217	4	99	to	to	PART
ajlm-217	4	100	cite	cite	VERB
ajlm-217	4	101	this	this	DET
ajlm-217	4	102	article	article	NOUN
ajlm-217	4	103	:	:	PUNCT
ajlm-217	4	104	nzabahimana	nzabahimana	PROPN
ajlm-217	5	1	i	i	PRON
ajlm-217	5	2	,	,	PUNCT
ajlm-217	5	3	sebasirimu	sebasirimu	NOUN
ajlm-217	5	4	s	s	PROPN
ajlm-217	5	5	,	,	PUNCT
ajlm-217	5	6	gatabazi	gatabazi	ADV
ajlm-217	5	7	jb	jb	PROPN
ajlm-217	5	8	,	,	PUNCT
ajlm-217	5	9	et	et	PROPN
ajlm-217	5	10	al	al	PROPN
ajlm-217	5	11	.	.	PUNCT
ajlm-217	5	12	innovative	innovative	ADJ
ajlm-217	5	13	strategies	strategy	NOUN
ajlm-217	5	14	for	for	ADP
ajlm-217	5	15	a	a	DET
ajlm-217	5	16	successful	successful	ADJ
ajlm-217	5	17	slmta	slmta	NOUN
ajlm-217	5	18	country	country	NOUN
ajlm-217	5	19	programme	programme	NOUN
ajlm-217	5	20	:	:	PUNCT
ajlm-217	5	21	the	the	DET
ajlm-217	5	22	rwanda	rwanda	PROPN
ajlm-217	5	23	story	story	NOUN
ajlm-217	5	24	.	.	PUNCT
ajlm-217	6	1	afr	afr	PROPN
ajlm-217	6	2	j	j	PROPN
ajlm-217	6	3	lab	lab	PROPN
ajlm-217	6	4	med	me	VERB
ajlm-217	6	5	.	.	PUNCT
ajlm-217	7	1	2014;3(2	2014;3(2	NUM
ajlm-217	7	2	)	)	PUNCT
ajlm-217	7	3	,	,	PUNCT
ajlm-217	7	4	art	art	NOUN
ajlm-217	7	5	.	.	PUNCT
ajlm-217	8	1	#	#	SYM
ajlm-217	8	2	217	217	NUM
ajlm-217	8	3	,	,	PUNCT
ajlm-217	8	4	6	6	NUM
ajlm-217	8	5	pages	page	NOUN
ajlm-217	8	6	.	.	PUNCT
ajlm-217	9	1	http://dx.doi.org/10.4102/	http://dx.doi.org/10.4102/	NUM
ajlm-217	9	2	ajlm.v3i2.217	ajlm.v3i2.217	ADJ
ajlm-217	9	3	copyright	copyright	NOUN
ajlm-217	9	4	notice	notice	NOUN
ajlm-217	9	5	:	:	PUNCT
ajlm-217	9	6	©	©	PROPN
ajlm-217	9	7	2014	2014	NUM
ajlm-217	9	8	.	.	PUNCT
ajlm-217	10	1	the	the	DET
ajlm-217	10	2	authors	author	NOUN
ajlm-217	10	3	.	.	PUNCT
ajlm-217	11	1	licensee	licensee	NOUN
ajlm-217	11	2	:	:	PUNCT
ajlm-217	11	3	aosis	aosis	NOUN
ajlm-217	11	4	openjournals	openjournal	NOUN
ajlm-217	11	5	.	.	PUNCT
ajlm-217	12	1	this	this	PRON
ajlm-217	12	2	is	be	AUX
ajlm-217	12	3	an	an	DET
ajlm-217	12	4	open	open	ADJ
ajlm-217	12	5	access	access	NOUN
ajlm-217	12	6	article	article	NOUN
ajlm-217	12	7	distributed	distribute	VERB
ajlm-217	12	8	under	under	ADP
ajlm-217	12	9	the	the	DET
ajlm-217	12	10	terms	term	NOUN
ajlm-217	12	11	of	of	ADP
ajlm-217	12	12	the	the	DET
ajlm-217	12	13	creative	creative	ADJ
ajlm-217	12	14	commons	common	NOUN
ajlm-217	12	15	attribution	attribution	NOUN
ajlm-217	12	16	license	license	NOUN
ajlm-217	12	17	,	,	PUNCT
ajlm-217	12	18	which	which	PRON
ajlm-217	12	19	permits	permit	VERB
ajlm-217	12	20	unrestricted	unrestricted	ADJ
ajlm-217	12	21	use	use	NOUN
ajlm-217	12	22	,	,	PUNCT
ajlm-217	12	23	distribution	distribution	NOUN
ajlm-217	12	24	,	,	PUNCT
ajlm-217	12	25	and	and	CCONJ
ajlm-217	12	26	reproduction	reproduction	NOUN
ajlm-217	12	27	in	in	ADP
ajlm-217	12	28	any	any	DET
ajlm-217	12	29	medium	medium	NOUN
ajlm-217	12	30	,	,	PUNCT
ajlm-217	12	31	provided	provide	VERB
ajlm-217	12	32	the	the	DET
ajlm-217	12	33	original	original	ADJ
ajlm-217	12	34	work	work	NOUN
ajlm-217	12	35	is	be	AUX
ajlm-217	12	36	properly	properly	ADV
ajlm-217	12	37	cited	cite	VERB
ajlm-217	12	38	.	.	PUNCT
ajlm-217	13	1	innovative	innovative	ADJ
ajlm-217	13	2	strategies	strategy	NOUN
ajlm-217	13	3	for	for	ADP
ajlm-217	13	4	a	a	DET
ajlm-217	13	5	successful	successful	ADJ
ajlm-217	13	6	slmta	slmta	NOUN
ajlm-217	13	7	country	country	NOUN
ajlm-217	13	8	programme	programme	NOUN
ajlm-217	13	9	:	:	PUNCT
ajlm-217	13	10	the	the	DET
ajlm-217	13	11	rwanda	rwanda	PROPN
ajlm-217	13	12	story	story	NOUN
ajlm-217	13	13	in	in	ADP
ajlm-217	13	14	this	this	DET
ajlm-217	13	15	original	original	ADJ
ajlm-217	13	16	research	research	NOUN
ajlm-217	13	17	...	...	PUNCT
ajlm-217	13	18	open	open	ADJ
ajlm-217	13	19	access	access	NOUN
ajlm-217	13	20	•	•	ADP
ajlm-217	13	21	abstract	abstract	ADJ
ajlm-217	13	22	•	•	NUM
ajlm-217	13	23	introduction	introduction	NOUN
ajlm-217	13	24	•	•	NUM
ajlm-217	13	25	research	research	NOUN
ajlm-217	13	26	method	method	NOUN
ajlm-217	13	27	and	and	CCONJ
ajlm-217	13	28	design	design	NOUN
ajlm-217	13	29	   	   	SPACE
ajlm-217	13	30	•	•	NUM
ajlm-217	13	31	slmta	slmta	NOUN
ajlm-217	13	32	sites	site	NOUN
ajlm-217	13	33	and	and	CCONJ
ajlm-217	13	34	training	train	VERB
ajlm-217	13	35	   	   	SPACE
ajlm-217	13	36	•	•	NOUN
ajlm-217	13	37	audits	audits	NOUN
ajlm-217	13	38	   	   	SPACE
ajlm-217	13	39	•	•	NUM
ajlm-217	13	40	mentorship	mentorship	NOUN
ajlm-217	13	41	and	and	CCONJ
ajlm-217	13	42	performance	performance	NOUN
ajlm-217	13	43	-	-	PUNCT
ajlm-217	13	44	based	base	VERB
ajlm-217	13	45	financing	financing	NOUN
ajlm-217	13	46	•	•	NUM
ajlm-217	13	47	results	result	NOUN
ajlm-217	13	48	   	   	SPACE
ajlm-217	13	49	•	•	NUM
ajlm-217	13	50	cohort	cohort	NOUN
ajlm-217	14	1	i	i	PRON
ajlm-217	14	2	   	   	SPACE
ajlm-217	14	3	•	•	NUM
ajlm-217	14	4	cohort	cohort	PROPN
ajlm-217	14	5	ii	ii	PROPN
ajlm-217	14	6	   	   	SPACE
ajlm-217	14	7	•	•	NUM
ajlm-217	14	8	cohort	cohort	PROPN
ajlm-217	14	9	iii	iii	X
ajlm-217	14	10	   	   	SPACE
ajlm-217	14	11	•	•	NOUN
ajlm-217	14	12	national	national	ADJ
ajlm-217	14	13	reference	reference	NOUN
ajlm-217	14	14	laboratory	laboratory	NOUN
ajlm-217	14	15	   	   	SPACE
ajlm-217	14	16	•	•	NOUN
ajlm-217	14	17	performance	performance	NOUN
ajlm-217	14	18	-	-	PUNCT
ajlm-217	14	19	based	base	VERB
ajlm-217	14	20	financing	financing	NOUN
ajlm-217	14	21	•	•	NUM
ajlm-217	14	22	discussion	discussion	NOUN
ajlm-217	14	23	   	   	SPACE
ajlm-217	14	24	•	•	NUM
ajlm-217	14	25	conclusion	conclusion	NOUN
ajlm-217	14	26	•	•	NUM
ajlm-217	14	27	acknowledgements	acknowledgement	NOUN
ajlm-217	14	28	   	   	SPACE
ajlm-217	14	29	•	•	NOUN
ajlm-217	14	30	competing	compete	VERB
ajlm-217	14	31	interests	interest	NOUN
ajlm-217	14	32	   	   	SPACE
ajlm-217	14	33	•	•	NUM
ajlm-217	14	34	authors	author	NOUN
ajlm-217	14	35	’	'	PUNCT
ajlm-217	14	36	contributions	contribution	NOUN
ajlm-217	14	37	   	   	SPACE
ajlm-217	14	38	•	•	NUM
ajlm-217	14	39	attribution	attribution	NOUN
ajlm-217	14	40	and	and	CCONJ
ajlm-217	14	41	disclaimer	disclaimer	ADJ
ajlm-217	14	42	•	•	ADJ
ajlm-217	14	43	references	reference	NOUN
ajlm-217	14	44	abstract	abstract	ADJ
ajlm-217	14	45	top	top	PROPN
ajlm-217	14	46	↑	↑	PROPN
ajlm-217	14	47	background	background	NOUN
ajlm-217	14	48	:	:	PUNCT
ajlm-217	14	49	in	in	ADP
ajlm-217	14	50	2009	2009	NUM
ajlm-217	14	51	,	,	PUNCT
ajlm-217	14	52	to	to	PART
ajlm-217	14	53	improve	improve	VERB
ajlm-217	14	54	the	the	DET
ajlm-217	14	55	performance	performance	NOUN
ajlm-217	14	56	of	of	ADP
ajlm-217	14	57	laboratories	laboratory	NOUN
ajlm-217	14	58	and	and	CCONJ
ajlm-217	14	59	strengthen	strengthen	VERB
ajlm-217	14	60	healthcare	healthcare	NOUN
ajlm-217	14	61	systems	system	NOUN
ajlm-217	14	62	,	,	PUNCT
ajlm-217	14	63	the	the	DET
ajlm-217	14	64	world	world	PROPN
ajlm-217	14	65	health	health	PROPN
ajlm-217	14	66	organization	organization	PROPN
ajlm-217	14	67	regional	regional	ADJ
ajlm-217	14	68	office	office	PROPN
ajlm-217	14	69	for	for	ADP
ajlm-217	14	70	africa	africa	PROPN
ajlm-217	14	71	(	(	PUNCT
ajlm-217	14	72	who	who	PRON
ajlm-217	14	73	afro	afro	NOUN
ajlm-217	14	74	)	)	PUNCT
ajlm-217	14	75	and	and	CCONJ
ajlm-217	14	76	partners	partner	NOUN
ajlm-217	14	77	launched	launch	VERB
ajlm-217	14	78	two	two	NUM
ajlm-217	14	79	initiatives	initiative	NOUN
ajlm-217	14	80	:	:	PUNCT
ajlm-217	14	81	a	a	DET
ajlm-217	14	82	laboratory	laboratory	NOUN
ajlm-217	14	83	quality	quality	NOUN
ajlm-217	14	84	improvement	improvement	NOUN
ajlm-217	14	85	programme	programme	NOUN
ajlm-217	14	86	called	call	VERB
ajlm-217	14	87	strengthening	strengthen	VERB
ajlm-217	14	88	laboratory	laboratory	NOUN
ajlm-217	14	89	management	management	NOUN
ajlm-217	14	90	toward	toward	ADP
ajlm-217	14	91	accreditation	accreditation	NOUN
ajlm-217	14	92	(	(	PUNCT
ajlm-217	14	93	slmta	slmta	NOUN
ajlm-217	14	94	)	)	PUNCT
ajlm-217	14	95	,	,	PUNCT
ajlm-217	14	96	and	and	CCONJ
ajlm-217	14	97	what	what	PRON
ajlm-217	14	98	is	be	AUX
ajlm-217	14	99	now	now	ADV
ajlm-217	14	100	called	call	VERB
ajlm-217	14	101	the	the	DET
ajlm-217	14	102	stepwise	stepwise	PROPN
ajlm-217	14	103	laboratory	laboratory	NOUN
ajlm-217	14	104	quality	quality	NOUN
ajlm-217	14	105	improvement	improvement	NOUN
ajlm-217	14	106	process	process	NOUN
ajlm-217	14	107	towards	towards	ADP
ajlm-217	14	108	accreditation	accreditation	NOUN
ajlm-217	14	109	(	(	PUNCT
ajlm-217	14	110	slipta).objectives	slipta).objective	NOUN
ajlm-217	14	111	:	:	PUNCT
ajlm-217	14	112	this	this	DET
ajlm-217	14	113	study	study	NOUN
ajlm-217	14	114	describes	describe	VERB
ajlm-217	14	115	the	the	DET
ajlm-217	14	116	achievements	achievement	NOUN
ajlm-217	14	117	of	of	ADP
ajlm-217	14	118	rwandan	rwandan	PROPN
ajlm-217	14	119	laboratories	laboratory	NOUN
ajlm-217	14	120	four	four	NUM
ajlm-217	14	121	years	year	NOUN
ajlm-217	14	122	after	after	ADP
ajlm-217	14	123	the	the	DET
ajlm-217	14	124	introduction	introduction	NOUN
ajlm-217	14	125	of	of	ADP
ajlm-217	14	126	slmta	slmta	NOUN
ajlm-217	14	127	in	in	ADP
ajlm-217	14	128	the	the	DET
ajlm-217	14	129	country	country	NOUN
ajlm-217	14	130	,	,	PUNCT
ajlm-217	14	131	using	use	VERB
ajlm-217	14	132	the	the	DET
ajlm-217	14	133	slipta	slipta	NOUN
ajlm-217	14	134	scoring	score	VERB
ajlm-217	14	135	system	system	NOUN
ajlm-217	14	136	to	to	PART
ajlm-217	14	137	measure	measure	VERB
ajlm-217	14	138	laboratory	laboratory	NOUN
ajlm-217	14	139	progress	progress	NOUN
ajlm-217	14	140	.	.	PUNCT
ajlm-217	15	1	methods	method	NOUN
ajlm-217	15	2	:	:	PUNCT
ajlm-217	15	3	three	three	NUM
ajlm-217	15	4	cohorts	cohort	NOUN
ajlm-217	15	5	of	of	ADP
ajlm-217	15	6	five	five	NUM
ajlm-217	15	7	laboratories	laboratory	NOUN
ajlm-217	15	8	each	each	PRON
ajlm-217	15	9	were	be	AUX
ajlm-217	15	10	enrolled	enrol	VERB
ajlm-217	15	11	in	in	ADP
ajlm-217	15	12	the	the	DET
ajlm-217	15	13	slmta	slmta	NOUN
ajlm-217	15	14	programme	programme	NOUN
ajlm-217	15	15	in	in	ADP
ajlm-217	15	16	2010	2010	NUM
ajlm-217	15	17	,	,	PUNCT
ajlm-217	15	18	2011	2011	NUM
ajlm-217	15	19	and	and	CCONJ
ajlm-217	15	20	2013	2013	NUM
ajlm-217	15	21	.	.	PUNCT
ajlm-217	16	1	the	the	DET
ajlm-217	16	2	cohorts	cohort	NOUN
ajlm-217	16	3	used	use	VERB
ajlm-217	16	4	slmta	slmta	NOUN
ajlm-217	16	5	workshops	workshop	NOUN
ajlm-217	16	6	,	,	PUNCT
ajlm-217	16	7	improvement	improvement	NOUN
ajlm-217	16	8	projects	project	NOUN
ajlm-217	16	9	,	,	PUNCT
ajlm-217	16	10	mentorship	mentorship	NOUN
ajlm-217	16	11	and	and	CCONJ
ajlm-217	16	12	quarterly	quarterly	ADJ
ajlm-217	16	13	performance	performance	NOUN
ajlm-217	16	14	-	-	PUNCT
ajlm-217	16	15	based	base	VERB
ajlm-217	16	16	financing	financing	NOUN
ajlm-217	16	17	incentives	incentive	NOUN
ajlm-217	16	18	to	to	PART
ajlm-217	16	19	accelerate	accelerate	VERB
ajlm-217	16	20	laboratory	laboratory	NOUN
ajlm-217	16	21	quality	quality	NOUN
ajlm-217	16	22	improvement	improvement	NOUN
ajlm-217	16	23	.	.	PUNCT
ajlm-217	17	1	baseline	baseline	NOUN
ajlm-217	17	2	,	,	PUNCT
ajlm-217	17	3	exit	exit	NOUN
ajlm-217	17	4	and	and	CCONJ
ajlm-217	17	5	follow	follow	VERB
ajlm-217	17	6	-	-	PUNCT
ajlm-217	17	7	up	up	ADP
ajlm-217	17	8	audits	audits	NOUN
ajlm-217	17	9	were	be	AUX
ajlm-217	17	10	conducted	conduct	VERB
ajlm-217	17	11	over	over	ADP
ajlm-217	17	12	a	a	DET
ajlm-217	17	13	two	two	NUM
ajlm-217	17	14	-	-	PUNCT
ajlm-217	17	15	year	year	NOUN
ajlm-217	17	16	period	period	NOUN
ajlm-217	17	17	from	from	ADP
ajlm-217	17	18	the	the	DET
ajlm-217	17	19	time	time	NOUN
ajlm-217	17	20	of	of	ADP
ajlm-217	17	21	enrolment	enrolment	NOUN
ajlm-217	17	22	.	.	PUNCT
ajlm-217	18	1	audit	audit	NOUN
ajlm-217	18	2	scores	score	NOUN
ajlm-217	18	3	were	be	AUX
ajlm-217	18	4	used	use	VERB
ajlm-217	18	5	to	to	PART
ajlm-217	18	6	categorise	categorise	VERB
ajlm-217	18	7	laboratory	laboratory	NOUN
ajlm-217	18	8	quality	quality	NOUN
ajlm-217	18	9	on	on	ADP
ajlm-217	18	10	a	a	DET
ajlm-217	18	11	scale	scale	NOUN
ajlm-217	18	12	of	of	ADP
ajlm-217	18	13	zero	zero	NUM
ajlm-217	18	14	(	(	PUNCT
ajlm-217	18	15	<	<	X
ajlm-217	18	16	55	55	NUM
ajlm-217	18	17	%	%	NOUN
ajlm-217	18	18	)	)	PUNCT
ajlm-217	18	19	to	to	ADP
ajlm-217	18	20	five	five	NUM
ajlm-217	18	21	(	(	PUNCT
ajlm-217	18	22	95	95	NUM
ajlm-217	18	23	%	%	NOUN
ajlm-217	18	24	–	–	PUNCT
ajlm-217	18	25	100	100	NUM
ajlm-217	18	26	%	%	NOUN
ajlm-217	18	27	)	)	PUNCT
ajlm-217	18	28	stars	star	NOUN
ajlm-217	18	29	.	.	PUNCT
ajlm-217	19	1	results	result	NOUN
ajlm-217	19	2	:	:	PUNCT
ajlm-217	19	3	at	at	ADP
ajlm-217	19	4	baseline	baseline	NOUN
ajlm-217	19	5	,	,	PUNCT
ajlm-217	19	6	14	14	NUM
ajlm-217	19	7	of	of	ADP
ajlm-217	19	8	the	the	DET
ajlm-217	19	9	15	15	NUM
ajlm-217	19	10	laboratories	laboratory	NOUN
ajlm-217	19	11	received	receive	VERB
ajlm-217	19	12	zero	zero	NUM
ajlm-217	19	13	stars	star	NOUN
ajlm-217	19	14	with	with	ADP
ajlm-217	19	15	the	the	DET
ajlm-217	19	16	remaining	remain	VERB
ajlm-217	19	17	laboratory	laboratory	NOUN
ajlm-217	19	18	receiving	receive	VERB
ajlm-217	19	19	a	a	DET
ajlm-217	19	20	two	two	NUM
ajlm-217	19	21	-	-	PUNCT
ajlm-217	19	22	star	star	NOUN
ajlm-217	19	23	rating	rating	NOUN
ajlm-217	19	24	.	.	PUNCT
ajlm-217	20	1	at	at	ADP
ajlm-217	20	2	exit	exit	NOUN
ajlm-217	20	3	,	,	PUNCT
ajlm-217	20	4	five	five	NUM
ajlm-217	20	5	laboratories	laboratory	NOUN
ajlm-217	20	6	received	receive	VERB
ajlm-217	20	7	one	one	NUM
ajlm-217	20	8	star	star	NOUN
ajlm-217	20	9	,	,	PUNCT
ajlm-217	20	10	six	six	NUM
ajlm-217	20	11	received	receive	VERB
ajlm-217	20	12	two	two	NUM
ajlm-217	20	13	stars	star	NOUN
ajlm-217	20	14	and	and	CCONJ
ajlm-217	20	15	four	four	NUM
ajlm-217	20	16	received	receive	VERB
ajlm-217	20	17	three	three	NUM
ajlm-217	20	18	stars	star	NOUN
ajlm-217	20	19	.	.	PUNCT
ajlm-217	21	1	at	at	ADP
ajlm-217	21	2	the	the	DET
ajlm-217	21	3	follow	follow	VERB
ajlm-217	21	4	-	-	PUNCT
ajlm-217	21	5	up	up	ADP
ajlm-217	21	6	audit	audit	NOUN
ajlm-217	21	7	conducted	conduct	VERB
ajlm-217	21	8	in	in	ADP
ajlm-217	21	9	the	the	DET
ajlm-217	21	10	first	first	ADJ
ajlm-217	21	11	two	two	NUM
ajlm-217	21	12	cohorts	cohort	NOUN
ajlm-217	21	13	approximately	approximately	ADV
ajlm-217	21	14	one	one	NUM
ajlm-217	21	15	year	year	NOUN
ajlm-217	21	16	after	after	ADP
ajlm-217	21	17	exit	exit	NOUN
ajlm-217	21	18	,	,	PUNCT
ajlm-217	21	19	one	one	NUM
ajlm-217	21	20	laboratory	laboratory	NOUN
ajlm-217	21	21	scored	score	VERB
ajlm-217	21	22	two	two	NUM
ajlm-217	21	23	stars	star	NOUN
ajlm-217	21	24	,	,	PUNCT
ajlm-217	21	25	five	five	NUM
ajlm-217	21	26	laboratories	laboratory	NOUN
ajlm-217	21	27	earned	earn	VERB
ajlm-217	21	28	three	three	NUM
ajlm-217	21	29	stars	star	NOUN
ajlm-217	21	30	and	and	CCONJ
ajlm-217	21	31	four	four	NUM
ajlm-217	21	32	laboratories	laboratory	NOUN
ajlm-217	21	33	,	,	PUNCT
ajlm-217	21	34	including	include	VERB
ajlm-217	21	35	the	the	DET
ajlm-217	21	36	national	national	ADJ
ajlm-217	21	37	reference	reference	NOUN
ajlm-217	21	38	laboratory	laboratory	NOUN
ajlm-217	21	39	,	,	PUNCT
ajlm-217	21	40	achieved	achieve	VERB
ajlm-217	21	41	four	four	NUM
ajlm-217	21	42	stars	star	NOUN
ajlm-217	21	43	.	.	PUNCT
ajlm-217	22	1	conclusion	conclusion	NOUN
ajlm-217	22	2	:	:	PUNCT
ajlm-217	22	3	rwandan	rwandan	PROPN
ajlm-217	22	4	laboratories	laboratory	NOUN
ajlm-217	22	5	enrolled	enrol	VERB
ajlm-217	22	6	in	in	ADP
ajlm-217	22	7	slmta	slmta	NOUN
ajlm-217	22	8	showed	show	VERB
ajlm-217	22	9	improvement	improvement	NOUN
ajlm-217	22	10	in	in	ADP
ajlm-217	22	11	quality	quality	NOUN
ajlm-217	22	12	management	management	NOUN
ajlm-217	22	13	systems	system	NOUN
ajlm-217	22	14	.	.	PUNCT
ajlm-217	23	1	sustaining	sustain	VERB
ajlm-217	23	2	the	the	DET
ajlm-217	23	3	gains	gain	NOUN
ajlm-217	23	4	and	and	CCONJ
ajlm-217	23	5	further	further	ADJ
ajlm-217	23	6	expansion	expansion	NOUN
ajlm-217	23	7	of	of	ADP
ajlm-217	23	8	the	the	DET
ajlm-217	23	9	slmta	slmta	NOUN
ajlm-217	23	10	programme	programme	NOUN
ajlm-217	23	11	to	to	PART
ajlm-217	23	12	meet	meet	VERB
ajlm-217	23	13	country	country	NOUN
ajlm-217	23	14	targets	target	NOUN
ajlm-217	23	15	will	will	AUX
ajlm-217	23	16	require	require	VERB
ajlm-217	23	17	continued	continued	ADJ
ajlm-217	23	18	programme	programme	NOUN
ajlm-217	23	19	strengthening	strengthening	NOUN
ajlm-217	23	20	.	.	PUNCT
ajlm-217	24	1	introduction	introduction	NOUN
ajlm-217	24	2	top	top	PROPN
ajlm-217	24	3	↑	↑	PROPN
ajlm-217	24	4	reliable	reliable	ADJ
ajlm-217	24	5	laboratory	laboratory	NOUN
ajlm-217	24	6	services	service	NOUN
ajlm-217	24	7	are	be	AUX
ajlm-217	24	8	vital	vital	ADJ
ajlm-217	24	9	to	to	ADP
ajlm-217	24	10	a	a	DET
ajlm-217	24	11	high	high	ADJ
ajlm-217	24	12	-	-	PUNCT
ajlm-217	24	13	quality	quality	NOUN
ajlm-217	24	14	healthcare	healthcare	NOUN
ajlm-217	24	15	system	system	NOUN
ajlm-217	24	16	;	;	PUNCT
ajlm-217	24	17	thus	thus	ADV
ajlm-217	24	18	,	,	PUNCT
ajlm-217	24	19	investing	invest	VERB
ajlm-217	24	20	in	in	ADP
ajlm-217	24	21	laboratory	laboratory	NOUN
ajlm-217	24	22	quality	quality	NOUN
ajlm-217	24	23	improvement	improvement	NOUN
ajlm-217	24	24	is	be	AUX
ajlm-217	24	25	not	not	PART
ajlm-217	24	26	only	only	ADV
ajlm-217	24	27	valuable	valuable	ADJ
ajlm-217	24	28	,	,	PUNCT
ajlm-217	24	29	but	but	CCONJ
ajlm-217	24	30	essential.1	essential.1	ADV
ajlm-217	24	31	despite	despite	SCONJ
ajlm-217	24	32	a	a	DET
ajlm-217	24	33	multitude	multitude	NOUN
ajlm-217	24	34	of	of	ADP
ajlm-217	24	35	efforts	effort	NOUN
ajlm-217	24	36	to	to	PART
ajlm-217	24	37	strengthen	strengthen	VERB
ajlm-217	24	38	laboratories	laboratory	NOUN
ajlm-217	24	39	through	through	ADP
ajlm-217	24	40	infrastructure	infrastructure	NOUN
ajlm-217	24	41	and	and	CCONJ
ajlm-217	24	42	human	human	ADJ
ajlm-217	24	43	resource	resource	NOUN
ajlm-217	24	44	development	development	NOUN
ajlm-217	24	45	,	,	PUNCT
ajlm-217	24	46	laboratory	laboratory	NOUN
ajlm-217	24	47	quality	quality	NOUN
ajlm-217	24	48	remains	remain	VERB
ajlm-217	24	49	a	a	DET
ajlm-217	24	50	challenge	challenge	NOUN
ajlm-217	24	51	in	in	ADP
ajlm-217	24	52	resource	resource	NOUN
ajlm-217	24	53	-	-	PUNCT
ajlm-217	24	54	poor	poor	ADJ
ajlm-217	24	55	settings.2,3accreditation	settings.2,3accreditation	NOUN
ajlm-217	24	56	is	be	AUX
ajlm-217	24	57	a	a	DET
ajlm-217	24	58	critical	critical	ADJ
ajlm-217	24	59	measure	measure	NOUN
ajlm-217	24	60	of	of	ADP
ajlm-217	24	61	a	a	DET
ajlm-217	24	62	laboratory	laboratory	NOUN
ajlm-217	24	63	’s	’s	PART
ajlm-217	24	64	quality	quality	NOUN
ajlm-217	24	65	level	level	NOUN
ajlm-217	24	66	,	,	PUNCT
ajlm-217	24	67	as	as	SCONJ
ajlm-217	24	68	recognised	recognise	VERB
ajlm-217	24	69	by	by	ADP
ajlm-217	24	70	a	a	DET
ajlm-217	24	71	series	series	NOUN
ajlm-217	24	72	of	of	ADP
ajlm-217	24	73	international	international	ADJ
ajlm-217	24	74	conventions	convention	NOUN
ajlm-217	24	75	,	,	PUNCT
ajlm-217	24	76	which	which	PRON
ajlm-217	24	77	called	call	VERB
ajlm-217	24	78	for	for	ADP
ajlm-217	24	79	accreditation	accreditation	NOUN
ajlm-217	24	80	to	to	PART
ajlm-217	24	81	be	be	AUX
ajlm-217	24	82	part	part	NOUN
ajlm-217	24	83	of	of	ADP
ajlm-217	24	84	laboratory	laboratory	NOUN
ajlm-217	24	85	-	-	PUNCT
ajlm-217	24	86	strengthening	strengthen	VERB
ajlm-217	24	87	efforts	effort	NOUN
ajlm-217	24	88	in	in	ADP
ajlm-217	24	89	low	low	ADJ
ajlm-217	24	90	-	-	PUNCT
ajlm-217	24	91	income	income	NOUN
ajlm-217	24	92	countries.4,5,6,7	countries.4,5,6,7	NOUN
ajlm-217	24	93	in	in	ADP
ajlm-217	24	94	order	order	NOUN
ajlm-217	24	95	to	to	PART
ajlm-217	24	96	help	help	VERB
ajlm-217	24	97	address	address	VERB
ajlm-217	24	98	deficiencies	deficiency	NOUN
ajlm-217	24	99	in	in	ADP
ajlm-217	24	100	the	the	DET
ajlm-217	24	101	system	system	NOUN
ajlm-217	24	102	,	,	PUNCT
ajlm-217	24	103	two	two	NUM
ajlm-217	24	104	initiatives	initiative	NOUN
ajlm-217	24	105	were	be	AUX
ajlm-217	24	106	launched	launch	VERB
ajlm-217	24	107	concurrently	concurrently	ADV
ajlm-217	24	108	in	in	ADP
ajlm-217	24	109	kigali	kigali	PROPN
ajlm-217	24	110	,	,	PUNCT
ajlm-217	24	111	rwanda	rwanda	PROPN
ajlm-217	24	112	in	in	ADP
ajlm-217	24	113	july	july	PROPN
ajlm-217	24	114	2009	2009	NUM
ajlm-217	24	115	by	by	ADP
ajlm-217	24	116	the	the	DET
ajlm-217	24	117	world	world	PROPN
ajlm-217	24	118	health	health	PROPN
ajlm-217	24	119	organization	organization	PROPN
ajlm-217	24	120	’s	’s	PART
ajlm-217	24	121	regional	regional	ADJ
ajlm-217	24	122	office	office	NOUN
ajlm-217	24	123	for	for	ADP
ajlm-217	24	124	africa	africa	PROPN
ajlm-217	24	125	(	(	PUNCT
ajlm-217	24	126	who	who	PRON
ajlm-217	24	127	afro	afro	NOUN
ajlm-217	24	128	)	)	PUNCT
ajlm-217	24	129	and	and	CCONJ
ajlm-217	25	1	partners.4	partners.4	PROPN
ajlm-217	25	2	these	these	PRON
ajlm-217	25	3	were	be	AUX
ajlm-217	25	4	:	:	PUNCT
ajlm-217	25	5	strengthening	strengthen	VERB
ajlm-217	25	6	laboratory	laboratory	NOUN
ajlm-217	25	7	management	management	NOUN
ajlm-217	25	8	toward	toward	ADP
ajlm-217	25	9	accreditation	accreditation	NOUN
ajlm-217	25	10	(	(	PUNCT
ajlm-217	25	11	slmta	slmta	NOUN
ajlm-217	25	12	)	)	PUNCT
ajlm-217	25	13	,	,	PUNCT
ajlm-217	25	14	an	an	DET
ajlm-217	25	15	innovative	innovative	ADJ
ajlm-217	25	16	training	training	NOUN
ajlm-217	25	17	and	and	CCONJ
ajlm-217	25	18	mentoring	mentor	VERB
ajlm-217	25	19	programme	programme	NOUN
ajlm-217	25	20	designed	design	VERB
ajlm-217	25	21	to	to	PART
ajlm-217	25	22	facilitate	facilitate	VERB
ajlm-217	25	23	the	the	DET
ajlm-217	25	24	implementation	implementation	NOUN
ajlm-217	25	25	of	of	ADP
ajlm-217	25	26	laboratory	laboratory	NOUN
ajlm-217	25	27	quality	quality	NOUN
ajlm-217	25	28	management	management	NOUN
ajlm-217	25	29	systems	system	NOUN
ajlm-217	25	30	in	in	ADP
ajlm-217	25	31	resource	resource	NOUN
ajlm-217	25	32	-	-	PUNCT
ajlm-217	25	33	limited	limit	VERB
ajlm-217	25	34	settings;8	settings;8	NOUN
ajlm-217	25	35	and	and	CCONJ
ajlm-217	25	36	an	an	DET
ajlm-217	25	37	incremental	incremental	ADJ
ajlm-217	25	38	laboratory	laboratory	NOUN
ajlm-217	25	39	accreditation	accreditation	NOUN
ajlm-217	25	40	preparation	preparation	NOUN
ajlm-217	25	41	process	process	NOUN
ajlm-217	25	42	,	,	PUNCT
ajlm-217	25	43	which	which	PRON
ajlm-217	25	44	later	later	ADV
ajlm-217	25	45	became	became	AUX
ajlm-217	25	46	known	know	VERB
ajlm-217	25	47	as	as	ADP
ajlm-217	25	48	the	the	DET
ajlm-217	25	49	stepwise	stepwise	PROPN
ajlm-217	25	50	laboratory	laboratory	NOUN
ajlm-217	25	51	quality	quality	NOUN
ajlm-217	25	52	improvement	improvement	NOUN
ajlm-217	25	53	process	process	NOUN
ajlm-217	25	54	towards	towards	ADP
ajlm-217	25	55	accreditation	accreditation	NOUN
ajlm-217	25	56	(	(	PUNCT
ajlm-217	25	57	slipta).9	slipta).9	PROPN
ajlm-217	25	58	rwanda	rwanda	PROPN
ajlm-217	25	59	has	have	AUX
ajlm-217	25	60	a	a	DET
ajlm-217	25	61	tiered	tiere	VERB
ajlm-217	25	62	laboratory	laboratory	NOUN
ajlm-217	25	63	system	system	NOUN
ajlm-217	25	64	,	,	PUNCT
ajlm-217	25	65	funded	fund	VERB
ajlm-217	25	66	through	through	ADP
ajlm-217	25	67	the	the	DET
ajlm-217	25	68	ministry	ministry	PROPN
ajlm-217	25	69	of	of	ADP
ajlm-217	25	70	health	health	PROPN
ajlm-217	25	71	,	,	PUNCT
ajlm-217	25	72	which	which	PRON
ajlm-217	25	73	consists	consist	VERB
ajlm-217	25	74	of	of	ADP
ajlm-217	25	75	the	the	DET
ajlm-217	25	76	national	national	ADJ
ajlm-217	25	77	reference	reference	PROPN
ajlm-217	25	78	laboratory	laboratory	NOUN
ajlm-217	25	79	(	(	PUNCT
ajlm-217	25	80	nrl	nrl	NOUN
ajlm-217	25	81	)	)	PUNCT
ajlm-217	25	82	overseeing	oversee	VERB
ajlm-217	25	83	the	the	DET
ajlm-217	25	84	entire	entire	ADJ
ajlm-217	25	85	laboratory	laboratory	NOUN
ajlm-217	25	86	network	network	NOUN
ajlm-217	25	87	,	,	PUNCT
ajlm-217	25	88	four	four	NUM
ajlm-217	25	89	central	central	ADJ
ajlm-217	25	90	referral	referral	ADJ
ajlm-217	25	91	laboratories	laboratory	NOUN
ajlm-217	25	92	,	,	PUNCT
ajlm-217	25	93	43	43	NUM
ajlm-217	25	94	district	district	NOUN
ajlm-217	25	95	hospital	hospital	NOUN
ajlm-217	25	96	laboratories	laboratory	NOUN
ajlm-217	25	97	and	and	CCONJ
ajlm-217	25	98	approximately	approximately	ADV
ajlm-217	25	99	500	500	NUM
ajlm-217	25	100	health	health	NOUN
ajlm-217	25	101	centre	centre	NOUN
ajlm-217	25	102	laboratories	laboratory	NOUN
ajlm-217	25	103	.	.	PUNCT
ajlm-217	26	1	the	the	DET
ajlm-217	26	2	nrl	nrl	NOUN
ajlm-217	26	3	and	and	CCONJ
ajlm-217	26	4	five	five	NUM
ajlm-217	26	5	of	of	ADP
ajlm-217	26	6	the	the	DET
ajlm-217	26	7	district	district	NOUN
ajlm-217	26	8	hospital	hospital	NOUN
ajlm-217	26	9	laboratories	laboratory	NOUN
ajlm-217	26	10	receive	receive	VERB
ajlm-217	26	11	additional	additional	ADJ
ajlm-217	26	12	funding	funding	NOUN
ajlm-217	26	13	as	as	ADP
ajlm-217	26	14	part	part	NOUN
ajlm-217	26	15	of	of	ADP
ajlm-217	26	16	the	the	DET
ajlm-217	26	17	east	east	ADJ
ajlm-217	26	18	african	african	ADJ
ajlm-217	26	19	public	public	ADJ
ajlm-217	26	20	health	health	NOUN
ajlm-217	26	21	laboratory	laboratory	NOUN
ajlm-217	26	22	network	network	NOUN
ajlm-217	26	23	(	(	PUNCT
ajlm-217	26	24	eaphln	eaphln	PROPN
ajlm-217	26	25	)	)	PUNCT
ajlm-217	26	26	,	,	PUNCT
ajlm-217	26	27	a	a	DET
ajlm-217	26	28	world	world	NOUN
ajlm-217	26	29	bank	bank	NOUN
ajlm-217	26	30	project	project	NOUN
ajlm-217	26	31	aimed	aim	VERB
ajlm-217	26	32	at	at	ADP
ajlm-217	26	33	controlling	control	VERB
ajlm-217	26	34	epidemics	epidemic	NOUN
ajlm-217	26	35	by	by	ADP
ajlm-217	26	36	strengthening	strengthen	VERB
ajlm-217	26	37	laboratory	laboratory	NOUN
ajlm-217	26	38	capacity	capacity	NOUN
ajlm-217	26	39	in	in	ADP
ajlm-217	26	40	five	five	NUM
ajlm-217	26	41	east	east	ADJ
ajlm-217	26	42	african	african	ADJ
ajlm-217	26	43	countries	country	NOUN
ajlm-217	26	44	.	.	PUNCT
ajlm-217	27	1	to	to	ADP
ajlm-217	27	2	date	date	NOUN
ajlm-217	27	3	,	,	PUNCT
ajlm-217	27	4	rwanda	rwanda	PROPN
ajlm-217	27	5	has	have	AUX
ajlm-217	27	6	enrolled	enrol	VERB
ajlm-217	27	7	15	15	NUM
ajlm-217	27	8	laboratories	laboratory	NOUN
ajlm-217	27	9	(	(	PUNCT
ajlm-217	27	10	three	three	NUM
ajlm-217	27	11	cohorts	cohort	NOUN
ajlm-217	27	12	of	of	ADP
ajlm-217	27	13	five	five	NUM
ajlm-217	27	14	each	each	PRON
ajlm-217	27	15	)	)	PUNCT
ajlm-217	27	16	in	in	ADP
ajlm-217	27	17	the	the	DET
ajlm-217	27	18	slmta	slmta	NOUN
ajlm-217	27	19	programme	programme	NOUN
ajlm-217	27	20	.	.	PUNCT
ajlm-217	28	1	the	the	DET
ajlm-217	28	2	ministry	ministry	PROPN
ajlm-217	28	3	of	of	ADP
ajlm-217	28	4	health	health	PROPN
ajlm-217	28	5	aims	aim	VERB
ajlm-217	28	6	to	to	PART
ajlm-217	28	7	eventually	eventually	ADV
ajlm-217	28	8	enrol	enrol	VERB
ajlm-217	28	9	all	all	DET
ajlm-217	28	10	national	national	ADJ
ajlm-217	28	11	,	,	PUNCT
ajlm-217	28	12	central	central	ADJ
ajlm-217	28	13	and	and	CCONJ
ajlm-217	28	14	district	district	NOUN
ajlm-217	28	15	hospital	hospital	NOUN
ajlm-217	28	16	laboratories	laboratory	NOUN
ajlm-217	28	17	,	,	PUNCT
ajlm-217	28	18	a	a	DET
ajlm-217	28	19	total	total	NOUN
ajlm-217	28	20	of	of	ADP
ajlm-217	28	21	48	48	NUM
ajlm-217	28	22	countrywide	countrywide	NOUN
ajlm-217	28	23	,	,	PUNCT
ajlm-217	28	24	in	in	ADP
ajlm-217	28	25	the	the	DET
ajlm-217	28	26	accreditation	accreditation	NOUN
ajlm-217	28	27	preparation	preparation	NOUN
ajlm-217	28	28	process.9	process.9	PROPN
ajlm-217	28	29	this	this	DET
ajlm-217	28	30	study	study	NOUN
ajlm-217	28	31	describes	describe	VERB
ajlm-217	28	32	the	the	DET
ajlm-217	28	33	achievements	achievement	NOUN
ajlm-217	28	34	of	of	ADP
ajlm-217	28	35	the	the	DET
ajlm-217	28	36	first	first	ADJ
ajlm-217	28	37	three	three	NUM
ajlm-217	28	38	cohorts	cohort	NOUN
ajlm-217	28	39	of	of	ADP
ajlm-217	28	40	the	the	DET
ajlm-217	28	41	slmta	slmta	NOUN
ajlm-217	28	42	programme	programme	NOUN
ajlm-217	28	43	and	and	CCONJ
ajlm-217	28	44	shares	share	VERB
ajlm-217	28	45	their	their	PRON
ajlm-217	28	46	experiences	experience	NOUN
ajlm-217	28	47	and	and	CCONJ
ajlm-217	28	48	lessons	lesson	NOUN
ajlm-217	28	49	learned	learn	VERB
ajlm-217	28	50	four	four	NUM
ajlm-217	28	51	years	year	NOUN
ajlm-217	28	52	after	after	ADP
ajlm-217	28	53	the	the	DET
ajlm-217	28	54	launch	launch	NOUN
ajlm-217	28	55	of	of	ADP
ajlm-217	28	56	the	the	DET
ajlm-217	28	57	programme	programme	NOUN
ajlm-217	28	58	in	in	ADP
ajlm-217	28	59	rwanda	rwanda	PROPN
ajlm-217	28	60	.	.	PUNCT
ajlm-217	29	1	research	research	NOUN
ajlm-217	29	2	method	method	NOUN
ajlm-217	29	3	and	and	CCONJ
ajlm-217	29	4	design	design	VERB
ajlm-217	29	5	top	top	ADJ
ajlm-217	29	6	↑	↑	PROPN
ajlm-217	29	7	slmta	slmta	NOUN
ajlm-217	29	8	sites	site	NOUN
ajlm-217	29	9	and	and	CCONJ
ajlm-217	29	10	training	training	NOUN
ajlm-217	29	11	in	in	ADP
ajlm-217	29	12	january	january	PROPN
ajlm-217	29	13	2010	2010	NUM
ajlm-217	29	14	,	,	PUNCT
ajlm-217	29	15	the	the	DET
ajlm-217	29	16	rwandan	rwandan	PROPN
ajlm-217	29	17	ministry	ministry	PROPN
ajlm-217	29	18	of	of	ADP
ajlm-217	29	19	health	health	PROPN
ajlm-217	29	20	enrolled	enrol	VERB
ajlm-217	29	21	its	its	PRON
ajlm-217	29	22	nrl	nrl	NOUN
ajlm-217	29	23	,	,	PUNCT
ajlm-217	29	24	three	three	NUM
ajlm-217	29	25	central	central	ADJ
ajlm-217	29	26	referral	referral	ADJ
ajlm-217	29	27	laboratories	laboratory	NOUN
ajlm-217	29	28	(	(	PUNCT
ajlm-217	29	29	centre	centre	NOUN
ajlm-217	29	30	hospitalier	hospitalier	NOUN
ajlm-217	29	31	universitaire	universitaire	NOUN
ajlm-217	29	32	de	de	X
ajlm-217	29	33	kigali	kigali	PROPN
ajlm-217	30	1	[	[	X
ajlm-217	30	2	chuk	chuk	X
ajlm-217	30	3	]	]	X
ajlm-217	30	4	,	,	PUNCT
ajlm-217	30	5	centre	centre	NOUN
ajlm-217	30	6	hospitalier	hospitalier	NOUN
ajlm-217	30	7	universitaire	universitaire	NOUN
ajlm-217	30	8	de	de	X
ajlm-217	30	9	butare	butare	PROPN
ajlm-217	30	10	[	[	X
ajlm-217	30	11	chub	chub	NOUN
ajlm-217	30	12	]	]	PUNCT
ajlm-217	30	13	and	and	CCONJ
ajlm-217	30	14	king	king	PROPN
ajlm-217	30	15	faisal	faisal	PROPN
ajlm-217	30	16	hospital	hospital	PROPN
ajlm-217	31	1	[	[	X
ajlm-217	31	2	kfh	kfh	X
ajlm-217	31	3	]	]	X
ajlm-217	31	4	)	)	PUNCT
ajlm-217	31	5	,	,	PUNCT
ajlm-217	31	6	as	as	ADV
ajlm-217	31	7	well	well	ADV
ajlm-217	31	8	as	as	ADP
ajlm-217	31	9	one	one	NUM
ajlm-217	31	10	military	military	ADJ
ajlm-217	31	11	hospital	hospital	NOUN
ajlm-217	31	12	,	,	PUNCT
ajlm-217	31	13	kanombe	kanombe	ADJ
ajlm-217	31	14	military	military	ADJ
ajlm-217	31	15	hospital	hospital	NOUN
ajlm-217	31	16	(	(	PUNCT
ajlm-217	31	17	kmh	kmh	PROPN
ajlm-217	31	18	)	)	PUNCT
ajlm-217	31	19	,	,	PUNCT
ajlm-217	31	20	into	into	ADP
ajlm-217	31	21	the	the	DET
ajlm-217	31	22	first	first	ADJ
ajlm-217	31	23	cohort	cohort	NOUN
ajlm-217	31	24	of	of	ADP
ajlm-217	31	25	slmta	slmta	NOUN
ajlm-217	31	26	(	(	PUNCT
ajlm-217	31	27	cohort	cohort	NOUN
ajlm-217	31	28	i	i	PROPN
ajlm-217	31	29	)	)	PUNCT
ajlm-217	31	30	.	.	PUNCT
ajlm-217	32	1	twenty	twenty	NUM
ajlm-217	32	2	-	-	PUNCT
ajlm-217	32	3	three	three	NUM
ajlm-217	32	4	participants	participant	NOUN
ajlm-217	32	5	were	be	AUX
ajlm-217	32	6	trained	train	VERB
ajlm-217	32	7	:	:	PUNCT
ajlm-217	32	8	three	three	NUM
ajlm-217	32	9	from	from	ADP
ajlm-217	32	10	chuk	chuk	PROPN
ajlm-217	32	11	(	(	PUNCT
ajlm-217	32	12	one	one	NUM
ajlm-217	32	13	laboratory	laboratory	NOUN
ajlm-217	32	14	manager	manager	NOUN
ajlm-217	32	15	and	and	CCONJ
ajlm-217	32	16	two	two	NUM
ajlm-217	32	17	laboratory	laboratory	NOUN
ajlm-217	32	18	technologists	technologist	NOUN
ajlm-217	32	19	)	)	PUNCT
ajlm-217	32	20	,	,	PUNCT
ajlm-217	32	21	three	three	NUM
ajlm-217	32	22	from	from	ADP
ajlm-217	32	23	chub	chub	NOUN
ajlm-217	32	24	(	(	PUNCT
ajlm-217	32	25	one	one	NUM
ajlm-217	32	26	laboratory	laboratory	NOUN
ajlm-217	32	27	manager	manager	NOUN
ajlm-217	32	28	and	and	CCONJ
ajlm-217	32	29	two	two	NUM
ajlm-217	32	30	laboratory	laboratory	NOUN
ajlm-217	32	31	technologists	technologist	NOUN
ajlm-217	32	32	)	)	PUNCT
ajlm-217	32	33	,	,	PUNCT
ajlm-217	32	34	three	three	NUM
ajlm-217	32	35	from	from	ADP
ajlm-217	32	36	kmh	kmh	NOUN
ajlm-217	32	37	(	(	PUNCT
ajlm-217	32	38	one	one	NUM
ajlm-217	32	39	medical	medical	ADJ
ajlm-217	32	40	doctor	doctor	NOUN
ajlm-217	32	41	in	in	ADP
ajlm-217	32	42	charge	charge	NOUN
ajlm-217	32	43	of	of	ADP
ajlm-217	32	44	paediatrics	paediatric	NOUN
ajlm-217	32	45	and	and	CCONJ
ajlm-217	32	46	two	two	NUM
ajlm-217	32	47	laboratory	laboratory	NOUN
ajlm-217	32	48	technologists	technologist	NOUN
ajlm-217	32	49	)	)	PUNCT
ajlm-217	32	50	,	,	PUNCT
ajlm-217	32	51	three	three	NUM
ajlm-217	32	52	from	from	ADP
ajlm-217	32	53	kfh	kfh	PROPN
ajlm-217	32	54	(	(	PUNCT
ajlm-217	32	55	one	one	NUM
ajlm-217	32	56	laboratory	laboratory	NOUN
ajlm-217	32	57	manager	manager	NOUN
ajlm-217	32	58	and	and	CCONJ
ajlm-217	32	59	two	two	NUM
ajlm-217	32	60	heads	head	NOUN
ajlm-217	32	61	of	of	ADP
ajlm-217	32	62	units	unit	NOUN
ajlm-217	32	63	)	)	PUNCT
ajlm-217	32	64	and	and	CCONJ
ajlm-217	32	65	11	11	NUM
ajlm-217	32	66	from	from	ADP
ajlm-217	32	67	the	the	DET
ajlm-217	32	68	nrl	nrl	NOUN
ajlm-217	32	69	(	(	PUNCT
ajlm-217	32	70	two	two	NUM
ajlm-217	32	71	laboratory	laboratory	NOUN
ajlm-217	32	72	managers	manager	NOUN
ajlm-217	32	73	and	and	CCONJ
ajlm-217	32	74	nine	nine	NUM
ajlm-217	32	75	heads	head	NOUN
ajlm-217	32	76	of	of	ADP
ajlm-217	32	77	different	different	ADJ
ajlm-217	32	78	sections	section	NOUN
ajlm-217	32	79	)	)	PUNCT
ajlm-217	32	80	.	.	PUNCT
ajlm-217	33	1	during	during	ADP
ajlm-217	33	2	the	the	DET
ajlm-217	33	3	nine	nine	NUM
ajlm-217	33	4	-	-	PUNCT
ajlm-217	33	5	month	month	NOUN
ajlm-217	33	6	programme	programme	NOUN
ajlm-217	33	7	,	,	PUNCT
ajlm-217	33	8	participants	participant	NOUN
ajlm-217	33	9	attended	attend	VERB
ajlm-217	33	10	three	three	NUM
ajlm-217	33	11	slmta	slmta	NOUN
ajlm-217	33	12	workshops	workshop	NOUN
ajlm-217	33	13	and	and	CCONJ
ajlm-217	33	14	implemented	implement	VERB
ajlm-217	33	15	assigned	assign	VERB
ajlm-217	33	16	improvement	improvement	NOUN
ajlm-217	33	17	projects.the	projects.the	DET
ajlm-217	33	18	second	second	ADJ
ajlm-217	33	19	slmta	slmta	NOUN
ajlm-217	33	20	cohort	cohort	NOUN
ajlm-217	33	21	(	(	PUNCT
ajlm-217	33	22	cohort	cohort	PROPN
ajlm-217	33	23	ii	ii	NOUN
ajlm-217	33	24	)	)	PUNCT
ajlm-217	33	25	began	begin	VERB
ajlm-217	33	26	in	in	ADP
ajlm-217	33	27	november	november	PROPN
ajlm-217	33	28	2011	2011	NUM
ajlm-217	33	29	with	with	ADP
ajlm-217	33	30	the	the	DET
ajlm-217	33	31	five	five	NUM
ajlm-217	33	32	district	district	NOUN
ajlm-217	33	33	hospital	hospital	NOUN
ajlm-217	33	34	laboratories	laboratory	NOUN
ajlm-217	33	35	funded	fund	VERB
ajlm-217	33	36	by	by	ADP
ajlm-217	33	37	the	the	DET
ajlm-217	33	38	eaphln	eaphln	PROPN
ajlm-217	33	39	project	project	NOUN
ajlm-217	33	40	:	:	PUNCT
ajlm-217	33	41	byumba	byumba	PROPN
ajlm-217	33	42	,	,	PUNCT
ajlm-217	33	43	gihundwe	gihundwe	NOUN
ajlm-217	33	44	,	,	PUNCT
ajlm-217	33	45	gisenyi	gisenyi	PROPN
ajlm-217	33	46	,	,	PUNCT
ajlm-217	33	47	kibungo	kibungo	NOUN
ajlm-217	33	48	and	and	CCONJ
ajlm-217	33	49	nyagatare	nyagatare	NOUN
ajlm-217	33	50	.	.	PUNCT
ajlm-217	34	1	the	the	DET
ajlm-217	34	2	training	training	NOUN
ajlm-217	34	3	included	include	VERB
ajlm-217	34	4	14	14	NUM
ajlm-217	34	5	participants	participant	NOUN
ajlm-217	34	6	from	from	ADP
ajlm-217	34	7	these	these	DET
ajlm-217	34	8	laboratories	laboratory	NOUN
ajlm-217	34	9	,	,	PUNCT
ajlm-217	34	10	three	three	NUM
ajlm-217	34	11	participants	participant	NOUN
ajlm-217	34	12	each	each	PRON
ajlm-217	34	13	from	from	ADP
ajlm-217	34	14	four	four	NUM
ajlm-217	34	15	laboratories	laboratory	NOUN
ajlm-217	34	16	(	(	PUNCT
ajlm-217	34	17	one	one	NUM
ajlm-217	34	18	lab	lab	NOUN
ajlm-217	34	19	manager	manager	NOUN
ajlm-217	34	20	,	,	PUNCT
ajlm-217	34	21	one	one	NUM
ajlm-217	34	22	quality	quality	NOUN
ajlm-217	34	23	officer	officer	NOUN
ajlm-217	34	24	and	and	CCONJ
ajlm-217	34	25	one	one	NUM
ajlm-217	34	26	safety	safety	NOUN
ajlm-217	34	27	officer	officer	NOUN
ajlm-217	34	28	)	)	PUNCT
ajlm-217	34	29	and	and	CCONJ
ajlm-217	34	30	two	two	NUM
ajlm-217	34	31	from	from	ADP
ajlm-217	34	32	nyagatare	nyagatare	NOUN
ajlm-217	34	33	hospital	hospital	NOUN
ajlm-217	34	34	laboratory	laboratory	NOUN
ajlm-217	34	35	(	(	PUNCT
ajlm-217	34	36	one	one	NUM
ajlm-217	34	37	lab	lab	NOUN
ajlm-217	34	38	manager	manager	NOUN
ajlm-217	34	39	and	and	CCONJ
ajlm-217	34	40	one	one	NUM
ajlm-217	34	41	safety	safety	NOUN
ajlm-217	34	42	officer	officer	NOUN
ajlm-217	34	43	)	)	PUNCT
ajlm-217	34	44	.	.	PUNCT
ajlm-217	35	1	in	in	ADP
ajlm-217	35	2	addition	addition	NOUN
ajlm-217	35	3	,	,	PUNCT
ajlm-217	35	4	six	six	NUM
ajlm-217	35	5	staff	staff	NOUN
ajlm-217	35	6	members	member	NOUN
ajlm-217	35	7	from	from	ADP
ajlm-217	35	8	cohort	cohort	NOUN
ajlm-217	35	9	i	i	PRON
ajlm-217	35	10	laboratories	laboratory	NOUN
ajlm-217	35	11	participated	participate	VERB
ajlm-217	35	12	(	(	PUNCT
ajlm-217	35	13	four	four	NUM
ajlm-217	35	14	from	from	ADP
ajlm-217	35	15	the	the	DET
ajlm-217	35	16	nrl	nrl	NOUN
ajlm-217	35	17	,	,	PUNCT
ajlm-217	35	18	one	one	NUM
ajlm-217	35	19	from	from	ADP
ajlm-217	35	20	chuk	chuk	PROPN
ajlm-217	35	21	and	and	CCONJ
ajlm-217	35	22	one	one	NUM
ajlm-217	35	23	from	from	ADP
ajlm-217	35	24	chub	chub	NOUN
ajlm-217	35	25	)	)	PUNCT
ajlm-217	35	26	because	because	SCONJ
ajlm-217	35	27	of	of	ADP
ajlm-217	35	28	a	a	DET
ajlm-217	35	29	need	need	NOUN
ajlm-217	35	30	to	to	PART
ajlm-217	35	31	replace	replace	VERB
ajlm-217	35	32	slmta	slmta	NOUN
ajlm-217	35	33	-	-	PUNCT
ajlm-217	35	34	trained	train	VERB
ajlm-217	35	35	staff	staff	NOUN
ajlm-217	35	36	lost	lose	VERB
ajlm-217	35	37	due	due	ADP
ajlm-217	35	38	to	to	ADP
ajlm-217	35	39	turnover	turnover	NOUN
ajlm-217	35	40	and	and	CCONJ
ajlm-217	35	41	transfers	transfer	NOUN
ajlm-217	35	42	.	.	PUNCT
ajlm-217	36	1	in	in	ADP
ajlm-217	36	2	march	march	PROPN
ajlm-217	36	3	2013	2013	NUM
ajlm-217	36	4	,	,	PUNCT
ajlm-217	36	5	five	five	NUM
ajlm-217	36	6	additional	additional	ADJ
ajlm-217	36	7	district	district	NOUN
ajlm-217	36	8	hospital	hospital	NOUN
ajlm-217	36	9	laboratories	laboratory	NOUN
ajlm-217	36	10	(	(	PUNCT
ajlm-217	36	11	bushenge	bushenge	NOUN
ajlm-217	36	12	,	,	PUNCT
ajlm-217	36	13	kibagabaga	kibagabaga	PROPN
ajlm-217	36	14	,	,	PUNCT
ajlm-217	36	15	ruhango	ruhango	NOUN
ajlm-217	36	16	,	,	PUNCT
ajlm-217	36	17	ruhengeri	ruhengeri	NOUN
ajlm-217	36	18	and	and	CCONJ
ajlm-217	36	19	rwamagana	rwamagana	PROPN
ajlm-217	36	20	)	)	PUNCT
ajlm-217	36	21	were	be	AUX
ajlm-217	36	22	enrolled	enrol	VERB
ajlm-217	36	23	in	in	ADP
ajlm-217	36	24	cohort	cohort	PROPN
ajlm-217	36	25	iii	iii	PROPN
ajlm-217	36	26	.	.	PUNCT
ajlm-217	37	1	each	each	DET
ajlm-217	37	2	laboratory	laboratory	NOUN
ajlm-217	37	3	provided	provide	VERB
ajlm-217	37	4	three	three	NUM
ajlm-217	37	5	participants	participant	NOUN
ajlm-217	37	6	:	:	PUNCT
ajlm-217	37	7	one	one	NUM
ajlm-217	37	8	laboratory	laboratory	NOUN
ajlm-217	37	9	manager	manager	NOUN
ajlm-217	37	10	,	,	PUNCT
ajlm-217	37	11	one	one	NUM
ajlm-217	37	12	quality	quality	NOUN
ajlm-217	37	13	officer	officer	NOUN
ajlm-217	37	14	and	and	CCONJ
ajlm-217	37	15	one	one	NUM
ajlm-217	37	16	safety	safety	NOUN
ajlm-217	37	17	officer	officer	NOUN
ajlm-217	37	18	.	.	PUNCT
ajlm-217	38	1	in	in	ADP
ajlm-217	38	2	addition	addition	NOUN
ajlm-217	38	3	to	to	ADP
ajlm-217	38	4	these	these	DET
ajlm-217	38	5	15	15	NUM
ajlm-217	38	6	participants	participant	NOUN
ajlm-217	38	7	,	,	PUNCT
ajlm-217	38	8	laboratories	laboratory	NOUN
ajlm-217	38	9	from	from	ADP
ajlm-217	38	10	previous	previous	ADJ
ajlm-217	38	11	cohorts	cohort	NOUN
ajlm-217	38	12	sent	send	VERB
ajlm-217	38	13	11	11	NUM
ajlm-217	38	14	participants	participant	NOUN
ajlm-217	38	15	(	(	PUNCT
ajlm-217	38	16	five	five	NUM
ajlm-217	38	17	from	from	ADP
ajlm-217	38	18	the	the	DET
ajlm-217	38	19	nrl	nrl	NOUN
ajlm-217	38	20	,	,	PUNCT
ajlm-217	38	21	two	two	NUM
ajlm-217	38	22	from	from	ADP
ajlm-217	38	23	kmh	kmh	NOUN
ajlm-217	38	24	,	,	PUNCT
ajlm-217	38	25	one	one	NUM
ajlm-217	38	26	from	from	ADP
ajlm-217	38	27	chuk	chuk	PROPN
ajlm-217	38	28	,	,	PUNCT
ajlm-217	38	29	one	one	NUM
ajlm-217	38	30	from	from	ADP
ajlm-217	38	31	chub	chub	NOUN
ajlm-217	38	32	,	,	PUNCT
ajlm-217	38	33	one	one	NUM
ajlm-217	38	34	from	from	ADP
ajlm-217	38	35	kibungo	kibungo	NOUN
ajlm-217	38	36	and	and	CCONJ
ajlm-217	38	37	one	one	NUM
ajlm-217	38	38	from	from	ADP
ajlm-217	38	39	nyagatare	nyagatare	NOUN
ajlm-217	38	40	)	)	PUNCT
ajlm-217	38	41	,	,	PUNCT
ajlm-217	38	42	again	again	ADV
ajlm-217	38	43	to	to	PART
ajlm-217	38	44	replace	replace	VERB
ajlm-217	38	45	trained	train	VERB
ajlm-217	38	46	staff	staff	NOUN
ajlm-217	38	47	who	who	PRON
ajlm-217	38	48	had	have	AUX
ajlm-217	38	49	left	leave	VERB
ajlm-217	38	50	.	.	PUNCT
ajlm-217	39	1	audits	audit	NOUN
ajlm-217	39	2	to	to	PART
ajlm-217	39	3	evaluate	evaluate	VERB
ajlm-217	39	4	progress	progress	NOUN
ajlm-217	39	5	,	,	PUNCT
ajlm-217	39	6	audits	audit	NOUN
ajlm-217	39	7	were	be	AUX
ajlm-217	39	8	conducted	conduct	VERB
ajlm-217	39	9	for	for	ADP
ajlm-217	39	10	all	all	DET
ajlm-217	39	11	three	three	NUM
ajlm-217	39	12	cohorts	cohort	NOUN
ajlm-217	39	13	using	use	VERB
ajlm-217	39	14	the	the	DET
ajlm-217	39	15	slipta	slipta	NOUN
ajlm-217	39	16	checklist	checklist	NOUN
ajlm-217	39	17	,	,	PUNCT
ajlm-217	39	18	before	before	ADP
ajlm-217	39	19	(	(	PUNCT
ajlm-217	39	20	baseline	baseline	NOUN
ajlm-217	39	21	)	)	PUNCT
ajlm-217	39	22	and	and	CCONJ
ajlm-217	39	23	after	after	ADP
ajlm-217	39	24	(	(	PUNCT
ajlm-217	39	25	exit	exit	NOUN
ajlm-217	39	26	)	)	PUNCT
ajlm-217	39	27	slmta	slmta	NOUN
ajlm-217	39	28	workshops	workshop	NOUN
ajlm-217	39	29	.	.	PUNCT
ajlm-217	40	1	depending	depend	VERB
ajlm-217	40	2	on	on	ADP
ajlm-217	40	3	the	the	DET
ajlm-217	40	4	audit	audit	NOUN
ajlm-217	40	5	scores	score	NOUN
ajlm-217	40	6	,	,	PUNCT
ajlm-217	40	7	laboratories	laboratory	NOUN
ajlm-217	40	8	were	be	AUX
ajlm-217	40	9	awarded	award	VERB
ajlm-217	40	10	zero	zero	NUM
ajlm-217	40	11	to	to	ADP
ajlm-217	40	12	five	five	NUM
ajlm-217	40	13	stars	star	NOUN
ajlm-217	40	14	.	.	PUNCT
ajlm-217	41	1	a	a	DET
ajlm-217	41	2	rating	rating	NOUN
ajlm-217	41	3	of	of	ADP
ajlm-217	41	4	zero	zero	NUM
ajlm-217	41	5	stars	star	NOUN
ajlm-217	41	6	was	be	AUX
ajlm-217	41	7	given	give	VERB
ajlm-217	41	8	for	for	ADP
ajlm-217	41	9	a	a	DET
ajlm-217	41	10	score	score	NOUN
ajlm-217	41	11	of	of	ADP
ajlm-217	41	12	<	<	X
ajlm-217	41	13	55	55	NUM
ajlm-217	41	14	%	%	NOUN
ajlm-217	41	15	(	(	PUNCT
ajlm-217	41	16	0–141	0–141	ADJ
ajlm-217	41	17	points	point	NOUN
ajlm-217	41	18	)	)	PUNCT
ajlm-217	41	19	,	,	PUNCT
ajlm-217	41	20	one	one	NUM
ajlm-217	41	21	star	star	NOUN
ajlm-217	41	22	for	for	ADP
ajlm-217	41	23	55	55	NUM
ajlm-217	41	24	%	%	NOUN
ajlm-217	41	25	–	–	PUNCT
ajlm-217	41	26	64	64	NUM
ajlm-217	41	27	%	%	NOUN
ajlm-217	41	28	(	(	PUNCT
ajlm-217	41	29	142–166	142–166	NUM
ajlm-217	41	30	points	point	NOUN
ajlm-217	41	31	)	)	PUNCT
ajlm-217	41	32	,	,	PUNCT
ajlm-217	41	33	two	two	NUM
ajlm-217	41	34	stars	star	NOUN
ajlm-217	41	35	for	for	ADP
ajlm-217	41	36	65	65	NUM
ajlm-217	41	37	%	%	NOUN
ajlm-217	41	38	–	–	PUNCT
ajlm-217	41	39	74	74	NUM
ajlm-217	41	40	%	%	NOUN
ajlm-217	41	41	(	(	PUNCT
ajlm-217	41	42	167–192	167–192	NUM
ajlm-217	41	43	points	point	NOUN
ajlm-217	41	44	)	)	PUNCT
ajlm-217	41	45	,	,	PUNCT
ajlm-217	41	46	three	three	NUM
ajlm-217	41	47	stars	star	NOUN
ajlm-217	41	48	for	for	ADP
ajlm-217	41	49	75	75	NUM
ajlm-217	41	50	%	%	NOUN
ajlm-217	41	51	–	–	PUNCT
ajlm-217	41	52	84	84	NUM
ajlm-217	41	53	%	%	NOUN
ajlm-217	41	54	(	(	PUNCT
ajlm-217	41	55	193–218	193–218	NUM
ajlm-217	41	56	points	point	NOUN
ajlm-217	41	57	)	)	PUNCT
ajlm-217	41	58	,	,	PUNCT
ajlm-217	41	59	four	four	NUM
ajlm-217	41	60	stars	star	NOUN
ajlm-217	41	61	for	for	ADP
ajlm-217	41	62	85	85	NUM
ajlm-217	41	63	%	%	NOUN
ajlm-217	41	64	–	–	PUNCT
ajlm-217	41	65	94	94	NUM
ajlm-217	41	66	%	%	NOUN
ajlm-217	41	67	(	(	PUNCT
ajlm-217	41	68	219–243	219–243	NUM
ajlm-217	41	69	points	point	NOUN
ajlm-217	41	70	)	)	PUNCT
ajlm-217	41	71	and	and	CCONJ
ajlm-217	41	72	five	five	NUM
ajlm-217	41	73	stars	star	NOUN
ajlm-217	41	74	for	for	ADP
ajlm-217	41	75	≥	≥	NOUN
ajlm-217	41	76	95	95	NUM
ajlm-217	41	77	%	%	NOUN
ajlm-217	41	78	(	(	PUNCT
ajlm-217	41	79	244–258	244–258	NUM
ajlm-217	41	80	points).10	points).10	ADJ
ajlm-217	41	81	follow	follow	VERB
ajlm-217	41	82	-	-	PUNCT
ajlm-217	41	83	up	up	ADP
ajlm-217	41	84	audits	audits	NOUN
ajlm-217	41	85	(	(	PUNCT
ajlm-217	41	86	performed	perform	VERB
ajlm-217	41	87	from	from	ADP
ajlm-217	41	88	three	three	NUM
ajlm-217	41	89	to	to	PART
ajlm-217	41	90	18	18	NUM
ajlm-217	41	91	months	month	NOUN
ajlm-217	41	92	after	after	SCONJ
ajlm-217	41	93	the	the	DET
ajlm-217	41	94	exit	exit	NOUN
ajlm-217	41	95	audits	audits	NOUN
ajlm-217	41	96	)	)	PUNCT
ajlm-217	41	97	were	be	AUX
ajlm-217	41	98	conducted	conduct	VERB
ajlm-217	41	99	for	for	ADP
ajlm-217	41	100	cohorts	cohort	NOUN
ajlm-217	41	101	i	i	PRON
ajlm-217	41	102	and	and	CCONJ
ajlm-217	41	103	ii	ii	PROPN
ajlm-217	41	104	,	,	PUNCT
ajlm-217	41	105	but	but	CCONJ
ajlm-217	41	106	follow	follow	VERB
ajlm-217	41	107	-	-	PUNCT
ajlm-217	41	108	up	up	ADP
ajlm-217	41	109	audits	audits	NOUN
ajlm-217	41	110	for	for	ADP
ajlm-217	41	111	cohort	cohort	NOUN
ajlm-217	41	112	iii	iii	NUM
ajlm-217	41	113	laboratories	laboratory	NOUN
ajlm-217	41	114	had	have	AUX
ajlm-217	41	115	not	not	PART
ajlm-217	41	116	yet	yet	ADV
ajlm-217	41	117	been	be	AUX
ajlm-217	41	118	completed	complete	VERB
ajlm-217	41	119	at	at	ADP
ajlm-217	41	120	the	the	DET
ajlm-217	41	121	time	time	NOUN
ajlm-217	41	122	of	of	ADP
ajlm-217	41	123	the	the	DET
ajlm-217	41	124	writing	writing	NOUN
ajlm-217	41	125	of	of	ADP
ajlm-217	41	126	this	this	DET
ajlm-217	41	127	article	article	NOUN
ajlm-217	41	128	.	.	PUNCT
ajlm-217	42	1	cohort	cohort	NOUN
ajlm-217	42	2	i	i	PRON
ajlm-217	42	3	laboratories	laboratory	NOUN
ajlm-217	42	4	received	receive	VERB
ajlm-217	42	5	one	one	NUM
ajlm-217	42	6	follow	follow	NOUN
ajlm-217	42	7	-	-	PUNCT
ajlm-217	42	8	up	up	ADP
ajlm-217	42	9	audit	audit	NOUN
ajlm-217	42	10	,	,	PUNCT
ajlm-217	42	11	with	with	ADP
ajlm-217	42	12	the	the	DET
ajlm-217	42	13	exception	exception	NOUN
ajlm-217	42	14	of	of	ADP
ajlm-217	42	15	nrl	nrl	NOUN
ajlm-217	42	16	,	,	PUNCT
ajlm-217	42	17	which	which	PRON
ajlm-217	42	18	had	have	VERB
ajlm-217	42	19	four	four	NUM
ajlm-217	42	20	.	.	PUNCT
ajlm-217	43	1	in	in	ADP
ajlm-217	43	2	cohort	cohort	PROPN
ajlm-217	43	3	ii	ii	PROPN
ajlm-217	43	4	,	,	PUNCT
ajlm-217	43	5	byumba	byumba	ADV
ajlm-217	43	6	,	,	PUNCT
ajlm-217	43	7	gihundwe	gihundwe	NOUN
ajlm-217	43	8	and	and	CCONJ
ajlm-217	43	9	gisenyi	gisenyi	PROPN
ajlm-217	43	10	each	each	PRON
ajlm-217	43	11	had	have	VERB
ajlm-217	43	12	two	two	NUM
ajlm-217	43	13	follow	follow	VERB
ajlm-217	43	14	-	-	PUNCT
ajlm-217	43	15	up	up	ADP
ajlm-217	43	16	audits	audits	NOUN
ajlm-217	43	17	,	,	PUNCT
ajlm-217	43	18	whereas	whereas	SCONJ
ajlm-217	43	19	gihundwe	gihundwe	VERB
ajlm-217	43	20	and	and	CCONJ
ajlm-217	43	21	nyagatare	nyagatare	NOUN
ajlm-217	43	22	had	have	VERB
ajlm-217	43	23	three.all	three.all	NUM
ajlm-217	43	24	audits	audits	NOUN
ajlm-217	43	25	for	for	ADP
ajlm-217	43	26	cohort	cohort	NOUN
ajlm-217	43	27	i	i	PRON
ajlm-217	43	28	were	be	AUX
ajlm-217	43	29	conducted	conduct	VERB
ajlm-217	43	30	by	by	ADP
ajlm-217	43	31	consultants	consultant	NOUN
ajlm-217	43	32	from	from	ADP
ajlm-217	43	33	the	the	DET
ajlm-217	43	34	american	american	ADJ
ajlm-217	43	35	society	society	NOUN
ajlm-217	43	36	for	for	ADP
ajlm-217	43	37	clinical	clinical	ADJ
ajlm-217	43	38	pathology	pathology	NOUN
ajlm-217	43	39	(	(	PUNCT
ajlm-217	43	40	ascp	ascp	PROPN
ajlm-217	43	41	)	)	PUNCT
ajlm-217	43	42	.	.	PUNCT
ajlm-217	44	1	ascp	ascp	PROPN
ajlm-217	44	2	consultants	consultants	PROPN
ajlm-217	44	3	teamed	team	VERB
ajlm-217	44	4	with	with	ADP
ajlm-217	44	5	rwanda	rwanda	PROPN
ajlm-217	44	6	slmta	slmta	NOUN
ajlm-217	44	7	facilitators	facilitator	NOUN
ajlm-217	44	8	to	to	PART
ajlm-217	44	9	conduct	conduct	VERB
ajlm-217	44	10	baseline	baseline	NOUN
ajlm-217	44	11	and	and	CCONJ
ajlm-217	44	12	exit	exit	NOUN
ajlm-217	44	13	audits	audits	NOUN
ajlm-217	44	14	for	for	ADP
ajlm-217	44	15	cohorts	cohort	NOUN
ajlm-217	44	16	ii	ii	PROPN
ajlm-217	44	17	and	and	CCONJ
ajlm-217	44	18	iii	iii	NOUN
ajlm-217	44	19	,	,	PUNCT
ajlm-217	44	20	whilst	whilst	SCONJ
ajlm-217	44	21	eaphln	eaphln	NOUN
ajlm-217	44	22	auditors	auditor	NOUN
ajlm-217	44	23	conducted	conduct	VERB
ajlm-217	44	24	follow	follow	NOUN
ajlm-217	44	25	-	-	PUNCT
ajlm-217	44	26	up	up	ADP
ajlm-217	44	27	audits	audits	NOUN
ajlm-217	44	28	for	for	ADP
ajlm-217	44	29	cohort	cohort	PROPN
ajlm-217	44	30	ii	ii	PROPN
ajlm-217	44	31	.	.	PUNCT
ajlm-217	45	1	the	the	DET
ajlm-217	45	2	ministry	ministry	PROPN
ajlm-217	45	3	of	of	ADP
ajlm-217	45	4	health	health	PROPN
ajlm-217	45	5	selected	select	VERB
ajlm-217	45	6	two	two	NUM
ajlm-217	45	7	high	high	ADV
ajlm-217	45	8	-	-	PUNCT
ajlm-217	45	9	performing	perform	VERB
ajlm-217	45	10	laboratories	laboratory	NOUN
ajlm-217	45	11	from	from	ADP
ajlm-217	45	12	cohort	cohort	PROPN
ajlm-217	45	13	ii	ii	PROPN
ajlm-217	45	14	for	for	ADP
ajlm-217	45	15	official	official	ADJ
ajlm-217	45	16	slipta	slipta	NOUN
ajlm-217	45	17	audit	audit	NOUN
ajlm-217	45	18	by	by	ADP
ajlm-217	45	19	the	the	DET
ajlm-217	45	20	african	african	ADJ
ajlm-217	45	21	society	society	NOUN
ajlm-217	45	22	for	for	ADP
ajlm-217	45	23	laboratory	laboratory	NOUN
ajlm-217	45	24	medicine	medicine	NOUN
ajlm-217	45	25	(	(	PUNCT
ajlm-217	45	26	aslm	aslm	NOUN
ajlm-217	45	27	)	)	PUNCT
ajlm-217	45	28	,	,	PUNCT
ajlm-217	45	29	namely	namely	ADV
ajlm-217	45	30	,	,	PUNCT
ajlm-217	45	31	nyagatare	nyagatare	NOUN
ajlm-217	45	32	hospital	hospital	NOUN
ajlm-217	45	33	laboratory	laboratory	NOUN
ajlm-217	45	34	and	and	CCONJ
ajlm-217	45	35	gihundwe	gihundwe	PROPN
ajlm-217	45	36	hospital	hospital	NOUN
ajlm-217	45	37	laboratory	laboratory	NOUN
ajlm-217	45	38	.	.	PUNCT
ajlm-217	46	1	mentorship	mentorship	NOUN
ajlm-217	46	2	and	and	CCONJ
ajlm-217	46	3	performance	performance	NOUN
ajlm-217	46	4	-	-	PUNCT
ajlm-217	46	5	based	base	VERB
ajlm-217	46	6	financing	financing	NOUN
ajlm-217	46	7	seventeen	seventeen	NUM
ajlm-217	46	8	local	local	ADJ
ajlm-217	46	9	mentors	mentor	NOUN
ajlm-217	46	10	with	with	ADP
ajlm-217	46	11	advanced	advanced	ADJ
ajlm-217	46	12	diplomas	diploma	NOUN
ajlm-217	46	13	or	or	CCONJ
ajlm-217	46	14	bachelor	bachelor	NOUN
ajlm-217	46	15	’s	’s	PART
ajlm-217	46	16	degrees	degree	NOUN
ajlm-217	46	17	received	receive	VERB
ajlm-217	46	18	a	a	DET
ajlm-217	46	19	two	two	NUM
ajlm-217	46	20	-	-	PUNCT
ajlm-217	46	21	day	day	NOUN
ajlm-217	46	22	training	training	NOUN
ajlm-217	46	23	in	in	ADP
ajlm-217	46	24	-	-	PUNCT
ajlm-217	46	25	country	country	NOUN
ajlm-217	46	26	in	in	ADP
ajlm-217	46	27	march	march	PROPN
ajlm-217	46	28	2012	2012	NUM
ajlm-217	46	29	in	in	ADP
ajlm-217	46	30	order	order	NOUN
ajlm-217	46	31	to	to	PART
ajlm-217	46	32	facilitate	facilitate	VERB
ajlm-217	46	33	the	the	DET
ajlm-217	46	34	implementation	implementation	NOUN
ajlm-217	46	35	of	of	ADP
ajlm-217	46	36	quality	quality	NOUN
ajlm-217	46	37	management	management	NOUN
ajlm-217	46	38	systems	system	NOUN
ajlm-217	46	39	in	in	ADP
ajlm-217	46	40	the	the	DET
ajlm-217	46	41	laboratories	laboratory	NOUN
ajlm-217	46	42	.	.	PUNCT
ajlm-217	47	1	they	they	PRON
ajlm-217	47	2	were	be	AUX
ajlm-217	47	3	tasked	task	VERB
ajlm-217	47	4	with	with	ADP
ajlm-217	47	5	helping	help	VERB
ajlm-217	47	6	slmta	slmta	NOUN
ajlm-217	47	7	participants	participant	NOUN
ajlm-217	47	8	in	in	ADP
ajlm-217	47	9	the	the	DET
ajlm-217	47	10	implementation	implementation	NOUN
ajlm-217	47	11	of	of	ADP
ajlm-217	47	12	improvement	improvement	NOUN
ajlm-217	47	13	projects	project	NOUN
ajlm-217	47	14	,	,	PUNCT
ajlm-217	47	15	in	in	ADP
ajlm-217	47	16	reviewing	review	VERB
ajlm-217	47	17	lessons	lesson	NOUN
ajlm-217	47	18	learned	learn	VERB
ajlm-217	47	19	during	during	ADP
ajlm-217	47	20	workshops	workshop	NOUN
ajlm-217	47	21	and	and	CCONJ
ajlm-217	47	22	in	in	ADP
ajlm-217	47	23	closing	closing	NOUN
ajlm-217	47	24	gaps	gap	NOUN
ajlm-217	47	25	identified	identify	VERB
ajlm-217	47	26	during	during	ADP
ajlm-217	47	27	the	the	DET
ajlm-217	47	28	audits	audits	NOUN
ajlm-217	47	29	.	.	PUNCT
ajlm-217	48	1	these	these	DET
ajlm-217	48	2	local	local	ADJ
ajlm-217	48	3	mentors	mentor	NOUN
ajlm-217	48	4	visited	visit	VERB
ajlm-217	48	5	each	each	DET
ajlm-217	48	6	laboratory	laboratory	NOUN
ajlm-217	48	7	for	for	ADP
ajlm-217	48	8	five	five	NUM
ajlm-217	48	9	days	day	NOUN
ajlm-217	48	10	following	follow	VERB
ajlm-217	48	11	each	each	DET
ajlm-217	48	12	workshop	workshop	NOUN
ajlm-217	48	13	.	.	PUNCT
ajlm-217	49	1	additionally	additionally	ADV
ajlm-217	49	2	,	,	PUNCT
ajlm-217	49	3	for	for	ADP
ajlm-217	49	4	cohort	cohort	PROPN
ajlm-217	49	5	ii	ii	PROPN
ajlm-217	49	6	,	,	PUNCT
ajlm-217	49	7	mentors	mentor	NOUN
ajlm-217	49	8	(	(	PUNCT
ajlm-217	49	9	two	two	NUM
ajlm-217	49	10	from	from	ADP
ajlm-217	49	11	rwanda	rwanda	PROPN
ajlm-217	49	12	,	,	PUNCT
ajlm-217	49	13	one	one	NUM
ajlm-217	49	14	from	from	ADP
ajlm-217	49	15	uganda	uganda	PROPN
ajlm-217	49	16	)	)	PUNCT
ajlm-217	49	17	with	with	ADP
ajlm-217	49	18	master	master	NOUN
ajlm-217	49	19	’s	’s	PART
ajlm-217	49	20	degrees	degree	NOUN
ajlm-217	49	21	in	in	ADP
ajlm-217	49	22	microbiology	microbiology	NOUN
ajlm-217	49	23	spent	spend	VERB
ajlm-217	49	24	two	two	NUM
ajlm-217	49	25	weeks	week	NOUN
ajlm-217	49	26	per	per	ADP
ajlm-217	49	27	month	month	NOUN
ajlm-217	49	28	in	in	ADP
ajlm-217	49	29	the	the	DET
ajlm-217	49	30	laboratories	laboratory	NOUN
ajlm-217	49	31	from	from	ADP
ajlm-217	49	32	may	may	PROPN
ajlm-217	49	33	2012	2012	NUM
ajlm-217	49	34	to	to	ADP
ajlm-217	49	35	december	december	PROPN
ajlm-217	49	36	2013	2013	NUM
ajlm-217	49	37	,	,	PUNCT
ajlm-217	49	38	overlapping	overlap	VERB
ajlm-217	49	39	with	with	ADP
ajlm-217	49	40	slmta	slmta	PROPN
ajlm-217	49	41	implementation.cohort	implementation.cohort	PROPN
ajlm-217	49	42	ii	ii	PROPN
ajlm-217	49	43	laboratories	laboratory	NOUN
ajlm-217	49	44	also	also	ADV
ajlm-217	49	45	implemented	implement	VERB
ajlm-217	49	46	performance	performance	NOUN
ajlm-217	49	47	-	-	PUNCT
ajlm-217	49	48	based	base	VERB
ajlm-217	49	49	financing	financing	NOUN
ajlm-217	49	50	,	,	PUNCT
ajlm-217	49	51	the	the	DET
ajlm-217	49	52	first	first	ADJ
ajlm-217	49	53	time	time	NOUN
ajlm-217	49	54	such	such	ADJ
ajlm-217	49	55	a	a	DET
ajlm-217	49	56	model	model	NOUN
ajlm-217	49	57	had	have	AUX
ajlm-217	49	58	been	be	AUX
ajlm-217	49	59	used	use	VERB
ajlm-217	49	60	with	with	ADP
ajlm-217	49	61	slmta	slmta	NOUN
ajlm-217	49	62	.	.	PUNCT
ajlm-217	50	1	the	the	DET
ajlm-217	50	2	performance	performance	NOUN
ajlm-217	50	3	-	-	PUNCT
ajlm-217	50	4	based	base	VERB
ajlm-217	50	5	financing	financing	NOUN
ajlm-217	50	6	model	model	NOUN
ajlm-217	50	7	is	be	AUX
ajlm-217	50	8	a	a	DET
ajlm-217	50	9	contractual	contractual	ADJ
ajlm-217	50	10	approach	approach	NOUN
ajlm-217	50	11	stipulating	stipulate	VERB
ajlm-217	50	12	that	that	SCONJ
ajlm-217	50	13	services	service	NOUN
ajlm-217	50	14	and	and	CCONJ
ajlm-217	50	15	purchasing	purchasing	NOUN
ajlm-217	50	16	activities	activity	NOUN
ajlm-217	50	17	performed	perform	VERB
ajlm-217	50	18	by	by	ADP
ajlm-217	50	19	health	health	NOUN
ajlm-217	50	20	providers	provider	NOUN
ajlm-217	50	21	must	must	AUX
ajlm-217	50	22	be	be	AUX
ajlm-217	50	23	of	of	ADP
ajlm-217	50	24	good	good	ADJ
ajlm-217	50	25	quality	quality	NOUN
ajlm-217	50	26	and	and	CCONJ
ajlm-217	50	27	compliant	compliant	ADJ
ajlm-217	50	28	with	with	ADP
ajlm-217	50	29	standards	standard	NOUN
ajlm-217	50	30	.	.	PUNCT
ajlm-217	51	1	linking	link	VERB
ajlm-217	51	2	financial	financial	ADJ
ajlm-217	51	3	incentives	incentive	NOUN
ajlm-217	51	4	for	for	ADP
ajlm-217	51	5	the	the	DET
ajlm-217	51	6	facility	facility	NOUN
ajlm-217	51	7	with	with	ADP
ajlm-217	51	8	results	result	NOUN
ajlm-217	51	9	is	be	AUX
ajlm-217	51	10	designed	design	VERB
ajlm-217	51	11	to	to	PART
ajlm-217	51	12	motivate	motivate	VERB
ajlm-217	51	13	healthcare	healthcare	NOUN
ajlm-217	51	14	providers	provider	NOUN
ajlm-217	51	15	to	to	PART
ajlm-217	51	16	provide	provide	VERB
ajlm-217	51	17	health	health	NOUN
ajlm-217	51	18	services	service	NOUN
ajlm-217	51	19	according	accord	VERB
ajlm-217	51	20	to	to	ADP
ajlm-217	51	21	the	the	DET
ajlm-217	51	22	qualities	quality	NOUN
ajlm-217	51	23	required	require	VERB
ajlm-217	51	24	by	by	ADP
ajlm-217	51	25	national	national	ADJ
ajlm-217	51	26	norms	norm	NOUN
ajlm-217	51	27	and	and	CCONJ
ajlm-217	51	28	standards	standard	NOUN
ajlm-217	51	29	.	.	PUNCT
ajlm-217	52	1	a	a	DET
ajlm-217	52	2	payment	payment	NOUN
ajlm-217	52	3	amount	amount	NOUN
ajlm-217	52	4	of	of	ADP
ajlm-217	52	5	$	$	SYM
ajlm-217	52	6	15	15	NUM
ajlm-217	52	7	 	 	SPACE
ajlm-217	52	8	000	000	NUM
ajlm-217	52	9	was	be	AUX
ajlm-217	52	10	allocated	allocate	VERB
ajlm-217	52	11	on	on	ADP
ajlm-217	52	12	a	a	DET
ajlm-217	52	13	quarterly	quarterly	ADJ
ajlm-217	52	14	basis	basis	NOUN
ajlm-217	52	15	to	to	ADP
ajlm-217	52	16	each	each	DET
ajlm-217	52	17	cohort	cohort	PROPN
ajlm-217	52	18	ii	ii	PROPN
ajlm-217	52	19	laboratory	laboratory	NOUN
ajlm-217	52	20	with	with	ADP
ajlm-217	52	21	a	a	DET
ajlm-217	52	22	score	score	NOUN
ajlm-217	52	23	of	of	ADP
ajlm-217	52	24	100	100	NUM
ajlm-217	52	25	%	%	NOUN
ajlm-217	52	26	on	on	ADP
ajlm-217	52	27	the	the	DET
ajlm-217	52	28	slipta	slipta	NOUN
ajlm-217	52	29	checklist	checklist	NOUN
ajlm-217	52	30	.	.	PUNCT
ajlm-217	53	1	the	the	DET
ajlm-217	53	2	incentive	incentive	NOUN
ajlm-217	53	3	was	be	AUX
ajlm-217	53	4	discounted	discount	VERB
ajlm-217	53	5	based	base	VERB
ajlm-217	53	6	on	on	ADP
ajlm-217	53	7	the	the	DET
ajlm-217	53	8	slipta	slipta	NOUN
ajlm-217	53	9	audit	audit	NOUN
ajlm-217	53	10	score	score	NOUN
ajlm-217	53	11	for	for	ADP
ajlm-217	53	12	laboratories	laboratory	NOUN
ajlm-217	53	13	not	not	PART
ajlm-217	53	14	achieving	achieve	VERB
ajlm-217	53	15	a	a	DET
ajlm-217	53	16	score	score	NOUN
ajlm-217	53	17	of	of	ADP
ajlm-217	53	18	a	a	DET
ajlm-217	53	19	100	100	NUM
ajlm-217	53	20	%	%	NOUN
ajlm-217	53	21	.	.	PUNCT
ajlm-217	54	1	for	for	ADP
ajlm-217	54	2	example	example	NOUN
ajlm-217	54	3	,	,	PUNCT
ajlm-217	54	4	if	if	SCONJ
ajlm-217	54	5	a	a	DET
ajlm-217	54	6	laboratory	laboratory	NOUN
ajlm-217	54	7	received	receive	VERB
ajlm-217	54	8	a	a	DET
ajlm-217	54	9	score	score	NOUN
ajlm-217	54	10	of	of	ADP
ajlm-217	54	11	70	70	NUM
ajlm-217	54	12	%	%	NOUN
ajlm-217	54	13	on	on	ADP
ajlm-217	54	14	the	the	DET
ajlm-217	54	15	slipta	slipta	NOUN
ajlm-217	54	16	checklist	checklist	NOUN
ajlm-217	54	17	,	,	PUNCT
ajlm-217	54	18	it	it	PRON
ajlm-217	54	19	would	would	AUX
ajlm-217	54	20	receive	receive	VERB
ajlm-217	54	21	a	a	DET
ajlm-217	54	22	payment	payment	NOUN
ajlm-217	54	23	of	of	ADP
ajlm-217	54	24	70	70	NUM
ajlm-217	54	25	%	%	NOUN
ajlm-217	54	26	of	of	ADP
ajlm-217	54	27	$	$	SYM
ajlm-217	54	28	15	15	NUM
ajlm-217	54	29	 	 	SPACE
ajlm-217	54	30	000	000	NUM
ajlm-217	54	31	,	,	PUNCT
ajlm-217	54	32	or	or	CCONJ
ajlm-217	54	33	$	$	SYM
ajlm-217	54	34	10	10	NUM
ajlm-217	54	35	 	 	SPACE
ajlm-217	54	36	500	500	NUM
ajlm-217	54	37	.	.	PUNCT
ajlm-217	54	38	to	to	PART
ajlm-217	54	39	incentivise	incentivise	VERB
ajlm-217	54	40	continuous	continuous	ADJ
ajlm-217	54	41	quality	quality	NOUN
ajlm-217	54	42	improvement	improvement	NOUN
ajlm-217	54	43	,	,	PUNCT
ajlm-217	54	44	performance	performance	NOUN
ajlm-217	54	45	-	-	PUNCT
ajlm-217	54	46	based	base	VERB
ajlm-217	54	47	financing	financing	NOUN
ajlm-217	54	48	allowances	allowance	NOUN
ajlm-217	54	49	were	be	AUX
ajlm-217	54	50	withheld	withhold	VERB
ajlm-217	54	51	if	if	SCONJ
ajlm-217	54	52	the	the	DET
ajlm-217	54	53	laboratory	laboratory	NOUN
ajlm-217	54	54	’s	’s	PART
ajlm-217	54	55	slipta	slipta	NOUN
ajlm-217	54	56	score	score	NOUN
ajlm-217	54	57	dropped	drop	VERB
ajlm-217	54	58	by	by	ADP
ajlm-217	54	59	≥	≥	NOUN
ajlm-217	54	60	3	3	NUM
ajlm-217	54	61	percentage	percentage	NOUN
ajlm-217	54	62	points	point	NOUN
ajlm-217	54	63	from	from	ADP
ajlm-217	54	64	its	its	PRON
ajlm-217	54	65	previous	previous	ADJ
ajlm-217	54	66	score	score	NOUN
ajlm-217	54	67	or	or	CCONJ
ajlm-217	54	68	resulted	result	VERB
ajlm-217	54	69	in	in	ADP
ajlm-217	54	70	a	a	DET
ajlm-217	54	71	lower	low	ADJ
ajlm-217	54	72	star	star	NOUN
ajlm-217	54	73	rating	rating	NOUN
ajlm-217	54	74	.	.	PUNCT
ajlm-217	55	1	the	the	DET
ajlm-217	55	2	laboratory	laboratory	NOUN
ajlm-217	55	3	could	could	AUX
ajlm-217	55	4	use	use	VERB
ajlm-217	55	5	this	this	DET
ajlm-217	55	6	incentive	incentive	NOUN
ajlm-217	55	7	money	money	NOUN
ajlm-217	55	8	to	to	PART
ajlm-217	55	9	buy	buy	VERB
ajlm-217	55	10	commodities	commodity	NOUN
ajlm-217	55	11	and	and	CCONJ
ajlm-217	55	12	conduct	conduct	VERB
ajlm-217	55	13	post	post	ADJ
ajlm-217	55	14	-	-	ADJ
ajlm-217	55	15	audit	audit	ADJ
ajlm-217	55	16	activities	activity	NOUN
ajlm-217	55	17	,	,	PUNCT
ajlm-217	55	18	gap	gap	NOUN
ajlm-217	55	19	analysis	analysis	NOUN
ajlm-217	55	20	,	,	PUNCT
ajlm-217	55	21	workshops	workshop	NOUN
ajlm-217	55	22	and	and	CCONJ
ajlm-217	55	23	employee	employee	NOUN
ajlm-217	55	24	-	-	PUNCT
ajlm-217	55	25	recognition	recognition	NOUN
ajlm-217	55	26	activities	activity	NOUN
ajlm-217	55	27	.	.	PUNCT
ajlm-217	56	1	results	result	VERB
ajlm-217	56	2	top	top	ADJ
ajlm-217	56	3	↑	↑	NUM
ajlm-217	56	4	cohort	cohort	NOUN
ajlm-217	56	5	i	i	PRON
ajlm-217	56	6	at	at	ADP
ajlm-217	56	7	the	the	DET
ajlm-217	56	8	baseline	baseline	ADJ
ajlm-217	56	9	audit	audit	NOUN
ajlm-217	56	10	for	for	ADP
ajlm-217	56	11	cohort	cohort	NOUN
ajlm-217	56	12	i	i	PRON
ajlm-217	56	13	,	,	PUNCT
ajlm-217	56	14	four	four	NUM
ajlm-217	56	15	laboratories	laboratory	NOUN
ajlm-217	56	16	had	have	VERB
ajlm-217	56	17	zero	zero	NUM
ajlm-217	56	18	stars	star	NOUN
ajlm-217	56	19	(	(	PUNCT
ajlm-217	56	20	chub	chub	NOUN
ajlm-217	56	21	,	,	PUNCT
ajlm-217	56	22	chuk	chuk	PROPN
ajlm-217	56	23	,	,	PUNCT
ajlm-217	56	24	nrl	nrl	PROPN
ajlm-217	56	25	,	,	PUNCT
ajlm-217	56	26	kmh	kmh	NOUN
ajlm-217	56	27	)	)	PUNCT
ajlm-217	56	28	and	and	CCONJ
ajlm-217	56	29	one	one	NUM
ajlm-217	56	30	laboratory	laboratory	NOUN
ajlm-217	56	31	(	(	PUNCT
ajlm-217	56	32	kfh	kfh	PROPN
ajlm-217	56	33	)	)	PUNCT
ajlm-217	56	34	was	be	AUX
ajlm-217	56	35	at	at	ADP
ajlm-217	56	36	two	two	NUM
ajlm-217	56	37	stars	star	NOUN
ajlm-217	56	38	(	(	PUNCT
ajlm-217	56	39	figure	figure	NOUN
ajlm-217	56	40	1a	1a	NOUN
ajlm-217	56	41	,	,	PUNCT
ajlm-217	56	42	table	table	NOUN
ajlm-217	56	43	1	1	NUM
ajlm-217	56	44	)	)	PUNCT
ajlm-217	56	45	.	.	PUNCT
ajlm-217	57	1	kfh	kfh	PROPN
ajlm-217	57	2	is	be	AUX
ajlm-217	57	3	a	a	DET
ajlm-217	57	4	private	private	ADJ
ajlm-217	57	5	hospital	hospital	NOUN
ajlm-217	57	6	laboratory	laboratory	NOUN
ajlm-217	57	7	and	and	CCONJ
ajlm-217	57	8	had	have	AUX
ajlm-217	57	9	been	be	AUX
ajlm-217	57	10	pursuing	pursue	VERB
ajlm-217	57	11	hospital	hospital	NOUN
ajlm-217	57	12	accreditation	accreditation	NOUN
ajlm-217	57	13	actively	actively	ADV
ajlm-217	57	14	for	for	ADP
ajlm-217	57	15	three	three	NUM
ajlm-217	57	16	years	year	NOUN
ajlm-217	57	17	prior	prior	ADV
ajlm-217	57	18	to	to	ADP
ajlm-217	57	19	enrolment	enrolment	NOUN
ajlm-217	57	20	in	in	ADP
ajlm-217	57	21	slmta	slmta	NOUN
ajlm-217	57	22	.	.	PUNCT
ajlm-217	58	1	at	at	ADP
ajlm-217	58	2	the	the	DET
ajlm-217	58	3	exit	exit	NOUN
ajlm-217	58	4	audit	audit	NOUN
ajlm-217	58	5	,	,	PUNCT
ajlm-217	58	6	one	one	NUM
ajlm-217	58	7	laboratory	laboratory	NOUN
ajlm-217	58	8	(	(	PUNCT
ajlm-217	58	9	kmh	kmh	PROPN
ajlm-217	58	10	)	)	PUNCT
ajlm-217	58	11	received	receive	VERB
ajlm-217	58	12	one	one	NUM
ajlm-217	58	13	star	star	NOUN
ajlm-217	58	14	,	,	PUNCT
ajlm-217	58	15	two	two	NUM
ajlm-217	58	16	laboratories	laboratory	NOUN
ajlm-217	58	17	received	receive	VERB
ajlm-217	58	18	two	two	NUM
ajlm-217	58	19	stars	star	NOUN
ajlm-217	58	20	(	(	PUNCT
ajlm-217	58	21	chub	chub	NOUN
ajlm-217	58	22	,	,	PUNCT
ajlm-217	58	23	nrl	nrl	PROPN
ajlm-217	58	24	)	)	PUNCT
ajlm-217	58	25	and	and	CCONJ
ajlm-217	58	26	two	two	NUM
ajlm-217	58	27	laboratories	laboratory	NOUN
ajlm-217	58	28	received	receive	VERB
ajlm-217	58	29	three	three	NUM
ajlm-217	58	30	stars	star	NOUN
ajlm-217	58	31	(	(	PUNCT
ajlm-217	58	32	chuk	chuk	PROPN
ajlm-217	58	33	,	,	PUNCT
ajlm-217	58	34	kfh	kfh	PROPN
ajlm-217	58	35	)	)	PUNCT
ajlm-217	58	36	.	.	PUNCT
ajlm-217	59	1	there	there	PRON
ajlm-217	59	2	was	be	VERB
ajlm-217	59	3	marked	mark	VERB
ajlm-217	59	4	improvement	improvement	NOUN
ajlm-217	59	5	in	in	ADP
ajlm-217	59	6	all	all	DET
ajlm-217	59	7	laboratories	laboratory	NOUN
ajlm-217	59	8	,	,	PUNCT
ajlm-217	59	9	with	with	ADP
ajlm-217	59	10	median	median	ADJ
ajlm-217	59	11	scores	score	NOUN
ajlm-217	59	12	increasing	increase	VERB
ajlm-217	59	13	from	from	ADP
ajlm-217	59	14	43	43	NUM
ajlm-217	59	15	%	%	NOUN
ajlm-217	59	16	to	to	ADP
ajlm-217	59	17	73	73	NUM
ajlm-217	59	18	%	%	NOUN
ajlm-217	59	19	.	.	PUNCT
ajlm-217	60	1	at	at	ADP
ajlm-217	60	2	the	the	DET
ajlm-217	60	3	follow	follow	VERB
ajlm-217	60	4	-	-	PUNCT
ajlm-217	60	5	up	up	ADP
ajlm-217	60	6	audit	audit	NOUN
ajlm-217	60	7	,	,	PUNCT
ajlm-217	60	8	one	one	NUM
ajlm-217	60	9	year	year	NOUN
ajlm-217	60	10	after	after	ADP
ajlm-217	60	11	the	the	DET
ajlm-217	60	12	exit	exit	NOUN
ajlm-217	60	13	audit	audit	NOUN
ajlm-217	60	14	,	,	PUNCT
ajlm-217	60	15	two	two	NUM
ajlm-217	60	16	laboratories	laboratory	NOUN
ajlm-217	60	17	earned	earn	VERB
ajlm-217	60	18	three	three	NUM
ajlm-217	60	19	stars	star	NOUN
ajlm-217	60	20	(	(	PUNCT
ajlm-217	60	21	chub	chub	NOUN
ajlm-217	60	22	,	,	PUNCT
ajlm-217	60	23	kfh	kfh	PROPN
ajlm-217	60	24	)	)	PUNCT
ajlm-217	60	25	and	and	CCONJ
ajlm-217	60	26	three	three	NUM
ajlm-217	60	27	laboratories	laboratory	NOUN
ajlm-217	60	28	achieved	achieve	VERB
ajlm-217	60	29	four	four	NUM
ajlm-217	60	30	stars	star	NOUN
ajlm-217	60	31	(	(	PUNCT
ajlm-217	60	32	chuk	chuk	PROPN
ajlm-217	60	33	,	,	PUNCT
ajlm-217	60	34	nrl	nrl	PROPN
ajlm-217	60	35	,	,	PUNCT
ajlm-217	60	36	kmh	kmh	PROPN
ajlm-217	60	37	)	)	PUNCT
ajlm-217	60	38	.	.	PUNCT
ajlm-217	61	1	table	table	NOUN
ajlm-217	61	2	1	1	NUM
ajlm-217	61	3	:	:	PUNCT
ajlm-217	61	4	cohort	cohort	NOUN
ajlm-217	61	5	-	-	PUNCT
ajlm-217	61	6	level	level	NOUN
ajlm-217	61	7	audit	audit	NOUN
ajlm-217	61	8	scores	score	NOUN
ajlm-217	61	9	.	.	PUNCT
ajlm-217	62	1	figure	figure	NOUN
ajlm-217	62	2	1	1	NUM
ajlm-217	62	3	:	:	PUNCT
ajlm-217	62	4	progress	progress	NOUN
ajlm-217	62	5	of	of	ADP
ajlm-217	62	6	slmta	slmta	NOUN
ajlm-217	62	7	cohorts	cohort	NOUN
ajlm-217	63	1	i	i	PRON
ajlm-217	63	2	(	(	PUNCT
ajlm-217	63	3	a	a	X
ajlm-217	63	4	)	)	PUNCT
ajlm-217	63	5	,	,	PUNCT
ajlm-217	63	6	ii	ii	PROPN
ajlm-217	63	7	(	(	PUNCT
ajlm-217	63	8	b	b	NOUN
ajlm-217	63	9	)	)	PUNCT
ajlm-217	63	10	and	and	CCONJ
ajlm-217	63	11	iii	iii	X
ajlm-217	63	12	(	(	PUNCT
ajlm-217	63	13	c	c	NOUN
ajlm-217	63	14	)	)	PUNCT
ajlm-217	63	15	in	in	ADP
ajlm-217	63	16	rwanda	rwanda	PROPN
ajlm-217	63	17	based	base	VERB
ajlm-217	63	18	on	on	ADP
ajlm-217	63	19	slipta	slipta	NOUN
ajlm-217	63	20	checklist	checklist	NOUN
ajlm-217	63	21	scores	score	NOUN
ajlm-217	63	22	.	.	PUNCT
ajlm-217	64	1	cohort	cohort	PROPN
ajlm-217	64	2	ii	ii	PROPN
ajlm-217	64	3	in	in	ADP
ajlm-217	64	4	cohort	cohort	PROPN
ajlm-217	64	5	ii	ii	PROPN
ajlm-217	64	6	,	,	PUNCT
ajlm-217	64	7	all	all	DET
ajlm-217	64	8	laboratories	laboratory	NOUN
ajlm-217	64	9	received	receive	VERB
ajlm-217	64	10	zero	zero	NUM
ajlm-217	64	11	stars	star	NOUN
ajlm-217	64	12	at	at	ADP
ajlm-217	64	13	the	the	DET
ajlm-217	64	14	baseline	baseline	ADJ
ajlm-217	64	15	audit	audit	NOUN
ajlm-217	64	16	(	(	PUNCT
ajlm-217	64	17	figure	figure	NOUN
ajlm-217	64	18	1b	1b	NUM
ajlm-217	64	19	,	,	PUNCT
ajlm-217	64	20	table	table	NOUN
ajlm-217	64	21	1	1	NUM
ajlm-217	64	22	)	)	PUNCT
ajlm-217	64	23	.	.	PUNCT
ajlm-217	65	1	at	at	ADP
ajlm-217	65	2	the	the	DET
ajlm-217	65	3	exit	exit	NOUN
ajlm-217	65	4	audit	audit	NOUN
ajlm-217	65	5	,	,	PUNCT
ajlm-217	65	6	three	three	NUM
ajlm-217	65	7	laboratories	laboratory	NOUN
ajlm-217	65	8	received	receive	VERB
ajlm-217	65	9	two	two	NUM
ajlm-217	65	10	stars	star	NOUN
ajlm-217	65	11	(	(	PUNCT
ajlm-217	65	12	gihundwe	gihundwe	NOUN
ajlm-217	65	13	,	,	PUNCT
ajlm-217	65	14	gisenyi	gisenyi	PROPN
ajlm-217	65	15	,	,	PUNCT
ajlm-217	65	16	kibungo	kibungo	NOUN
ajlm-217	65	17	)	)	PUNCT
ajlm-217	65	18	and	and	CCONJ
ajlm-217	65	19	two	two	NUM
ajlm-217	65	20	laboratories	laboratory	NOUN
ajlm-217	65	21	received	receive	VERB
ajlm-217	65	22	three	three	NUM
ajlm-217	65	23	stars	star	NOUN
ajlm-217	65	24	(	(	PUNCT
ajlm-217	65	25	byumba	byumba	ADJ
ajlm-217	65	26	,	,	PUNCT
ajlm-217	65	27	nyagatare	nyagatare	NOUN
ajlm-217	65	28	)	)	PUNCT
ajlm-217	65	29	.	.	PUNCT
ajlm-217	66	1	median	median	PROPN
ajlm-217	66	2	scores	score	NOUN
ajlm-217	66	3	increased	increase	VERB
ajlm-217	66	4	from	from	ADP
ajlm-217	66	5	28	28	NUM
ajlm-217	66	6	%	%	NOUN
ajlm-217	66	7	at	at	ADP
ajlm-217	66	8	baseline	baseline	NOUN
ajlm-217	66	9	to	to	ADP
ajlm-217	66	10	70	70	NUM
ajlm-217	66	11	%	%	NOUN
ajlm-217	66	12	at	at	ADP
ajlm-217	66	13	the	the	DET
ajlm-217	66	14	exit	exit	NOUN
ajlm-217	66	15	audit	audit	NOUN
ajlm-217	66	16	.	.	PUNCT
ajlm-217	67	1	at	at	ADP
ajlm-217	67	2	the	the	DET
ajlm-217	67	3	first	first	ADJ
ajlm-217	67	4	follow	follow	VERB
ajlm-217	67	5	-	-	PUNCT
ajlm-217	67	6	up	up	ADP
ajlm-217	67	7	audit	audit	NOUN
ajlm-217	67	8	,	,	PUNCT
ajlm-217	67	9	three	three	NUM
ajlm-217	67	10	months	month	NOUN
ajlm-217	67	11	after	after	ADP
ajlm-217	67	12	exit	exit	NOUN
ajlm-217	67	13	,	,	PUNCT
ajlm-217	67	14	one	one	NUM
ajlm-217	67	15	laboratory	laboratory	NOUN
ajlm-217	67	16	was	be	AUX
ajlm-217	67	17	at	at	ADP
ajlm-217	67	18	one	one	NUM
ajlm-217	67	19	star	star	NOUN
ajlm-217	67	20	(	(	PUNCT
ajlm-217	67	21	kibungo	kibungo	NOUN
ajlm-217	67	22	)	)	PUNCT
ajlm-217	67	23	,	,	PUNCT
ajlm-217	67	24	three	three	NUM
ajlm-217	67	25	laboratories	laboratory	NOUN
ajlm-217	67	26	had	have	AUX
ajlm-217	67	27	earned	earn	VERB
ajlm-217	67	28	three	three	NUM
ajlm-217	67	29	stars	star	NOUN
ajlm-217	67	30	(	(	PUNCT
ajlm-217	67	31	byumba	byumba	ADJ
ajlm-217	67	32	,	,	PUNCT
ajlm-217	67	33	gisenyi	gisenyi	PROPN
ajlm-217	67	34	,	,	PUNCT
ajlm-217	67	35	nyagatare	nyagatare	NOUN
ajlm-217	67	36	)	)	PUNCT
ajlm-217	67	37	and	and	CCONJ
ajlm-217	67	38	one	one	NUM
ajlm-217	67	39	had	have	AUX
ajlm-217	67	40	earned	earn	VERB
ajlm-217	67	41	four	four	NUM
ajlm-217	67	42	stars	star	NOUN
ajlm-217	67	43	(	(	PUNCT
ajlm-217	67	44	gihundwe	gihundwe	NOUN
ajlm-217	67	45	)	)	PUNCT
ajlm-217	67	46	.	.	PUNCT
ajlm-217	68	1	at	at	ADP
ajlm-217	68	2	the	the	DET
ajlm-217	68	3	official	official	ADJ
ajlm-217	68	4	slipta	slipta	NOUN
ajlm-217	68	5	audit	audit	NOUN
ajlm-217	68	6	conducted	conduct	VERB
ajlm-217	68	7	by	by	ADP
ajlm-217	68	8	aslm	aslm	NOUN
ajlm-217	68	9	in	in	ADP
ajlm-217	68	10	july	july	PROPN
ajlm-217	68	11	2013	2013	NUM
ajlm-217	68	12	,	,	PUNCT
ajlm-217	68	13	five	five	NUM
ajlm-217	68	14	months	month	NOUN
ajlm-217	68	15	after	after	ADP
ajlm-217	68	16	the	the	DET
ajlm-217	68	17	first	first	ADJ
ajlm-217	68	18	follow	follow	NOUN
ajlm-217	68	19	-	-	PUNCT
ajlm-217	68	20	up	up	ADP
ajlm-217	68	21	audit	audit	NOUN
ajlm-217	68	22	,	,	PUNCT
ajlm-217	68	23	nyagatare	nyagatare	NOUN
ajlm-217	68	24	hospital	hospital	NOUN
ajlm-217	68	25	laboratory	laboratory	NOUN
ajlm-217	68	26	was	be	AUX
ajlm-217	68	27	awarded	award	VERB
ajlm-217	68	28	two	two	NUM
ajlm-217	68	29	stars	star	NOUN
ajlm-217	68	30	and	and	CCONJ
ajlm-217	68	31	gihundwe	gihundwe	ADJ
ajlm-217	68	32	hospital	hospital	NOUN
ajlm-217	68	33	laboratory	laboratory	NOUN
ajlm-217	68	34	three	three	NUM
ajlm-217	68	35	stars	star	NOUN
ajlm-217	68	36	.	.	PUNCT
ajlm-217	69	1	scores	score	NOUN
ajlm-217	69	2	were	be	AUX
ajlm-217	69	3	somewhat	somewhat	ADV
ajlm-217	69	4	lower	low	ADJ
ajlm-217	69	5	(	(	PUNCT
ajlm-217	69	6	three	three	NUM
ajlm-217	69	7	percentage	percentage	NOUN
ajlm-217	69	8	points	point	NOUN
ajlm-217	69	9	for	for	ADP
ajlm-217	69	10	nyagatare	nyagatare	NOUN
ajlm-217	69	11	hospital	hospital	NOUN
ajlm-217	69	12	laboratory	laboratory	NOUN
ajlm-217	69	13	and	and	CCONJ
ajlm-217	69	14	eight	eight	NUM
ajlm-217	69	15	for	for	ADP
ajlm-217	69	16	gihundwe	gihundwe	ADJ
ajlm-217	69	17	hospital	hospital	NOUN
ajlm-217	69	18	laboratory	laboratory	NOUN
ajlm-217	69	19	)	)	PUNCT
ajlm-217	69	20	than	than	ADP
ajlm-217	69	21	those	those	PRON
ajlm-217	69	22	received	receive	VERB
ajlm-217	69	23	at	at	ADP
ajlm-217	69	24	the	the	DET
ajlm-217	69	25	first	first	ADJ
ajlm-217	69	26	follow	follow	NOUN
ajlm-217	69	27	-	-	PUNCT
ajlm-217	69	28	up	up	ADP
ajlm-217	69	29	audit	audit	NOUN
ajlm-217	69	30	.	.	PUNCT
ajlm-217	70	1	a	a	DET
ajlm-217	70	2	second	second	ADJ
ajlm-217	70	3	follow	follow	NOUN
ajlm-217	70	4	-	-	PUNCT
ajlm-217	70	5	up	up	ADP
ajlm-217	70	6	audit	audit	NOUN
ajlm-217	70	7	in	in	ADP
ajlm-217	70	8	november	november	PROPN
ajlm-217	70	9	2013	2013	NUM
ajlm-217	70	10	resulted	result	VERB
ajlm-217	70	11	in	in	ADP
ajlm-217	70	12	similar	similar	ADJ
ajlm-217	70	13	scores	score	NOUN
ajlm-217	70	14	to	to	ADP
ajlm-217	70	15	the	the	DET
ajlm-217	70	16	first	first	ADJ
ajlm-217	70	17	follow	follow	NOUN
ajlm-217	70	18	-	-	PUNCT
ajlm-217	70	19	up	up	NOUN
ajlm-217	70	20	,	,	PUNCT
ajlm-217	70	21	with	with	ADP
ajlm-217	70	22	the	the	DET
ajlm-217	70	23	exception	exception	NOUN
ajlm-217	70	24	of	of	ADP
ajlm-217	70	25	kibungo	kibungo	NOUN
ajlm-217	70	26	hospital	hospital	NOUN
ajlm-217	70	27	laboratory	laboratory	NOUN
ajlm-217	70	28	,	,	PUNCT
ajlm-217	70	29	whose	whose	DET
ajlm-217	70	30	score	score	NOUN
ajlm-217	70	31	increased	increase	VERB
ajlm-217	70	32	20	20	NUM
ajlm-217	70	33	percentage	percentage	NOUN
ajlm-217	70	34	points	point	NOUN
ajlm-217	70	35	to	to	ADP
ajlm-217	70	36	80	80	NUM
ajlm-217	70	37	%	%	NOUN
ajlm-217	70	38	(	(	PUNCT
ajlm-217	70	39	figure	figure	NOUN
ajlm-217	70	40	1b	1b	NUM
ajlm-217	70	41	)	)	PUNCT
ajlm-217	70	42	.	.	PUNCT
ajlm-217	71	1	cohort	cohort	PROPN
ajlm-217	71	2	iii	iii	PROPN
ajlm-217	71	3	at	at	ADP
ajlm-217	71	4	the	the	DET
ajlm-217	71	5	baseline	baseline	ADJ
ajlm-217	71	6	audit	audit	NOUN
ajlm-217	71	7	for	for	ADP
ajlm-217	71	8	cohort	cohort	PROPN
ajlm-217	71	9	iii	iii	PROPN
ajlm-217	71	10	,	,	PUNCT
ajlm-217	71	11	all	all	DET
ajlm-217	71	12	five	five	NUM
ajlm-217	71	13	district	district	NOUN
ajlm-217	71	14	hospital	hospital	NOUN
ajlm-217	71	15	laboratories	laboratory	NOUN
ajlm-217	71	16	had	have	VERB
ajlm-217	71	17	zero	zero	NUM
ajlm-217	71	18	-	-	PUNCT
ajlm-217	71	19	star	star	NOUN
ajlm-217	71	20	ratings	rating	NOUN
ajlm-217	71	21	(	(	PUNCT
ajlm-217	71	22	figure	figure	NOUN
ajlm-217	71	23	1c	1c	NOUN
ajlm-217	71	24	,	,	PUNCT
ajlm-217	71	25	table	table	NOUN
ajlm-217	71	26	1	1	NUM
ajlm-217	71	27	)	)	PUNCT
ajlm-217	71	28	.	.	PUNCT
ajlm-217	72	1	at	at	ADP
ajlm-217	72	2	the	the	DET
ajlm-217	72	3	exit	exit	NOUN
ajlm-217	72	4	audit	audit	NOUN
ajlm-217	72	5	,	,	PUNCT
ajlm-217	72	6	four	four	NUM
ajlm-217	72	7	laboratories	laboratory	NOUN
ajlm-217	72	8	received	receive	VERB
ajlm-217	72	9	one	one	NUM
ajlm-217	72	10	star	star	NOUN
ajlm-217	72	11	(	(	PUNCT
ajlm-217	72	12	kibagabaga	kibagabaga	NOUN
ajlm-217	72	13	,	,	PUNCT
ajlm-217	72	14	ruhango	ruhango	NOUN
ajlm-217	72	15	,	,	PUNCT
ajlm-217	72	16	ruhengeri	ruhengeri	NOUN
ajlm-217	72	17	,	,	PUNCT
ajlm-217	72	18	rwamagana	rwamagana	PROPN
ajlm-217	72	19	)	)	PUNCT
ajlm-217	72	20	and	and	CCONJ
ajlm-217	72	21	one	one	NUM
ajlm-217	72	22	laboratory	laboratory	NOUN
ajlm-217	72	23	received	receive	VERB
ajlm-217	72	24	two	two	NUM
ajlm-217	72	25	stars	star	NOUN
ajlm-217	72	26	(	(	PUNCT
ajlm-217	72	27	bushenge	bushenge	NOUN
ajlm-217	72	28	)	)	PUNCT
ajlm-217	72	29	.	.	PUNCT
ajlm-217	73	1	median	median	ADJ
ajlm-217	73	2	scores	score	NOUN
ajlm-217	73	3	increased	increase	VERB
ajlm-217	73	4	from	from	ADP
ajlm-217	73	5	32	32	NUM
ajlm-217	73	6	%	%	NOUN
ajlm-217	73	7	at	at	ADP
ajlm-217	73	8	baseline	baseline	NOUN
ajlm-217	73	9	to	to	ADP
ajlm-217	73	10	56	56	NUM
ajlm-217	73	11	%	%	NOUN
ajlm-217	73	12	at	at	ADP
ajlm-217	73	13	exit	exit	NOUN
ajlm-217	73	14	.	.	PUNCT
ajlm-217	74	1	national	national	ADJ
ajlm-217	74	2	reference	reference	PROPN
ajlm-217	74	3	laboratory	laboratory	NOUN
ajlm-217	74	4	the	the	DET
ajlm-217	74	5	nrl	nrl	NOUN
ajlm-217	74	6	participated	participate	VERB
ajlm-217	74	7	in	in	ADP
ajlm-217	74	8	six	six	NUM
ajlm-217	74	9	audits	audit	NOUN
ajlm-217	74	10	during	during	ADP
ajlm-217	74	11	the	the	DET
ajlm-217	74	12	period	period	NOUN
ajlm-217	74	13	of	of	ADP
ajlm-217	74	14	2010	2010	NUM
ajlm-217	74	15	to	to	ADP
ajlm-217	74	16	2013	2013	NUM
ajlm-217	74	17	.	.	PUNCT
ajlm-217	75	1	the	the	DET
ajlm-217	75	2	laboratory	laboratory	NOUN
ajlm-217	75	3	showed	show	VERB
ajlm-217	75	4	marked	mark	VERB
ajlm-217	75	5	,	,	PUNCT
ajlm-217	75	6	though	though	SCONJ
ajlm-217	75	7	unsteady	unsteady	ADJ
ajlm-217	75	8	,	,	PUNCT
ajlm-217	75	9	improvements	improvement	NOUN
ajlm-217	75	10	from	from	ADP
ajlm-217	75	11	43	43	NUM
ajlm-217	75	12	%	%	NOUN
ajlm-217	75	13	at	at	ADP
ajlm-217	75	14	baseline	baseline	NOUN
ajlm-217	75	15	to	to	ADP
ajlm-217	75	16	86	86	NUM
ajlm-217	75	17	%	%	NOUN
ajlm-217	75	18	at	at	ADP
ajlm-217	75	19	the	the	DET
ajlm-217	75	20	fourth	fourth	ADJ
ajlm-217	75	21	follow	follow	VERB
ajlm-217	75	22	-	-	PUNCT
ajlm-217	75	23	up	up	ADP
ajlm-217	75	24	audit	audit	NOUN
ajlm-217	75	25	nearly	nearly	ADV
ajlm-217	75	26	four	four	NUM
ajlm-217	75	27	years	year	NOUN
ajlm-217	75	28	later	later	ADV
ajlm-217	75	29	.	.	PUNCT
ajlm-217	76	1	at	at	ADP
ajlm-217	76	2	the	the	DET
ajlm-217	76	3	first	first	ADJ
ajlm-217	76	4	follow	follow	VERB
ajlm-217	76	5	-	-	PUNCT
ajlm-217	76	6	up	up	ADP
ajlm-217	76	7	audit	audit	NOUN
ajlm-217	76	8	in	in	ADP
ajlm-217	76	9	november	november	PROPN
ajlm-217	76	10	2011	2011	NUM
ajlm-217	76	11	,	,	PUNCT
ajlm-217	76	12	the	the	DET
ajlm-217	76	13	nrl	nrl	NOUN
ajlm-217	76	14	received	receive	VERB
ajlm-217	76	15	two	two	NUM
ajlm-217	76	16	stars	star	NOUN
ajlm-217	76	17	,	,	PUNCT
ajlm-217	76	18	a	a	DET
ajlm-217	76	19	score	score	NOUN
ajlm-217	76	20	similar	similar	ADJ
ajlm-217	76	21	to	to	ADP
ajlm-217	76	22	that	that	PRON
ajlm-217	76	23	awarded	award	VERB
ajlm-217	76	24	at	at	ADP
ajlm-217	76	25	the	the	DET
ajlm-217	76	26	exit	exit	NOUN
ajlm-217	76	27	audit	audit	NOUN
ajlm-217	76	28	six	six	NUM
ajlm-217	76	29	months	month	NOUN
ajlm-217	76	30	earlier	early	ADV
ajlm-217	76	31	.	.	PUNCT
ajlm-217	77	1	at	at	ADP
ajlm-217	77	2	the	the	DET
ajlm-217	77	3	second	second	ADJ
ajlm-217	77	4	follow	follow	NOUN
ajlm-217	77	5	-	-	PUNCT
ajlm-217	77	6	up	up	ADP
ajlm-217	77	7	audit	audit	NOUN
ajlm-217	77	8	in	in	ADP
ajlm-217	77	9	may	may	PROPN
ajlm-217	77	10	2012	2012	NUM
ajlm-217	77	11	,	,	PUNCT
ajlm-217	77	12	the	the	DET
ajlm-217	77	13	nrl	nrl	NOUN
ajlm-217	77	14	earned	earn	VERB
ajlm-217	77	15	four	four	NUM
ajlm-217	77	16	stars	star	NOUN
ajlm-217	77	17	,	,	PUNCT
ajlm-217	77	18	but	but	CCONJ
ajlm-217	77	19	at	at	ADP
ajlm-217	77	20	the	the	DET
ajlm-217	77	21	third	third	ADJ
ajlm-217	77	22	follow	follow	NOUN
ajlm-217	77	23	-	-	PUNCT
ajlm-217	77	24	up	up	ADP
ajlm-217	77	25	audit	audit	NOUN
ajlm-217	77	26	in	in	ADP
ajlm-217	77	27	february	february	PROPN
ajlm-217	77	28	2013	2013	NUM
ajlm-217	77	29	,	,	PUNCT
ajlm-217	77	30	the	the	DET
ajlm-217	77	31	nrl	nrl	NOUN
ajlm-217	77	32	decreased	decrease	VERB
ajlm-217	77	33	slightly	slightly	ADV
ajlm-217	77	34	to	to	ADP
ajlm-217	77	35	a	a	DET
ajlm-217	77	36	three	three	NUM
ajlm-217	77	37	-	-	PUNCT
ajlm-217	77	38	star	star	NOUN
ajlm-217	77	39	rating	rating	NOUN
ajlm-217	77	40	(	(	PUNCT
ajlm-217	77	41	figure	figure	NOUN
ajlm-217	77	42	2	2	NUM
ajlm-217	77	43	)	)	PUNCT
ajlm-217	77	44	.	.	PUNCT
ajlm-217	78	1	figure	figure	VERB
ajlm-217	78	2	2	2	NUM
ajlm-217	78	3	:	:	PUNCT
ajlm-217	78	4	progress	progress	NOUN
ajlm-217	78	5	of	of	ADP
ajlm-217	78	6	the	the	DET
ajlm-217	78	7	national	national	PROPN
ajlm-217	78	8	reference	reference	PROPN
ajlm-217	78	9	laboratory	laboratory	NOUN
ajlm-217	78	10	(	(	PUNCT
ajlm-217	78	11	nrl	nrl	NOUN
ajlm-217	78	12	)	)	PUNCT
ajlm-217	78	13	from	from	ADP
ajlm-217	78	14	2010–2013	2010–2013	NUM
ajlm-217	78	15	,	,	PUNCT
ajlm-217	78	16	based	base	VERB
ajlm-217	78	17	on	on	ADP
ajlm-217	78	18	stepwise	stepwise	PROPN
ajlm-217	78	19	laboratory	laboratory	NOUN
ajlm-217	78	20	quality	quality	NOUN
ajlm-217	78	21	improvement	improvement	NOUN
ajlm-217	78	22	toward	toward	ADP
ajlm-217	78	23	accreditation	accreditation	NOUN
ajlm-217	78	24	(	(	PUNCT
ajlm-217	78	25	slipta	slipta	NOUN
ajlm-217	78	26	)	)	PUNCT
ajlm-217	78	27	checklist	checklist	NOUN
ajlm-217	78	28	scores	score	NOUN
ajlm-217	78	29	.	.	PUNCT
ajlm-217	79	1	performance	performance	NOUN
ajlm-217	79	2	-	-	PUNCT
ajlm-217	79	3	based	base	VERB
ajlm-217	79	4	financing	financing	NOUN
ajlm-217	79	5	performance	performance	NOUN
ajlm-217	79	6	-	-	PUNCT
ajlm-217	79	7	based	base	VERB
ajlm-217	79	8	financing	financing	NOUN
ajlm-217	79	9	incentives	incentive	NOUN
ajlm-217	79	10	of	of	ADP
ajlm-217	79	11	$	$	SYM
ajlm-217	79	12	75	75	NUM
ajlm-217	79	13	 	 	SPACE
ajlm-217	79	14	000	000	NUM
ajlm-217	79	15	were	be	AUX
ajlm-217	79	16	planned	plan	VERB
ajlm-217	79	17	to	to	PART
ajlm-217	79	18	be	be	AUX
ajlm-217	79	19	awarded	award	VERB
ajlm-217	79	20	to	to	ADP
ajlm-217	79	21	the	the	DET
ajlm-217	79	22	five	five	NUM
ajlm-217	79	23	laboratories	laboratory	NOUN
ajlm-217	79	24	in	in	ADP
ajlm-217	79	25	cohort	cohort	PROPN
ajlm-217	79	26	ii	ii	PROPN
ajlm-217	79	27	for	for	ADP
ajlm-217	79	28	each	each	DET
ajlm-217	79	29	quarter	quarter	NOUN
ajlm-217	79	30	.	.	PUNCT
ajlm-217	80	1	the	the	DET
ajlm-217	80	2	maximum	maximum	ADJ
ajlm-217	80	3	amount	amount	NOUN
ajlm-217	80	4	received	receive	VERB
ajlm-217	80	5	in	in	ADP
ajlm-217	80	6	a	a	DET
ajlm-217	80	7	quarter	quarter	NOUN
ajlm-217	80	8	was	be	AUX
ajlm-217	80	9	$	$	SYM
ajlm-217	80	10	13	13	NUM
ajlm-217	80	11	 	 	SPACE
ajlm-217	80	12	050	050	NUM
ajlm-217	80	13	by	by	ADP
ajlm-217	80	14	gihundwe	gihundwe	PROPN
ajlm-217	80	15	laboratory	laboratory	NOUN
ajlm-217	80	16	which	which	PRON
ajlm-217	80	17	scored	score	VERB
ajlm-217	80	18	87	87	NUM
ajlm-217	80	19	%	%	NOUN
ajlm-217	80	20	at	at	ADP
ajlm-217	80	21	their	their	PRON
ajlm-217	80	22	first	first	ADJ
ajlm-217	80	23	follow	follow	VERB
ajlm-217	80	24	-	-	PUNCT
ajlm-217	80	25	up	up	ADP
ajlm-217	80	26	audit	audit	NOUN
ajlm-217	80	27	.	.	PUNCT
ajlm-217	81	1	two	two	NUM
ajlm-217	81	2	laboratories	laboratory	NOUN
ajlm-217	81	3	(	(	PUNCT
ajlm-217	81	4	nyagatare	nyagatare	NOUN
ajlm-217	81	5	and	and	CCONJ
ajlm-217	81	6	kibungo	kibungo	NOUN
ajlm-217	81	7	)	)	PUNCT
ajlm-217	81	8	were	be	AUX
ajlm-217	81	9	not	not	PART
ajlm-217	81	10	awarded	award	VERB
ajlm-217	81	11	incentives	incentive	NOUN
ajlm-217	81	12	for	for	ADP
ajlm-217	81	13	one	one	NUM
ajlm-217	81	14	quarter	quarter	NOUN
ajlm-217	81	15	because	because	SCONJ
ajlm-217	81	16	of	of	ADP
ajlm-217	81	17	a	a	DET
ajlm-217	81	18	drop	drop	NOUN
ajlm-217	81	19	in	in	ADP
ajlm-217	81	20	star	star	NOUN
ajlm-217	81	21	levels	level	NOUN
ajlm-217	81	22	.	.	PUNCT
ajlm-217	82	1	discussion	discussion	NOUN
ajlm-217	82	2	top	top	PROPN
ajlm-217	82	3	↑	↑	PROPN
ajlm-217	82	4	results	result	NOUN
ajlm-217	82	5	of	of	ADP
ajlm-217	82	6	this	this	DET
ajlm-217	82	7	study	study	NOUN
ajlm-217	82	8	show	show	VERB
ajlm-217	82	9	substantial	substantial	ADJ
ajlm-217	82	10	improvement	improvement	NOUN
ajlm-217	82	11	in	in	ADP
ajlm-217	82	12	laboratories	laboratory	NOUN
ajlm-217	82	13	enrolled	enrol	VERB
ajlm-217	82	14	in	in	ADP
ajlm-217	82	15	slmta	slmta	NOUN
ajlm-217	82	16	since	since	SCONJ
ajlm-217	82	17	2010	2010	NUM
ajlm-217	82	18	,	,	PUNCT
ajlm-217	82	19	as	as	SCONJ
ajlm-217	82	20	shown	show	VERB
ajlm-217	82	21	by	by	ADP
ajlm-217	82	22	star	star	NOUN
ajlm-217	82	23	rating	rating	NOUN
ajlm-217	82	24	results	result	NOUN
ajlm-217	82	25	.	.	PUNCT
ajlm-217	83	1	all	all	PRON
ajlm-217	83	2	but	but	SCONJ
ajlm-217	83	3	one	one	NUM
ajlm-217	83	4	of	of	ADP
ajlm-217	83	5	the	the	DET
ajlm-217	83	6	15	15	NUM
ajlm-217	83	7	laboratories	laboratory	NOUN
ajlm-217	83	8	had	have	VERB
ajlm-217	83	9	a	a	DET
ajlm-217	83	10	zero	zero	NUM
ajlm-217	83	11	-	-	PUNCT
ajlm-217	83	12	star	star	NOUN
ajlm-217	83	13	rating	rating	NOUN
ajlm-217	83	14	at	at	ADP
ajlm-217	83	15	the	the	DET
ajlm-217	83	16	baseline	baseline	ADJ
ajlm-217	83	17	audit	audit	NOUN
ajlm-217	83	18	,	,	PUNCT
ajlm-217	83	19	suggesting	suggest	VERB
ajlm-217	83	20	very	very	ADV
ajlm-217	83	21	low	low	ADJ
ajlm-217	83	22	levels	level	NOUN
ajlm-217	83	23	of	of	ADP
ajlm-217	83	24	quality	quality	NOUN
ajlm-217	83	25	management	management	NOUN
ajlm-217	83	26	.	.	PUNCT
ajlm-217	84	1	at	at	ADP
ajlm-217	84	2	the	the	DET
ajlm-217	84	3	conclusion	conclusion	NOUN
ajlm-217	84	4	of	of	ADP
ajlm-217	84	5	the	the	DET
ajlm-217	84	6	slmta	slmta	NOUN
ajlm-217	84	7	training	training	NOUN
ajlm-217	84	8	programme	programme	NOUN
ajlm-217	84	9	,	,	PUNCT
ajlm-217	84	10	every	every	DET
ajlm-217	84	11	laboratory	laboratory	NOUN
ajlm-217	84	12	had	have	AUX
ajlm-217	84	13	achieved	achieve	VERB
ajlm-217	84	14	at	at	ADV
ajlm-217	84	15	least	least	ADV
ajlm-217	84	16	one	one	NUM
ajlm-217	84	17	star	star	NOUN
ajlm-217	84	18	,	,	PUNCT
ajlm-217	84	19	with	with	ADP
ajlm-217	84	20	four	four	NUM
ajlm-217	84	21	laboratories	laboratory	NOUN
ajlm-217	84	22	obtaining	obtain	VERB
ajlm-217	84	23	three	three	NUM
ajlm-217	84	24	or	or	CCONJ
ajlm-217	84	25	more	more	ADJ
ajlm-217	84	26	stars	star	NOUN
ajlm-217	84	27	.	.	PUNCT
ajlm-217	85	1	furthermore	furthermore	ADV
ajlm-217	85	2	,	,	PUNCT
ajlm-217	85	3	laboratories	laboratory	NOUN
ajlm-217	85	4	continued	continue	VERB
ajlm-217	85	5	to	to	PART
ajlm-217	85	6	improve	improve	VERB
ajlm-217	85	7	after	after	ADP
ajlm-217	85	8	the	the	DET
ajlm-217	85	9	end	end	NOUN
ajlm-217	85	10	of	of	ADP
ajlm-217	85	11	the	the	DET
ajlm-217	85	12	slmta	slmta	NOUN
ajlm-217	85	13	programme	programme	NOUN
ajlm-217	85	14	,	,	PUNCT
ajlm-217	85	15	with	with	ADP
ajlm-217	85	16	nine	nine	NUM
ajlm-217	85	17	of	of	ADP
ajlm-217	85	18	the	the	DET
ajlm-217	85	19	10	10	NUM
ajlm-217	85	20	laboratories	laboratory	NOUN
ajlm-217	85	21	conducting	conduct	VERB
ajlm-217	85	22	follow	follow	VERB
ajlm-217	85	23	-	-	PUNCT
ajlm-217	85	24	up	up	ADP
ajlm-217	85	25	audits	audits	NOUN
ajlm-217	85	26	achieving	achieve	VERB
ajlm-217	85	27	three	three	NUM
ajlm-217	85	28	or	or	CCONJ
ajlm-217	85	29	more	more	ADJ
ajlm-217	85	30	stars.establishing	stars.establishe	VERB
ajlm-217	85	31	a	a	DET
ajlm-217	85	32	stepwise	stepwise	ADJ
ajlm-217	85	33	approach	approach	NOUN
ajlm-217	85	34	in	in	ADP
ajlm-217	85	35	order	order	NOUN
ajlm-217	85	36	to	to	PART
ajlm-217	85	37	guide	guide	VERB
ajlm-217	85	38	laboratories	laboratory	NOUN
ajlm-217	85	39	in	in	ADP
ajlm-217	85	40	a	a	DET
ajlm-217	85	41	gradual	gradual	ADJ
ajlm-217	85	42	improvement	improvement	NOUN
ajlm-217	85	43	process	process	NOUN
ajlm-217	85	44	,	,	PUNCT
ajlm-217	85	45	as	as	ADV
ajlm-217	85	46	well	well	ADV
ajlm-217	85	47	as	as	ADP
ajlm-217	85	48	offering	offer	VERB
ajlm-217	85	49	evaluations	evaluation	NOUN
ajlm-217	85	50	that	that	PRON
ajlm-217	85	51	demonstrate	demonstrate	VERB
ajlm-217	85	52	progress	progress	NOUN
ajlm-217	85	53	at	at	ADP
ajlm-217	85	54	each	each	DET
ajlm-217	85	55	level	level	NOUN
ajlm-217	85	56	,	,	PUNCT
ajlm-217	85	57	is	be	AUX
ajlm-217	85	58	a	a	DET
ajlm-217	85	59	dynamic	dynamic	ADJ
ajlm-217	85	60	way	way	NOUN
ajlm-217	85	61	of	of	ADP
ajlm-217	85	62	implementing	implement	VERB
ajlm-217	85	63	quality	quality	NOUN
ajlm-217	85	64	laboratory	laboratory	NOUN
ajlm-217	85	65	standards	standard	NOUN
ajlm-217	85	66	in	in	ADP
ajlm-217	85	67	developing	develop	VERB
ajlm-217	85	68	countries.11	countries.11	NOUN
ajlm-217	85	69	improvements	improvement	NOUN
ajlm-217	85	70	resulting	result	VERB
ajlm-217	85	71	from	from	ADP
ajlm-217	85	72	slmta	slmta	ADJ
ajlm-217	85	73	implementation	implementation	NOUN
ajlm-217	85	74	have	have	AUX
ajlm-217	85	75	been	be	AUX
ajlm-217	85	76	observed	observe	VERB
ajlm-217	85	77	elsewhere	elsewhere	ADV
ajlm-217	85	78	;	;	PUNCT
ajlm-217	85	79	however	however	ADV
ajlm-217	85	80	,	,	PUNCT
ajlm-217	85	81	rwanda	rwanda	PROPN
ajlm-217	85	82	’s	’s	PART
ajlm-217	85	83	results	result	NOUN
ajlm-217	85	84	are	be	AUX
ajlm-217	85	85	somewhat	somewhat	ADV
ajlm-217	85	86	higher	high	ADJ
ajlm-217	85	87	than	than	ADP
ajlm-217	85	88	what	what	PRON
ajlm-217	85	89	is	be	AUX
ajlm-217	85	90	typically	typically	ADV
ajlm-217	85	91	found	find	VERB
ajlm-217	85	92	.	.	PUNCT
ajlm-217	86	1	for	for	ADP
ajlm-217	86	2	example	example	NOUN
ajlm-217	86	3	,	,	PUNCT
ajlm-217	86	4	amongst	amongst	ADP
ajlm-217	86	5	321	321	NUM
ajlm-217	86	6	laboratories	laboratory	NOUN
ajlm-217	86	7	worldwide	worldwide	ADV
ajlm-217	86	8	that	that	PRON
ajlm-217	86	9	have	have	AUX
ajlm-217	86	10	completed	complete	VERB
ajlm-217	86	11	the	the	DET
ajlm-217	86	12	slmta	slmta	NOUN
ajlm-217	86	13	training	training	NOUN
ajlm-217	86	14	,	,	PUNCT
ajlm-217	86	15	nearly	nearly	ADV
ajlm-217	86	16	one	one	NUM
ajlm-217	86	17	third	third	ADJ
ajlm-217	86	18	(	(	PUNCT
ajlm-217	86	19	29	29	NUM
ajlm-217	86	20	%	%	NOUN
ajlm-217	86	21	)	)	PUNCT
ajlm-217	86	22	remained	remain	VERB
ajlm-217	86	23	at	at	ADP
ajlm-217	86	24	zero	zero	NUM
ajlm-217	86	25	stars	star	NOUN
ajlm-217	86	26	after	after	ADP
ajlm-217	86	27	slmta	slmta	NOUN
ajlm-217	86	28	implementation	implementation	NOUN
ajlm-217	86	29	,	,	PUNCT
ajlm-217	86	30	with	with	ADP
ajlm-217	86	31	a	a	DET
ajlm-217	86	32	mean	mean	ADJ
ajlm-217	86	33	score	score	NOUN
ajlm-217	86	34	increase	increase	NOUN
ajlm-217	86	35	of	of	ADP
ajlm-217	86	36	23	23	NUM
ajlm-217	86	37	percentage	percentage	NOUN
ajlm-217	86	38	points	point	NOUN
ajlm-217	86	39	,	,	PUNCT
ajlm-217	86	40	compared	compare	VERB
ajlm-217	86	41	with	with	ADP
ajlm-217	86	42	rwanda	rwanda	PROPN
ajlm-217	86	43	’s	’s	PART
ajlm-217	86	44	results	result	NOUN
ajlm-217	86	45	of	of	ADP
ajlm-217	86	46	all	all	DET
ajlm-217	86	47	laboratories	laboratory	NOUN
ajlm-217	86	48	achieving	achieve	VERB
ajlm-217	86	49	at	at	ADV
ajlm-217	86	50	least	least	ADV
ajlm-217	86	51	one	one	NUM
ajlm-217	86	52	star	star	NOUN
ajlm-217	86	53	and	and	CCONJ
ajlm-217	86	54	a	a	DET
ajlm-217	86	55	median	median	ADJ
ajlm-217	86	56	improvement	improvement	NOUN
ajlm-217	86	57	of	of	ADP
ajlm-217	86	58	34	34	NUM
ajlm-217	86	59	percentage	percentage	NOUN
ajlm-217	86	60	points.12	points.12	NOUN
ajlm-217	86	61	for	for	ADP
ajlm-217	86	62	system	system	NOUN
ajlm-217	86	63	-	-	PUNCT
ajlm-217	86	64	wide	wide	ADJ
ajlm-217	86	65	improvement	improvement	NOUN
ajlm-217	86	66	,	,	PUNCT
ajlm-217	86	67	the	the	DET
ajlm-217	86	68	rwandan	rwandan	ADJ
ajlm-217	86	69	government	government	NOUN
ajlm-217	86	70	encourages	encourage	VERB
ajlm-217	86	71	collecting	collect	VERB
ajlm-217	86	72	and	and	CCONJ
ajlm-217	86	73	using	use	VERB
ajlm-217	86	74	laboratory	laboratory	NOUN
ajlm-217	86	75	data	datum	NOUN
ajlm-217	86	76	for	for	ADP
ajlm-217	86	77	advocacy	advocacy	NOUN
ajlm-217	86	78	;	;	PUNCT
ajlm-217	86	79	programmatic	programmatic	ADJ
ajlm-217	86	80	data	datum	NOUN
ajlm-217	86	81	are	be	AUX
ajlm-217	86	82	now	now	ADV
ajlm-217	86	83	used	use	VERB
ajlm-217	86	84	in	in	ADP
ajlm-217	86	85	developing	develop	VERB
ajlm-217	86	86	policies	policy	NOUN
ajlm-217	86	87	aimed	aim	VERB
ajlm-217	86	88	at	at	ADP
ajlm-217	86	89	improving	improve	VERB
ajlm-217	86	90	quality	quality	NOUN
ajlm-217	86	91	services	service	NOUN
ajlm-217	86	92	.	.	PUNCT
ajlm-217	87	1	for	for	ADP
ajlm-217	87	2	example	example	NOUN
ajlm-217	87	3	,	,	PUNCT
ajlm-217	87	4	a	a	DET
ajlm-217	87	5	cross	cross	ADJ
ajlm-217	87	6	-	-	ADJ
ajlm-217	87	7	cutting	cutting	ADJ
ajlm-217	87	8	problem	problem	NOUN
ajlm-217	87	9	in	in	ADP
ajlm-217	87	10	many	many	ADJ
ajlm-217	87	11	laboratories	laboratory	NOUN
ajlm-217	87	12	in	in	ADP
ajlm-217	87	13	rwanda	rwanda	PROPN
ajlm-217	87	14	has	have	AUX
ajlm-217	87	15	been	be	AUX
ajlm-217	87	16	service	service	NOUN
ajlm-217	87	17	interruptions	interruption	NOUN
ajlm-217	87	18	as	as	ADP
ajlm-217	87	19	a	a	DET
ajlm-217	87	20	result	result	NOUN
ajlm-217	87	21	of	of	ADP
ajlm-217	87	22	stockouts	stockout	NOUN
ajlm-217	87	23	and	and	CCONJ
ajlm-217	87	24	equipment	equipment	NOUN
ajlm-217	87	25	breakdowns	breakdown	NOUN
ajlm-217	87	26	.	.	PUNCT
ajlm-217	88	1	to	to	PART
ajlm-217	88	2	address	address	VERB
ajlm-217	88	3	this	this	DET
ajlm-217	88	4	problem	problem	NOUN
ajlm-217	88	5	,	,	PUNCT
ajlm-217	88	6	chuk	chuk	PROPN
ajlm-217	88	7	conducted	conduct	VERB
ajlm-217	88	8	an	an	DET
ajlm-217	88	9	improvement	improvement	NOUN
ajlm-217	88	10	project	project	NOUN
ajlm-217	88	11	between	between	ADP
ajlm-217	88	12	its	its	PRON
ajlm-217	88	13	second	second	ADJ
ajlm-217	88	14	and	and	CCONJ
ajlm-217	88	15	third	third	ADJ
ajlm-217	88	16	slmta	slmta	NOUN
ajlm-217	88	17	workshops	workshop	NOUN
ajlm-217	88	18	which	which	PRON
ajlm-217	88	19	focused	focus	VERB
ajlm-217	88	20	on	on	ADP
ajlm-217	88	21	calculating	calculate	VERB
ajlm-217	88	22	the	the	DET
ajlm-217	88	23	financial	financial	ADJ
ajlm-217	88	24	impact	impact	NOUN
ajlm-217	88	25	of	of	ADP
ajlm-217	88	26	service	service	NOUN
ajlm-217	88	27	interruption	interruption	NOUN
ajlm-217	88	28	.	.	PUNCT
ajlm-217	89	1	from	from	ADP
ajlm-217	89	2	july	july	PROPN
ajlm-217	89	3	to	to	ADP
ajlm-217	89	4	september	september	PROPN
ajlm-217	89	5	2010	2010	NUM
ajlm-217	89	6	,	,	PUNCT
ajlm-217	89	7	stockouts	stockout	NOUN
ajlm-217	89	8	and	and	CCONJ
ajlm-217	89	9	equipment	equipment	NOUN
ajlm-217	89	10	breakdowns	breakdown	NOUN
ajlm-217	89	11	prevented	prevent	VERB
ajlm-217	89	12	the	the	DET
ajlm-217	89	13	laboratory	laboratory	NOUN
ajlm-217	89	14	from	from	ADP
ajlm-217	89	15	performing	perform	VERB
ajlm-217	89	16	6486	6486	NUM
ajlm-217	89	17	tests	test	NOUN
ajlm-217	89	18	,	,	PUNCT
ajlm-217	89	19	which	which	PRON
ajlm-217	89	20	were	be	AUX
ajlm-217	89	21	referred	refer	VERB
ajlm-217	89	22	to	to	ADP
ajlm-217	89	23	private	private	ADJ
ajlm-217	89	24	laboratories	laboratory	NOUN
ajlm-217	89	25	.	.	PUNCT
ajlm-217	90	1	the	the	DET
ajlm-217	90	2	laboratory	laboratory	NOUN
ajlm-217	90	3	estimated	estimate	VERB
ajlm-217	90	4	that	that	SCONJ
ajlm-217	90	5	,	,	PUNCT
ajlm-217	90	6	if	if	SCONJ
ajlm-217	90	7	performed	perform	VERB
ajlm-217	90	8	,	,	PUNCT
ajlm-217	90	9	the	the	DET
ajlm-217	90	10	tests	test	NOUN
ajlm-217	90	11	would	would	AUX
ajlm-217	90	12	have	have	AUX
ajlm-217	90	13	generated	generate	VERB
ajlm-217	90	14	revenue	revenue	NOUN
ajlm-217	90	15	of	of	ADP
ajlm-217	90	16	$	$	SYM
ajlm-217	90	17	14	14	NUM
ajlm-217	90	18	 	 	SPACE
ajlm-217	90	19	308	308	NUM
ajlm-217	90	20	.	.	PUNCT
ajlm-217	91	1	in	in	ADP
ajlm-217	91	2	contrast	contrast	NOUN
ajlm-217	91	3	,	,	PUNCT
ajlm-217	91	4	the	the	DET
ajlm-217	91	5	funds	fund	NOUN
ajlm-217	91	6	needed	need	VERB
ajlm-217	91	7	to	to	PART
ajlm-217	91	8	purchase	purchase	VERB
ajlm-217	91	9	the	the	DET
ajlm-217	91	10	necessary	necessary	ADJ
ajlm-217	91	11	reagents	reagent	NOUN
ajlm-217	91	12	and	and	CCONJ
ajlm-217	91	13	maintain	maintain	VERB
ajlm-217	91	14	equipment	equipment	NOUN
ajlm-217	91	15	were	be	AUX
ajlm-217	91	16	estimated	estimate	VERB
ajlm-217	91	17	at	at	ADP
ajlm-217	91	18	$	$	SYM
ajlm-217	91	19	5711	5711	NUM
ajlm-217	91	20	,	,	PUNCT
ajlm-217	91	21	resulting	result	VERB
ajlm-217	91	22	in	in	ADP
ajlm-217	91	23	a	a	DET
ajlm-217	91	24	net	net	ADJ
ajlm-217	91	25	loss	loss	NOUN
ajlm-217	91	26	of	of	ADP
ajlm-217	91	27	$	$	SYM
ajlm-217	91	28	8597	8597	NUM
ajlm-217	91	29	in	in	ADP
ajlm-217	91	30	potential	potential	ADJ
ajlm-217	91	31	income	income	NOUN
ajlm-217	91	32	to	to	ADP
ajlm-217	91	33	the	the	DET
ajlm-217	91	34	hospital	hospital	NOUN
ajlm-217	91	35	.	.	PUNCT
ajlm-217	92	1	after	after	ADP
ajlm-217	92	2	reviewing	review	VERB
ajlm-217	92	3	these	these	DET
ajlm-217	92	4	findings	finding	NOUN
ajlm-217	92	5	,	,	PUNCT
ajlm-217	92	6	hospital	hospital	NOUN
ajlm-217	92	7	senior	senior	ADJ
ajlm-217	92	8	management	management	NOUN
ajlm-217	92	9	agreed	agree	VERB
ajlm-217	92	10	to	to	PART
ajlm-217	92	11	purchase	purchase	VERB
ajlm-217	92	12	a	a	DET
ajlm-217	92	13	back	back	NOUN
ajlm-217	92	14	-	-	PUNCT
ajlm-217	92	15	up	up	ADP
ajlm-217	92	16	clinical	clinical	ADJ
ajlm-217	92	17	chemistry	chemistry	NOUN
ajlm-217	92	18	analyser	analyser	NOUN
ajlm-217	92	19	and	and	CCONJ
ajlm-217	92	20	signed	sign	VERB
ajlm-217	92	21	a	a	DET
ajlm-217	92	22	maintenance	maintenance	NOUN
ajlm-217	92	23	agreement	agreement	NOUN
ajlm-217	92	24	with	with	ADP
ajlm-217	92	25	laboratory	laboratory	NOUN
ajlm-217	92	26	equipment	equipment	NOUN
ajlm-217	92	27	manufacturers	manufacturer	NOUN
ajlm-217	92	28	with	with	ADP
ajlm-217	92	29	the	the	DET
ajlm-217	92	30	aim	aim	NOUN
ajlm-217	92	31	of	of	ADP
ajlm-217	92	32	ensuring	ensure	VERB
ajlm-217	92	33	continuity	continuity	NOUN
ajlm-217	92	34	of	of	ADP
ajlm-217	92	35	laboratory	laboratory	NOUN
ajlm-217	92	36	services	service	NOUN
ajlm-217	92	37	.	.	PUNCT
ajlm-217	93	1	sustainability	sustainability	NOUN
ajlm-217	93	2	is	be	AUX
ajlm-217	93	3	a	a	DET
ajlm-217	93	4	critical	critical	ADJ
ajlm-217	93	5	issue	issue	NOUN
ajlm-217	93	6	for	for	ADP
ajlm-217	93	7	slmta	slmta	NOUN
ajlm-217	93	8	and	and	CCONJ
ajlm-217	93	9	other	other	ADJ
ajlm-217	93	10	improvement	improvement	NOUN
ajlm-217	93	11	programmes	programme	NOUN
ajlm-217	93	12	.	.	PUNCT
ajlm-217	94	1	data	datum	NOUN
ajlm-217	94	2	from	from	ADP
ajlm-217	94	3	cohorts	cohort	NOUN
ajlm-217	94	4	i	i	PRON
ajlm-217	94	5	and	and	CCONJ
ajlm-217	94	6	ii	ii	PROPN
ajlm-217	94	7	show	show	VERB
ajlm-217	94	8	that	that	SCONJ
ajlm-217	94	9	not	not	PART
ajlm-217	94	10	only	only	ADV
ajlm-217	94	11	were	be	AUX
ajlm-217	94	12	the	the	DET
ajlm-217	94	13	gains	gain	NOUN
ajlm-217	94	14	achieved	achieve	VERB
ajlm-217	94	15	through	through	ADP
ajlm-217	94	16	slmta	slmta	ADJ
ajlm-217	94	17	implementation	implementation	NOUN
ajlm-217	94	18	sustained	sustain	VERB
ajlm-217	94	19	a	a	DET
ajlm-217	94	20	year	year	NOUN
ajlm-217	94	21	after	after	ADP
ajlm-217	94	22	completion	completion	NOUN
ajlm-217	94	23	of	of	ADP
ajlm-217	94	24	the	the	DET
ajlm-217	94	25	training	training	NOUN
ajlm-217	94	26	programme	programme	NOUN
ajlm-217	94	27	,	,	PUNCT
ajlm-217	94	28	but	but	CCONJ
ajlm-217	94	29	they	they	PRON
ajlm-217	94	30	continued	continue	VERB
ajlm-217	94	31	to	to	PART
ajlm-217	94	32	increase	increase	VERB
ajlm-217	94	33	a	a	DET
ajlm-217	94	34	median	median	NOUN
ajlm-217	94	35	of	of	ADP
ajlm-217	94	36	10	10	NUM
ajlm-217	94	37	additional	additional	ADJ
ajlm-217	94	38	percentage	percentage	NOUN
ajlm-217	94	39	points	point	NOUN
ajlm-217	94	40	.	.	PUNCT
ajlm-217	95	1	the	the	DET
ajlm-217	95	2	kmh	kmh	PROPN
ajlm-217	95	3	laboratory	laboratory	PROPN
ajlm-217	95	4	in	in	ADP
ajlm-217	95	5	cohort	cohort	NOUN
ajlm-217	95	6	i	i	PRON
ajlm-217	95	7	showed	show	VERB
ajlm-217	95	8	the	the	DET
ajlm-217	95	9	greatest	great	ADJ
ajlm-217	95	10	post	post	ADJ
ajlm-217	95	11	-	-	ADJ
ajlm-217	95	12	slmta	slmta	ADJ
ajlm-217	95	13	improvement	improvement	NOUN
ajlm-217	95	14	,	,	PUNCT
ajlm-217	95	15	with	with	ADP
ajlm-217	95	16	scores	score	NOUN
ajlm-217	95	17	increasing	increase	VERB
ajlm-217	95	18	from	from	ADP
ajlm-217	95	19	56	56	NUM
ajlm-217	95	20	%	%	NOUN
ajlm-217	95	21	(	(	PUNCT
ajlm-217	95	22	1	1	NUM
ajlm-217	95	23	star	star	NOUN
ajlm-217	95	24	)	)	PUNCT
ajlm-217	95	25	at	at	ADP
ajlm-217	95	26	the	the	DET
ajlm-217	95	27	exit	exit	NOUN
ajlm-217	95	28	audit	audit	NOUN
ajlm-217	95	29	to	to	ADP
ajlm-217	95	30	90	90	NUM
ajlm-217	95	31	%	%	NOUN
ajlm-217	95	32	(	(	PUNCT
ajlm-217	95	33	4	4	NUM
ajlm-217	95	34	stars	star	NOUN
ajlm-217	95	35	)	)	PUNCT
ajlm-217	95	36	one	one	NUM
ajlm-217	95	37	year	year	NOUN
ajlm-217	95	38	later	later	ADV
ajlm-217	95	39	.	.	PUNCT
ajlm-217	96	1	this	this	DET
ajlm-217	96	2	laboratory	laboratory	NOUN
ajlm-217	96	3	had	have	VERB
ajlm-217	96	4	the	the	DET
ajlm-217	96	5	lowest	low	ADJ
ajlm-217	96	6	baseline	baseline	NOUN
ajlm-217	96	7	score	score	NOUN
ajlm-217	96	8	amongst	amongst	ADP
ajlm-217	96	9	all	all	DET
ajlm-217	96	10	laboratories	laboratory	NOUN
ajlm-217	96	11	in	in	ADP
ajlm-217	96	12	rwanda	rwanda	PROPN
ajlm-217	96	13	’s	’s	PART
ajlm-217	96	14	slmta	slmta	NOUN
ajlm-217	96	15	programme	programme	NOUN
ajlm-217	96	16	to	to	ADP
ajlm-217	96	17	date	date	NOUN
ajlm-217	96	18	,	,	PUNCT
ajlm-217	96	19	yet	yet	ADV
ajlm-217	96	20	has	have	AUX
ajlm-217	96	21	now	now	ADV
ajlm-217	96	22	earned	earn	VERB
ajlm-217	96	23	the	the	DET
ajlm-217	96	24	highest	high	ADJ
ajlm-217	96	25	follow	follow	NOUN
ajlm-217	96	26	-	-	PUNCT
ajlm-217	96	27	up	up	NOUN
ajlm-217	96	28	score	score	NOUN
ajlm-217	96	29	in	in	ADP
ajlm-217	96	30	the	the	DET
ajlm-217	96	31	country	country	NOUN
ajlm-217	96	32	’s	’s	PART
ajlm-217	96	33	programme	programme	NOUN
ajlm-217	96	34	.	.	PUNCT
ajlm-217	97	1	staff	staff	NOUN
ajlm-217	97	2	at	at	ADP
ajlm-217	97	3	kmh	kmh	PROPN
ajlm-217	97	4	attributed	attribute	VERB
ajlm-217	97	5	this	this	DET
ajlm-217	97	6	remarkable	remarkable	ADJ
ajlm-217	97	7	achievement	achievement	NOUN
ajlm-217	97	8	to	to	ADP
ajlm-217	97	9	high	high	ADJ
ajlm-217	97	10	levels	level	NOUN
ajlm-217	97	11	of	of	ADP
ajlm-217	97	12	commitment	commitment	NOUN
ajlm-217	97	13	,	,	PUNCT
ajlm-217	97	14	team	team	NOUN
ajlm-217	97	15	work	work	NOUN
ajlm-217	97	16	and	and	CCONJ
ajlm-217	97	17	hospital	hospital	NOUN
ajlm-217	97	18	management	management	NOUN
ajlm-217	97	19	support	support	NOUN
ajlm-217	97	20	of	of	ADP
ajlm-217	97	21	and	and	CCONJ
ajlm-217	97	22	direct	direct	ADJ
ajlm-217	97	23	involvement	involvement	NOUN
ajlm-217	97	24	in	in	ADP
ajlm-217	97	25	the	the	DET
ajlm-217	97	26	quality	quality	NOUN
ajlm-217	97	27	improvement	improvement	NOUN
ajlm-217	97	28	effort	effort	NOUN
ajlm-217	97	29	.	.	PUNCT
ajlm-217	98	1	the	the	DET
ajlm-217	98	2	kmh	kmh	PROPN
ajlm-217	98	3	staff	staff	NOUN
ajlm-217	98	4	’s	’s	PART
ajlm-217	98	5	pride	pride	NOUN
ajlm-217	98	6	in	in	ADP
ajlm-217	98	7	their	their	PRON
ajlm-217	98	8	accomplishments	accomplishment	NOUN
ajlm-217	98	9	is	be	AUX
ajlm-217	98	10	highlighted	highlight	VERB
ajlm-217	98	11	by	by	ADP
ajlm-217	98	12	the	the	DET
ajlm-217	98	13	fact	fact	NOUN
ajlm-217	98	14	that	that	SCONJ
ajlm-217	98	15	in	in	ADP
ajlm-217	98	16	may	may	PROPN
ajlm-217	98	17	2012	2012	NUM
ajlm-217	98	18	they	they	PRON
ajlm-217	98	19	changed	change	VERB
ajlm-217	98	20	their	their	PRON
ajlm-217	98	21	name	name	NOUN
ajlm-217	98	22	from	from	ADP
ajlm-217	98	23	kanombe	kanombe	ADJ
ajlm-217	98	24	military	military	ADJ
ajlm-217	98	25	hospital	hospital	NOUN
ajlm-217	98	26	,	,	PUNCT
ajlm-217	98	27	which	which	PRON
ajlm-217	98	28	was	be	AUX
ajlm-217	98	29	linked	link	VERB
ajlm-217	98	30	to	to	ADP
ajlm-217	98	31	their	their	PRON
ajlm-217	98	32	military	military	ADJ
ajlm-217	98	33	camp	camp	NOUN
ajlm-217	98	34	,	,	PUNCT
ajlm-217	98	35	to	to	ADP
ajlm-217	98	36	rwanda	rwanda	PROPN
ajlm-217	98	37	military	military	ADJ
ajlm-217	98	38	hospital	hospital	NOUN
ajlm-217	98	39	(	(	PUNCT
ajlm-217	98	40	rmh	rmh	PROPN
ajlm-217	98	41	)	)	PUNCT
ajlm-217	98	42	.	.	PUNCT
ajlm-217	99	1	they	they	PRON
ajlm-217	99	2	also	also	ADV
ajlm-217	99	3	began	begin	VERB
ajlm-217	99	4	to	to	PART
ajlm-217	99	5	expand	expand	VERB
ajlm-217	99	6	their	their	PRON
ajlm-217	99	7	testing	testing	NOUN
ajlm-217	99	8	capacity	capacity	NOUN
ajlm-217	99	9	by	by	ADP
ajlm-217	99	10	introducing	introduce	VERB
ajlm-217	99	11	new	new	ADJ
ajlm-217	99	12	services	service	NOUN
ajlm-217	99	13	,	,	PUNCT
ajlm-217	99	14	including	include	VERB
ajlm-217	99	15	molecular	molecular	ADJ
ajlm-217	99	16	biology	biology	NOUN
ajlm-217	99	17	,	,	PUNCT
ajlm-217	99	18	enzyme	enzyme	NOUN
ajlm-217	99	19	-	-	PUNCT
ajlm-217	99	20	linked	link	VERB
ajlm-217	99	21	immunosorbent	immunosorbent	ADJ
ajlm-217	99	22	assays	assay	NOUN
ajlm-217	99	23	and	and	CCONJ
ajlm-217	99	24	systematic	systematic	ADJ
ajlm-217	99	25	bacteriology	bacteriology	NOUN
ajlm-217	99	26	culture	culture	NOUN
ajlm-217	99	27	,	,	PUNCT
ajlm-217	99	28	as	as	ADV
ajlm-217	99	29	well	well	ADV
ajlm-217	99	30	as	as	ADP
ajlm-217	99	31	building	build	VERB
ajlm-217	99	32	a	a	DET
ajlm-217	99	33	new	new	ADJ
ajlm-217	99	34	laboratory	laboratory	NOUN
ajlm-217	99	35	infrastructure	infrastructure	NOUN
ajlm-217	99	36	in	in	ADP
ajlm-217	99	37	their	their	PRON
ajlm-217	99	38	preparation	preparation	NOUN
ajlm-217	99	39	to	to	PART
ajlm-217	99	40	transition	transition	VERB
ajlm-217	99	41	into	into	ADP
ajlm-217	99	42	a	a	DET
ajlm-217	99	43	referral	referral	ADJ
ajlm-217	99	44	hospital	hospital	NOUN
ajlm-217	99	45	.	.	PUNCT
ajlm-217	100	1	overall	overall	ADV
ajlm-217	100	2	,	,	PUNCT
ajlm-217	100	3	cohort	cohort	PROPN
ajlm-217	100	4	ii	ii	PROPN
ajlm-217	100	5	showed	show	VERB
ajlm-217	100	6	the	the	DET
ajlm-217	100	7	greatest	great	ADJ
ajlm-217	100	8	improvement	improvement	NOUN
ajlm-217	100	9	of	of	ADP
ajlm-217	100	10	the	the	DET
ajlm-217	100	11	three	three	NUM
ajlm-217	100	12	cohorts	cohort	NOUN
ajlm-217	100	13	,	,	PUNCT
ajlm-217	100	14	with	with	ADP
ajlm-217	100	15	a	a	DET
ajlm-217	100	16	median	median	ADJ
ajlm-217	100	17	improvement	improvement	NOUN
ajlm-217	100	18	of	of	ADP
ajlm-217	100	19	38	38	NUM
ajlm-217	100	20	percentage	percentage	NOUN
ajlm-217	100	21	points	point	NOUN
ajlm-217	100	22	from	from	ADP
ajlm-217	100	23	baseline	baseline	NOUN
ajlm-217	100	24	to	to	ADP
ajlm-217	100	25	exit	exit	NOUN
ajlm-217	100	26	and	and	CCONJ
ajlm-217	100	27	an	an	DET
ajlm-217	100	28	additional	additional	ADJ
ajlm-217	100	29	11	11	NUM
ajlm-217	100	30	percentage	percentage	NOUN
ajlm-217	100	31	points	point	NOUN
ajlm-217	100	32	a	a	DET
ajlm-217	100	33	year	year	NOUN
ajlm-217	100	34	later	later	ADV
ajlm-217	100	35	(	(	PUNCT
ajlm-217	100	36	table	table	NOUN
ajlm-217	100	37	1	1	NUM
ajlm-217	100	38	)	)	PUNCT
ajlm-217	100	39	.	.	PUNCT
ajlm-217	101	1	several	several	ADJ
ajlm-217	101	2	factors	factor	NOUN
ajlm-217	101	3	may	may	AUX
ajlm-217	101	4	help	help	VERB
ajlm-217	101	5	to	to	PART
ajlm-217	101	6	explain	explain	VERB
ajlm-217	101	7	these	these	DET
ajlm-217	101	8	successes	success	NOUN
ajlm-217	101	9	.	.	PUNCT
ajlm-217	102	1	firstly	firstly	ADV
ajlm-217	102	2	,	,	PUNCT
ajlm-217	102	3	these	these	DET
ajlm-217	102	4	laboratories	laboratory	NOUN
ajlm-217	102	5	received	receive	VERB
ajlm-217	102	6	additional	additional	ADJ
ajlm-217	102	7	funding	funding	NOUN
ajlm-217	102	8	from	from	ADP
ajlm-217	102	9	the	the	DET
ajlm-217	102	10	world	world	PROPN
ajlm-217	102	11	bank	bank	PROPN
ajlm-217	102	12	’s	’s	PART
ajlm-217	102	13	eaphln	eaphln	NOUN
ajlm-217	102	14	in	in	ADP
ajlm-217	102	15	order	order	NOUN
ajlm-217	102	16	to	to	PART
ajlm-217	102	17	support	support	VERB
ajlm-217	102	18	improvement	improvement	NOUN
ajlm-217	102	19	projects	project	NOUN
ajlm-217	102	20	and	and	CCONJ
ajlm-217	102	21	other	other	ADJ
ajlm-217	102	22	elements	element	NOUN
ajlm-217	102	23	of	of	ADP
ajlm-217	102	24	quality	quality	NOUN
ajlm-217	102	25	management	management	NOUN
ajlm-217	102	26	systems	system	NOUN
ajlm-217	102	27	,	,	PUNCT
ajlm-217	102	28	including	include	VERB
ajlm-217	102	29	building	build	VERB
ajlm-217	102	30	infrastructure	infrastructure	NOUN
ajlm-217	102	31	and	and	CCONJ
ajlm-217	102	32	purchasing	purchase	VERB
ajlm-217	102	33	back	back	ADV
ajlm-217	102	34	-	-	PUNCT
ajlm-217	102	35	up	up	ADP
ajlm-217	102	36	equipment	equipment	NOUN
ajlm-217	102	37	and	and	CCONJ
ajlm-217	102	38	safety	safety	NOUN
ajlm-217	102	39	items	item	NOUN
ajlm-217	102	40	such	such	ADJ
ajlm-217	102	41	as	as	ADP
ajlm-217	102	42	first	first	ADJ
ajlm-217	102	43	aid	aid	NOUN
ajlm-217	102	44	kits	kit	NOUN
ajlm-217	102	45	,	,	PUNCT
ajlm-217	102	46	spill	spill	NOUN
ajlm-217	102	47	kits	kit	NOUN
ajlm-217	102	48	and	and	CCONJ
ajlm-217	102	49	eye	eye	NOUN
ajlm-217	102	50	wash	wash	NOUN
ajlm-217	102	51	stations	station	NOUN
ajlm-217	102	52	.	.	PUNCT
ajlm-217	103	1	secondly	secondly	ADV
ajlm-217	103	2	,	,	PUNCT
ajlm-217	103	3	these	these	DET
ajlm-217	103	4	laboratories	laboratory	NOUN
ajlm-217	103	5	had	have	VERB
ajlm-217	103	6	the	the	DET
ajlm-217	103	7	benefit	benefit	NOUN
ajlm-217	103	8	of	of	ADP
ajlm-217	103	9	extensive	extensive	ADJ
ajlm-217	103	10	on	on	ADP
ajlm-217	103	11	-	-	PUNCT
ajlm-217	103	12	site	site	NOUN
ajlm-217	103	13	expert	expert	NOUN
ajlm-217	103	14	mentorship	mentorship	NOUN
ajlm-217	103	15	to	to	PART
ajlm-217	103	16	assist	assist	VERB
ajlm-217	103	17	with	with	ADP
ajlm-217	103	18	improvement	improvement	NOUN
ajlm-217	103	19	projects	project	NOUN
ajlm-217	103	20	and	and	CCONJ
ajlm-217	103	21	programme	programme	NOUN
ajlm-217	103	22	implementation	implementation	NOUN
ajlm-217	103	23	.	.	PUNCT
ajlm-217	104	1	however	however	ADV
ajlm-217	104	2	,	,	PUNCT
ajlm-217	104	3	cohort	cohort	PROPN
ajlm-217	104	4	ii	ii	PROPN
ajlm-217	104	5	was	be	AUX
ajlm-217	104	6	not	not	PART
ajlm-217	104	7	without	without	ADP
ajlm-217	104	8	challenges	challenge	NOUN
ajlm-217	104	9	.	.	PUNCT
ajlm-217	105	1	for	for	ADP
ajlm-217	105	2	example	example	NOUN
ajlm-217	105	3	,	,	PUNCT
ajlm-217	105	4	nyagatare	nyagatare	NOUN
ajlm-217	105	5	hospital	hospital	NOUN
ajlm-217	105	6	laboratory	laboratory	NOUN
ajlm-217	105	7	,	,	PUNCT
ajlm-217	105	8	which	which	PRON
ajlm-217	105	9	was	be	AUX
ajlm-217	105	10	one	one	NUM
ajlm-217	105	11	of	of	ADP
ajlm-217	105	12	the	the	DET
ajlm-217	105	13	two	two	NUM
ajlm-217	105	14	laboratories	laboratory	NOUN
ajlm-217	105	15	audited	audit	VERB
ajlm-217	105	16	by	by	ADP
ajlm-217	105	17	aslm	aslm	NOUN
ajlm-217	105	18	,	,	PUNCT
ajlm-217	105	19	lost	lose	VERB
ajlm-217	105	20	their	their	PRON
ajlm-217	105	21	quality	quality	NOUN
ajlm-217	105	22	officer	officer	NOUN
ajlm-217	105	23	(	(	PUNCT
ajlm-217	105	24	september	september	PROPN
ajlm-217	105	25	2012	2012	NUM
ajlm-217	105	26	)	)	PUNCT
ajlm-217	105	27	and	and	CCONJ
ajlm-217	105	28	laboratory	laboratory	NOUN
ajlm-217	105	29	manager	manager	NOUN
ajlm-217	105	30	(	(	PUNCT
ajlm-217	105	31	august	august	PROPN
ajlm-217	105	32	2013	2013	NUM
ajlm-217	105	33	)	)	PUNCT
ajlm-217	105	34	;	;	PUNCT
ajlm-217	105	35	despite	despite	SCONJ
ajlm-217	105	36	sending	send	VERB
ajlm-217	105	37	replacements	replacement	NOUN
ajlm-217	105	38	to	to	PART
ajlm-217	105	39	be	be	AUX
ajlm-217	105	40	trained	train	VERB
ajlm-217	105	41	along	along	ADP
ajlm-217	105	42	with	with	ADP
ajlm-217	105	43	cohort	cohort	NOUN
ajlm-217	105	44	iii	iii	NUM
ajlm-217	105	45	laboratories	laboratory	NOUN
ajlm-217	105	46	,	,	PUNCT
ajlm-217	105	47	their	their	PRON
ajlm-217	105	48	scores	score	NOUN
ajlm-217	105	49	declined	decline	VERB
ajlm-217	105	50	steadily	steadily	ADV
ajlm-217	105	51	after	after	ADP
ajlm-217	105	52	the	the	DET
ajlm-217	105	53	exit	exit	NOUN
ajlm-217	105	54	audit	audit	NOUN
ajlm-217	105	55	,	,	PUNCT
ajlm-217	105	56	dropping	drop	VERB
ajlm-217	105	57	from	from	ADP
ajlm-217	105	58	78	78	NUM
ajlm-217	105	59	%	%	NOUN
ajlm-217	105	60	at	at	ADP
ajlm-217	105	61	exit	exit	NOUN
ajlm-217	105	62	to	to	ADP
ajlm-217	105	63	72	72	NUM
ajlm-217	105	64	%	%	NOUN
ajlm-217	105	65	at	at	ADP
ajlm-217	105	66	the	the	DET
ajlm-217	105	67	second	second	ADJ
ajlm-217	105	68	follow	follow	NOUN
ajlm-217	105	69	-	-	PUNCT
ajlm-217	105	70	up	up	NOUN
ajlm-217	105	71	audit	audit	NOUN
ajlm-217	105	72	11	11	NUM
ajlm-217	105	73	months	month	NOUN
ajlm-217	105	74	later	later	ADV
ajlm-217	105	75	(	(	PUNCT
ajlm-217	105	76	figure	figure	NOUN
ajlm-217	105	77	1b	1b	NUM
ajlm-217	105	78	)	)	PUNCT
ajlm-217	105	79	.	.	PUNCT
ajlm-217	106	1	cohort	cohort	PROPN
ajlm-217	106	2	ii	ii	PROPN
ajlm-217	106	3	also	also	ADV
ajlm-217	106	4	implemented	implement	VERB
ajlm-217	106	5	an	an	DET
ajlm-217	106	6	innovative	innovative	ADJ
ajlm-217	106	7	performance	performance	NOUN
ajlm-217	106	8	-	-	PUNCT
ajlm-217	106	9	based	base	VERB
ajlm-217	106	10	financing	financing	NOUN
ajlm-217	106	11	incentive	incentive	NOUN
ajlm-217	106	12	system	system	NOUN
ajlm-217	106	13	.	.	PUNCT
ajlm-217	107	1	performance	performance	NOUN
ajlm-217	107	2	-	-	PUNCT
ajlm-217	107	3	based	base	VERB
ajlm-217	107	4	financing	financing	NOUN
ajlm-217	107	5	has	have	AUX
ajlm-217	107	6	been	be	AUX
ajlm-217	107	7	used	use	VERB
ajlm-217	107	8	by	by	ADP
ajlm-217	107	9	many	many	ADJ
ajlm-217	107	10	development	development	NOUN
ajlm-217	107	11	organisations	organisation	NOUN
ajlm-217	107	12	to	to	PART
ajlm-217	107	13	ensure	ensure	VERB
ajlm-217	107	14	greater	great	ADJ
ajlm-217	107	15	accountability	accountability	NOUN
ajlm-217	107	16	and	and	CCONJ
ajlm-217	107	17	to	to	PART
ajlm-217	107	18	improve	improve	VERB
ajlm-217	107	19	the	the	DET
ajlm-217	107	20	efficiency	efficiency	NOUN
ajlm-217	107	21	of	of	ADP
ajlm-217	107	22	funded	fund	VERB
ajlm-217	107	23	programmes.13	programmes.13	NOUN
ajlm-217	107	24	haiti	haiti	PROPN
ajlm-217	107	25	was	be	AUX
ajlm-217	107	26	the	the	DET
ajlm-217	107	27	first	first	ADJ
ajlm-217	107	28	low	low	ADJ
ajlm-217	107	29	-	-	PUNCT
ajlm-217	107	30	income	income	NOUN
ajlm-217	107	31	country	country	NOUN
ajlm-217	107	32	in	in	ADP
ajlm-217	107	33	which	which	PRON
ajlm-217	107	34	health	health	NOUN
ajlm-217	107	35	service	service	NOUN
ajlm-217	107	36	providers	provider	NOUN
ajlm-217	107	37	were	be	AUX
ajlm-217	107	38	remunerated	remunerate	VERB
ajlm-217	107	39	according	accord	VERB
ajlm-217	107	40	to	to	ADP
ajlm-217	107	41	their	their	PRON
ajlm-217	107	42	performance.14	performance.14	NOUN
ajlm-217	107	43	in	in	ADP
ajlm-217	107	44	cambodia	cambodia	PROPN
ajlm-217	107	45	,	,	PUNCT
ajlm-217	107	46	performance	performance	NOUN
ajlm-217	107	47	-	-	PUNCT
ajlm-217	107	48	based	base	VERB
ajlm-217	107	49	financing	financing	NOUN
ajlm-217	107	50	was	be	AUX
ajlm-217	107	51	applied	apply	VERB
ajlm-217	107	52	to	to	ADP
ajlm-217	107	53	the	the	DET
ajlm-217	107	54	public	public	ADJ
ajlm-217	107	55	sector	sector	NOUN
ajlm-217	107	56	;	;	PUNCT
ajlm-217	107	57	despite	despite	SCONJ
ajlm-217	107	58	promising	promising	ADJ
ajlm-217	107	59	results	result	NOUN
ajlm-217	107	60	,	,	PUNCT
ajlm-217	107	61	however	however	ADV
ajlm-217	107	62	,	,	PUNCT
ajlm-217	107	63	it	it	PRON
ajlm-217	107	64	did	do	AUX
ajlm-217	107	65	not	not	PART
ajlm-217	107	66	materialise	materialise	VERB
ajlm-217	107	67	into	into	ADP
ajlm-217	107	68	a	a	DET
ajlm-217	107	69	national	national	ADJ
ajlm-217	107	70	policy.15	policy.15	PROPN
ajlm-217	107	71	rwanda	rwanda	PROPN
ajlm-217	107	72	has	have	AUX
ajlm-217	107	73	been	be	AUX
ajlm-217	107	74	on	on	ADP
ajlm-217	107	75	the	the	DET
ajlm-217	107	76	cutting	cut	VERB
ajlm-217	107	77	edge	edge	NOUN
ajlm-217	107	78	of	of	ADP
ajlm-217	107	79	this	this	DET
ajlm-217	107	80	approach	approach	NOUN
ajlm-217	107	81	,	,	PUNCT
ajlm-217	107	82	implementing	implement	VERB
ajlm-217	107	83	performance	performance	NOUN
ajlm-217	107	84	-	-	PUNCT
ajlm-217	107	85	based	base	VERB
ajlm-217	107	86	financing	financing	NOUN
ajlm-217	107	87	in	in	ADP
ajlm-217	107	88	several	several	ADJ
ajlm-217	107	89	sectors	sector	NOUN
ajlm-217	107	90	since	since	SCONJ
ajlm-217	107	91	2002.16,17,18	2002.16,17,18	NUM
ajlm-217	107	92	nrl	nrl	NOUN
ajlm-217	107	93	staff	staff	NOUN
ajlm-217	107	94	participated	participate	VERB
ajlm-217	107	95	extensively	extensively	ADV
ajlm-217	107	96	in	in	ADP
ajlm-217	107	97	all	all	DET
ajlm-217	107	98	three	three	NUM
ajlm-217	107	99	cohorts	cohort	NOUN
ajlm-217	107	100	,	,	PUNCT
ajlm-217	107	101	as	as	SCONJ
ajlm-217	107	102	this	this	DET
ajlm-217	107	103	laboratory	laboratory	NOUN
ajlm-217	107	104	is	be	AUX
ajlm-217	107	105	expected	expect	VERB
ajlm-217	107	106	to	to	PART
ajlm-217	107	107	provide	provide	VERB
ajlm-217	107	108	leadership	leadership	NOUN
ajlm-217	107	109	and	and	CCONJ
ajlm-217	107	110	guidance	guidance	NOUN
ajlm-217	107	111	on	on	ADP
ajlm-217	107	112	quality	quality	NOUN
ajlm-217	107	113	management	management	NOUN
ajlm-217	107	114	systems	system	NOUN
ajlm-217	107	115	for	for	ADP
ajlm-217	107	116	rwanda	rwanda	PROPN
ajlm-217	107	117	’s	’s	PART
ajlm-217	107	118	entire	entire	ADJ
ajlm-217	107	119	laboratory	laboratory	NOUN
ajlm-217	107	120	network	network	NOUN
ajlm-217	107	121	.	.	PUNCT
ajlm-217	108	1	also	also	ADV
ajlm-217	108	2	,	,	PUNCT
ajlm-217	108	3	as	as	ADP
ajlm-217	108	4	part	part	NOUN
ajlm-217	108	5	of	of	ADP
ajlm-217	108	6	the	the	DET
ajlm-217	108	7	eaphln	eaphln	NOUN
ajlm-217	108	8	,	,	PUNCT
ajlm-217	108	9	the	the	DET
ajlm-217	108	10	nrl	nrl	NOUN
ajlm-217	108	11	was	be	AUX
ajlm-217	108	12	in	in	ADP
ajlm-217	108	13	a	a	DET
ajlm-217	108	14	unique	unique	ADJ
ajlm-217	108	15	position	position	NOUN
ajlm-217	108	16	to	to	PART
ajlm-217	108	17	monitor	monitor	VERB
ajlm-217	108	18	the	the	DET
ajlm-217	108	19	progress	progress	NOUN
ajlm-217	108	20	and	and	CCONJ
ajlm-217	108	21	challenges	challenge	NOUN
ajlm-217	108	22	of	of	ADP
ajlm-217	108	23	slmta	slmta	ADJ
ajlm-217	108	24	implementation	implementation	NOUN
ajlm-217	108	25	in	in	ADP
ajlm-217	108	26	the	the	DET
ajlm-217	108	27	network	network	NOUN
ajlm-217	108	28	laboratories	laboratory	NOUN
ajlm-217	108	29	.	.	PUNCT
ajlm-217	109	1	multiple	multiple	ADJ
ajlm-217	109	2	factors	factor	NOUN
ajlm-217	109	3	may	may	AUX
ajlm-217	109	4	have	have	AUX
ajlm-217	109	5	contributed	contribute	VERB
ajlm-217	109	6	to	to	ADP
ajlm-217	109	7	variability	variability	NOUN
ajlm-217	109	8	in	in	ADP
ajlm-217	109	9	audit	audit	NOUN
ajlm-217	109	10	scores	score	NOUN
ajlm-217	109	11	for	for	ADP
ajlm-217	109	12	nrl	nrl	NOUN
ajlm-217	109	13	.	.	PUNCT
ajlm-217	110	1	as	as	ADP
ajlm-217	110	2	the	the	DET
ajlm-217	110	3	country	country	NOUN
ajlm-217	110	4	’s	’s	PART
ajlm-217	110	5	only	only	ADJ
ajlm-217	110	6	national	national	ADJ
ajlm-217	110	7	reference	reference	NOUN
ajlm-217	110	8	laboratory	laboratory	NOUN
ajlm-217	110	9	,	,	PUNCT
ajlm-217	110	10	the	the	DET
ajlm-217	110	11	nrl	nrl	NOUN
ajlm-217	110	12	provides	provide	VERB
ajlm-217	110	13	a	a	DET
ajlm-217	110	14	large	large	ADJ
ajlm-217	110	15	proportion	proportion	NOUN
ajlm-217	110	16	of	of	ADP
ajlm-217	110	17	services	service	NOUN
ajlm-217	110	18	and	and	CCONJ
ajlm-217	110	19	routine	routine	ADJ
ajlm-217	110	20	testing	testing	NOUN
ajlm-217	110	21	in	in	ADP
ajlm-217	110	22	the	the	DET
ajlm-217	110	23	country	country	NOUN
ajlm-217	110	24	.	.	PUNCT
ajlm-217	111	1	this	this	PRON
ajlm-217	111	2	creates	create	VERB
ajlm-217	111	3	a	a	DET
ajlm-217	111	4	heavy	heavy	ADJ
ajlm-217	111	5	and	and	CCONJ
ajlm-217	111	6	fluctuating	fluctuate	VERB
ajlm-217	111	7	workload	workload	NOUN
ajlm-217	111	8	for	for	ADP
ajlm-217	111	9	the	the	DET
ajlm-217	111	10	staff	staff	NOUN
ajlm-217	111	11	and	and	CCONJ
ajlm-217	111	12	the	the	DET
ajlm-217	111	13	staff	staff	NOUN
ajlm-217	111	14	may	may	AUX
ajlm-217	111	15	not	not	PART
ajlm-217	111	16	consistently	consistently	ADV
ajlm-217	111	17	prioritise	prioritise	VERB
ajlm-217	111	18	quality	quality	NOUN
ajlm-217	111	19	improvement	improvement	NOUN
ajlm-217	111	20	activities	activity	NOUN
ajlm-217	111	21	.	.	PUNCT
ajlm-217	112	1	variability	variability	NOUN
ajlm-217	112	2	in	in	ADP
ajlm-217	112	3	scores	score	NOUN
ajlm-217	112	4	could	could	AUX
ajlm-217	112	5	also	also	ADV
ajlm-217	112	6	reflect	reflect	VERB
ajlm-217	112	7	the	the	DET
ajlm-217	112	8	senior	senior	ADJ
ajlm-217	112	9	management	management	NOUN
ajlm-217	112	10	’s	’s	PART
ajlm-217	112	11	lack	lack	NOUN
ajlm-217	112	12	of	of	ADP
ajlm-217	112	13	focus	focus	NOUN
ajlm-217	112	14	on	on	ADP
ajlm-217	112	15	the	the	DET
ajlm-217	112	16	accreditation	accreditation	NOUN
ajlm-217	112	17	preparation	preparation	NOUN
ajlm-217	112	18	process	process	NOUN
ajlm-217	112	19	.	.	PUNCT
ajlm-217	113	1	to	to	PART
ajlm-217	113	2	overcome	overcome	VERB
ajlm-217	113	3	these	these	DET
ajlm-217	113	4	challenges	challenge	NOUN
ajlm-217	113	5	,	,	PUNCT
ajlm-217	113	6	there	there	PRON
ajlm-217	113	7	has	have	AUX
ajlm-217	113	8	been	be	AUX
ajlm-217	113	9	renewed	renew	VERB
ajlm-217	113	10	commitment	commitment	NOUN
ajlm-217	113	11	by	by	ADP
ajlm-217	113	12	senior	senior	ADJ
ajlm-217	113	13	management	management	NOUN
ajlm-217	113	14	to	to	PART
ajlm-217	113	15	focus	focus	VERB
ajlm-217	113	16	on	on	ADP
ajlm-217	113	17	strengthening	strengthen	VERB
ajlm-217	113	18	the	the	DET
ajlm-217	113	19	laboratory	laboratory	NOUN
ajlm-217	113	20	systems	system	NOUN
ajlm-217	113	21	at	at	ADP
ajlm-217	113	22	the	the	DET
ajlm-217	113	23	nrl	nrl	NOUN
ajlm-217	113	24	.	.	PUNCT
ajlm-217	114	1	in	in	ADP
ajlm-217	114	2	march	march	PROPN
ajlm-217	114	3	2013	2013	NUM
ajlm-217	114	4	,	,	PUNCT
ajlm-217	114	5	a	a	DET
ajlm-217	114	6	laboratory	laboratory	NOUN
ajlm-217	114	7	technical	technical	ADJ
ajlm-217	114	8	working	working	PROPN
ajlm-217	114	9	group	group	NOUN
ajlm-217	114	10	was	be	AUX
ajlm-217	114	11	launched	launch	VERB
ajlm-217	114	12	with	with	ADP
ajlm-217	114	13	an	an	DET
ajlm-217	114	14	accreditation	accreditation	NOUN
ajlm-217	114	15	subcommittee	subcommittee	NOUN
ajlm-217	114	16	.	.	PUNCT
ajlm-217	115	1	the	the	DET
ajlm-217	115	2	nrl	nrl	NOUN
ajlm-217	115	3	is	be	AUX
ajlm-217	115	4	also	also	ADV
ajlm-217	115	5	undertaking	undertake	VERB
ajlm-217	115	6	extensive	extensive	ADJ
ajlm-217	115	7	decentralisation	decentralisation	NOUN
ajlm-217	115	8	to	to	PART
ajlm-217	115	9	reduce	reduce	VERB
ajlm-217	115	10	routine	routine	ADJ
ajlm-217	115	11	testing	testing	NOUN
ajlm-217	115	12	and	and	CCONJ
ajlm-217	115	13	workloads	workload	NOUN
ajlm-217	115	14	,	,	PUNCT
ajlm-217	115	15	enrolling	enrol	VERB
ajlm-217	115	16	in	in	ADP
ajlm-217	115	17	external	external	ADJ
ajlm-217	115	18	quality	quality	NOUN
ajlm-217	115	19	assessment	assessment	NOUN
ajlm-217	115	20	programmes	programme	NOUN
ajlm-217	115	21	and	and	CCONJ
ajlm-217	115	22	supporting	support	VERB
ajlm-217	115	23	mentorship	mentorship	NOUN
ajlm-217	115	24	in	in	ADP
ajlm-217	115	25	all	all	DET
ajlm-217	115	26	sections	section	NOUN
ajlm-217	115	27	of	of	ADP
ajlm-217	115	28	the	the	DET
ajlm-217	115	29	laboratory	laboratory	NOUN
ajlm-217	115	30	.	.	PUNCT
ajlm-217	116	1	the	the	DET
ajlm-217	116	2	rwanda	rwanda	PROPN
ajlm-217	116	3	ministry	ministry	PROPN
ajlm-217	116	4	of	of	ADP
ajlm-217	116	5	health	health	PROPN
ajlm-217	116	6	is	be	AUX
ajlm-217	116	7	forging	forge	VERB
ajlm-217	116	8	ahead	ahead	ADV
ajlm-217	116	9	with	with	ADP
ajlm-217	116	10	its	its	PRON
ajlm-217	116	11	goal	goal	NOUN
ajlm-217	116	12	of	of	ADP
ajlm-217	116	13	implementing	implement	VERB
ajlm-217	116	14	slmta	slmta	NOUN
ajlm-217	116	15	in	in	ADP
ajlm-217	116	16	the	the	DET
ajlm-217	116	17	remaining	remain	VERB
ajlm-217	116	18	district	district	NOUN
ajlm-217	116	19	hospital	hospital	NOUN
ajlm-217	116	20	laboratories	laboratory	NOUN
ajlm-217	116	21	and	and	CCONJ
ajlm-217	116	22	ensuring	ensure	VERB
ajlm-217	116	23	that	that	SCONJ
ajlm-217	116	24	laboratories	laboratory	NOUN
ajlm-217	116	25	sustain	sustain	VERB
ajlm-217	116	26	momentum	momentum	NOUN
ajlm-217	116	27	after	after	ADP
ajlm-217	116	28	programme	programme	NOUN
ajlm-217	116	29	completion	completion	NOUN
ajlm-217	116	30	by	by	ADP
ajlm-217	116	31	integrating	integrate	VERB
ajlm-217	116	32	continuous	continuous	ADJ
ajlm-217	116	33	improvement	improvement	NOUN
ajlm-217	116	34	into	into	ADP
ajlm-217	116	35	routine	routine	ADJ
ajlm-217	116	36	management	management	NOUN
ajlm-217	116	37	.	.	PUNCT
ajlm-217	117	1	conclusion	conclusion	NOUN
ajlm-217	117	2	in	in	ADP
ajlm-217	117	3	rwanda	rwanda	PROPN
ajlm-217	117	4	,	,	PUNCT
ajlm-217	117	5	laboratories	laboratory	NOUN
ajlm-217	117	6	enrolled	enrol	VERB
ajlm-217	117	7	in	in	ADP
ajlm-217	117	8	the	the	DET
ajlm-217	117	9	slmta	slmta	NOUN
ajlm-217	117	10	programme	programme	NOUN
ajlm-217	117	11	demonstrated	demonstrate	VERB
ajlm-217	117	12	measurable	measurable	ADJ
ajlm-217	117	13	improvements	improvement	NOUN
ajlm-217	117	14	.	.	PUNCT
ajlm-217	118	1	performance	performance	NOUN
ajlm-217	118	2	-	-	PUNCT
ajlm-217	118	3	based	base	VERB
ajlm-217	118	4	financing	financing	NOUN
ajlm-217	118	5	,	,	PUNCT
ajlm-217	118	6	intensive	intensive	ADJ
ajlm-217	118	7	monitoring	monitoring	NOUN
ajlm-217	118	8	and	and	CCONJ
ajlm-217	118	9	supplementary	supplementary	ADJ
ajlm-217	118	10	financial	financial	ADJ
ajlm-217	118	11	resources	resource	NOUN
ajlm-217	118	12	may	may	AUX
ajlm-217	118	13	have	have	AUX
ajlm-217	118	14	contributed	contribute	VERB
ajlm-217	118	15	to	to	ADP
ajlm-217	118	16	gains	gain	NOUN
ajlm-217	118	17	in	in	ADP
ajlm-217	118	18	cohort	cohort	NOUN
ajlm-217	118	19	ii	ii	PROPN
ajlm-217	118	20	laboratories	laboratory	NOUN
ajlm-217	118	21	.	.	PUNCT
ajlm-217	119	1	strengthening	strengthen	VERB
ajlm-217	119	2	of	of	ADP
ajlm-217	119	3	an	an	DET
ajlm-217	119	4	effective	effective	ADJ
ajlm-217	119	5	laboratory	laboratory	NOUN
ajlm-217	119	6	technical	technical	ADJ
ajlm-217	119	7	working	working	NOUN
ajlm-217	119	8	group	group	NOUN
ajlm-217	119	9	is	be	AUX
ajlm-217	119	10	needed	need	VERB
ajlm-217	119	11	to	to	PART
ajlm-217	119	12	oversee	oversee	VERB
ajlm-217	119	13	the	the	DET
ajlm-217	119	14	accreditation	accreditation	NOUN
ajlm-217	119	15	preparation	preparation	NOUN
ajlm-217	119	16	process	process	NOUN
ajlm-217	119	17	,	,	PUNCT
ajlm-217	119	18	mobilise	mobilise	VERB
ajlm-217	119	19	resources	resource	NOUN
ajlm-217	119	20	and	and	CCONJ
ajlm-217	119	21	further	far	ADV
ajlm-217	119	22	develop	develop	VERB
ajlm-217	119	23	the	the	DET
ajlm-217	119	24	plan	plan	NOUN
ajlm-217	119	25	outlined	outline	VERB
ajlm-217	119	26	by	by	ADP
ajlm-217	119	27	the	the	DET
ajlm-217	119	28	ministry	ministry	PROPN
ajlm-217	119	29	of	of	ADP
ajlm-217	119	30	health	health	PROPN
ajlm-217	119	31	for	for	ADP
ajlm-217	119	32	long	long	ADJ
ajlm-217	119	33	-	-	PUNCT
ajlm-217	119	34	term	term	NOUN
ajlm-217	119	35	sustainability	sustainability	NOUN
ajlm-217	119	36	of	of	ADP
ajlm-217	119	37	quality	quality	NOUN
ajlm-217	119	38	laboratory	laboratory	NOUN
ajlm-217	119	39	systems	system	NOUN
ajlm-217	119	40	.	.	PUNCT
ajlm-217	120	1	expanding	expand	VERB
ajlm-217	120	2	the	the	DET
ajlm-217	120	3	use	use	NOUN
ajlm-217	120	4	of	of	ADP
ajlm-217	120	5	performance	performance	NOUN
ajlm-217	120	6	-	-	PUNCT
ajlm-217	120	7	based	base	VERB
ajlm-217	120	8	financing	financing	NOUN
ajlm-217	120	9	to	to	PART
ajlm-217	120	10	incentivise	incentivise	VERB
ajlm-217	120	11	the	the	DET
ajlm-217	120	12	quality	quality	NOUN
ajlm-217	120	13	improvement	improvement	NOUN
ajlm-217	120	14	process	process	NOUN
ajlm-217	120	15	in	in	ADP
ajlm-217	120	16	rwanda	rwanda	PROPN
ajlm-217	120	17	may	may	AUX
ajlm-217	120	18	contribute	contribute	VERB
ajlm-217	120	19	to	to	ADP
ajlm-217	120	20	accreditation	accreditation	NOUN
ajlm-217	120	21	readiness	readiness	NOUN
ajlm-217	120	22	.	.	PUNCT
ajlm-217	121	1	acknowledgements	acknowledgement	NOUN
ajlm-217	121	2	top	top	PROPN
ajlm-217	121	3	↑	↑	NOUN
ajlm-217	121	4	we	we	PRON
ajlm-217	121	5	are	be	AUX
ajlm-217	121	6	grateful	grateful	ADJ
ajlm-217	121	7	to	to	PART
ajlm-217	121	8	drs	drs	PROPN
ajlm-217	121	9	.	.	PUNCT
ajlm-217	122	1	katy	katy	PROPN
ajlm-217	122	2	yao	yao	PROPN
ajlm-217	122	3	and	and	CCONJ
ajlm-217	122	4	elizabeth	elizabeth	PROPN
ajlm-217	122	5	luman	luman	PROPN
ajlm-217	122	6	from	from	ADP
ajlm-217	122	7	the	the	DET
ajlm-217	122	8	division	division	NOUN
ajlm-217	122	9	of	of	ADP
ajlm-217	122	10	global	global	ADJ
ajlm-217	122	11	hiv	hiv	PROPN
ajlm-217	122	12	/	/	SYM
ajlm-217	122	13	aids	aids	PROPN
ajlm-217	122	14	,	,	PUNCT
ajlm-217	122	15	center	center	NOUN
ajlm-217	122	16	for	for	ADP
ajlm-217	122	17	global	global	ADJ
ajlm-217	122	18	health	health	NOUN
ajlm-217	122	19	,	,	PUNCT
ajlm-217	122	20	cdc	cdc	PROPN
ajlm-217	122	21	,	,	PUNCT
ajlm-217	122	22	for	for	ADP
ajlm-217	122	23	their	their	PRON
ajlm-217	122	24	inspirational	inspirational	ADJ
ajlm-217	122	25	discussion	discussion	NOUN
ajlm-217	122	26	and	and	CCONJ
ajlm-217	122	27	assistance	assistance	NOUN
ajlm-217	122	28	in	in	ADP
ajlm-217	122	29	manuscript	manuscript	NOUN
ajlm-217	122	30	writing	writing	NOUN
ajlm-217	122	31	.	.	PUNCT
ajlm-217	123	1	we	we	PRON
ajlm-217	123	2	acknowledge	acknowledge	VERB
ajlm-217	123	3	dr	dr	PROPN
ajlm-217	123	4	.	.	PROPN
ajlm-217	123	5	david	david	PROPN
ajlm-217	123	6	mcalister	mcalister	PROPN
ajlm-217	123	7	for	for	ADP
ajlm-217	123	8	his	his	PRON
ajlm-217	123	9	technical	technical	ADJ
ajlm-217	123	10	support	support	NOUN
ajlm-217	123	11	in	in	ADP
ajlm-217	123	12	initiating	initiate	VERB
ajlm-217	123	13	rwanda	rwanda	PROPN
ajlm-217	123	14	’s	’s	PART
ajlm-217	123	15	laboratory	laboratory	NOUN
ajlm-217	123	16	accreditation	accreditation	NOUN
ajlm-217	123	17	process	process	NOUN
ajlm-217	123	18	.	.	PUNCT
ajlm-217	124	1	we	we	PRON
ajlm-217	124	2	also	also	ADV
ajlm-217	124	3	acknowledge	acknowledge	VERB
ajlm-217	124	4	global	global	ADJ
ajlm-217	124	5	scientific	scientific	ADJ
ajlm-217	124	6	solutions	solution	NOUN
ajlm-217	124	7	for	for	ADP
ajlm-217	124	8	health	health	NOUN
ajlm-217	124	9	for	for	ADP
ajlm-217	124	10	manuscript	manuscript	NOUN
ajlm-217	124	11	edits	edit	NOUN
ajlm-217	124	12	and	and	CCONJ
ajlm-217	124	13	technical	technical	ADJ
ajlm-217	124	14	support	support	NOUN
ajlm-217	124	15	,	,	PUNCT
ajlm-217	124	16	the	the	DET
ajlm-217	124	17	rwanda	rwanda	PROPN
ajlm-217	124	18	ministry	ministry	PROPN
ajlm-217	124	19	of	of	ADP
ajlm-217	124	20	health	health	PROPN
ajlm-217	124	21	for	for	ADP
ajlm-217	124	22	launching	launch	VERB
ajlm-217	124	23	and	and	CCONJ
ajlm-217	124	24	supporting	support	VERB
ajlm-217	124	25	the	the	DET
ajlm-217	124	26	laboratory	laboratory	NOUN
ajlm-217	124	27	accreditation	accreditation	NOUN
ajlm-217	124	28	process	process	NOUN
ajlm-217	124	29	,	,	PUNCT
ajlm-217	124	30	as	as	ADV
ajlm-217	124	31	well	well	ADV
ajlm-217	124	32	as	as	ADP
ajlm-217	124	33	the	the	DET
ajlm-217	124	34	ascp	ascp	NOUN
ajlm-217	124	35	and	and	CCONJ
ajlm-217	124	36	cdc	cdc	PROPN
ajlm-217	124	37	’s	’s	PART
ajlm-217	124	38	rwanda	rwanda	PROPN
ajlm-217	124	39	office	office	PROPN
ajlm-217	124	40	for	for	ADP
ajlm-217	124	41	funding	funding	NOUN
ajlm-217	124	42	and	and	CCONJ
ajlm-217	124	43	technical	technical	ADJ
ajlm-217	124	44	support	support	NOUN
ajlm-217	124	45	to	to	ADP
ajlm-217	124	46	the	the	DET
ajlm-217	124	47	rwanda	rwanda	PROPN
ajlm-217	124	48	slmta	slmta	NOUN
ajlm-217	124	49	programme	programme	PROPN
ajlm-217	124	50	.	.	PUNCT
ajlm-217	125	1	competing	compete	VERB
ajlm-217	125	2	interests	interest	NOUN
ajlm-217	125	3	the	the	DET
ajlm-217	125	4	authors	author	NOUN
ajlm-217	125	5	declare	declare	VERB
ajlm-217	125	6	that	that	SCONJ
ajlm-217	125	7	they	they	PRON
ajlm-217	125	8	have	have	VERB
ajlm-217	125	9	no	no	DET
ajlm-217	125	10	financial	financial	ADJ
ajlm-217	125	11	or	or	CCONJ
ajlm-217	125	12	personal	personal	ADJ
ajlm-217	125	13	relationship(s	relationship(s	NOUN
ajlm-217	125	14	)	)	PUNCT
ajlm-217	125	15	that	that	PRON
ajlm-217	125	16	may	may	AUX
ajlm-217	125	17	have	have	AUX
ajlm-217	125	18	inappropriately	inappropriately	ADV
ajlm-217	125	19	influenced	influence	VERB
ajlm-217	125	20	them	they	PRON
ajlm-217	125	21	in	in	ADP
ajlm-217	125	22	writing	write	VERB
ajlm-217	125	23	this	this	DET
ajlm-217	125	24	article	article	NOUN
ajlm-217	125	25	.	.	PUNCT
ajlm-217	126	1	authors	author	NOUN
ajlm-217	126	2	’	’	PART
ajlm-217	126	3	contributions	contribution	NOUN
ajlm-217	126	4	i.n	i.n	PROPN
ajlm-217	126	5	.	.	PUNCT
ajlm-217	127	1	(	(	PUNCT
ajlm-217	127	2	rwanda	rwanda	PROPN
ajlm-217	127	3	biomedical	biomedical	ADJ
ajlm-217	127	4	center	center	NOUN
ajlm-217	127	5	/	/	SYM
ajlm-217	127	6	national	national	ADJ
ajlm-217	127	7	reference	reference	NOUN
ajlm-217	127	8	laboratory	laboratory	NOUN
ajlm-217	127	9	)	)	PUNCT
ajlm-217	127	10	and	and	CCONJ
ajlm-217	127	11	w.g	w.g	PROPN
ajlm-217	127	12	.	.	PROPN
ajlm-217	128	1	(	(	PUNCT
ajlm-217	128	2	cdc	cdc	PROPN
ajlm-217	128	3	,	,	PUNCT
ajlm-217	128	4	rwanda	rwanda	PROPN
ajlm-217	128	5	)	)	PUNCT
ajlm-217	128	6	were	be	AUX
ajlm-217	128	7	the	the	DET
ajlm-217	128	8	study	study	NOUN
ajlm-217	128	9	leaders	leader	NOUN
ajlm-217	128	10	.	.	PUNCT
ajlm-217	129	1	j.b.m	j.b.m	PROPN
ajlm-217	129	2	.	.	PROPN
ajlm-217	129	3	,	,	PUNCT
ajlm-217	129	4	i.n	i.n	PROPN
ajlm-217	129	5	.	.	PROPN
ajlm-217	129	6	,	,	PUNCT
ajlm-217	129	7	e.n	e.n	PROPN
ajlm-217	129	8	.	.	PROPN
ajlm-217	129	9	,	,	PUNCT
ajlm-217	129	10	c.m.m	c.m.m	PROPN
ajlm-217	129	11	.	.	PUNCT
ajlm-217	130	1	and	and	CCONJ
ajlm-217	130	2	s.s	s.s	PROPN
ajlm-217	130	3	.	.	PROPN
ajlm-217	131	1	(	(	PUNCT
ajlm-217	131	2	all	all	DET
ajlm-217	131	3	rwanda	rwanda	PROPN
ajlm-217	131	4	biomedical	biomedical	ADJ
ajlm-217	131	5	center	center	NOUN
ajlm-217	131	6	/	/	SYM
ajlm-217	131	7	national	national	ADJ
ajlm-217	131	8	reference	reference	NOUN
ajlm-217	131	9	laboratory	laboratory	NOUN
ajlm-217	131	10	)	)	PUNCT
ajlm-217	131	11	,	,	PUNCT
ajlm-217	131	12	as	as	ADV
ajlm-217	131	13	well	well	ADV
ajlm-217	131	14	as	as	ADP
ajlm-217	131	15	w.g	w.g	PROPN
ajlm-217	131	16	.	.	PROPN
ajlm-217	131	17	,	,	PUNCT
ajlm-217	131	18	conceived	conceive	VERB
ajlm-217	131	19	and	and	CCONJ
ajlm-217	131	20	designed	design	VERB
ajlm-217	131	21	the	the	DET
ajlm-217	131	22	study	study	NOUN
ajlm-217	131	23	.	.	PUNCT
ajlm-217	132	1	m.k.l	m.k.l	PROPN
ajlm-217	132	2	.	.	PROPN
ajlm-217	132	3	(	(	PUNCT
ajlm-217	132	4	ascp	ascp	PROPN
ajlm-217	132	5	)	)	PUNCT
ajlm-217	132	6	,	,	PUNCT
ajlm-217	132	7	j.b.g	j.b.g	PROPN
ajlm-217	132	8	.	.	PUNCT
ajlm-217	133	1	(	(	PUNCT
ajlm-217	133	2	rwanda	rwanda	PROPN
ajlm-217	133	3	military	military	ADJ
ajlm-217	133	4	hospital	hospital	NOUN
ajlm-217	133	5	)	)	PUNCT
ajlm-217	133	6	and	and	CCONJ
ajlm-217	133	7	c.k	c.k	PROPN
ajlm-217	133	8	.	.	PUNCT
ajlm-217	134	1	(	(	PUNCT
ajlm-217	134	2	spiu	spiu	NOUN
ajlm-217	134	3	/	/	SYM
ajlm-217	134	4	ministry	ministry	PROPN
ajlm-217	134	5	of	of	ADP
ajlm-217	134	6	health	health	PROPN
ajlm-217	134	7	,	,	PUNCT
ajlm-217	134	8	kenya	kenya	PROPN
ajlm-217	134	9	)	)	PUNCT
ajlm-217	134	10	,	,	PUNCT
ajlm-217	134	11	as	as	ADV
ajlm-217	134	12	well	well	ADV
ajlm-217	134	13	as	as	ADP
ajlm-217	134	14	e.r	e.r	PROPN
ajlm-217	134	15	.	.	PROPN
ajlm-217	134	16	,	,	PUNCT
ajlm-217	134	17	i.n	i.n	PROPN
ajlm-217	134	18	.	.	PROPN
ajlm-217	134	19	,	,	PUNCT
ajlm-217	134	20	s.s	s.s	PROPN
ajlm-217	134	21	.	.	PROPN
ajlm-217	134	22	and	and	CCONJ
ajlm-217	134	23	j.s	j.s	PROPN
ajlm-217	134	24	.	.	PUNCT
ajlm-217	135	1	(	(	PUNCT
ajlm-217	135	2	all	all	DET
ajlm-217	135	3	rwanda	rwanda	PROPN
ajlm-217	135	4	biomedical	biomedical	ADJ
ajlm-217	135	5	center	center	NOUN
ajlm-217	135	6	/	/	SYM
ajlm-217	135	7	national	national	ADJ
ajlm-217	135	8	reference	reference	NOUN
ajlm-217	135	9	laboratory	laboratory	NOUN
ajlm-217	135	10	)	)	PUNCT
ajlm-217	135	11	collected	collect	VERB
ajlm-217	135	12	the	the	DET
ajlm-217	135	13	data	datum	NOUN
ajlm-217	135	14	.	.	PUNCT
ajlm-217	136	1	i.n	i.n	PROPN
ajlm-217	136	2	.	.	PROPN
ajlm-217	136	3	,	,	PUNCT
ajlm-217	136	4	w.g	w.g	PROPN
ajlm-217	136	5	.	.	PROPN
ajlm-217	136	6	and	and	CCONJ
ajlm-217	136	7	g.a.d	g.a.d	PROPN
ajlm-217	136	8	.	.	PUNCT
ajlm-217	137	1	(	(	PUNCT
ajlm-217	137	2	cdc	cdc	PROPN
ajlm-217	137	3	,	,	PUNCT
ajlm-217	137	4	rwanda	rwanda	PROPN
ajlm-217	137	5	)	)	PUNCT
ajlm-217	137	6	analysed	analyse	VERB
ajlm-217	137	7	the	the	DET
ajlm-217	137	8	data	datum	NOUN
ajlm-217	137	9	;	;	PUNCT
ajlm-217	137	10	and	and	CCONJ
ajlm-217	137	11	i.n	i.n	PROPN
ajlm-217	137	12	.	.	PROPN
ajlm-217	137	13	,	,	PUNCT
ajlm-217	137	14	c.m.m	c.m.m	PROPN
ajlm-217	137	15	.	.	PUNCT
ajlm-217	137	16	,	,	PUNCT
ajlm-217	137	17	e.n	e.n	PROPN
ajlm-217	137	18	.	.	PROPN
ajlm-217	137	19	,	,	PUNCT
ajlm-217	137	20	w.g	w.g	PROPN
ajlm-217	137	21	.	.	PROPN
ajlm-217	137	22	and	and	CCONJ
ajlm-217	137	23	j.b.g	j.b.g	PROPN
ajlm-217	137	24	.	.	PROPN
ajlm-217	137	25	wrote	write	VERB
ajlm-217	137	26	the	the	DET
ajlm-217	137	27	manuscript	manuscript	NOUN
ajlm-217	137	28	.	.	PUNCT
ajlm-217	138	1	attribution	attribution	NOUN
ajlm-217	138	2	and	and	CCONJ
ajlm-217	138	3	disclaimer	disclaimer	NOUN
ajlm-217	138	4	this	this	DET
ajlm-217	138	5	manuscript	manuscript	NOUN
ajlm-217	138	6	was	be	AUX
ajlm-217	138	7	supported	support	VERB
ajlm-217	138	8	by	by	ADP
ajlm-217	138	9	the	the	DET
ajlm-217	138	10	cdc	cdc	PROPN
ajlm-217	138	11	.	.	PUNCT
ajlm-217	139	1	the	the	DET
ajlm-217	139	2	findings	finding	NOUN
ajlm-217	139	3	and	and	CCONJ
ajlm-217	139	4	conclusions	conclusion	NOUN
ajlm-217	139	5	in	in	ADP
ajlm-217	139	6	this	this	DET
ajlm-217	139	7	report	report	NOUN
ajlm-217	139	8	are	be	AUX
ajlm-217	139	9	those	those	PRON
ajlm-217	139	10	of	of	ADP
ajlm-217	139	11	the	the	DET
ajlm-217	139	12	authors	author	NOUN
ajlm-217	139	13	and	and	CCONJ
ajlm-217	139	14	do	do	AUX
ajlm-217	139	15	not	not	PART
ajlm-217	139	16	necessarily	necessarily	ADV
ajlm-217	139	17	represent	represent	VERB
ajlm-217	139	18	the	the	DET
ajlm-217	139	19	official	official	ADJ
ajlm-217	139	20	position	position	NOUN
ajlm-217	139	21	of	of	ADP
ajlm-217	139	22	the	the	DET
ajlm-217	139	23	cdc	cdc	PROPN
ajlm-217	139	24	.	.	PUNCT
ajlm-217	140	1	references	reference	NOUN
ajlm-217	140	2	top	top	VERB
ajlm-217	140	3	↑	↑	PROPN
ajlm-217	140	4	1.olmsted	1.olmsted	PROPN
ajlm-217	140	5	ss	ss	PROPN
ajlm-217	140	6	,	,	PUNCT
ajlm-217	140	7	moore	moore	PROPN
ajlm-217	140	8	rc	rc	PROPN
ajlm-217	140	9	,	,	PUNCT
ajlm-217	140	10	meili	meili	NOUN
ajlm-217	140	11	hc	hc	PROPN
ajlm-217	140	12	,	,	PUNCT
ajlm-217	140	13	et	et	PROPN
ajlm-217	140	14	al	al	PROPN
ajlm-217	140	15	.	.	PUNCT
ajlm-217	141	1	strengthening	strengthen	VERB
ajlm-217	141	2	laboratory	laboratory	NOUN
ajlm-217	141	3	systems	system	NOUN
ajlm-217	141	4	in	in	ADP
ajlm-217	141	5	resource	resource	NOUN
ajlm-217	141	6	-	-	PUNCT
ajlm-217	141	7	limited	limit	VERB
ajlm-217	141	8	settings	setting	NOUN
ajlm-217	141	9	.	.	PUNCT
ajlm-217	142	1	am	be	AUX
ajlm-217	142	2	j	j	PROPN
ajlm-217	142	3	clin	clin	PROPN
ajlm-217	142	4	pathol	pathol	NOUN
ajlm-217	142	5	.	.	PUNCT
ajlm-217	143	1	2010;134(3):374–380	2010;134(3):374–380	X
ajlm-217	143	2	.	.	PUNCT
ajlm-217	144	1	http://dx.doi.org/10.1309/ajcpdqosb7qr5glr2.ravishankar	http://dx.doi.org/10.1309/ajcpdqosb7qr5glr2.ravishankar	PROPN
ajlm-217	144	2	n	n	CCONJ
ajlm-217	144	3	,	,	PUNCT
ajlm-217	144	4	gubbins	gubbin	VERB
ajlm-217	144	5	p	p	NOUN
ajlm-217	144	6	,	,	PUNCT
ajlm-217	144	7	cooley	cooley	PROPN
ajlm-217	144	8	rj	rj	PROPN
ajlm-217	144	9	,	,	PUNCT
ajlm-217	144	10	et	et	PROPN
ajlm-217	144	11	al	al	PROPN
ajlm-217	144	12	.	.	PUNCT
ajlm-217	145	1	financing	financing	NOUN
ajlm-217	145	2	of	of	ADP
ajlm-217	145	3	global	global	ADJ
ajlm-217	145	4	health	health	NOUN
ajlm-217	145	5	:	:	PUNCT
ajlm-217	145	6	tracking	track	VERB
ajlm-217	145	7	development	development	NOUN
ajlm-217	145	8	assistance	assistance	NOUN
ajlm-217	145	9	for	for	ADP
ajlm-217	145	10	health	health	NOUN
ajlm-217	145	11	from	from	ADP
ajlm-217	145	12	1990	1990	NUM
ajlm-217	145	13	to	to	ADP
ajlm-217	145	14	2007	2007	NUM
ajlm-217	145	15	.	.	PUNCT
ajlm-217	146	1	lancet	lancet	NOUN
ajlm-217	146	2	.	.	PUNCT
ajlm-217	147	1	2009;373(9681):2113–2124	2009;373(9681):2113–2124	NUM
ajlm-217	147	2	.	.	PUNCT
ajlm-217	148	1	http://dx.doi.org/10.1016/s0140-6736(09)60881-3	http://dx.doi.org/10.1016/s0140-6736(09)60881-3	PROPN
ajlm-217	148	2	3.nkengasong	3.nkengasong	NUM
ajlm-217	148	3	jn	jn	PROPN
ajlm-217	148	4	,	,	PUNCT
ajlm-217	148	5	mesele	mesele	PROPN
ajlm-217	148	6	t	t	PROPN
ajlm-217	148	7	,	,	PUNCT
ajlm-217	148	8	orloff	orloff	PROPN
ajlm-217	148	9	s	s	PART
ajlm-217	148	10	,	,	PUNCT
ajlm-217	148	11	et	et	PROPN
ajlm-217	148	12	al	al	PROPN
ajlm-217	148	13	.	.	PROPN
ajlm-217	148	14	critical	critical	ADJ
ajlm-217	148	15	role	role	NOUN
ajlm-217	148	16	of	of	ADP
ajlm-217	148	17	developing	develop	VERB
ajlm-217	148	18	national	national	ADJ
ajlm-217	148	19	strategic	strategic	ADJ
ajlm-217	148	20	plans	plan	NOUN
ajlm-217	148	21	as	as	ADP
ajlm-217	148	22	a	a	DET
ajlm-217	148	23	guide	guide	NOUN
ajlm-217	148	24	to	to	PART
ajlm-217	148	25	strengthen	strengthen	VERB
ajlm-217	148	26	laboratory	laboratory	NOUN
ajlm-217	148	27	health	health	NOUN
ajlm-217	148	28	systems	system	NOUN
ajlm-217	148	29	in	in	ADP
ajlm-217	148	30	resource	resource	NOUN
ajlm-217	148	31	-	-	PUNCT
ajlm-217	148	32	poor	poor	ADJ
ajlm-217	148	33	settings	setting	NOUN
ajlm-217	148	34	.	.	PUNCT
ajlm-217	149	1	am	be	AUX
ajlm-217	149	2	j	j	PROPN
ajlm-217	149	3	clin	clin	PROPN
ajlm-217	149	4	pathol	pathol	NOUN
ajlm-217	149	5	.	.	PUNCT
ajlm-217	150	1	2009;131(6):852–857	2009;131(6):852–857	NUM
ajlm-217	150	2	.	.	PUNCT
ajlm-217	150	3	http://dx.doi.org/10.1309/ajcpc51blobbpakc	http://dx.doi.org/10.1309/ajcpc51blobbpakc	PROPN
ajlm-217	150	4	4.nordling	4.nordling	NUM
ajlm-217	150	5	l.	l.	PROPN
ajlm-217	150	6	african	african	PROPN
ajlm-217	150	7	disease	disease	PROPN
ajlm-217	150	8	labs	lab	NOUN
ajlm-217	150	9	to	to	PART
ajlm-217	150	10	get	get	VERB
ajlm-217	150	11	health	health	NOUN
ajlm-217	150	12	check	check	NOUN
ajlm-217	150	13	[	[	X
ajlm-217	150	14	published	publish	VERB
ajlm-217	150	15	online	online	NOUN
ajlm-217	150	16	2009	2009	NUM
ajlm-217	150	17	jul	jul	NOUN
ajlm-217	150	18	27	27	NUM
ajlm-217	150	19	]	]	PUNCT
ajlm-217	150	20	.	.	PUNCT
ajlm-217	151	1	nature	nature	NOUN
ajlm-217	151	2	.	.	PUNCT
ajlm-217	152	1	5.world	5.world	NUM
ajlm-217	152	2	health	health	NOUN
ajlm-217	152	3	organization	organization	NOUN
ajlm-217	152	4	.	.	PUNCT
ajlm-217	153	1	the	the	DET
ajlm-217	153	2	maputo	maputo	PROPN
ajlm-217	153	3	declaration	declaration	NOUN
ajlm-217	153	4	on	on	ADP
ajlm-217	153	5	strengthening	strengthening	NOUN
ajlm-217	153	6	of	of	ADP
ajlm-217	153	7	laboratory	laboratory	NOUN
ajlm-217	153	8	systems	system	NOUN
ajlm-217	153	9	[	[	X
ajlm-217	153	10	document	document	NOUN
ajlm-217	153	11	on	on	ADP
ajlm-217	153	12	the	the	DET
ajlm-217	153	13	internet	internet	NOUN
ajlm-217	153	14	]	]	PUNCT
ajlm-217	153	15	.	.	PUNCT
ajlm-217	154	1	c2008	c2008	NOUN
ajlm-217	155	1	[	[	X
ajlm-217	155	2	cited	cite	VERB
ajlm-217	155	3	2013	2013	NUM
ajlm-217	155	4	jan	jan	PROPN
ajlm-217	155	5	02	02	NUM
ajlm-217	155	6	]	]	PUNCT
ajlm-217	155	7	.	.	PUNCT
ajlm-217	156	1	available	available	ADJ
ajlm-217	156	2	from	from	ADP
ajlm-217	156	3	:	:	PUNCT
ajlm-217	156	4	http://www.who.int/diagnostics_laboratory/maputo-declaration_2008.pdf	http://www.who.int/diagnostics_laboratory/maputo-declaration_2008.pdf	PROPN
ajlm-217	156	5	6.world	6.world	NUM
ajlm-217	156	6	health	health	NOUN
ajlm-217	156	7	organization	organization	NOUN
ajlm-217	156	8	.	.	PUNCT
ajlm-217	157	1	joint	joint	ADJ
ajlm-217	157	2	who	who	PRON
ajlm-217	157	3	–	–	PUNCT
ajlm-217	157	4	cdc	cdc	PROPN
ajlm-217	157	5	conference	conference	NOUN
ajlm-217	157	6	on	on	ADP
ajlm-217	157	7	health	health	NOUN
ajlm-217	157	8	laboratory	laboratory	NOUN
ajlm-217	157	9	quality	quality	NOUN
ajlm-217	157	10	systems	system	NOUN
ajlm-217	157	11	.	.	PUNCT
ajlm-217	158	1	who	who	PRON
ajlm-217	158	2	/	/	SYM
ajlm-217	158	3	hse	hse	PROPN
ajlm-217	158	4	/	/	SYM
ajlm-217	158	5	ihr	ihr	NOUN
ajlm-217	158	6	/	/	SYM
ajlm-217	158	7	lyo/2008.3	lyo/2008.3	NOUN
ajlm-217	158	8	[	[	X
ajlm-217	158	9	document	document	NOUN
ajlm-217	158	10	on	on	ADP
ajlm-217	158	11	the	the	DET
ajlm-217	158	12	internet	internet	NOUN
ajlm-217	158	13	]	]	PUNCT
ajlm-217	158	14	.	.	PUNCT
ajlm-217	159	1	c2008	c2008	NOUN
ajlm-217	160	1	[	[	X
ajlm-217	160	2	cited	cite	VERB
ajlm-217	160	3	2013	2013	NUM
ajlm-217	160	4	jan	jan	PROPN
ajlm-217	160	5	03	03	NUM
ajlm-217	160	6	]	]	PUNCT
ajlm-217	160	7	.	.	PUNCT
ajlm-217	161	1	available	available	ADJ
ajlm-217	161	2	from	from	ADP
ajlm-217	161	3	:	:	PUNCT
ajlm-217	161	4	http://www.who.int/ihr/lyon/report20080409.pdf	http://www.who.int/ihr/lyon/report20080409.pdf	NUM
ajlm-217	161	5	7.world	7.world	NUM
ajlm-217	161	6	health	health	NOUN
ajlm-217	161	7	organization	organization	NOUN
ajlm-217	161	8	regional	regional	ADJ
ajlm-217	161	9	office	office	NOUN
ajlm-217	161	10	for	for	ADP
ajlm-217	161	11	africa	africa	PROPN
ajlm-217	161	12	.	.	PUNCT
ajlm-217	162	1	who	who	PRON
ajlm-217	162	2	report	report	VERB
ajlm-217	162	3	calls	call	VERB
ajlm-217	162	4	for	for	ADP
ajlm-217	162	5	strengthening	strengthen	VERB
ajlm-217	162	6	public	public	ADJ
ajlm-217	162	7	health	health	NOUN
ajlm-217	162	8	laboratories	laboratory	NOUN
ajlm-217	162	9	.	.	PUNCT
ajlm-217	163	1	yaoundé	yaoundé	NOUN
ajlm-217	163	2	,	,	PUNCT
ajlm-217	163	3	02	02	NUM
ajlm-217	163	4	september	september	PROPN
ajlm-217	163	5	2008	2008	NUM
ajlm-217	164	1	[	[	X
ajlm-217	164	2	page	page	NOUN
ajlm-217	164	3	on	on	ADP
ajlm-217	164	4	the	the	DET
ajlm-217	164	5	internet	internet	NOUN
ajlm-217	164	6	]	]	PUNCT
ajlm-217	164	7	.	.	PUNCT
ajlm-217	165	1	c2008	c2008	NOUN
ajlm-217	166	1	[	[	X
ajlm-217	166	2	cited	cite	VERB
ajlm-217	166	3	2014	2014	NUM
ajlm-217	166	4	jul	jul	PROPN
ajlm-217	166	5	21	21	NUM
ajlm-217	166	6	]	]	PUNCT
ajlm-217	166	7	.	.	PUNCT
ajlm-217	167	1	available	available	ADJ
ajlm-217	167	2	from	from	ADP
ajlm-217	167	3	:	:	PUNCT
ajlm-217	167	4	http://www.afro.who.int/en/media-centre/pressreleases/item/679-who-report-calls	http://www.afro.who.int/en/media-centre/pressreleases/item/679-who-report-calls	PROPN
ajlm-217	167	5	8.yao	8.yao	PROPN
ajlm-217	167	6	k	k	PROPN
ajlm-217	167	7	,	,	PUNCT
ajlm-217	167	8	mckinney	mckinney	PROPN
ajlm-217	167	9	b	b	PROPN
ajlm-217	167	10	,	,	PUNCT
ajlm-217	167	11	murphy	murphy	PROPN
ajlm-217	167	12	a	a	X
ajlm-217	167	13	,	,	PUNCT
ajlm-217	167	14	et	et	PROPN
ajlm-217	167	15	al	al	PROPN
ajlm-217	167	16	.	.	PUNCT
ajlm-217	168	1	improving	improve	VERB
ajlm-217	168	2	quality	quality	NOUN
ajlm-217	168	3	management	management	NOUN
ajlm-217	168	4	systems	system	NOUN
ajlm-217	168	5	of	of	ADP
ajlm-217	168	6	laboratories	laboratory	NOUN
ajlm-217	168	7	in	in	ADP
ajlm-217	168	8	developing	develop	VERB
ajlm-217	168	9	countries	country	NOUN
ajlm-217	168	10	:	:	PUNCT
ajlm-217	168	11	an	an	DET
ajlm-217	168	12	innovative	innovative	ADJ
ajlm-217	168	13	training	training	NOUN
ajlm-217	168	14	approach	approach	NOUN
ajlm-217	168	15	to	to	PART
ajlm-217	168	16	accelerate	accelerate	VERB
ajlm-217	168	17	laboratory	laboratory	NOUN
ajlm-217	168	18	accreditation	accreditation	NOUN
ajlm-217	168	19	.	.	PUNCT
ajlm-217	169	1	am	be	AUX
ajlm-217	169	2	j	j	PROPN
ajlm-217	169	3	clin	clin	PROPN
ajlm-217	169	4	pathol	pathol	PROPN
ajlm-217	169	5	.	.	PUNCT
ajlm-217	170	1	2010;134(3):401–409	2010;134(3):401–409	NUM
ajlm-217	170	2	.	.	PUNCT
ajlm-217	170	3	http://dx.doi.org/10.1309/ajcpnbbl53fwuiqj	http://dx.doi.org/10.1309/ajcpnbbl53fwuiqj	PROPN
ajlm-217	170	4	9.government	9.government	NUM
ajlm-217	170	5	of	of	ADP
ajlm-217	170	6	rwanda	rwanda	PROPN
ajlm-217	170	7	,	,	PUNCT
ajlm-217	170	8	ministry	ministry	PROPN
ajlm-217	170	9	of	of	ADP
ajlm-217	170	10	health	health	PROPN
ajlm-217	170	11	.	.	PUNCT
ajlm-217	171	1	third	third	ADJ
ajlm-217	171	2	health	health	NOUN
ajlm-217	171	3	sector	sector	NOUN
ajlm-217	171	4	strategic	strategic	ADJ
ajlm-217	171	5	plan	plan	NOUN
ajlm-217	171	6	july	july	PROPN
ajlm-217	171	7	2012	2012	NUM
ajlm-217	171	8	–	–	PUNCT
ajlm-217	171	9	june	june	PROPN
ajlm-217	171	10	2018	2018	NUM
ajlm-217	171	11	.	.	PUNCT
ajlm-217	172	1	final	final	ADJ
ajlm-217	172	2	version	version	NOUN
ajlm-217	173	1	[	[	X
ajlm-217	173	2	document	document	NOUN
ajlm-217	173	3	on	on	ADP
ajlm-217	173	4	the	the	DET
ajlm-217	173	5	internet	internet	NOUN
ajlm-217	173	6	]	]	PUNCT
ajlm-217	173	7	.	.	PUNCT
ajlm-217	174	1	c2011	c2011	PRON
ajlm-217	175	1	[	[	X
ajlm-217	175	2	cited	cite	VERB
ajlm-217	175	3	2012	2012	NUM
ajlm-217	175	4	june	june	PROPN
ajlm-217	175	5	30	30	NUM
ajlm-217	175	6	]	]	PUNCT
ajlm-217	175	7	.	.	PUNCT
ajlm-217	176	1	available	available	ADJ
ajlm-217	176	2	from	from	ADP
ajlm-217	176	3	:	:	PUNCT
ajlm-217	176	4	http://www.moh.gov.rw/fileadmin/templates/docs/hssp_iii_final_version.pdf	http://www.moh.gov.rw/fileadmin/templates/docs/hssp_iii_final_version.pdf	PROPN
ajlm-217	176	5	10.world	10.world	PROPN
ajlm-217	176	6	health	health	NOUN
ajlm-217	176	7	organization	organization	NOUN
ajlm-217	176	8	regional	regional	ADJ
ajlm-217	176	9	office	office	NOUN
ajlm-217	176	10	for	for	ADP
ajlm-217	176	11	africa	africa	PROPN
ajlm-217	176	12	.	.	PUNCT
ajlm-217	177	1	who	who	PRON
ajlm-217	177	2	guide	guide	VERB
ajlm-217	177	3	for	for	ADP
ajlm-217	177	4	the	the	DET
ajlm-217	177	5	stepwise	stepwise	PROPN
ajlm-217	177	6	laboratory	laboratory	PROPN
ajlm-217	177	7	improvement	improvement	NOUN
ajlm-217	177	8	process	process	NOUN
ajlm-217	177	9	towards	towards	ADP
ajlm-217	177	10	accreditation	accreditation	NOUN
ajlm-217	177	11	in	in	ADP
ajlm-217	177	12	the	the	DET
ajlm-217	177	13	african	african	ADJ
ajlm-217	177	14	region	region	NOUN
ajlm-217	177	15	(	(	PUNCT
ajlm-217	177	16	with	with	ADP
ajlm-217	177	17	checklist	checklist	NOUN
ajlm-217	177	18	)	)	PUNCT
ajlm-217	178	1	[	[	X
ajlm-217	178	2	document	document	NOUN
ajlm-217	178	3	on	on	ADP
ajlm-217	178	4	the	the	DET
ajlm-217	178	5	internet	internet	NOUN
ajlm-217	178	6	]	]	PUNCT
ajlm-217	178	7	.	.	PUNCT
ajlm-217	179	1	c2011	c2011	PRON
ajlm-217	180	1	[	[	X
ajlm-217	180	2	cited	cite	VERB
ajlm-217	180	3	2013	2013	NUM
ajlm-217	180	4	may	may	PROPN
ajlm-217	180	5	31	31	NUM
ajlm-217	180	6	]	]	PUNCT
ajlm-217	180	7	.	.	PUNCT
ajlm-217	181	1	available	available	ADJ
ajlm-217	181	2	from	from	ADP
ajlm-217	181	3	:	:	PUNCT
ajlm-217	181	4	http://www.afro.who.int/index.php?option=com_docman&task=doc_download&gid=8642&itemid=2593	http://www.afro.who.int/index.php?option=com_docman&task=doc_download&gid=8642&itemid=2593	PROPN
ajlm-217	181	5	11.maruta	11.maruta	PROPN
ajlm-217	181	6	t	t	PROPN
ajlm-217	181	7	,	,	PUNCT
ajlm-217	181	8	motebang	motebang	PROPN
ajlm-217	182	1	d	d	PROPN
ajlm-217	182	2	,	,	PUNCT
ajlm-217	182	3	wanyoike	wanyoike	PROPN
ajlm-217	182	4	j	j	PROPN
ajlm-217	182	5	,	,	PUNCT
ajlm-217	182	6	et	et	PROPN
ajlm-217	182	7	al	al	PROPN
ajlm-217	182	8	.	.	PROPN
ajlm-217	182	9	impact	impact	NOUN
ajlm-217	182	10	of	of	ADP
ajlm-217	182	11	mentorship	mentorship	NOUN
ajlm-217	182	12	on	on	ADP
ajlm-217	182	13	who	who	PRON
ajlm-217	182	14	-	-	PUNCT
ajlm-217	182	15	afro	afro	NOUN
ajlm-217	182	16	strengthening	strengthen	VERB
ajlm-217	182	17	laboratory	laboratory	NOUN
ajlm-217	182	18	quality	quality	NOUN
ajlm-217	182	19	improvement	improvement	NOUN
ajlm-217	182	20	process	process	NOUN
ajlm-217	182	21	towards	towards	ADP
ajlm-217	182	22	accreditation	accreditation	NOUN
ajlm-217	182	23	(	(	PUNCT
ajlm-217	182	24	slipta	slipta	NOUN
ajlm-217	182	25	)	)	PUNCT
ajlm-217	182	26	.	.	PUNCT
ajlm-217	183	1	afr	afr	PROPN
ajlm-217	183	2	j	j	PROPN
ajlm-217	183	3	lab	lab	PROPN
ajlm-217	183	4	med	me	VERB
ajlm-217	183	5	.	.	PUNCT
ajlm-217	184	1	2012;1(1	2012;1(1	NUM
ajlm-217	184	2	)	)	PUNCT
ajlm-217	185	1	,	,	PUNCT
ajlm-217	185	2	art	art	NOUN
ajlm-217	185	3	.	.	PUNCT
ajlm-217	186	1	#	#	SYM
ajlm-217	186	2	6	6	NUM
ajlm-217	186	3	,	,	PUNCT
ajlm-217	186	4	8	8	NUM
ajlm-217	186	5	pages	page	NOUN
ajlm-217	186	6	.	.	PUNCT
ajlm-217	187	1	12.yao	12.yao	PROPN
ajlm-217	187	2	k	k	NOUN
ajlm-217	187	3	,	,	PUNCT
ajlm-217	187	4	maruta	maruta	PROPN
ajlm-217	187	5	t	t	PROPN
ajlm-217	187	6	,	,	PUNCT
ajlm-217	187	7	luman	luman	PROPN
ajlm-217	187	8	et	et	PROPN
ajlm-217	187	9	,	,	PUNCT
ajlm-217	187	10	et	et	PROPN
ajlm-217	187	11	al	al	PROPN
ajlm-217	187	12	.	.	PUNCT
ajlm-217	188	1	the	the	DET
ajlm-217	188	2	slmta	slmta	NOUN
ajlm-217	188	3	programme	programme	NOUN
ajlm-217	188	4	:	:	PUNCT
ajlm-217	188	5	transforming	transform	VERB
ajlm-217	188	6	the	the	DET
ajlm-217	188	7	laboratory	laboratory	NOUN
ajlm-217	188	8	landscape	landscape	NOUN
ajlm-217	188	9	in	in	ADP
ajlm-217	188	10	developing	develop	VERB
ajlm-217	188	11	countries	country	NOUN
ajlm-217	188	12	.	.	PUNCT
ajlm-217	189	1	afr	afr	PROPN
ajlm-217	189	2	j	j	PROPN
ajlm-217	189	3	lab	lab	PROPN
ajlm-217	189	4	med	me	VERB
ajlm-217	189	5	.	.	PUNCT
ajlm-217	190	1	2014;3(2	2014;3(2	NUM
ajlm-217	190	2	)	)	PUNCT
ajlm-217	190	3	,	,	PUNCT
ajlm-217	190	4	art	art	NOUN
ajlm-217	190	5	.	.	PUNCT
ajlm-217	191	1	#	#	SYM
ajlm-217	191	2	194	194	NUM
ajlm-217	191	3	,	,	PUNCT
ajlm-217	191	4	8	8	NUM
ajlm-217	191	5	pages	page	NOUN
ajlm-217	191	6	.	.	PUNCT
ajlm-217	192	1	http://dx.doi.org/10.4102/ajlm.v3i1.194	http://dx.doi.org/10.4102/ajlm.v3i1.194	PROPN
ajlm-217	192	2	13.world	13.world	NUM
ajlm-217	192	3	bank	bank	NOUN
ajlm-217	192	4	.	.	PUNCT
ajlm-217	193	1	world	world	PROPN
ajlm-217	193	2	development	development	PROPN
ajlm-217	193	3	report	report	PROPN
ajlm-217	193	4	2004	2004	NUM
ajlm-217	193	5	:	:	PUNCT
ajlm-217	193	6	making	make	VERB
ajlm-217	193	7	services	service	NOUN
ajlm-217	193	8	work	work	VERB
ajlm-217	193	9	for	for	ADP
ajlm-217	193	10	poor	poor	ADJ
ajlm-217	193	11	people	people	NOUN
ajlm-217	193	12	.	.	PUNCT
ajlm-217	194	1	washington	washington	PROPN
ajlm-217	194	2	,	,	PUNCT
ajlm-217	194	3	dc	dc	PROPN
ajlm-217	194	4	:	:	PUNCT
ajlm-217	194	5	the	the	DET
ajlm-217	194	6	world	world	PROPN
ajlm-217	194	7	bank	bank	NOUN
ajlm-217	194	8	;	;	PUNCT
ajlm-217	194	9	2004	2004	NUM
ajlm-217	194	10	.	.	PUNCT
ajlm-217	195	1	14.eichler	14.eichler	NUM
ajlm-217	195	2	r	r	NOUN
ajlm-217	195	3	,	,	PUNCT
ajlm-217	195	4	auxila	auxila	PRON
ajlm-217	195	5	p	p	X
ajlm-217	195	6	,	,	PUNCT
ajlm-217	195	7	antoine	antoine	PROPN
ajlm-217	195	8	u	u	PROPN
ajlm-217	195	9	,	,	PUNCT
ajlm-217	195	10	et	et	PROPN
ajlm-217	195	11	al	al	PROPN
ajlm-217	195	12	.	.	PUNCT
ajlm-217	195	13	performance	performance	NOUN
ajlm-217	195	14	-	-	PUNCT
ajlm-217	195	15	based	base	VERB
ajlm-217	195	16	incentives	incentive	NOUN
ajlm-217	195	17	for	for	ADP
ajlm-217	195	18	health	health	NOUN
ajlm-217	195	19	:	:	PUNCT
ajlm-217	195	20	six	six	NUM
ajlm-217	195	21	years	year	NOUN
ajlm-217	195	22	of	of	ADP
ajlm-217	195	23	results	result	NOUN
ajlm-217	195	24	from	from	ADP
ajlm-217	195	25	supply	supply	NOUN
ajlm-217	195	26	-	-	PUNCT
ajlm-217	195	27	side	side	NOUN
ajlm-217	195	28	programs	program	NOUN
ajlm-217	195	29	in	in	ADP
ajlm-217	195	30	haiti	haiti	PROPN
ajlm-217	195	31	.	.	PUNCT
ajlm-217	196	1	cgd	cgd	PROPN
ajlm-217	196	2	working	working	PROPN
ajlm-217	196	3	paper	paper	PROPN
ajlm-217	196	4	#	#	SYM
ajlm-217	196	5	121	121	NUM
ajlm-217	196	6	.	.	PUNCT
ajlm-217	197	1	washington	washington	PROPN
ajlm-217	197	2	,	,	PUNCT
ajlm-217	197	3	dc	dc	PROPN
ajlm-217	197	4	:	:	PUNCT
ajlm-217	197	5	center	center	NOUN
ajlm-217	197	6	for	for	ADP
ajlm-217	197	7	global	global	ADJ
ajlm-217	197	8	development	development	NOUN
ajlm-217	197	9	;	;	PUNCT
ajlm-217	197	10	2007	2007	NUM
ajlm-217	197	11	.	.	PUNCT
ajlm-217	198	1	15.soeters	15.soeters	NUM
ajlm-217	198	2	r	r	NOUN
ajlm-217	198	3	,	,	PUNCT
ajlm-217	198	4	griffiths	griffiths	PROPN
ajlm-217	198	5	f.	f.	PROPN
ajlm-217	198	6	improving	improve	VERB
ajlm-217	198	7	government	government	NOUN
ajlm-217	198	8	health	health	NOUN
ajlm-217	198	9	services	service	NOUN
ajlm-217	198	10	through	through	ADP
ajlm-217	198	11	contract	contract	NOUN
ajlm-217	198	12	management	management	NOUN
ajlm-217	198	13	:	:	PUNCT
ajlm-217	198	14	a	a	DET
ajlm-217	198	15	case	case	NOUN
ajlm-217	198	16	from	from	ADP
ajlm-217	198	17	cambodia	cambodia	PROPN
ajlm-217	198	18	.	.	PUNCT
ajlm-217	199	1	health	health	NOUN
ajlm-217	199	2	policy	policy	NOUN
ajlm-217	199	3	plan	plan	NOUN
ajlm-217	199	4	.	.	PUNCT
ajlm-217	200	1	2003;18(1):74–83	2003;18(1):74–83	X
ajlm-217	200	2	.	.	PUNCT
ajlm-217	201	1	http://dx.doi.org/10.1093/heapol/18.1.74	http://dx.doi.org/10.1093/heapol/18.1.74	PROPN
ajlm-217	201	2	16.meessen	16.meessen	NUM
ajlm-217	201	3	b	b	NOUN
ajlm-217	201	4	,	,	PUNCT
ajlm-217	201	5	musango	musango	PROPN
ajlm-217	201	6	l	l	NOUN
ajlm-217	201	7	,	,	PUNCT
ajlm-217	201	8	kashala	kashala	PROPN
ajlm-217	201	9	jp	jp	PROPN
ajlm-217	201	10	,	,	PUNCT
ajlm-217	201	11	et	et	PROPN
ajlm-217	201	12	al	al	PROPN
ajlm-217	201	13	.	.	PUNCT
ajlm-217	202	1	reviewing	review	VERB
ajlm-217	202	2	institutions	institution	NOUN
ajlm-217	202	3	of	of	ADP
ajlm-217	202	4	rural	rural	ADJ
ajlm-217	202	5	health	health	NOUN
ajlm-217	202	6	centres	centre	NOUN
ajlm-217	202	7	:	:	PUNCT
ajlm-217	202	8	the	the	DET
ajlm-217	202	9	performance	performance	NOUN
ajlm-217	202	10	initiative	initiative	NOUN
ajlm-217	202	11	in	in	ADP
ajlm-217	202	12	butare	butare	PROPN
ajlm-217	202	13	,	,	PUNCT
ajlm-217	202	14	rwanda	rwanda	PROPN
ajlm-217	202	15	.	.	PUNCT
ajlm-217	203	1	trop	trop	PROPN
ajlm-217	203	2	med	med	PROPN
ajlm-217	203	3	int	int	PROPN
ajlm-217	203	4	health	health	NOUN
ajlm-217	203	5	.	.	PUNCT
ajlm-217	204	1	2006;11(8):1303–1317	2006;11(8):1303–1317	NUM
ajlm-217	204	2	.	.	PUNCT
ajlm-217	205	1	http://dx.doi.org/10.1111/j.1365-3156.2006.01680.x	http://dx.doi.org/10.1111/j.1365-3156.2006.01680.x	VERB
ajlm-217	205	2	17.rusa	17.rusa	NUM
ajlm-217	205	3	l	l	NOUN
ajlm-217	205	4	,	,	PUNCT
ajlm-217	205	5	schneidman	schneidman	PROPN
ajlm-217	205	6	m	m	PROPN
ajlm-217	205	7	,	,	PUNCT
ajlm-217	205	8	fritsche	fritsche	NOUN
ajlm-217	205	9	g	g	PROPN
ajlm-217	205	10	,	,	PUNCT
ajlm-217	205	11	et	et	PROPN
ajlm-217	205	12	al	al	PROPN
ajlm-217	205	13	.	.	PROPN
ajlm-217	205	14	rwanda	rwanda	PROPN
ajlm-217	205	15	:	:	PUNCT
ajlm-217	205	16	performance	performance	NOUN
ajlm-217	205	17	-	-	PUNCT
ajlm-217	205	18	based	base	VERB
ajlm-217	205	19	financing	financing	NOUN
ajlm-217	205	20	in	in	ADP
ajlm-217	205	21	the	the	DET
ajlm-217	205	22	public	public	ADJ
ajlm-217	205	23	sector	sector	NOUN
ajlm-217	205	24	.	.	PUNCT
ajlm-217	206	1	in	in	ADP
ajlm-217	206	2	:	:	PUNCT
ajlm-217	206	3	center	center	NOUN
ajlm-217	206	4	for	for	ADP
ajlm-217	206	5	global	global	ADJ
ajlm-217	206	6	development	development	NOUN
ajlm-217	206	7	.	.	PUNCT
ajlm-217	207	1	performance	performance	NOUN
ajlm-217	207	2	incentives	incentive	NOUN
ajlm-217	207	3	for	for	ADP
ajlm-217	207	4	global	global	ADJ
ajlm-217	207	5	health	health	NOUN
ajlm-217	207	6	:	:	PUNCT
ajlm-217	207	7	potential	potential	NOUN
ajlm-217	207	8	and	and	CCONJ
ajlm-217	207	9	pitfalls	pitfall	NOUN
ajlm-217	207	10	.	.	PUNCT
ajlm-217	208	1	baltimore	baltimore	PROPN
ajlm-217	208	2	,	,	PUNCT
ajlm-217	208	3	md	md	PROPN
ajlm-217	208	4	:	:	PUNCT
ajlm-217	208	5	brookings	brookings	PROPN
ajlm-217	208	6	institution	institution	PROPN
ajlm-217	208	7	press	press	NOUN
ajlm-217	208	8	,	,	PUNCT
ajlm-217	208	9	2009	2009	NUM
ajlm-217	208	10	;	;	PUNCT
ajlm-217	208	11	pp	pp	ADP
ajlm-217	208	12	.	.	PUNCT
ajlm-217	209	1	189–214	189–214	NUM
ajlm-217	209	2	.	.	PUNCT
ajlm-217	210	1	18.basinga	18.basinga	NUM
ajlm-217	211	1	p	p	NOUN
ajlm-217	211	2	,	,	PUNCT
ajlm-217	211	3	gertler	gertler	NOUN
ajlm-217	211	4	pj	pj	PROPN
ajlm-217	211	5	,	,	PUNCT
ajlm-217	211	6	binagwaho	binagwaho	PROPN
ajlm-217	211	7	a	a	X
ajlm-217	211	8	,	,	PUNCT
ajlm-217	211	9	et	et	PROPN
ajlm-217	211	10	al	al	PROPN
ajlm-217	211	11	.	.	PUNCT
ajlm-217	211	12	paying	pay	VERB
ajlm-217	211	13	primary	primary	ADJ
ajlm-217	211	14	health	health	NOUN
ajlm-217	211	15	care	care	NOUN
ajlm-217	211	16	centers	center	NOUN
ajlm-217	211	17	for	for	ADP
ajlm-217	211	18	performance	performance	NOUN
ajlm-217	211	19	in	in	ADP
ajlm-217	211	20	rwanda	rwanda	PROPN
ajlm-217	211	21	.	.	PUNCT
ajlm-217	212	1	policy	policy	NOUN
ajlm-217	212	2	research	research	NOUN
ajlm-217	212	3	working	working	NOUN
ajlm-217	212	4	paper	paper	NOUN
ajlm-217	212	5	wps	wps	PROPN
ajlm-217	212	6	5190	5190	NUM
ajlm-217	212	7	.	.	PUNCT
ajlm-217	213	1	washington	washington	PROPN
ajlm-217	213	2	,	,	PUNCT
ajlm-217	213	3	dc	dc	PROPN
ajlm-217	213	4	:	:	PUNCT
ajlm-217	213	5	the	the	DET
ajlm-217	213	6	world	world	PROPN
ajlm-217	213	7	bank	bank	NOUN
ajlm-217	213	8	;	;	PUNCT
ajlm-217	213	9	2010	2010	NUM
ajlm-217	213	10	.	.	PUNCT