id	sid	tid	token	lemma	pos
ajlm-2027	1	1	abstract	abstract	ADJ
ajlm-2027	1	2	introduction	introduction	NOUN
ajlm-2027	1	3	methods	method	NOUN
ajlm-2027	1	4	results	result	VERB
ajlm-2027	1	5	discussion	discussion	NOUN
ajlm-2027	1	6	acknowledgements	acknowledgement	NOUN
ajlm-2027	1	7	references	reference	NOUN
ajlm-2027	1	8	about	about	ADP
ajlm-2027	1	9	the	the	DET
ajlm-2027	1	10	author(s	author(s	NOUN
ajlm-2027	1	11	)	)	PUNCT
ajlm-2027	1	12	immaculate	immaculate	PROPN
ajlm-2027	1	13	s.	s.	PROPN
ajlm-2027	1	14	dlamini	dlamini	PROPN
ajlm-2027	1	15	department	department	PROPN
ajlm-2027	1	16	of	of	ADP
ajlm-2027	1	17	chemical	chemical	PROPN
ajlm-2027	1	18	pathology	pathology	PROPN
ajlm-2027	1	19	,	,	PUNCT
ajlm-2027	1	20	faculty	faculty	NOUN
ajlm-2027	1	21	of	of	ADP
ajlm-2027	1	22	laboratory	laboratory	NOUN
ajlm-2027	1	23	medicine	medicine	NOUN
ajlm-2027	1	24	,	,	PUNCT
ajlm-2027	1	25	national	national	PROPN
ajlm-2027	1	26	health	health	PROPN
ajlm-2027	1	27	laboratory	laboratory	PROPN
ajlm-2027	1	28	service	service	PROPN
ajlm-2027	1	29	,	,	PUNCT
ajlm-2027	1	30	durban	durban	PROPN
ajlm-2027	1	31	,	,	PUNCT
ajlm-2027	1	32	south	south	PROPN
ajlm-2027	1	33	africa	africa	PROPN
ajlm-2027	1	34	department	department	PROPN
ajlm-2027	1	35	of	of	ADP
ajlm-2027	1	36	chemical	chemical	PROPN
ajlm-2027	1	37	pathology	pathology	PROPN
ajlm-2027	1	38	,	,	PUNCT
ajlm-2027	1	39	faculty	faculty	NOUN
ajlm-2027	1	40	of	of	ADP
ajlm-2027	1	41	laboratory	laboratory	NOUN
ajlm-2027	1	42	medicine	medicine	NOUN
ajlm-2027	1	43	,	,	PUNCT
ajlm-2027	1	44	university	university	NOUN
ajlm-2027	1	45	of	of	ADP
ajlm-2027	1	46	kwazulu	kwazulu	PROPN
ajlm-2027	1	47	-	-	PUNCT
ajlm-2027	1	48	natal	natal	ADJ
ajlm-2027	1	49	,	,	PUNCT
ajlm-2027	1	50	durban	durban	PROPN
ajlm-2027	1	51	,	,	PUNCT
ajlm-2027	1	52	south	south	PROPN
ajlm-2027	1	53	africa	africa	PROPN
ajlm-2027	1	54	verena	verena	PROPN
ajlm-2027	1	55	gounden	gounden	PROPN
ajlm-2027	1	56	department	department	PROPN
ajlm-2027	1	57	of	of	ADP
ajlm-2027	1	58	chemical	chemical	PROPN
ajlm-2027	1	59	pathology	pathology	PROPN
ajlm-2027	1	60	,	,	PUNCT
ajlm-2027	1	61	faculty	faculty	NOUN
ajlm-2027	1	62	of	of	ADP
ajlm-2027	1	63	laboratory	laboratory	NOUN
ajlm-2027	1	64	medicine	medicine	NOUN
ajlm-2027	1	65	,	,	PUNCT
ajlm-2027	1	66	national	national	PROPN
ajlm-2027	1	67	health	health	PROPN
ajlm-2027	1	68	laboratory	laboratory	PROPN
ajlm-2027	1	69	service	service	PROPN
ajlm-2027	1	70	,	,	PUNCT
ajlm-2027	1	71	durban	durban	PROPN
ajlm-2027	1	72	,	,	PUNCT
ajlm-2027	1	73	south	south	PROPN
ajlm-2027	1	74	africa	africa	PROPN
ajlm-2027	1	75	department	department	PROPN
ajlm-2027	1	76	of	of	ADP
ajlm-2027	1	77	chemical	chemical	PROPN
ajlm-2027	1	78	pathology	pathology	PROPN
ajlm-2027	1	79	,	,	PUNCT
ajlm-2027	1	80	faculty	faculty	NOUN
ajlm-2027	1	81	of	of	ADP
ajlm-2027	1	82	laboratory	laboratory	NOUN
ajlm-2027	1	83	medicine	medicine	NOUN
ajlm-2027	1	84	,	,	PUNCT
ajlm-2027	1	85	university	university	NOUN
ajlm-2027	1	86	of	of	ADP
ajlm-2027	1	87	kwazulu	kwazulu	PROPN
ajlm-2027	1	88	-	-	PUNCT
ajlm-2027	1	89	natal	natal	ADJ
ajlm-2027	1	90	,	,	PUNCT
ajlm-2027	1	91	durban	durban	PROPN
ajlm-2027	1	92	,	,	PUNCT
ajlm-2027	1	93	south	south	PROPN
ajlm-2027	1	94	africa	africa	PROPN
ajlm-2027	1	95	nareshni	nareshni	PROPN
ajlm-2027	1	96	moodley	moodley	PROPN
ajlm-2027	1	97	department	department	PROPN
ajlm-2027	1	98	of	of	ADP
ajlm-2027	1	99	chemical	chemical	PROPN
ajlm-2027	1	100	pathology	pathology	PROPN
ajlm-2027	1	101	,	,	PUNCT
ajlm-2027	1	102	faculty	faculty	NOUN
ajlm-2027	1	103	of	of	ADP
ajlm-2027	1	104	laboratory	laboratory	NOUN
ajlm-2027	1	105	medicine	medicine	NOUN
ajlm-2027	1	106	,	,	PUNCT
ajlm-2027	1	107	national	national	PROPN
ajlm-2027	1	108	health	health	PROPN
ajlm-2027	1	109	laboratory	laboratory	PROPN
ajlm-2027	1	110	service	service	PROPN
ajlm-2027	1	111	,	,	PUNCT
ajlm-2027	1	112	durban	durban	PROPN
ajlm-2027	1	113	,	,	PUNCT
ajlm-2027	1	114	south	south	PROPN
ajlm-2027	1	115	africa	africa	PROPN
ajlm-2027	1	116	department	department	PROPN
ajlm-2027	1	117	of	of	ADP
ajlm-2027	1	118	chemical	chemical	PROPN
ajlm-2027	1	119	pathology	pathology	PROPN
ajlm-2027	1	120	,	,	PUNCT
ajlm-2027	1	121	faculty	faculty	NOUN
ajlm-2027	1	122	of	of	ADP
ajlm-2027	1	123	laboratory	laboratory	NOUN
ajlm-2027	1	124	medicine	medicine	NOUN
ajlm-2027	1	125	,	,	PUNCT
ajlm-2027	1	126	university	university	NOUN
ajlm-2027	1	127	of	of	ADP
ajlm-2027	1	128	kwazulu	kwazulu	PROPN
ajlm-2027	1	129	-	-	PUNCT
ajlm-2027	1	130	natal	natal	ADJ
ajlm-2027	1	131	,	,	PUNCT
ajlm-2027	1	132	durban	durban	PROPN
ajlm-2027	1	133	,	,	PUNCT
ajlm-2027	1	134	south	south	PROPN
ajlm-2027	1	135	africa	africa	PROPN
ajlm-2027	1	136	citation	citation	PROPN
ajlm-2027	1	137	dlamini	dlamini	PROPN
ajlm-2027	1	138	is	be	AUX
ajlm-2027	1	139	,	,	PUNCT
ajlm-2027	1	140	gounden	gounden	ADJ
ajlm-2027	1	141	v	v	NOUN
ajlm-2027	1	142	,	,	PUNCT
ajlm-2027	1	143	moodley	moodley	NOUN
ajlm-2027	1	144	n.	n.	NOUN
ajlm-2027	1	145	evaluation	evaluation	NOUN
ajlm-2027	1	146	of	of	ADP
ajlm-2027	1	147	tumour	tumour	NOUN
ajlm-2027	1	148	marker	marker	NOUN
ajlm-2027	1	149	utilisation	utilisation	NOUN
ajlm-2027	1	150	and	and	CCONJ
ajlm-2027	1	151	impact	impact	NOUN
ajlm-2027	1	152	of	of	ADP
ajlm-2027	1	153	electronic	electronic	ADJ
ajlm-2027	1	154	gatekeeping	gatekeeping	NOUN
ajlm-2027	1	155	in	in	ADP
ajlm-2027	1	156	the	the	DET
ajlm-2027	1	157	province	province	NOUN
ajlm-2027	1	158	of	of	ADP
ajlm-2027	1	159	kwazulu	kwazulu	PROPN
ajlm-2027	1	160	-	-	PUNCT
ajlm-2027	1	161	natal	natal	ADJ
ajlm-2027	1	162	,	,	PUNCT
ajlm-2027	1	163	south	south	PROPN
ajlm-2027	1	164	africa	africa	PROPN
ajlm-2027	1	165	.	.	PUNCT
ajlm-2027	2	1	afr	afr	PROPN
ajlm-2027	2	2	j	j	PROPN
ajlm-2027	2	3	lab	lab	PROPN
ajlm-2027	2	4	med	med	PROPN
ajlm-2027	2	5	.	.	PUNCT
ajlm-2027	3	1	2023;12(1	2023;12(1	NUM
ajlm-2027	3	2	)	)	PUNCT
ajlm-2027	3	3	,	,	PUNCT
ajlm-2027	3	4	a2027	a2027	PROPN
ajlm-2027	3	5	.	.	PROPN
ajlm-2027	3	6	https://doi.org/10.4102/ajlm.v12i1.2027	https://doi.org/10.4102/ajlm.v12i1.2027	PROPN
ajlm-2027	3	7	original	original	ADJ
ajlm-2027	3	8	research	research	NOUN
ajlm-2027	3	9	evaluation	evaluation	NOUN
ajlm-2027	3	10	of	of	ADP
ajlm-2027	3	11	tumour	tumour	NOUN
ajlm-2027	3	12	marker	marker	NOUN
ajlm-2027	3	13	utilisation	utilisation	NOUN
ajlm-2027	3	14	and	and	CCONJ
ajlm-2027	3	15	impact	impact	NOUN
ajlm-2027	3	16	of	of	ADP
ajlm-2027	3	17	electronic	electronic	ADJ
ajlm-2027	3	18	gatekeeping	gatekeeping	NOUN
ajlm-2027	3	19	in	in	ADP
ajlm-2027	3	20	the	the	DET
ajlm-2027	3	21	province	province	NOUN
ajlm-2027	3	22	of	of	ADP
ajlm-2027	3	23	kwazulu	kwazulu	PROPN
ajlm-2027	3	24	-	-	PUNCT
ajlm-2027	3	25	natal	natal	ADJ
ajlm-2027	3	26	,	,	PUNCT
ajlm-2027	3	27	south	south	PROPN
ajlm-2027	3	28	africa	africa	PROPN
ajlm-2027	3	29	immaculate	immaculate	PROPN
ajlm-2027	3	30	s.	s.	PROPN
ajlm-2027	3	31	dlamini	dlamini	PROPN
ajlm-2027	3	32	,	,	PUNCT
ajlm-2027	3	33	verena	verena	PROPN
ajlm-2027	3	34	gounden	gounden	PROPN
ajlm-2027	3	35	,	,	PUNCT
ajlm-2027	3	36	nareshni	nareshni	PROPN
ajlm-2027	3	37	moodley	moodley	PROPN
ajlm-2027	3	38	received	receive	VERB
ajlm-2027	3	39	:	:	PUNCT
ajlm-2027	3	40	20	20	NUM
ajlm-2027	3	41	july	july	PROPN
ajlm-2027	3	42	2022	2022	NUM
ajlm-2027	3	43	;	;	PUNCT
ajlm-2027	3	44	accepted	accept	VERB
ajlm-2027	3	45	:	:	PUNCT
ajlm-2027	3	46	13	13	NUM
ajlm-2027	3	47	apr	apr	NOUN
ajlm-2027	3	48	.	.	PUNCT
ajlm-2027	3	49	2023	2023	NUM
ajlm-2027	3	50	;	;	PUNCT
ajlm-2027	3	51	published	publish	VERB
ajlm-2027	3	52	:	:	PUNCT
ajlm-2027	3	53	30	30	NUM
ajlm-2027	3	54	june	june	PROPN
ajlm-2027	3	55	2023	2023	NUM
ajlm-2027	3	56	copyright	copyright	NOUN
ajlm-2027	3	57	:	:	PUNCT
ajlm-2027	3	58	©	©	PROPN
ajlm-2027	3	59	2023	2023	NUM
ajlm-2027	3	60	.	.	PUNCT
ajlm-2027	4	1	the	the	DET
ajlm-2027	4	2	author(s	author(s	NOUN
ajlm-2027	4	3	)	)	PUNCT
ajlm-2027	4	4	.	.	PUNCT
ajlm-2027	5	1	licensee	licensee	NOUN
ajlm-2027	5	2	:	:	PUNCT
ajlm-2027	5	3	aosis	aosis	NOUN
ajlm-2027	5	4	.	.	PUNCT
ajlm-2027	6	1	this	this	PRON
ajlm-2027	6	2	is	be	AUX
ajlm-2027	6	3	an	an	DET
ajlm-2027	6	4	open	open	ADJ
ajlm-2027	6	5	access	access	NOUN
ajlm-2027	6	6	article	article	NOUN
ajlm-2027	6	7	distributed	distribute	VERB
ajlm-2027	6	8	under	under	ADP
ajlm-2027	6	9	the	the	DET
ajlm-2027	6	10	terms	term	NOUN
ajlm-2027	6	11	of	of	ADP
ajlm-2027	6	12	the	the	DET
ajlm-2027	6	13	creative	creative	ADJ
ajlm-2027	6	14	commons	common	NOUN
ajlm-2027	6	15	attribution	attribution	NOUN
ajlm-2027	6	16	license	license	NOUN
ajlm-2027	6	17	,	,	PUNCT
ajlm-2027	6	18	which	which	PRON
ajlm-2027	6	19	permits	permit	VERB
ajlm-2027	6	20	unrestricted	unrestricted	ADJ
ajlm-2027	6	21	use	use	NOUN
ajlm-2027	6	22	,	,	PUNCT
ajlm-2027	6	23	distribution	distribution	NOUN
ajlm-2027	6	24	,	,	PUNCT
ajlm-2027	6	25	and	and	CCONJ
ajlm-2027	6	26	reproduction	reproduction	NOUN
ajlm-2027	6	27	in	in	ADP
ajlm-2027	6	28	any	any	DET
ajlm-2027	6	29	medium	medium	NOUN
ajlm-2027	6	30	,	,	PUNCT
ajlm-2027	6	31	provided	provide	VERB
ajlm-2027	6	32	the	the	DET
ajlm-2027	6	33	original	original	ADJ
ajlm-2027	6	34	work	work	NOUN
ajlm-2027	6	35	is	be	AUX
ajlm-2027	6	36	properly	properly	ADV
ajlm-2027	6	37	cited	cite	VERB
ajlm-2027	6	38	.	.	PUNCT
ajlm-2027	7	1	abstract	abstract	ADJ
ajlm-2027	7	2	background	background	NOUN
ajlm-2027	7	3	:	:	PUNCT
ajlm-2027	7	4	inappropriate	inappropriate	ADJ
ajlm-2027	7	5	testing	testing	NOUN
ajlm-2027	7	6	remains	remain	VERB
ajlm-2027	7	7	a	a	DET
ajlm-2027	7	8	high	high	ADJ
ajlm-2027	7	9	healthcare	healthcare	NOUN
ajlm-2027	7	10	cost	cost	NOUN
ajlm-2027	7	11	driver	driver	NOUN
ajlm-2027	7	12	.	.	PUNCT
ajlm-2027	8	1	tumour	tumour	NOUN
ajlm-2027	8	2	marker	marker	NOUN
ajlm-2027	8	3	tests	test	NOUN
ajlm-2027	8	4	are	be	AUX
ajlm-2027	8	5	more	more	ADV
ajlm-2027	8	6	expensive	expensive	ADJ
ajlm-2027	8	7	than	than	ADP
ajlm-2027	8	8	routine	routine	ADJ
ajlm-2027	8	9	chemistry	chemistry	NOUN
ajlm-2027	8	10	testing	testing	NOUN
ajlm-2027	8	11	.	.	PUNCT
ajlm-2027	9	1	implementing	implement	VERB
ajlm-2027	9	2	test	test	NOUN
ajlm-2027	9	3	demand	demand	NOUN
ajlm-2027	9	4	management	management	NOUN
ajlm-2027	9	5	systems	system	NOUN
ajlm-2027	9	6	like	like	ADP
ajlm-2027	9	7	electronic	electronic	ADJ
ajlm-2027	9	8	gatekeeping	gatekeeping	NOUN
ajlm-2027	9	9	(	(	PUNCT
ajlm-2027	9	10	egk	egk	NOUN
ajlm-2027	9	11	)	)	PUNCT
ajlm-2027	9	12	has	have	AUX
ajlm-2027	9	13	reportedly	reportedly	ADV
ajlm-2027	9	14	decreased	decrease	VERB
ajlm-2027	9	15	test	test	NOUN
ajlm-2027	9	16	requests	request	NOUN
ajlm-2027	9	17	.	.	PUNCT
ajlm-2027	10	1	objective	objective	NOUN
ajlm-2027	10	2	:	:	PUNCT
ajlm-2027	10	3	this	this	DET
ajlm-2027	10	4	study	study	NOUN
ajlm-2027	10	5	aimed	aim	VERB
ajlm-2027	10	6	to	to	PART
ajlm-2027	10	7	describe	describe	VERB
ajlm-2027	10	8	the	the	DET
ajlm-2027	10	9	appropriateness	appropriateness	NOUN
ajlm-2027	10	10	of	of	ADP
ajlm-2027	10	11	tumour	tumour	NOUN
ajlm-2027	10	12	marker	marker	NOUN
ajlm-2027	10	13	tests	test	NOUN
ajlm-2027	10	14	,	,	PUNCT
ajlm-2027	10	15	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	10	16	antigen	antigen	NOUN
ajlm-2027	10	17	,	,	PUNCT
ajlm-2027	10	18	alpha	alpha	ADJ
ajlm-2027	10	19	foetal	foetal	ADJ
ajlm-2027	10	20	protein	protein	NOUN
ajlm-2027	10	21	,	,	PUNCT
ajlm-2027	10	22	prostate	prostate	NOUN
ajlm-2027	10	23	-	-	PUNCT
ajlm-2027	10	24	specific	specific	ADJ
ajlm-2027	10	25	antigen	antigen	NOUN
ajlm-2027	10	26	,	,	PUNCT
ajlm-2027	10	27	carbohydrate	carbohydrate	VERB
ajlm-2027	10	28	antigen	antigen	ADV
ajlm-2027	10	29	19	19	NUM
ajlm-2027	10	30	-	-	SYM
ajlm-2027	10	31	9	9	NUM
ajlm-2027	10	32	,	,	PUNCT
ajlm-2027	10	33	cancer	cancer	NOUN
ajlm-2027	10	34	antigen	antigen	ADP
ajlm-2027	10	35	15	15	NUM
ajlm-2027	10	36	-	-	SYM
ajlm-2027	10	37	3	3	NUM
ajlm-2027	10	38	,	,	PUNCT
ajlm-2027	10	39	cancer	cancer	NOUN
ajlm-2027	10	40	antigen	antigen	NOUN
ajlm-2027	10	41	125	125	NUM
ajlm-2027	10	42	,	,	PUNCT
ajlm-2027	10	43	and	and	CCONJ
ajlm-2027	10	44	human	human	ADJ
ajlm-2027	10	45	chorionic	chorionic	ADJ
ajlm-2027	10	46	gonadotropin	gonadotropin	NOUN
ajlm-2027	10	47	,	,	PUNCT
ajlm-2027	10	48	and	and	CCONJ
ajlm-2027	10	49	determine	determine	VERB
ajlm-2027	10	50	the	the	DET
ajlm-2027	10	51	effectiveness	effectiveness	NOUN
ajlm-2027	10	52	of	of	ADP
ajlm-2027	10	53	the	the	DET
ajlm-2027	10	54	egk	egk	NOUN
ajlm-2027	10	55	used	use	VERB
ajlm-2027	10	56	in	in	ADP
ajlm-2027	10	57	the	the	DET
ajlm-2027	10	58	public	public	ADJ
ajlm-2027	10	59	health	health	NOUN
ajlm-2027	10	60	sector	sector	NOUN
ajlm-2027	10	61	in	in	ADP
ajlm-2027	10	62	kwazulu	kwazulu	PROPN
ajlm-2027	10	63	-	-	PUNCT
ajlm-2027	10	64	natal	natal	ADJ
ajlm-2027	10	65	,	,	PUNCT
ajlm-2027	10	66	south	south	PROPN
ajlm-2027	10	67	africa	africa	PROPN
ajlm-2027	10	68	.	.	PUNCT
ajlm-2027	11	1	methods	method	NOUN
ajlm-2027	11	2	:	:	PUNCT
ajlm-2027	11	3	tumour	tumour	NOUN
ajlm-2027	11	4	marker	marker	NOUN
ajlm-2027	11	5	test	test	NOUN
ajlm-2027	11	6	data	datum	NOUN
ajlm-2027	11	7	for	for	ADP
ajlm-2027	11	8	the	the	DET
ajlm-2027	11	9	kwazulu	kwazulu	VERB
ajlm-2027	11	10	-	-	PUNCT
ajlm-2027	11	11	natal	natal	ADJ
ajlm-2027	11	12	province	province	NOUN
ajlm-2027	11	13	were	be	AUX
ajlm-2027	11	14	extracted	extract	VERB
ajlm-2027	11	15	from	from	ADP
ajlm-2027	11	16	the	the	DET
ajlm-2027	11	17	national	national	PROPN
ajlm-2027	11	18	health	health	PROPN
ajlm-2027	11	19	laboratory	laboratory	PROPN
ajlm-2027	11	20	service	service	PROPN
ajlm-2027	11	21	central	central	ADJ
ajlm-2027	11	22	data	datum	NOUN
ajlm-2027	11	23	warehouse	warehouse	NOUN
ajlm-2027	11	24	for	for	ADP
ajlm-2027	11	25	01	01	NUM
ajlm-2027	11	26	january	january	PROPN
ajlm-2027	11	27	2017	2017	NUM
ajlm-2027	11	28	–	–	PUNCT
ajlm-2027	11	29	30	30	NUM
ajlm-2027	11	30	june	june	PROPN
ajlm-2027	11	31	2017	2017	NUM
ajlm-2027	11	32	(	(	PUNCT
ajlm-2027	11	33	pre	pre	ADJ
ajlm-2027	11	34	-	-	ADJ
ajlm-2027	11	35	egk	egk	ADJ
ajlm-2027	11	36	)	)	PUNCT
ajlm-2027	11	37	and	and	CCONJ
ajlm-2027	11	38	01	01	NUM
ajlm-2027	11	39	january	january	PROPN
ajlm-2027	11	40	2018	2018	NUM
ajlm-2027	11	41	–	–	PUNCT
ajlm-2027	11	42	30	30	NUM
ajlm-2027	11	43	june	june	PROPN
ajlm-2027	11	44	2018	2018	NUM
ajlm-2027	11	45	(	(	PUNCT
ajlm-2027	11	46	post	post	ADJ
ajlm-2027	11	47	-	-	ADJ
ajlm-2027	11	48	egk	egk	ADJ
ajlm-2027	11	49	implementation	implementation	NOUN
ajlm-2027	11	50	)	)	PUNCT
ajlm-2027	11	51	.	.	PUNCT
ajlm-2027	12	1	questionnaires	questionnaire	NOUN
ajlm-2027	12	2	were	be	AUX
ajlm-2027	12	3	sent	send	VERB
ajlm-2027	12	4	to	to	ADP
ajlm-2027	12	5	the	the	DET
ajlm-2027	12	6	clinicians	clinician	NOUN
ajlm-2027	12	7	in	in	ADP
ajlm-2027	12	8	the	the	DET
ajlm-2027	12	9	regional	regional	ADJ
ajlm-2027	12	10	hospitals	hospital	NOUN
ajlm-2027	12	11	ordering	order	VERB
ajlm-2027	12	12	the	the	DET
ajlm-2027	12	13	most	most	ADJ
ajlm-2027	12	14	tumour	tumour	NOUN
ajlm-2027	12	15	marker	marker	NOUN
ajlm-2027	12	16	tests	test	NOUN
ajlm-2027	12	17	to	to	PART
ajlm-2027	12	18	assess	assess	VERB
ajlm-2027	12	19	ordering	ordering	NOUN
ajlm-2027	12	20	practices	practice	NOUN
ajlm-2027	12	21	.	.	PUNCT
ajlm-2027	13	1	in	in	ADP
ajlm-2027	13	2	addition	addition	NOUN
ajlm-2027	13	3	,	,	PUNCT
ajlm-2027	13	4	we	we	PRON
ajlm-2027	13	5	assessed	assess	VERB
ajlm-2027	13	6	monthly	monthly	ADJ
ajlm-2027	13	7	rejection	rejection	NOUN
ajlm-2027	13	8	reports	report	NOUN
ajlm-2027	13	9	to	to	PART
ajlm-2027	13	10	determine	determine	VERB
ajlm-2027	13	11	the	the	DET
ajlm-2027	13	12	effect	effect	NOUN
ajlm-2027	13	13	of	of	ADP
ajlm-2027	13	14	the	the	DET
ajlm-2027	13	15	egk	egk	NOUN
ajlm-2027	13	16	.	.	PUNCT
ajlm-2027	14	1	results	result	NOUN
ajlm-2027	14	2	:	:	PUNCT
ajlm-2027	14	3	the	the	DET
ajlm-2027	14	4	egk	egk	ADJ
ajlm-2027	14	5	minimally	minimally	ADV
ajlm-2027	14	6	reduced	reduce	VERB
ajlm-2027	14	7	tumour	tumour	NOUN
ajlm-2027	14	8	marker	marker	NOUN
ajlm-2027	14	9	requests	request	NOUN
ajlm-2027	14	10	or	or	CCONJ
ajlm-2027	14	11	associated	associate	VERB
ajlm-2027	14	12	costs	cost	NOUN
ajlm-2027	14	13	(	(	PUNCT
ajlm-2027	14	14	1.4	1.4	NUM
ajlm-2027	14	15	%	%	NOUN
ajlm-2027	14	16	average	average	ADJ
ajlm-2027	14	17	egk	egk	ADJ
ajlm-2027	14	18	rejection	rejection	NOUN
ajlm-2027	14	19	rate	rate	NOUN
ajlm-2027	14	20	)	)	PUNCT
ajlm-2027	14	21	.	.	PUNCT
ajlm-2027	15	1	an	an	DET
ajlm-2027	15	2	overall	overall	ADJ
ajlm-2027	15	3	18	18	NUM
ajlm-2027	15	4	%	%	NOUN
ajlm-2027	15	5	increase	increase	NOUN
ajlm-2027	15	6	in	in	ADP
ajlm-2027	15	7	the	the	DET
ajlm-2027	15	8	tumour	tumour	NOUN
ajlm-2027	15	9	marker	marker	NOUN
ajlm-2027	15	10	tests	test	NOUN
ajlm-2027	15	11	occurred	occur	VERB
ajlm-2027	15	12	in	in	ADP
ajlm-2027	15	13	2018	2018	NUM
ajlm-2027	15	14	.	.	PUNCT
ajlm-2027	16	1	the	the	DET
ajlm-2027	16	2	data	datum	NOUN
ajlm-2027	16	3	suggest	suggest	VERB
ajlm-2027	16	4	inappropriate	inappropriate	ADJ
ajlm-2027	16	5	tumour	tumour	NOUN
ajlm-2027	16	6	marker	marker	NOUN
ajlm-2027	16	7	test	test	NOUN
ajlm-2027	16	8	utilisation	utilisation	NOUN
ajlm-2027	16	9	,	,	PUNCT
ajlm-2027	16	10	particularly	particularly	ADV
ajlm-2027	16	11	for	for	ADP
ajlm-2027	16	12	screening	screen	VERB
ajlm-2027	16	13	.	.	PUNCT
ajlm-2027	17	1	conclusion	conclusion	NOUN
ajlm-2027	17	2	:	:	PUNCT
ajlm-2027	17	3	the	the	DET
ajlm-2027	17	4	introduction	introduction	NOUN
ajlm-2027	17	5	of	of	ADP
ajlm-2027	17	6	egk	egk	NOUN
ajlm-2027	17	7	as	as	ADP
ajlm-2027	17	8	a	a	DET
ajlm-2027	17	9	test	test	NOUN
ajlm-2027	17	10	demand	demand	NOUN
ajlm-2027	17	11	management	management	NOUN
ajlm-2027	17	12	had	have	VERB
ajlm-2027	17	13	little	little	ADJ
ajlm-2027	17	14	impact	impact	NOUN
ajlm-2027	17	15	on	on	ADP
ajlm-2027	17	16	tumour	tumour	NOUN
ajlm-2027	17	17	marker	marker	NOUN
ajlm-2027	17	18	test	test	NOUN
ajlm-2027	17	19	requests	request	NOUN
ajlm-2027	17	20	and	and	CCONJ
ajlm-2027	17	21	costs	cost	NOUN
ajlm-2027	17	22	.	.	PUNCT
ajlm-2027	18	1	continuous	continuous	ADJ
ajlm-2027	18	2	education	education	NOUN
ajlm-2027	18	3	and	and	CCONJ
ajlm-2027	18	4	reiteration	reiteration	NOUN
ajlm-2027	18	5	of	of	ADP
ajlm-2027	18	6	indications	indication	NOUN
ajlm-2027	18	7	for	for	ADP
ajlm-2027	18	8	tumour	tumour	NOUN
ajlm-2027	18	9	marker	marker	NOUN
ajlm-2027	18	10	test	test	NOUN
ajlm-2027	18	11	use	use	NOUN
ajlm-2027	18	12	are	be	AUX
ajlm-2027	18	13	required	require	VERB
ajlm-2027	18	14	.	.	PUNCT
ajlm-2027	19	1	what	what	PRON
ajlm-2027	19	2	this	this	DET
ajlm-2027	19	3	study	study	NOUN
ajlm-2027	19	4	adds	add	VERB
ajlm-2027	19	5	:	:	PUNCT
ajlm-2027	19	6	this	this	DET
ajlm-2027	19	7	study	study	NOUN
ajlm-2027	19	8	demonstrates	demonstrate	VERB
ajlm-2027	19	9	the	the	DET
ajlm-2027	19	10	ineffectiveness	ineffectiveness	NOUN
ajlm-2027	19	11	of	of	ADP
ajlm-2027	19	12	egk	egk	NOUN
ajlm-2027	19	13	in	in	ADP
ajlm-2027	19	14	tumour	tumour	NOUN
ajlm-2027	19	15	marker	marker	NOUN
ajlm-2027	19	16	orders	order	NOUN
ajlm-2027	19	17	,	,	PUNCT
ajlm-2027	19	18	and	and	CCONJ
ajlm-2027	19	19	provides	provide	VERB
ajlm-2027	19	20	some	some	DET
ajlm-2027	19	21	insight	insight	NOUN
ajlm-2027	19	22	as	as	ADP
ajlm-2027	19	23	to	to	ADP
ajlm-2027	19	24	why	why	SCONJ
ajlm-2027	19	25	these	these	DET
ajlm-2027	19	26	markers	marker	NOUN
ajlm-2027	19	27	are	be	AUX
ajlm-2027	19	28	being	be	AUX
ajlm-2027	19	29	ordered	order	VERB
ajlm-2027	19	30	,	,	PUNCT
ajlm-2027	19	31	which	which	PRON
ajlm-2027	19	32	is	be	AUX
ajlm-2027	19	33	important	important	ADJ
ajlm-2027	19	34	in	in	ADP
ajlm-2027	19	35	trying	try	VERB
ajlm-2027	19	36	to	to	PART
ajlm-2027	19	37	decrease	decrease	VERB
ajlm-2027	19	38	inappropriate	inappropriate	ADJ
ajlm-2027	19	39	ordering	ordering	NOUN
ajlm-2027	19	40	of	of	ADP
ajlm-2027	19	41	these	these	DET
ajlm-2027	19	42	tests	test	NOUN
ajlm-2027	19	43	.	.	PUNCT
ajlm-2027	20	1	keywords	keyword	NOUN
ajlm-2027	20	2	:	:	PUNCT
ajlm-2027	20	3	tumour	tumour	NOUN
ajlm-2027	20	4	marker	marker	NOUN
ajlm-2027	20	5	;	;	PUNCT
ajlm-2027	20	6	demand	demand	NOUN
ajlm-2027	20	7	management	management	NOUN
ajlm-2027	20	8	;	;	PUNCT
ajlm-2027	20	9	electronic	electronic	ADJ
ajlm-2027	20	10	gatekeeping	gatekeeping	NOUN
ajlm-2027	20	11	;	;	PUNCT
ajlm-2027	20	12	minimum	minimum	ADJ
ajlm-2027	20	13	retesting	retesting	NOUN
ajlm-2027	20	14	interval	interval	NOUN
ajlm-2027	20	15	;	;	PUNCT
ajlm-2027	20	16	cost	cost	NOUN
ajlm-2027	20	17	reduction	reduction	NOUN
ajlm-2027	20	18	.	.	PUNCT
ajlm-2027	21	1	introduction	introduction	NOUN
ajlm-2027	21	2	serum	serum	NOUN
ajlm-2027	21	3	tumour	tumour	NOUN
ajlm-2027	21	4	markers	marker	NOUN
ajlm-2027	21	5	are	be	AUX
ajlm-2027	21	6	biochemical	biochemical	ADJ
ajlm-2027	21	7	markers	marker	NOUN
ajlm-2027	21	8	released	release	VERB
ajlm-2027	21	9	by	by	ADP
ajlm-2027	21	10	tumour	tumour	NOUN
ajlm-2027	21	11	cells	cell	NOUN
ajlm-2027	21	12	directly	directly	ADV
ajlm-2027	21	13	or	or	CCONJ
ajlm-2027	21	14	indirectly	indirectly	ADV
ajlm-2027	21	15	as	as	ADP
ajlm-2027	21	16	a	a	DET
ajlm-2027	21	17	source	source	NOUN
ajlm-2027	21	18	or	or	CCONJ
ajlm-2027	21	19	effect	effect	NOUN
ajlm-2027	21	20	of	of	ADP
ajlm-2027	21	21	malignant	malignant	ADJ
ajlm-2027	21	22	development	development	NOUN
ajlm-2027	21	23	.	.	PUNCT
ajlm-2027	22	1	tumour	tumour	NOUN
ajlm-2027	22	2	markers	marker	NOUN
ajlm-2027	22	3	are	be	AUX
ajlm-2027	22	4	a	a	DET
ajlm-2027	22	5	less	less	ADV
ajlm-2027	22	6	invasive	invasive	ADJ
ajlm-2027	22	7	tool	tool	NOUN
ajlm-2027	22	8	than	than	ADP
ajlm-2027	22	9	a	a	DET
ajlm-2027	22	10	biopsy	biopsy	NOUN
ajlm-2027	22	11	and	and	CCONJ
ajlm-2027	22	12	are	be	AUX
ajlm-2027	22	13	used	use	VERB
ajlm-2027	22	14	to	to	PART
ajlm-2027	22	15	increase	increase	VERB
ajlm-2027	22	16	or	or	CCONJ
ajlm-2027	22	17	decrease	decrease	VERB
ajlm-2027	22	18	the	the	DET
ajlm-2027	22	19	clinical	clinical	ADJ
ajlm-2027	22	20	suspicion	suspicion	NOUN
ajlm-2027	22	21	of	of	ADP
ajlm-2027	22	22	a	a	DET
ajlm-2027	22	23	developing	develop	VERB
ajlm-2027	22	24	new	new	ADJ
ajlm-2027	22	25	or	or	CCONJ
ajlm-2027	22	26	secondary	secondary	ADJ
ajlm-2027	22	27	cancer	cancer	NOUN
ajlm-2027	22	28	,	,	PUNCT
ajlm-2027	22	29	detect	detect	VERB
ajlm-2027	22	30	the	the	DET
ajlm-2027	22	31	recurrence	recurrence	NOUN
ajlm-2027	22	32	or	or	CCONJ
ajlm-2027	22	33	progression	progression	NOUN
ajlm-2027	22	34	of	of	ADP
ajlm-2027	22	35	cancer	cancer	NOUN
ajlm-2027	22	36	,	,	PUNCT
ajlm-2027	22	37	monitor	monitor	VERB
ajlm-2027	22	38	response	response	NOUN
ajlm-2027	22	39	to	to	ADP
ajlm-2027	22	40	treatment	treatment	NOUN
ajlm-2027	22	41	,	,	PUNCT
ajlm-2027	22	42	and	and	CCONJ
ajlm-2027	22	43	identify	identify	VERB
ajlm-2027	22	44	a	a	DET
ajlm-2027	22	45	specific	specific	ADJ
ajlm-2027	22	46	therapeutic	therapeutic	ADJ
ajlm-2027	22	47	modality	modality	NOUN
ajlm-2027	22	48	.	.	PUNCT
ajlm-2027	23	1	ideally	ideally	ADV
ajlm-2027	23	2	,	,	PUNCT
ajlm-2027	23	3	requesting	request	VERB
ajlm-2027	23	4	and	and	CCONJ
ajlm-2027	23	5	testing	test	VERB
ajlm-2027	23	6	a	a	DET
ajlm-2027	23	7	tumour	tumour	NOUN
ajlm-2027	23	8	marker	marker	NOUN
ajlm-2027	23	9	should	should	AUX
ajlm-2027	23	10	allow	allow	VERB
ajlm-2027	23	11	for	for	ADP
ajlm-2027	23	12	effective	effective	ADJ
ajlm-2027	23	13	patient	patient	ADJ
ajlm-2027	23	14	management	management	NOUN
ajlm-2027	23	15	,	,	PUNCT
ajlm-2027	23	16	when	when	SCONJ
ajlm-2027	23	17	appropriately	appropriately	ADV
ajlm-2027	23	18	performed	perform	VERB
ajlm-2027	23	19	,	,	PUNCT
ajlm-2027	23	20	and	and	CCONJ
ajlm-2027	23	21	reduce	reduce	VERB
ajlm-2027	23	22	unnecessary	unnecessary	ADJ
ajlm-2027	23	23	redundant	redundant	ADJ
ajlm-2027	23	24	costs.1	costs.1	PROPN
ajlm-2027	23	25	therefore	therefore	ADV
ajlm-2027	23	26	,	,	PUNCT
ajlm-2027	23	27	the	the	DET
ajlm-2027	23	28	measurement	measurement	NOUN
ajlm-2027	23	29	of	of	ADP
ajlm-2027	23	30	non	non	ADJ
ajlm-2027	23	31	-	-	ADJ
ajlm-2027	23	32	invasive	invasive	ADJ
ajlm-2027	23	33	serum	serum	NOUN
ajlm-2027	23	34	tumour	tumour	NOUN
ajlm-2027	23	35	markers	marker	NOUN
ajlm-2027	23	36	has	have	AUX
ajlm-2027	23	37	been	be	AUX
ajlm-2027	23	38	pursued	pursue	VERB
ajlm-2027	23	39	to	to	PART
ajlm-2027	23	40	expedite	expedite	VERB
ajlm-2027	23	41	early	early	ADJ
ajlm-2027	23	42	diagnosis	diagnosis	NOUN
ajlm-2027	23	43	and	and	CCONJ
ajlm-2027	23	44	detection	detection	NOUN
ajlm-2027	23	45	of	of	ADP
ajlm-2027	23	46	cancer	cancer	NOUN
ajlm-2027	23	47	aimed	aim	VERB
ajlm-2027	23	48	at	at	ADP
ajlm-2027	23	49	reducing	reduce	VERB
ajlm-2027	23	50	cancer	cancer	NOUN
ajlm-2027	23	51	morbidity	morbidity	NOUN
ajlm-2027	23	52	and	and	CCONJ
ajlm-2027	23	53	mortality	mortality	NOUN
ajlm-2027	23	54	.	.	PUNCT
ajlm-2027	24	1	however	however	ADV
ajlm-2027	24	2	,	,	PUNCT
ajlm-2027	24	3	the	the	DET
ajlm-2027	24	4	diagnostic	diagnostic	ADJ
ajlm-2027	24	5	sensitivity	sensitivity	NOUN
ajlm-2027	24	6	and	and	CCONJ
ajlm-2027	24	7	specificity	specificity	NOUN
ajlm-2027	24	8	of	of	ADP
ajlm-2027	24	9	most	most	ADV
ajlm-2027	24	10	currently	currently	ADV
ajlm-2027	24	11	available	available	ADJ
ajlm-2027	24	12	serum	serum	NOUN
ajlm-2027	24	13	tumour	tumour	NOUN
ajlm-2027	24	14	markers	marker	NOUN
ajlm-2027	24	15	are	be	AUX
ajlm-2027	24	16	limited.2	limited.2	PROPN
ajlm-2027	24	17	the	the	DET
ajlm-2027	24	18	inappropriate	inappropriate	ADJ
ajlm-2027	24	19	use	use	NOUN
ajlm-2027	24	20	of	of	ADP
ajlm-2027	24	21	serum	serum	NOUN
ajlm-2027	24	22	tumour	tumour	NOUN
ajlm-2027	24	23	markers	marker	NOUN
ajlm-2027	24	24	has	have	AUX
ajlm-2027	24	25	been	be	AUX
ajlm-2027	24	26	reported.3,4,5	reported.3,4,5	NOUN
ajlm-2027	24	27	the	the	DET
ajlm-2027	24	28	improved	improve	VERB
ajlm-2027	24	29	analytical	analytical	ADJ
ajlm-2027	24	30	sensitivity	sensitivity	NOUN
ajlm-2027	24	31	and	and	CCONJ
ajlm-2027	24	32	specificity	specificity	NOUN
ajlm-2027	24	33	of	of	ADP
ajlm-2027	24	34	high	high	ADJ
ajlm-2027	24	35	-	-	PUNCT
ajlm-2027	24	36	output	output	NOUN
ajlm-2027	24	37	automated	automate	VERB
ajlm-2027	24	38	platforms	platform	NOUN
ajlm-2027	24	39	have	have	AUX
ajlm-2027	24	40	increased	increase	VERB
ajlm-2027	24	41	accessibility	accessibility	NOUN
ajlm-2027	24	42	to	to	ADP
ajlm-2027	24	43	the	the	DET
ajlm-2027	24	44	use	use	NOUN
ajlm-2027	24	45	of	of	ADP
ajlm-2027	24	46	tumour	tumour	NOUN
ajlm-2027	24	47	markers	marker	NOUN
ajlm-2027	24	48	and	and	CCONJ
ajlm-2027	24	49	increased	increase	VERB
ajlm-2027	24	50	the	the	DET
ajlm-2027	24	51	use	use	NOUN
ajlm-2027	24	52	of	of	ADP
ajlm-2027	24	53	serum	serum	NOUN
ajlm-2027	24	54	tumour	tumour	NOUN
ajlm-2027	24	55	markers.6	markers.6	PROPN
ajlm-2027	24	56	however	however	ADV
ajlm-2027	24	57	,	,	PUNCT
ajlm-2027	24	58	the	the	DET
ajlm-2027	24	59	progression	progression	NOUN
ajlm-2027	24	60	in	in	ADP
ajlm-2027	24	61	instrumentation	instrumentation	NOUN
ajlm-2027	24	62	has	have	AUX
ajlm-2027	24	63	been	be	AUX
ajlm-2027	24	64	incongruent	incongruent	ADJ
ajlm-2027	24	65	with	with	ADP
ajlm-2027	24	66	the	the	DET
ajlm-2027	24	67	adoption	adoption	NOUN
ajlm-2027	24	68	of	of	ADP
ajlm-2027	24	69	evidence	evidence	NOUN
ajlm-2027	24	70	-	-	PUNCT
ajlm-2027	24	71	based	base	VERB
ajlm-2027	24	72	guidelines	guideline	NOUN
ajlm-2027	24	73	to	to	PART
ajlm-2027	24	74	guide	guide	VERB
ajlm-2027	24	75	the	the	DET
ajlm-2027	24	76	appropriate	appropriate	ADJ
ajlm-2027	24	77	use	use	NOUN
ajlm-2027	24	78	of	of	ADP
ajlm-2027	24	79	tumour	tumour	NOUN
ajlm-2027	24	80	markers.7	markers.7	VERB
ajlm-2027	24	81	the	the	DET
ajlm-2027	24	82	cost	cost	NOUN
ajlm-2027	24	83	of	of	ADP
ajlm-2027	24	84	inappropriate	inappropriate	ADJ
ajlm-2027	24	85	testing	testing	NOUN
ajlm-2027	24	86	of	of	ADP
ajlm-2027	24	87	tumour	tumour	NOUN
ajlm-2027	24	88	markers	marker	NOUN
ajlm-2027	24	89	indirectly	indirectly	ADV
ajlm-2027	24	90	affects	affect	VERB
ajlm-2027	24	91	patient	patient	ADJ
ajlm-2027	24	92	safety	safety	NOUN
ajlm-2027	24	93	,	,	PUNCT
ajlm-2027	24	94	depending	depend	VERB
ajlm-2027	24	95	on	on	ADP
ajlm-2027	24	96	the	the	DET
ajlm-2027	24	97	management	management	NOUN
ajlm-2027	24	98	strategies	strategy	NOUN
ajlm-2027	24	99	initiated	initiate	VERB
ajlm-2027	24	100	based	base	VERB
ajlm-2027	24	101	on	on	ADP
ajlm-2027	24	102	the	the	DET
ajlm-2027	24	103	results	result	NOUN
ajlm-2027	24	104	reported.8	reported.8	PROPN
ajlm-2027	24	105	increased	increase	VERB
ajlm-2027	24	106	healthcare	healthcare	NOUN
ajlm-2027	24	107	costs	cost	NOUN
ajlm-2027	24	108	with	with	ADP
ajlm-2027	24	109	decreased	decrease	VERB
ajlm-2027	24	110	healthcare	healthcare	NOUN
ajlm-2027	24	111	budgets	budget	NOUN
ajlm-2027	24	112	have	have	AUX
ajlm-2027	24	113	forced	force	VERB
ajlm-2027	24	114	laboratories	laboratory	NOUN
ajlm-2027	24	115	to	to	PART
ajlm-2027	24	116	develop	develop	VERB
ajlm-2027	24	117	strategies	strategy	NOUN
ajlm-2027	24	118	to	to	PART
ajlm-2027	24	119	reduce	reduce	VERB
ajlm-2027	24	120	and	and	CCONJ
ajlm-2027	24	121	prevent	prevent	VERB
ajlm-2027	24	122	inappropriate	inappropriate	ADJ
ajlm-2027	24	123	testing.9	testing.9	PROPN
ajlm-2027	24	124	demand	demand	NOUN
ajlm-2027	24	125	management	management	NOUN
ajlm-2027	24	126	is	be	AUX
ajlm-2027	24	127	one	one	NUM
ajlm-2027	24	128	strategy	strategy	NOUN
ajlm-2027	24	129	that	that	PRON
ajlm-2027	24	130	focuses	focus	VERB
ajlm-2027	24	131	on	on	ADP
ajlm-2027	24	132	ensuring	ensure	VERB
ajlm-2027	24	133	appropriate	appropriate	ADJ
ajlm-2027	24	134	requests	request	NOUN
ajlm-2027	24	135	while	while	SCONJ
ajlm-2027	24	136	ensuring	ensure	VERB
ajlm-2027	24	137	quality	quality	NOUN
ajlm-2027	24	138	care	care	NOUN
ajlm-2027	24	139	to	to	ADP
ajlm-2027	24	140	the	the	DET
ajlm-2027	24	141	patient	patient	NOUN
ajlm-2027	24	142	.	.	PUNCT
ajlm-2027	25	1	laboratories	laboratory	NOUN
ajlm-2027	25	2	have	have	AUX
ajlm-2027	25	3	adopted	adopt	VERB
ajlm-2027	25	4	several	several	ADJ
ajlm-2027	25	5	strategies	strategy	NOUN
ajlm-2027	25	6	to	to	PART
ajlm-2027	25	7	limit	limit	VERB
ajlm-2027	25	8	test	test	NOUN
ajlm-2027	25	9	demand	demand	NOUN
ajlm-2027	25	10	,	,	PUNCT
ajlm-2027	25	11	such	such	ADJ
ajlm-2027	25	12	as	as	ADP
ajlm-2027	25	13	requiring	require	VERB
ajlm-2027	25	14	requesting	request	VERB
ajlm-2027	25	15	physicians	physician	NOUN
ajlm-2027	25	16	to	to	PART
ajlm-2027	25	17	have	have	VERB
ajlm-2027	25	18	a	a	DET
ajlm-2027	25	19	predetermined	predetermine	VERB
ajlm-2027	25	20	educational	educational	ADJ
ajlm-2027	25	21	level	level	NOUN
ajlm-2027	25	22	,	,	PUNCT
ajlm-2027	25	23	redesigning	redesign	VERB
ajlm-2027	25	24	test	test	NOUN
ajlm-2027	25	25	request	request	NOUN
ajlm-2027	25	26	forms	form	NOUN
ajlm-2027	25	27	,	,	PUNCT
ajlm-2027	25	28	and	and	CCONJ
ajlm-2027	25	29	physical	physical	ADJ
ajlm-2027	25	30	and	and	CCONJ
ajlm-2027	25	31	electronic	electronic	ADJ
ajlm-2027	25	32	-	-	PUNCT
ajlm-2027	25	33	based	base	VERB
ajlm-2027	25	34	gatekeeping	gatekeeping	NOUN
ajlm-2027	25	35	and	and	CCONJ
ajlm-2027	25	36	reflex	reflex	ADJ
ajlm-2027	25	37	testing.9	testing.9	PROPN
ajlm-2027	25	38	most	most	ADV
ajlm-2027	25	39	serum	serum	VERB
ajlm-2027	25	40	tumour	tumour	NOUN
ajlm-2027	25	41	markers	marker	NOUN
ajlm-2027	25	42	are	be	AUX
ajlm-2027	25	43	not	not	PART
ajlm-2027	25	44	recommended	recommend	VERB
ajlm-2027	25	45	as	as	ADP
ajlm-2027	25	46	first	first	ADJ
ajlm-2027	25	47	-	-	PUNCT
ajlm-2027	25	48	line	line	NOUN
ajlm-2027	25	49	rule	rule	NOUN
ajlm-2027	25	50	-	-	PUNCT
ajlm-2027	25	51	in	in	ADP
ajlm-2027	25	52	or	or	CCONJ
ajlm-2027	25	53	rule	rule	VERB
ajlm-2027	25	54	-	-	PUNCT
ajlm-2027	25	55	out	out	ADP
ajlm-2027	25	56	tests	test	NOUN
ajlm-2027	25	57	for	for	ADP
ajlm-2027	25	58	cancer	cancer	NOUN
ajlm-2027	25	59	,	,	PUNCT
ajlm-2027	25	60	but	but	CCONJ
ajlm-2027	25	61	rather	rather	ADV
ajlm-2027	25	62	for	for	ADP
ajlm-2027	25	63	detecting	detect	VERB
ajlm-2027	25	64	tumour	tumour	NOUN
ajlm-2027	25	65	recurrence	recurrence	NOUN
ajlm-2027	25	66	and	and	CCONJ
ajlm-2027	25	67	monitoring	monitor	VERB
ajlm-2027	25	68	treatment	treatment	NOUN
ajlm-2027	25	69	.	.	PUNCT
ajlm-2027	26	1	thus	thus	ADV
ajlm-2027	26	2	,	,	PUNCT
ajlm-2027	26	3	demand	demand	NOUN
ajlm-2027	26	4	management	management	NOUN
ajlm-2027	26	5	strategies	strategy	NOUN
ajlm-2027	26	6	have	have	AUX
ajlm-2027	26	7	been	be	AUX
ajlm-2027	26	8	developed.9,10	developed.9,10	PROPN
ajlm-2027	26	9	some	some	DET
ajlm-2027	26	10	strategies	strategy	NOUN
ajlm-2027	26	11	have	have	AUX
ajlm-2027	26	12	been	be	AUX
ajlm-2027	26	13	validated	validate	VERB
ajlm-2027	26	14	for	for	ADP
ajlm-2027	26	15	serum	serum	NOUN
ajlm-2027	26	16	tumour	tumour	NOUN
ajlm-2027	26	17	marker	marker	NOUN
ajlm-2027	26	18	testing,11	testing,11	NOUN
ajlm-2027	26	19	such	such	ADJ
ajlm-2027	26	20	as	as	ADP
ajlm-2027	26	21	the	the	DET
ajlm-2027	26	22	minimum	minimum	ADJ
ajlm-2027	26	23	retesting	reteste	VERB
ajlm-2027	26	24	interval	interval	NOUN
ajlm-2027	26	25	(	(	PUNCT
ajlm-2027	26	26	mri	mri	NOUN
ajlm-2027	26	27	)	)	PUNCT
ajlm-2027	26	28	.	.	PUNCT
ajlm-2027	27	1	the	the	DET
ajlm-2027	27	2	mri	mri	NOUN
ajlm-2027	27	3	strategy	strategy	NOUN
ajlm-2027	27	4	stipulates	stipulate	VERB
ajlm-2027	27	5	the	the	DET
ajlm-2027	27	6	minimum	minimum	ADJ
ajlm-2027	27	7	time	time	NOUN
ajlm-2027	27	8	before	before	ADP
ajlm-2027	27	9	repeating	repeat	VERB
ajlm-2027	27	10	a	a	DET
ajlm-2027	27	11	test	test	NOUN
ajlm-2027	27	12	based	base	VERB
ajlm-2027	27	13	on	on	ADP
ajlm-2027	27	14	the	the	DET
ajlm-2027	27	15	test	test	NOUN
ajlm-2027	27	16	’s	’s	PART
ajlm-2027	27	17	properties	property	NOUN
ajlm-2027	27	18	,	,	PUNCT
ajlm-2027	27	19	such	such	ADJ
ajlm-2027	27	20	as	as	ADP
ajlm-2027	27	21	clinical	clinical	ADJ
ajlm-2027	27	22	indication.12,13	indication.12,13	NOUN
ajlm-2027	27	23	the	the	DET
ajlm-2027	27	24	south	south	ADJ
ajlm-2027	27	25	african	african	ADJ
ajlm-2027	27	26	national	national	PROPN
ajlm-2027	27	27	department	department	PROPN
ajlm-2027	27	28	of	of	ADP
ajlm-2027	27	29	health	health	NOUN
ajlm-2027	27	30	,	,	PUNCT
ajlm-2027	27	31	in	in	ADP
ajlm-2027	27	32	conjunction	conjunction	NOUN
ajlm-2027	27	33	with	with	ADP
ajlm-2027	27	34	the	the	DET
ajlm-2027	27	35	national	national	PROPN
ajlm-2027	27	36	health	health	PROPN
ajlm-2027	27	37	laboratory	laboratory	PROPN
ajlm-2027	27	38	service	service	NOUN
ajlm-2027	27	39	,	,	PUNCT
ajlm-2027	27	40	which	which	PRON
ajlm-2027	27	41	serves	serve	VERB
ajlm-2027	27	42	the	the	DET
ajlm-2027	27	43	south	south	PROPN
ajlm-2027	27	44	africa	africa	PROPN
ajlm-2027	27	45	public	public	ADJ
ajlm-2027	27	46	health	health	NOUN
ajlm-2027	27	47	sector	sector	NOUN
ajlm-2027	27	48	facilities	facility	NOUN
ajlm-2027	27	49	,	,	PUNCT
ajlm-2027	27	50	have	have	AUX
ajlm-2027	27	51	used	use	VERB
ajlm-2027	27	52	the	the	DET
ajlm-2027	27	53	mri	mri	NOUN
ajlm-2027	27	54	strategy	strategy	NOUN
ajlm-2027	27	55	,	,	PUNCT
ajlm-2027	27	56	termed	term	VERB
ajlm-2027	27	57	electronic	electronic	ADJ
ajlm-2027	27	58	gatekeeping	gatekeeping	NOUN
ajlm-2027	27	59	(	(	PUNCT
ajlm-2027	27	60	egk	egk	NOUN
ajlm-2027	27	61	)	)	PUNCT
ajlm-2027	27	62	,	,	PUNCT
ajlm-2027	27	63	to	to	PART
ajlm-2027	27	64	manage	manage	VERB
ajlm-2027	27	65	test	test	NOUN
ajlm-2027	27	66	demand	demand	NOUN
ajlm-2027	27	67	since	since	SCONJ
ajlm-2027	27	68	2017	2017	NUM
ajlm-2027	27	69	.	.	PUNCT
ajlm-2027	28	1	electronic	electronic	ADJ
ajlm-2027	28	2	gatekeeping	gatekeeping	NOUN
ajlm-2027	28	3	was	be	AUX
ajlm-2027	28	4	introduced	introduce	VERB
ajlm-2027	28	5	to	to	PART
ajlm-2027	28	6	limit	limit	VERB
ajlm-2027	28	7	healthcare	healthcare	NOUN
ajlm-2027	28	8	spending	spending	NOUN
ajlm-2027	28	9	on	on	ADP
ajlm-2027	28	10	‘	'	PUNCT
ajlm-2027	28	11	unnecessary	unnecessary	ADJ
ajlm-2027	28	12	’	'	PUNCT
ajlm-2027	28	13	laboratory	laboratory	NOUN
ajlm-2027	28	14	investigations	investigation	NOUN
ajlm-2027	28	15	.	.	PUNCT
ajlm-2027	29	1	the	the	DET
ajlm-2027	29	2	criteria	criterion	NOUN
ajlm-2027	29	3	for	for	ADP
ajlm-2027	29	4	selecting	select	VERB
ajlm-2027	29	5	the	the	DET
ajlm-2027	29	6	mri	mri	NOUN
ajlm-2027	29	7	were	be	AUX
ajlm-2027	29	8	based	base	VERB
ajlm-2027	29	9	on	on	ADP
ajlm-2027	29	10	a	a	DET
ajlm-2027	29	11	combination	combination	NOUN
ajlm-2027	29	12	of	of	ADP
ajlm-2027	29	13	literature	literature	NOUN
ajlm-2027	29	14	and	and	CCONJ
ajlm-2027	29	15	consensus	consensus	NOUN
ajlm-2027	29	16	agreement	agreement	NOUN
ajlm-2027	29	17	between	between	ADP
ajlm-2027	29	18	expert	expert	NOUN
ajlm-2027	29	19	clinicians	clinician	NOUN
ajlm-2027	29	20	representing	represent	VERB
ajlm-2027	29	21	the	the	DET
ajlm-2027	29	22	department	department	NOUN
ajlm-2027	29	23	of	of	ADP
ajlm-2027	29	24	health	health	NOUN
ajlm-2027	29	25	in	in	ADP
ajlm-2027	29	26	each	each	DET
ajlm-2027	29	27	region	region	NOUN
ajlm-2027	29	28	,	,	PUNCT
ajlm-2027	29	29	and	and	CCONJ
ajlm-2027	29	30	expert	expert	ADJ
ajlm-2027	29	31	pathologists	pathologist	NOUN
ajlm-2027	29	32	.	.	PUNCT
ajlm-2027	30	1	electronic	electronic	ADJ
ajlm-2027	30	2	gatekeeping	gatekeeping	NOUN
ajlm-2027	30	3	implementation	implementation	NOUN
ajlm-2027	30	4	studies	study	NOUN
ajlm-2027	30	5	have	have	AUX
ajlm-2027	30	6	demonstrated	demonstrate	VERB
ajlm-2027	30	7	that	that	SCONJ
ajlm-2027	30	8	egk	egk	NOUN
ajlm-2027	30	9	is	be	AUX
ajlm-2027	30	10	an	an	DET
ajlm-2027	30	11	effective	effective	ADJ
ajlm-2027	30	12	cost	cost	NOUN
ajlm-2027	30	13	-	-	PUNCT
ajlm-2027	30	14	saving	save	VERB
ajlm-2027	30	15	tool	tool	NOUN
ajlm-2027	30	16	for	for	ADP
ajlm-2027	30	17	several	several	ADJ
ajlm-2027	30	18	laboratory	laboratory	NOUN
ajlm-2027	30	19	tests	test	NOUN
ajlm-2027	30	20	.	.	PUNCT
ajlm-2027	31	1	in	in	ADP
ajlm-2027	31	2	2010	2010	NUM
ajlm-2027	31	3	,	,	PUNCT
ajlm-2027	31	4	tygerberg	tygerberg	PROPN
ajlm-2027	31	5	hospital	hospital	NOUN
ajlm-2027	31	6	management	management	NOUN
ajlm-2027	31	7	and	and	CCONJ
ajlm-2027	31	8	the	the	DET
ajlm-2027	31	9	national	national	PROPN
ajlm-2027	31	10	health	health	PROPN
ajlm-2027	31	11	laboratory	laboratory	PROPN
ajlm-2027	31	12	service	service	NOUN
ajlm-2027	31	13	conducted	conduct	VERB
ajlm-2027	31	14	a	a	DET
ajlm-2027	31	15	pilot	pilot	NOUN
ajlm-2027	31	16	project	project	NOUN
ajlm-2027	31	17	in	in	ADP
ajlm-2027	31	18	cape	cape	NOUN
ajlm-2027	31	19	town	town	NOUN
ajlm-2027	31	20	,	,	PUNCT
ajlm-2027	31	21	south	south	PROPN
ajlm-2027	31	22	africa	africa	PROPN
ajlm-2027	31	23	,	,	PUNCT
ajlm-2027	31	24	to	to	PART
ajlm-2027	31	25	identify	identify	VERB
ajlm-2027	31	26	the	the	DET
ajlm-2027	31	27	number	number	NOUN
ajlm-2027	31	28	of	of	ADP
ajlm-2027	31	29	egk	egk	NOUN
ajlm-2027	31	30	-	-	PUNCT
ajlm-2027	31	31	rejected	reject	VERB
ajlm-2027	31	32	and	and	CCONJ
ajlm-2027	31	33	egk	egk	ADJ
ajlm-2027	31	34	-	-	PUNCT
ajlm-2027	31	35	restored	restore	VERB
ajlm-2027	31	36	(	(	PUNCT
ajlm-2027	31	37	i.e.	i.e.	X
ajlm-2027	31	38	,	,	PUNCT
ajlm-2027	31	39	approved	approve	VERB
ajlm-2027	31	40	for	for	ADP
ajlm-2027	31	41	analysis	analysis	NOUN
ajlm-2027	31	42	)	)	PUNCT
ajlm-2027	31	43	tests	test	NOUN
ajlm-2027	31	44	,	,	PUNCT
ajlm-2027	31	45	the	the	DET
ajlm-2027	31	46	costs	cost	NOUN
ajlm-2027	31	47	saved	save	VERB
ajlm-2027	31	48	,	,	PUNCT
ajlm-2027	31	49	and	and	CCONJ
ajlm-2027	31	50	the	the	DET
ajlm-2027	31	51	impact	impact	NOUN
ajlm-2027	31	52	test	test	NOUN
ajlm-2027	31	53	rejections	rejection	NOUN
ajlm-2027	31	54	.	.	PUNCT
ajlm-2027	32	1	the	the	DET
ajlm-2027	32	2	study	study	NOUN
ajlm-2027	32	3	concluded	conclude	VERB
ajlm-2027	32	4	that	that	SCONJ
ajlm-2027	32	5	the	the	DET
ajlm-2027	32	6	egk	egk	NOUN
ajlm-2027	32	7	was	be	AUX
ajlm-2027	32	8	an	an	DET
ajlm-2027	32	9	effective	effective	ADJ
ajlm-2027	32	10	and	and	CCONJ
ajlm-2027	32	11	sustainable	sustainable	ADJ
ajlm-2027	32	12	demand	demand	NOUN
ajlm-2027	32	13	management	management	NOUN
ajlm-2027	32	14	tool	tool	NOUN
ajlm-2027	32	15	.	.	PUNCT
ajlm-2027	33	1	they	they	PRON
ajlm-2027	33	2	found	find	VERB
ajlm-2027	33	3	that	that	SCONJ
ajlm-2027	33	4	most	most	ADV
ajlm-2027	33	5	rejected	reject	VERB
ajlm-2027	33	6	tests	test	NOUN
ajlm-2027	33	7	were	be	AUX
ajlm-2027	33	8	not	not	PART
ajlm-2027	33	9	restored	restore	VERB
ajlm-2027	33	10	,	,	PUNCT
ajlm-2027	33	11	revealing	reveal	VERB
ajlm-2027	33	12	the	the	DET
ajlm-2027	33	13	inappropriateness	inappropriateness	NOUN
ajlm-2027	33	14	of	of	ADP
ajlm-2027	33	15	those	those	DET
ajlm-2027	33	16	test	test	NOUN
ajlm-2027	33	17	requests	request	NOUN
ajlm-2027	33	18	.	.	PUNCT
ajlm-2027	34	1	the	the	DET
ajlm-2027	34	2	use	use	NOUN
ajlm-2027	34	3	of	of	ADP
ajlm-2027	34	4	egk	egk	ADJ
ajlm-2027	34	5	did	do	AUX
ajlm-2027	34	6	not	not	PART
ajlm-2027	34	7	appear	appear	VERB
ajlm-2027	34	8	to	to	PART
ajlm-2027	34	9	negatively	negatively	ADV
ajlm-2027	34	10	impact	impact	VERB
ajlm-2027	34	11	patient	patient	ADJ
ajlm-2027	34	12	care	care	NOUN
ajlm-2027	34	13	but	but	CCONJ
ajlm-2027	34	14	was	be	AUX
ajlm-2027	34	15	an	an	DET
ajlm-2027	34	16	effective	effective	ADJ
ajlm-2027	34	17	cost	cost	NOUN
ajlm-2027	34	18	-	-	PUNCT
ajlm-2027	34	19	saving	save	VERB
ajlm-2027	34	20	tool.14	tool.14	NOUN
ajlm-2027	34	21	however	however	ADV
ajlm-2027	34	22	,	,	PUNCT
ajlm-2027	34	23	an	an	DET
ajlm-2027	34	24	academic	academic	ADJ
ajlm-2027	34	25	hospital	hospital	NOUN
ajlm-2027	34	26	in	in	ADP
ajlm-2027	34	27	gauteng	gauteng	PROPN
ajlm-2027	34	28	province	province	PROPN
ajlm-2027	34	29	,	,	PUNCT
ajlm-2027	34	30	south	south	PROPN
ajlm-2027	34	31	africa	africa	PROPN
ajlm-2027	34	32	,	,	PUNCT
ajlm-2027	34	33	reported	report	VERB
ajlm-2027	34	34	that	that	SCONJ
ajlm-2027	34	35	egk	egk	ADJ
ajlm-2027	34	36	test	test	NOUN
ajlm-2027	34	37	demand	demand	NOUN
ajlm-2027	34	38	management	management	NOUN
ajlm-2027	34	39	does	do	AUX
ajlm-2027	34	40	not	not	PART
ajlm-2027	34	41	dramatically	dramatically	ADV
ajlm-2027	34	42	influence	influence	VERB
ajlm-2027	34	43	requesting	request	VERB
ajlm-2027	34	44	behaviour	behaviour	NOUN
ajlm-2027	34	45	or	or	CCONJ
ajlm-2027	34	46	save	save	VERB
ajlm-2027	34	47	costs	cost	NOUN
ajlm-2027	34	48	.	.	PUNCT
ajlm-2027	35	1	they	they	PRON
ajlm-2027	35	2	reported	report	VERB
ajlm-2027	35	3	an	an	DET
ajlm-2027	35	4	unchanged	unchanged	ADJ
ajlm-2027	35	5	monthly	monthly	ADJ
ajlm-2027	35	6	percentage	percentage	NOUN
ajlm-2027	35	7	of	of	ADP
ajlm-2027	35	8	egk	egk	NOUN
ajlm-2027	35	9	-	-	PUNCT
ajlm-2027	35	10	held	hold	VERB
ajlm-2027	35	11	tests	test	NOUN
ajlm-2027	35	12	over	over	ADP
ajlm-2027	35	13	a	a	DET
ajlm-2027	35	14	22	22	NUM
ajlm-2027	35	15	-	-	PUNCT
ajlm-2027	35	16	month	month	NOUN
ajlm-2027	35	17	retrospective	retrospective	ADJ
ajlm-2027	35	18	study	study	NOUN
ajlm-2027	35	19	period	period	NOUN
ajlm-2027	35	20	,	,	PUNCT
ajlm-2027	35	21	suggesting	suggest	VERB
ajlm-2027	35	22	that	that	SCONJ
ajlm-2027	35	23	a	a	DET
ajlm-2027	35	24	solitary	solitary	ADJ
ajlm-2027	35	25	demand	demand	NOUN
ajlm-2027	35	26	management	management	NOUN
ajlm-2027	35	27	strategy	strategy	NOUN
ajlm-2027	35	28	is	be	AUX
ajlm-2027	35	29	not	not	PART
ajlm-2027	35	30	as	as	ADV
ajlm-2027	35	31	effective	effective	ADJ
ajlm-2027	35	32	as	as	SCONJ
ajlm-2027	35	33	anticipated	anticipate	VERB
ajlm-2027	35	34	or	or	CCONJ
ajlm-2027	35	35	as	as	SCONJ
ajlm-2027	35	36	demonstrated	demonstrate	VERB
ajlm-2027	35	37	in	in	ADP
ajlm-2027	35	38	other	other	ADJ
ajlm-2027	35	39	studies.15	studies.15	NOUN
ajlm-2027	35	40	both	both	CCONJ
ajlm-2027	35	41	the	the	DET
ajlm-2027	35	42	cape	cape	NOUN
ajlm-2027	35	43	town	town	NOUN
ajlm-2027	35	44	and	and	CCONJ
ajlm-2027	35	45	gauteng	gauteng	PROPN
ajlm-2027	35	46	studies	study	NOUN
ajlm-2027	35	47	only	only	ADV
ajlm-2027	35	48	reviewed	review	VERB
ajlm-2027	35	49	the	the	DET
ajlm-2027	35	50	effect	effect	NOUN
ajlm-2027	35	51	of	of	ADP
ajlm-2027	35	52	routine	routine	ADJ
ajlm-2027	35	53	chemistry	chemistry	NOUN
ajlm-2027	35	54	testing	testing	NOUN
ajlm-2027	35	55	demand	demand	NOUN
ajlm-2027	35	56	,	,	PUNCT
ajlm-2027	35	57	not	not	PART
ajlm-2027	35	58	tumour	tumour	NOUN
ajlm-2027	35	59	marker	marker	NOUN
ajlm-2027	35	60	testing	testing	NOUN
ajlm-2027	35	61	.	.	PUNCT
ajlm-2027	36	1	to	to	ADP
ajlm-2027	36	2	date	date	NOUN
ajlm-2027	36	3	,	,	PUNCT
ajlm-2027	36	4	no	no	DET
ajlm-2027	36	5	study	study	NOUN
ajlm-2027	36	6	has	have	AUX
ajlm-2027	36	7	reviewed	review	VERB
ajlm-2027	36	8	the	the	DET
ajlm-2027	36	9	requesting	request	VERB
ajlm-2027	36	10	nature	nature	NOUN
ajlm-2027	36	11	of	of	ADP
ajlm-2027	36	12	tumour	tumour	NOUN
ajlm-2027	36	13	markers	marker	NOUN
ajlm-2027	36	14	in	in	ADP
ajlm-2027	36	15	the	the	DET
ajlm-2027	36	16	south	south	ADJ
ajlm-2027	36	17	african	african	ADJ
ajlm-2027	36	18	public	public	ADJ
ajlm-2027	36	19	health	health	NOUN
ajlm-2027	36	20	sector	sector	NOUN
ajlm-2027	36	21	.	.	PUNCT
ajlm-2027	37	1	in	in	ADP
ajlm-2027	37	2	the	the	DET
ajlm-2027	37	3	south	south	ADJ
ajlm-2027	37	4	african	african	ADJ
ajlm-2027	37	5	public	public	ADJ
ajlm-2027	37	6	healthcare	healthcare	NOUN
ajlm-2027	37	7	sector	sector	NOUN
ajlm-2027	37	8	,	,	PUNCT
ajlm-2027	37	9	all	all	DET
ajlm-2027	37	10	laboratory	laboratory	NOUN
ajlm-2027	37	11	and	and	CCONJ
ajlm-2027	37	12	other	other	ADJ
ajlm-2027	37	13	diagnostic	diagnostic	ADJ
ajlm-2027	37	14	costs	cost	NOUN
ajlm-2027	37	15	are	be	AUX
ajlm-2027	37	16	borne	bear	VERB
ajlm-2027	37	17	by	by	ADP
ajlm-2027	37	18	the	the	DET
ajlm-2027	37	19	state	state	NOUN
ajlm-2027	37	20	.	.	PUNCT
ajlm-2027	38	1	tumour	tumour	NOUN
ajlm-2027	38	2	markers	marker	NOUN
ajlm-2027	38	3	were	be	AUX
ajlm-2027	38	4	chosen	choose	VERB
ajlm-2027	38	5	as	as	SCONJ
ajlm-2027	38	6	they	they	PRON
ajlm-2027	38	7	are	be	AUX
ajlm-2027	38	8	one	one	NUM
ajlm-2027	38	9	of	of	ADP
ajlm-2027	38	10	the	the	DET
ajlm-2027	38	11	most	most	ADV
ajlm-2027	38	12	highly	highly	ADV
ajlm-2027	38	13	requested	request	VERB
ajlm-2027	38	14	tests	test	NOUN
ajlm-2027	38	15	in	in	ADP
ajlm-2027	38	16	the	the	DET
ajlm-2027	38	17	chemistry	chemistry	NOUN
ajlm-2027	38	18	laboratory	laboratory	NOUN
ajlm-2027	38	19	,	,	PUNCT
ajlm-2027	38	20	are	be	AUX
ajlm-2027	38	21	more	more	ADV
ajlm-2027	38	22	costly	costly	ADJ
ajlm-2027	38	23	to	to	ADP
ajlm-2027	38	24	process	process	NOUN
ajlm-2027	38	25	,	,	PUNCT
ajlm-2027	38	26	and	and	CCONJ
ajlm-2027	38	27	are	be	AUX
ajlm-2027	38	28	thus	thus	ADV
ajlm-2027	38	29	charged	charge	VERB
ajlm-2027	38	30	at	at	ADP
ajlm-2027	38	31	a	a	DET
ajlm-2027	38	32	higher	high	ADJ
ajlm-2027	38	33	rate	rate	NOUN
ajlm-2027	38	34	than	than	ADP
ajlm-2027	38	35	the	the	DET
ajlm-2027	38	36	more	more	ADV
ajlm-2027	38	37	routine	routine	ADJ
ajlm-2027	38	38	general	general	ADJ
ajlm-2027	38	39	chemistry	chemistry	NOUN
ajlm-2027	38	40	testing	testing	NOUN
ajlm-2027	38	41	.	.	PUNCT
ajlm-2027	39	1	at	at	ADP
ajlm-2027	39	2	the	the	DET
ajlm-2027	39	3	time	time	NOUN
ajlm-2027	39	4	of	of	ADP
ajlm-2027	39	5	the	the	DET
ajlm-2027	39	6	study	study	NOUN
ajlm-2027	39	7	,	,	PUNCT
ajlm-2027	39	8	the	the	DET
ajlm-2027	39	9	national	national	PROPN
ajlm-2027	39	10	health	health	PROPN
ajlm-2027	39	11	laboratory	laboratory	PROPN
ajlm-2027	39	12	service	service	PROPN
ajlm-2027	39	13	chemical	chemical	PROPN
ajlm-2027	39	14	pathology	pathology	PROPN
ajlm-2027	39	15	laboratory	laboratory	NOUN
ajlm-2027	39	16	at	at	ADP
ajlm-2027	39	17	laboratory	laboratory	NOUN
ajlm-2027	39	18	a	a	DET
ajlm-2027	39	19	provided	provide	VERB
ajlm-2027	39	20	tumour	tumour	NOUN
ajlm-2027	39	21	marker	marker	NOUN
ajlm-2027	39	22	testing	testing	NOUN
ajlm-2027	39	23	services	service	NOUN
ajlm-2027	39	24	for	for	ADP
ajlm-2027	39	25	most	most	ADJ
ajlm-2027	39	26	patients	patient	NOUN
ajlm-2027	39	27	in	in	ADP
ajlm-2027	39	28	the	the	DET
ajlm-2027	39	29	public	public	ADJ
ajlm-2027	39	30	sector	sector	NOUN
ajlm-2027	39	31	covering	cover	VERB
ajlm-2027	39	32	the	the	DET
ajlm-2027	39	33	entire	entire	ADJ
ajlm-2027	39	34	province	province	NOUN
ajlm-2027	39	35	of	of	ADP
ajlm-2027	39	36	kwazulu	kwazulu	PROPN
ajlm-2027	39	37	-	-	PUNCT
ajlm-2027	39	38	natal	natal	NOUN
ajlm-2027	39	39	,	,	PUNCT
ajlm-2027	39	40	except	except	SCONJ
ajlm-2027	39	41	a	a	DET
ajlm-2027	39	42	more	more	ADV
ajlm-2027	39	43	northern	northern	ADJ
ajlm-2027	39	44	region	region	NOUN
ajlm-2027	39	45	,	,	PUNCT
ajlm-2027	39	46	where	where	SCONJ
ajlm-2027	39	47	testing	testing	NOUN
ajlm-2027	39	48	is	be	AUX
ajlm-2027	39	49	provided	provide	VERB
ajlm-2027	39	50	by	by	ADP
ajlm-2027	39	51	laboratory	laboratory	NOUN
ajlm-2027	39	52	b	b	PROPN
ajlm-2027	39	53	,	,	PUNCT
ajlm-2027	39	54	a	a	DET
ajlm-2027	39	55	national	national	ADJ
ajlm-2027	39	56	health	health	PROPN
ajlm-2027	39	57	laboratory	laboratory	PROPN
ajlm-2027	39	58	service	service	NOUN
ajlm-2027	39	59	laboratory	laboratory	NOUN
ajlm-2027	39	60	,	,	PUNCT
ajlm-2027	39	61	which	which	PRON
ajlm-2027	39	62	provides	provide	VERB
ajlm-2027	39	63	a	a	DET
ajlm-2027	39	64	smaller	small	ADJ
ajlm-2027	39	65	tumour	tumour	NOUN
ajlm-2027	39	66	marker	marker	NOUN
ajlm-2027	39	67	test	test	NOUN
ajlm-2027	39	68	repertoire	repertoire	NOUN
ajlm-2027	39	69	.	.	PUNCT
ajlm-2027	40	1	the	the	DET
ajlm-2027	40	2	serum	serum	NOUN
ajlm-2027	40	3	tumour	tumour	NOUN
ajlm-2027	40	4	markers	marker	NOUN
ajlm-2027	40	5	that	that	PRON
ajlm-2027	40	6	were	be	AUX
ajlm-2027	40	7	assessed	assess	VERB
ajlm-2027	40	8	during	during	ADP
ajlm-2027	40	9	this	this	DET
ajlm-2027	40	10	audit	audit	NOUN
ajlm-2027	40	11	were	be	AUX
ajlm-2027	40	12	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	40	13	antigen	antigen	ADV
ajlm-2027	40	14	,	,	PUNCT
ajlm-2027	40	15	alpha	alpha	ADJ
ajlm-2027	40	16	foetal	foetal	ADJ
ajlm-2027	40	17	protein	protein	NOUN
ajlm-2027	40	18	(	(	PUNCT
ajlm-2027	40	19	afp	afp	NOUN
ajlm-2027	40	20	)	)	PUNCT
ajlm-2027	40	21	,	,	PUNCT
ajlm-2027	40	22	prostate	prostate	NOUN
ajlm-2027	40	23	-	-	PUNCT
ajlm-2027	40	24	specific	specific	ADJ
ajlm-2027	40	25	antigen	antigen	NOUN
ajlm-2027	40	26	(	(	PUNCT
ajlm-2027	40	27	psa	psa	NOUN
ajlm-2027	40	28	)	)	PUNCT
ajlm-2027	40	29	,	,	PUNCT
ajlm-2027	40	30	carbohydrate	carbohydrate	VERB
ajlm-2027	40	31	antigen	antigen	ADV
ajlm-2027	40	32	19	19	NUM
ajlm-2027	40	33	-	-	SYM
ajlm-2027	40	34	9	9	NUM
ajlm-2027	40	35	(	(	PUNCT
ajlm-2027	40	36	ca	ca	NOUN
ajlm-2027	40	37	19	19	NUM
ajlm-2027	40	38	-	-	SYM
ajlm-2027	40	39	9	9	NUM
ajlm-2027	40	40	)	)	PUNCT
ajlm-2027	40	41	,	,	PUNCT
ajlm-2027	40	42	cancer	cancer	NOUN
ajlm-2027	40	43	antigen	antigen	ADP
ajlm-2027	40	44	15	15	NUM
ajlm-2027	40	45	-	-	SYM
ajlm-2027	40	46	3	3	NUM
ajlm-2027	40	47	(	(	PUNCT
ajlm-2027	40	48	ca	ca	NOUN
ajlm-2027	40	49	15	15	NUM
ajlm-2027	40	50	-	-	SYM
ajlm-2027	40	51	3	3	NUM
ajlm-2027	40	52	)	)	PUNCT
ajlm-2027	40	53	,	,	PUNCT
ajlm-2027	40	54	cancer	cancer	NOUN
ajlm-2027	40	55	antigen	antigen	NOUN
ajlm-2027	40	56	125	125	NUM
ajlm-2027	40	57	(	(	PUNCT
ajlm-2027	40	58	ca	ca	NOUN
ajlm-2027	40	59	125	125	NUM
ajlm-2027	40	60	)	)	PUNCT
ajlm-2027	40	61	,	,	PUNCT
ajlm-2027	40	62	and	and	CCONJ
ajlm-2027	40	63	human	human	ADJ
ajlm-2027	40	64	chorionic	chorionic	ADJ
ajlm-2027	40	65	gonadotropin	gonadotropin	NOUN
ajlm-2027	40	66	(	(	PUNCT
ajlm-2027	40	67	hcg	hcg	PROPN
ajlm-2027	40	68	)	)	PUNCT
ajlm-2027	40	69	.	.	PUNCT
ajlm-2027	41	1	disorders	disorder	NOUN
ajlm-2027	41	2	with	with	ADP
ajlm-2027	41	3	high	high	ADJ
ajlm-2027	41	4	afp	afp	NOUN
ajlm-2027	41	5	include	include	VERB
ajlm-2027	41	6	hepatocellular	hepatocellular	ADJ
ajlm-2027	41	7	carcinoma	carcinoma	NOUN
ajlm-2027	41	8	,	,	PUNCT
ajlm-2027	41	9	hepatoblastoma	hepatoblastoma	ADJ
ajlm-2027	41	10	,	,	PUNCT
ajlm-2027	41	11	non	non	ADJ
ajlm-2027	41	12	-	-	ADJ
ajlm-2027	41	13	seminomatous	seminomatous	ADJ
ajlm-2027	41	14	testicular	testicular	NOUN
ajlm-2027	41	15	germ	germ	NOUN
ajlm-2027	41	16	cell	cell	NOUN
ajlm-2027	41	17	tumours	tumour	NOUN
ajlm-2027	41	18	of	of	ADP
ajlm-2027	41	19	the	the	DET
ajlm-2027	41	20	embryonal	embryonal	ADJ
ajlm-2027	41	21	carcinomas	carcinoma	NOUN
ajlm-2027	41	22	,	,	PUNCT
ajlm-2027	41	23	cancers	cancer	NOUN
ajlm-2027	41	24	of	of	ADP
ajlm-2027	41	25	the	the	DET
ajlm-2027	41	26	pancreas	pancrea	NOUN
ajlm-2027	41	27	,	,	PUNCT
ajlm-2027	41	28	lung	lung	NOUN
ajlm-2027	41	29	,	,	PUNCT
ajlm-2027	41	30	and	and	CCONJ
ajlm-2027	41	31	gastric	gastric	ADJ
ajlm-2027	41	32	,	,	PUNCT
ajlm-2027	41	33	and	and	CCONJ
ajlm-2027	41	34	non	non	ADJ
ajlm-2027	41	35	-	-	ADJ
ajlm-2027	41	36	malignant	malignant	ADJ
ajlm-2027	41	37	processes	process	NOUN
ajlm-2027	41	38	such	such	ADJ
ajlm-2027	41	39	as	as	ADP
ajlm-2027	41	40	acute	acute	ADJ
ajlm-2027	41	41	viral	viral	ADJ
ajlm-2027	41	42	hepatitis	hepatitis	NOUN
ajlm-2027	41	43	,	,	PUNCT
ajlm-2027	41	44	liver	liver	NOUN
ajlm-2027	41	45	cirrhosis	cirrhosis	NOUN
ajlm-2027	41	46	,	,	PUNCT
ajlm-2027	41	47	and	and	CCONJ
ajlm-2027	41	48	obstructive	obstructive	ADJ
ajlm-2027	41	49	jaundice.2,16,17	jaundice.2,16,17	NOUN
ajlm-2027	41	50	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	41	51	antigen	antigen	NOUN
ajlm-2027	41	52	is	be	AUX
ajlm-2027	41	53	a	a	DET
ajlm-2027	41	54	tumour	tumour	NOUN
ajlm-2027	41	55	marker	marker	NOUN
ajlm-2027	41	56	for	for	ADP
ajlm-2027	41	57	gastrointestinal	gastrointestinal	ADJ
ajlm-2027	41	58	cancers	cancer	NOUN
ajlm-2027	41	59	,	,	PUNCT
ajlm-2027	41	60	but	but	CCONJ
ajlm-2027	41	61	it	it	PRON
ajlm-2027	41	62	is	be	AUX
ajlm-2027	41	63	also	also	ADV
ajlm-2027	41	64	elevated	elevate	VERB
ajlm-2027	41	65	in	in	ADP
ajlm-2027	41	66	breast	breast	NOUN
ajlm-2027	41	67	,	,	PUNCT
ajlm-2027	41	68	lung	lung	NOUN
ajlm-2027	41	69	and	and	CCONJ
ajlm-2027	41	70	liver	liver	NOUN
ajlm-2027	41	71	cancers	cancer	NOUN
ajlm-2027	41	72	,	,	PUNCT
ajlm-2027	41	73	and	and	CCONJ
ajlm-2027	41	74	non	non	ADJ
ajlm-2027	41	75	-	-	ADJ
ajlm-2027	41	76	malignant	malignant	ADJ
ajlm-2027	41	77	conditions	condition	NOUN
ajlm-2027	41	78	like	like	ADP
ajlm-2027	41	79	heavy	heavy	ADJ
ajlm-2027	41	80	smoking	smoking	NOUN
ajlm-2027	41	81	,	,	PUNCT
ajlm-2027	41	82	bronchitis	bronchitis	NOUN
ajlm-2027	41	83	,	,	PUNCT
ajlm-2027	41	84	gastritis	gastritis	NOUN
ajlm-2027	41	85	,	,	PUNCT
ajlm-2027	41	86	duodenal	duodenal	ADJ
ajlm-2027	41	87	ulcer	ulcer	NOUN
ajlm-2027	41	88	,	,	PUNCT
ajlm-2027	41	89	liver	liver	NOUN
ajlm-2027	41	90	diseases	disease	NOUN
ajlm-2027	41	91	,	,	PUNCT
ajlm-2027	41	92	pancreatitis	pancreatitis	NOUN
ajlm-2027	41	93	,	,	PUNCT
ajlm-2027	41	94	and	and	CCONJ
ajlm-2027	41	95	colorectal	colorectal	ADJ
ajlm-2027	41	96	polyposis.16,18	polyposis.16,18	NOUN
ajlm-2027	41	97	human	human	PROPN
ajlm-2027	41	98	chorionic	chorionic	ADJ
ajlm-2027	41	99	gonadotropin	gonadotropin	NOUN
ajlm-2027	41	100	is	be	AUX
ajlm-2027	41	101	produced	produce	VERB
ajlm-2027	41	102	by	by	ADP
ajlm-2027	41	103	embryonal	embryonal	ADJ
ajlm-2027	41	104	tissue1	tissue1	NOUN
ajlm-2027	41	105	but	but	CCONJ
ajlm-2027	41	106	is	be	AUX
ajlm-2027	41	107	used	use	VERB
ajlm-2027	41	108	as	as	ADP
ajlm-2027	41	109	a	a	DET
ajlm-2027	41	110	tumour	tumour	NOUN
ajlm-2027	41	111	marker	marker	NOUN
ajlm-2027	41	112	in	in	ADP
ajlm-2027	41	113	seminomatous	seminomatous	ADJ
ajlm-2027	41	114	and	and	CCONJ
ajlm-2027	41	115	non	non	ADJ
ajlm-2027	41	116	-	-	ADJ
ajlm-2027	41	117	seminomatous	seminomatous	ADJ
ajlm-2027	41	118	testicular	testicular	NOUN
ajlm-2027	41	119	tumours	tumour	NOUN
ajlm-2027	41	120	,	,	PUNCT
ajlm-2027	41	121	ovarian	ovarian	ADJ
ajlm-2027	41	122	germ	germ	NOUN
ajlm-2027	41	123	cell	cell	NOUN
ajlm-2027	41	124	tumours	tumour	NOUN
ajlm-2027	41	125	,	,	PUNCT
ajlm-2027	41	126	the	the	DET
ajlm-2027	41	127	gestational	gestational	ADJ
ajlm-2027	41	128	hydatid	hydatid	NOUN
ajlm-2027	41	129	form	form	NOUN
ajlm-2027	41	130	mole	mole	NOUN
ajlm-2027	41	131	,	,	PUNCT
ajlm-2027	41	132	choriocarcinoma	choriocarcinoma	NOUN
ajlm-2027	41	133	,	,	PUNCT
ajlm-2027	41	134	and	and	CCONJ
ajlm-2027	41	135	non	non	ADJ
ajlm-2027	41	136	-	-	ADJ
ajlm-2027	41	137	testicular	testicular	ADJ
ajlm-2027	41	138	teratomas.19	teratomas.19	NOUN
ajlm-2027	41	139	carbohydrate	carbohydrate	VERB
ajlm-2027	41	140	antigen	antigen	ADV
ajlm-2027	41	141	19	19	NUM
ajlm-2027	41	142	-	-	SYM
ajlm-2027	41	143	9	9	NUM
ajlm-2027	41	144	is	be	AUX
ajlm-2027	41	145	normally	normally	ADV
ajlm-2027	41	146	synthesised	synthesise	VERB
ajlm-2027	41	147	by	by	ADP
ajlm-2027	41	148	the	the	DET
ajlm-2027	41	149	pancreas	pancrea	NOUN
ajlm-2027	41	150	,	,	PUNCT
ajlm-2027	41	151	biliary	biliary	ADJ
ajlm-2027	41	152	ductal	ductal	ADJ
ajlm-2027	41	153	cells	cell	NOUN
ajlm-2027	41	154	,	,	PUNCT
ajlm-2027	41	155	gastric	gastric	ADJ
ajlm-2027	41	156	,	,	PUNCT
ajlm-2027	41	157	colon	colon	NOUN
ajlm-2027	41	158	,	,	PUNCT
ajlm-2027	41	159	and	and	CCONJ
ajlm-2027	41	160	endometrial	endometrial	ADJ
ajlm-2027	41	161	and	and	CCONJ
ajlm-2027	41	162	salivary	salivary	ADJ
ajlm-2027	41	163	epithelia	epithelium	NOUN
ajlm-2027	41	164	.	.	PUNCT
ajlm-2027	42	1	it	it	PRON
ajlm-2027	42	2	is	be	AUX
ajlm-2027	42	3	mainly	mainly	ADV
ajlm-2027	42	4	used	use	VERB
ajlm-2027	42	5	to	to	PART
ajlm-2027	42	6	prognosticate	prognosticate	VERB
ajlm-2027	42	7	and	and	CCONJ
ajlm-2027	42	8	monitor	monitor	VERB
ajlm-2027	42	9	response	response	NOUN
ajlm-2027	42	10	to	to	ADP
ajlm-2027	42	11	interventions	intervention	NOUN
ajlm-2027	42	12	in	in	ADP
ajlm-2027	42	13	patients	patient	NOUN
ajlm-2027	42	14	with	with	ADP
ajlm-2027	42	15	pancreatic	pancreatic	ADJ
ajlm-2027	42	16	and	and	CCONJ
ajlm-2027	42	17	gastrointestinal	gastrointestinal	ADJ
ajlm-2027	42	18	cancer.1	cancer.1	NOUN
ajlm-2027	42	19	increased	increase	VERB
ajlm-2027	42	20	ca	ca	NOUN
ajlm-2027	42	21	125	125	NUM
ajlm-2027	42	22	values	value	NOUN
ajlm-2027	42	23	most	most	ADV
ajlm-2027	42	24	often	often	ADV
ajlm-2027	42	25	are	be	AUX
ajlm-2027	42	26	associated	associate	VERB
ajlm-2027	42	27	with	with	ADP
ajlm-2027	42	28	epithelial	epithelial	ADJ
ajlm-2027	42	29	ovarian	ovarian	ADJ
ajlm-2027	42	30	cancer	cancer	NOUN
ajlm-2027	42	31	,	,	PUNCT
ajlm-2027	42	32	although	although	SCONJ
ajlm-2027	42	33	levels	level	NOUN
ajlm-2027	42	34	can	can	AUX
ajlm-2027	42	35	also	also	ADV
ajlm-2027	42	36	be	be	AUX
ajlm-2027	42	37	increased	increase	VERB
ajlm-2027	42	38	in	in	ADP
ajlm-2027	42	39	other	other	ADJ
ajlm-2027	42	40	malignancies	malignancy	NOUN
ajlm-2027	42	41	,	,	PUNCT
ajlm-2027	42	42	such	such	ADJ
ajlm-2027	42	43	as	as	ADP
ajlm-2027	42	44	breast	breast	NOUN
ajlm-2027	42	45	,	,	PUNCT
ajlm-2027	42	46	endometrial	endometrial	ADJ
ajlm-2027	42	47	,	,	PUNCT
ajlm-2027	42	48	cervix	cervix	NOUN
ajlm-2027	42	49	,	,	PUNCT
ajlm-2027	42	50	peritoneal	peritoneal	ADJ
ajlm-2027	42	51	,	,	PUNCT
ajlm-2027	42	52	uterus	uterus	NOUN
ajlm-2027	42	53	,	,	PUNCT
ajlm-2027	42	54	lung	lung	NOUN
ajlm-2027	42	55	,	,	PUNCT
ajlm-2027	42	56	pancreas	pancrea	NOUN
ajlm-2027	42	57	,	,	PUNCT
ajlm-2027	42	58	hepatocellular	hepatocellular	ADJ
ajlm-2027	42	59	and	and	CCONJ
ajlm-2027	42	60	non	non	ADJ
ajlm-2027	42	61	-	-	ADJ
ajlm-2027	42	62	hodgkin	hodgkin	ADJ
ajlm-2027	42	63	’s	’s	PART
ajlm-2027	42	64	lymphoma	lymphoma	NOUN
ajlm-2027	42	65	and	and	CCONJ
ajlm-2027	42	66	multiple	multiple	ADJ
ajlm-2027	42	67	benign	benign	ADJ
ajlm-2027	42	68	disorders	disorder	NOUN
ajlm-2027	42	69	,	,	PUNCT
ajlm-2027	42	70	which	which	PRON
ajlm-2027	42	71	include	include	VERB
ajlm-2027	42	72	pregnancy	pregnancy	NOUN
ajlm-2027	42	73	,	,	PUNCT
ajlm-2027	42	74	endometriosis	endometriosis	NOUN
ajlm-2027	42	75	,	,	PUNCT
ajlm-2027	42	76	uterine	uterine	ADJ
ajlm-2027	42	77	fibroids	fibroid	NOUN
ajlm-2027	42	78	,	,	PUNCT
ajlm-2027	42	79	pancreatitis	pancreatitis	PROPN
ajlm-2027	42	80	,	,	PUNCT
ajlm-2027	42	81	normal	normal	ADJ
ajlm-2027	42	82	menstruation	menstruation	NOUN
ajlm-2027	42	83	,	,	PUNCT
ajlm-2027	42	84	pelvic	pelvic	ADJ
ajlm-2027	42	85	inflammatory	inflammatory	ADJ
ajlm-2027	42	86	disease	disease	NOUN
ajlm-2027	42	87	,	,	PUNCT
ajlm-2027	42	88	and	and	CCONJ
ajlm-2027	42	89	cirrhosis	cirrhosis	NOUN
ajlm-2027	42	90	of	of	ADP
ajlm-2027	42	91	the	the	DET
ajlm-2027	42	92	liver.1	liver.1	NOUN
ajlm-2027	42	93	cancer	cancer	NOUN
ajlm-2027	42	94	antigen	antigen	ADP
ajlm-2027	42	95	15	15	NUM
ajlm-2027	42	96	-	-	SYM
ajlm-2027	42	97	3	3	NUM
ajlm-2027	42	98	levels	level	NOUN
ajlm-2027	42	99	have	have	AUX
ajlm-2027	42	100	been	be	AUX
ajlm-2027	42	101	reported	report	VERB
ajlm-2027	42	102	to	to	PART
ajlm-2027	42	103	be	be	AUX
ajlm-2027	42	104	useful	useful	ADJ
ajlm-2027	42	105	to	to	PART
ajlm-2027	42	106	prognosticate	prognosticate	VERB
ajlm-2027	42	107	in	in	ADP
ajlm-2027	42	108	breast	breast	NOUN
ajlm-2027	42	109	cancer	cancer	NOUN
ajlm-2027	42	110	patients,20	patients,20	NOUN
ajlm-2027	42	111	but	but	CCONJ
ajlm-2027	42	112	elevations	elevation	NOUN
ajlm-2027	42	113	of	of	ADP
ajlm-2027	42	114	ca	ca	NOUN
ajlm-2027	42	115	15	15	NUM
ajlm-2027	42	116	-	-	SYM
ajlm-2027	42	117	3	3	NUM
ajlm-2027	42	118	levels	level	NOUN
ajlm-2027	42	119	are	be	AUX
ajlm-2027	42	120	also	also	ADV
ajlm-2027	42	121	seen	see	VERB
ajlm-2027	42	122	in	in	ADP
ajlm-2027	42	123	other	other	ADJ
ajlm-2027	42	124	malignancies	malignancy	NOUN
ajlm-2027	42	125	,	,	PUNCT
ajlm-2027	42	126	including	include	VERB
ajlm-2027	42	127	pancreatic	pancreatic	NOUN
ajlm-2027	42	128	,	,	PUNCT
ajlm-2027	42	129	lung	lung	NOUN
ajlm-2027	42	130	,	,	PUNCT
ajlm-2027	42	131	ovarian	ovarian	ADJ
ajlm-2027	42	132	,	,	PUNCT
ajlm-2027	42	133	colon	colon	NOUN
ajlm-2027	42	134	,	,	PUNCT
ajlm-2027	42	135	and	and	CCONJ
ajlm-2027	42	136	liver	liver	NOUN
ajlm-2027	42	137	cancer	cancer	NOUN
ajlm-2027	42	138	as	as	ADV
ajlm-2027	42	139	well	well	ADV
ajlm-2027	42	140	as	as	ADP
ajlm-2027	42	141	benign	benign	ADJ
ajlm-2027	42	142	breast	breast	NOUN
ajlm-2027	42	143	and	and	CCONJ
ajlm-2027	42	144	liver	liver	NOUN
ajlm-2027	42	145	conditions.1	conditions.1	NOUN
ajlm-2027	42	146	prostate	prostate	NOUN
ajlm-2027	42	147	-	-	PUNCT
ajlm-2027	42	148	specific	specific	ADJ
ajlm-2027	42	149	antigen	antigen	ADJ
ajlm-2027	42	150	aids	aid	NOUN
ajlm-2027	42	151	in	in	ADP
ajlm-2027	42	152	the	the	DET
ajlm-2027	42	153	diagnosis	diagnosis	NOUN
ajlm-2027	42	154	,	,	PUNCT
ajlm-2027	42	155	risk	risk	NOUN
ajlm-2027	42	156	assessment	assessment	NOUN
ajlm-2027	42	157	,	,	PUNCT
ajlm-2027	42	158	and	and	CCONJ
ajlm-2027	42	159	monitoring	monitoring	NOUN
ajlm-2027	42	160	of	of	ADP
ajlm-2027	42	161	prostate	prostate	NOUN
ajlm-2027	42	162	carcinoma	carcinoma	NOUN
ajlm-2027	42	163	,	,	PUNCT
ajlm-2027	42	164	but	but	CCONJ
ajlm-2027	42	165	it	it	PRON
ajlm-2027	42	166	is	be	AUX
ajlm-2027	42	167	also	also	ADV
ajlm-2027	42	168	elevated	elevate	VERB
ajlm-2027	42	169	in	in	ADP
ajlm-2027	42	170	non	non	ADJ
ajlm-2027	42	171	-	-	ADJ
ajlm-2027	42	172	malignant	malignant	ADJ
ajlm-2027	42	173	conditions	condition	NOUN
ajlm-2027	42	174	like	like	ADP
ajlm-2027	42	175	acute	acute	ADJ
ajlm-2027	42	176	urinary	urinary	ADJ
ajlm-2027	42	177	retention	retention	NOUN
ajlm-2027	42	178	,	,	PUNCT
ajlm-2027	42	179	benign	benign	ADJ
ajlm-2027	42	180	prostatic	prostatic	ADJ
ajlm-2027	42	181	hyperplasia	hyperplasia	NOUN
ajlm-2027	42	182	,	,	PUNCT
ajlm-2027	42	183	prostatitis	prostatitis	NOUN
ajlm-2027	42	184	,	,	PUNCT
ajlm-2027	42	185	and	and	CCONJ
ajlm-2027	43	1	urinary	urinary	ADJ
ajlm-2027	43	2	tract	tract	NOUN
ajlm-2027	43	3	infection.1	infection.1	NOUN
ajlm-2027	43	4	this	this	DET
ajlm-2027	43	5	study	study	NOUN
ajlm-2027	43	6	aimed	aim	VERB
ajlm-2027	43	7	to	to	PART
ajlm-2027	43	8	describe	describe	VERB
ajlm-2027	43	9	the	the	DET
ajlm-2027	43	10	tumour	tumour	NOUN
ajlm-2027	43	11	marker	marker	NOUN
ajlm-2027	43	12	requesting	request	VERB
ajlm-2027	43	13	practices	practice	NOUN
ajlm-2027	43	14	across	across	ADP
ajlm-2027	43	15	different	different	ADJ
ajlm-2027	43	16	levels	level	NOUN
ajlm-2027	43	17	of	of	ADP
ajlm-2027	43	18	healthcare	healthcare	NOUN
ajlm-2027	43	19	in	in	ADP
ajlm-2027	43	20	the	the	DET
ajlm-2027	43	21	province	province	NOUN
ajlm-2027	43	22	of	of	ADP
ajlm-2027	43	23	kwazulu	kwazulu	PROPN
ajlm-2027	43	24	-	-	PUNCT
ajlm-2027	43	25	natal	natal	ADJ
ajlm-2027	43	26	,	,	PUNCT
ajlm-2027	43	27	south	south	PROPN
ajlm-2027	43	28	africa	africa	PROPN
ajlm-2027	43	29	,	,	PUNCT
ajlm-2027	43	30	assess	assess	VERB
ajlm-2027	43	31	the	the	DET
ajlm-2027	43	32	effect	effect	NOUN
ajlm-2027	43	33	of	of	ADP
ajlm-2027	43	34	egk	egk	NOUN
ajlm-2027	43	35	on	on	ADP
ajlm-2027	43	36	these	these	DET
ajlm-2027	43	37	requesting	request	VERB
ajlm-2027	43	38	practices	practice	NOUN
ajlm-2027	43	39	and	and	CCONJ
ajlm-2027	43	40	,	,	PUNCT
ajlm-2027	43	41	lastly	lastly	ADV
ajlm-2027	43	42	,	,	PUNCT
ajlm-2027	43	43	determine	determine	VERB
ajlm-2027	43	44	via	via	ADP
ajlm-2027	43	45	questionnaire	questionnaire	NOUN
ajlm-2027	43	46	the	the	DET
ajlm-2027	43	47	rationale	rationale	NOUN
ajlm-2027	43	48	for	for	ADP
ajlm-2027	43	49	tumour	tumour	NOUN
ajlm-2027	43	50	marker	marker	NOUN
ajlm-2027	43	51	requesting	request	VERB
ajlm-2027	43	52	by	by	ADP
ajlm-2027	43	53	the	the	DET
ajlm-2027	43	54	clinicians	clinician	NOUN
ajlm-2027	43	55	at	at	ADP
ajlm-2027	43	56	the	the	DET
ajlm-2027	43	57	highest	high	ADJ
ajlm-2027	43	58	ordering	ordering	NOUN
ajlm-2027	43	59	facilities	facility	NOUN
ajlm-2027	43	60	.	.	PUNCT
ajlm-2027	44	1	methods	method	NOUN
ajlm-2027	44	2	ethical	ethical	ADJ
ajlm-2027	44	3	considerations	consideration	NOUN
ajlm-2027	44	4	ethics	ethic	NOUN
ajlm-2027	44	5	approval	approval	NOUN
ajlm-2027	44	6	for	for	ADP
ajlm-2027	44	7	this	this	DET
ajlm-2027	44	8	study	study	NOUN
ajlm-2027	44	9	was	be	AUX
ajlm-2027	44	10	obtained	obtain	VERB
ajlm-2027	44	11	from	from	ADP
ajlm-2027	44	12	university	university	NOUN
ajlm-2027	44	13	of	of	ADP
ajlm-2027	44	14	kwazulu	kwazulu	PROPN
ajlm-2027	44	15	-	-	PUNCT
ajlm-2027	44	16	natal	natal	ADJ
ajlm-2027	44	17	biomedical	biomedical	ADJ
ajlm-2027	44	18	research	research	NOUN
ajlm-2027	44	19	ethics	ethic	NOUN
ajlm-2027	44	20	committee	committee	PROPN
ajlm-2027	44	21	(	(	PUNCT
ajlm-2027	44	22	number	number	NOUN
ajlm-2027	44	23	be035/18	be035/18	PROPN
ajlm-2027	44	24	)	)	PUNCT
ajlm-2027	44	25	.	.	PUNCT
ajlm-2027	45	1	written	write	VERB
ajlm-2027	45	2	informed	informed	ADJ
ajlm-2027	45	3	consent	consent	NOUN
ajlm-2027	45	4	was	be	AUX
ajlm-2027	45	5	received	receive	VERB
ajlm-2027	45	6	from	from	ADP
ajlm-2027	45	7	the	the	DET
ajlm-2027	45	8	participating	participate	VERB
ajlm-2027	45	9	clinicians	clinician	NOUN
ajlm-2027	45	10	.	.	PUNCT
ajlm-2027	46	1	data	datum	NOUN
ajlm-2027	46	2	were	be	AUX
ajlm-2027	46	3	collected	collect	VERB
ajlm-2027	46	4	on	on	ADP
ajlm-2027	46	5	a	a	DET
ajlm-2027	46	6	password	password	NOUN
ajlm-2027	46	7	-	-	PUNCT
ajlm-2027	46	8	protected	protect	VERB
ajlm-2027	46	9	computer	computer	NOUN
ajlm-2027	46	10	and	and	CCONJ
ajlm-2027	46	11	the	the	DET
ajlm-2027	46	12	primary	primary	ADJ
ajlm-2027	46	13	investigator	investigator	NOUN
ajlm-2027	46	14	was	be	AUX
ajlm-2027	46	15	the	the	DET
ajlm-2027	46	16	only	only	ADJ
ajlm-2027	46	17	person	person	NOUN
ajlm-2027	46	18	with	with	ADP
ajlm-2027	46	19	access	access	NOUN
ajlm-2027	46	20	to	to	ADP
ajlm-2027	46	21	it	it	PRON
ajlm-2027	46	22	.	.	PUNCT
ajlm-2027	47	1	patients	patient	NOUN
ajlm-2027	47	2	were	be	AUX
ajlm-2027	47	3	identified	identify	VERB
ajlm-2027	47	4	by	by	ADP
ajlm-2027	47	5	hospital	hospital	NOUN
ajlm-2027	47	6	numbers	number	NOUN
ajlm-2027	47	7	and	and	CCONJ
ajlm-2027	47	8	their	their	PRON
ajlm-2027	47	9	identities	identity	NOUN
ajlm-2027	47	10	were	be	AUX
ajlm-2027	47	11	not	not	PART
ajlm-2027	47	12	revealed	reveal	VERB
ajlm-2027	47	13	.	.	PUNCT
ajlm-2027	48	1	questionnaires	questionnaire	NOUN
ajlm-2027	48	2	were	be	AUX
ajlm-2027	48	3	anonymised	anonymise	VERB
ajlm-2027	48	4	and	and	CCONJ
ajlm-2027	48	5	identified	identify	VERB
ajlm-2027	48	6	by	by	ADP
ajlm-2027	48	7	numbers	number	NOUN
ajlm-2027	48	8	allocated	allocate	VERB
ajlm-2027	48	9	to	to	ADP
ajlm-2027	48	10	the	the	DET
ajlm-2027	48	11	specific	specific	ADJ
ajlm-2027	48	12	sites	site	NOUN
ajlm-2027	48	13	.	.	PUNCT
ajlm-2027	49	1	survey	survey	NOUN
ajlm-2027	49	2	respondents	respondent	NOUN
ajlm-2027	49	3	were	be	AUX
ajlm-2027	49	4	assured	assure	VERB
ajlm-2027	49	5	raw	raw	ADJ
ajlm-2027	49	6	data	datum	NOUN
ajlm-2027	49	7	would	would	AUX
ajlm-2027	49	8	remain	remain	VERB
ajlm-2027	49	9	confidential	confidential	ADJ
ajlm-2027	49	10	and	and	CCONJ
ajlm-2027	49	11	would	would	AUX
ajlm-2027	49	12	not	not	PART
ajlm-2027	49	13	be	be	AUX
ajlm-2027	49	14	shared	share	VERB
ajlm-2027	49	15	.	.	PUNCT
ajlm-2027	50	1	data	datum	NOUN
ajlm-2027	50	2	collection	collection	NOUN
ajlm-2027	50	3	the	the	DET
ajlm-2027	50	4	national	national	PROPN
ajlm-2027	50	5	health	health	PROPN
ajlm-2027	50	6	laboratory	laboratory	PROPN
ajlm-2027	50	7	service	service	PROPN
ajlm-2027	50	8	central	central	ADJ
ajlm-2027	50	9	data	datum	NOUN
ajlm-2027	50	10	warehouse	warehouse	NOUN
ajlm-2027	50	11	reposits	reposit	VERB
ajlm-2027	50	12	all	all	DET
ajlm-2027	50	13	test	test	NOUN
ajlm-2027	50	14	results	result	NOUN
ajlm-2027	50	15	generated	generate	VERB
ajlm-2027	50	16	by	by	ADP
ajlm-2027	50	17	national	national	PROPN
ajlm-2027	50	18	health	health	PROPN
ajlm-2027	50	19	laboratory	laboratory	PROPN
ajlm-2027	50	20	service	service	NOUN
ajlm-2027	50	21	laboratories	laboratory	NOUN
ajlm-2027	50	22	.	.	PUNCT
ajlm-2027	51	1	we	we	PRON
ajlm-2027	51	2	extracted	extract	VERB
ajlm-2027	51	3	from	from	ADP
ajlm-2027	51	4	the	the	DET
ajlm-2027	51	5	national	national	PROPN
ajlm-2027	51	6	health	health	PROPN
ajlm-2027	51	7	laboratory	laboratory	PROPN
ajlm-2027	51	8	service	service	PROPN
ajlm-2027	51	9	central	central	ADJ
ajlm-2027	51	10	data	datum	NOUN
ajlm-2027	51	11	warehouse	warehouse	NOUN
ajlm-2027	51	12	all	all	DET
ajlm-2027	51	13	tumour	tumour	NOUN
ajlm-2027	51	14	marker	marker	NOUN
ajlm-2027	51	15	tests	test	NOUN
ajlm-2027	51	16	performed	perform	VERB
ajlm-2027	51	17	in	in	ADP
ajlm-2027	51	18	public	public	ADJ
ajlm-2027	51	19	healthcare	healthcare	NOUN
ajlm-2027	51	20	facilities	facility	NOUN
ajlm-2027	51	21	in	in	ADP
ajlm-2027	51	22	kwazulu	kwazulu	PROPN
ajlm-2027	51	23	-	-	PUNCT
ajlm-2027	51	24	natal	natal	NOUN
ajlm-2027	51	25	province	province	NOUN
ajlm-2027	51	26	,	,	PUNCT
ajlm-2027	51	27	south	south	PROPN
ajlm-2027	51	28	africa	africa	PROPN
ajlm-2027	51	29	.	.	PUNCT
ajlm-2027	52	1	the	the	DET
ajlm-2027	52	2	data	datum	NOUN
ajlm-2027	52	3	extracted	extract	VERB
ajlm-2027	52	4	included	include	VERB
ajlm-2027	52	5	requests	request	NOUN
ajlm-2027	52	6	made	make	VERB
ajlm-2027	52	7	6	6	NUM
ajlm-2027	52	8	months	month	NOUN
ajlm-2027	52	9	pre	pre	ADJ
ajlm-2027	52	10	-	-	ADJ
ajlm-2027	52	11	egk	egk	ADJ
ajlm-2027	52	12	(	(	PUNCT
ajlm-2027	52	13	01	01	NUM
ajlm-2027	52	14	january	january	PROPN
ajlm-2027	52	15	2017	2017	NUM
ajlm-2027	52	16	to	to	ADP
ajlm-2027	52	17	30	30	NUM
ajlm-2027	52	18	june	june	PROPN
ajlm-2027	52	19	2017	2017	NUM
ajlm-2027	52	20	)	)	PUNCT
ajlm-2027	52	21	and	and	CCONJ
ajlm-2027	52	22	6	6	NUM
ajlm-2027	52	23	months	month	NOUN
ajlm-2027	52	24	post	post	ADJ
ajlm-2027	52	25	-	-	ADJ
ajlm-2027	52	26	egk	egk	ADJ
ajlm-2027	52	27	implementation	implementation	NOUN
ajlm-2027	52	28	(	(	PUNCT
ajlm-2027	52	29	01	01	NUM
ajlm-2027	52	30	january	january	PROPN
ajlm-2027	52	31	2018	2018	NUM
ajlm-2027	52	32	to	to	ADP
ajlm-2027	52	33	30	30	NUM
ajlm-2027	52	34	june	june	PROPN
ajlm-2027	52	35	2018	2018	NUM
ajlm-2027	52	36	)	)	PUNCT
ajlm-2027	52	37	.	.	PUNCT
ajlm-2027	53	1	the	the	DET
ajlm-2027	53	2	data	datum	NOUN
ajlm-2027	53	3	consisted	consist	VERB
ajlm-2027	53	4	of	of	ADP
ajlm-2027	53	5	results	result	NOUN
ajlm-2027	53	6	from	from	ADP
ajlm-2027	53	7	laboratory	laboratory	NOUN
ajlm-2027	53	8	a	a	PRON
ajlm-2027	53	9	and	and	CCONJ
ajlm-2027	53	10	b	b	PROPN
ajlm-2027	53	11	national	national	PROPN
ajlm-2027	53	12	health	health	PROPN
ajlm-2027	53	13	laboratory	laboratory	PROPN
ajlm-2027	53	14	service	service	PROPN
ajlm-2027	53	15	chemical	chemical	PROPN
ajlm-2027	53	16	pathology	pathology	NOUN
ajlm-2027	53	17	laboratory	laboratory	NOUN
ajlm-2027	53	18	.	.	PUNCT
ajlm-2027	54	1	laboratory	laboratory	PROPN
ajlm-2027	54	2	a	a	DET
ajlm-2027	54	3	offers	offer	VERB
ajlm-2027	54	4	the	the	DET
ajlm-2027	54	5	following	follow	VERB
ajlm-2027	54	6	tumour	tumour	NOUN
ajlm-2027	54	7	marker	marker	NOUN
ajlm-2027	54	8	tests	test	NOUN
ajlm-2027	54	9	:	:	PUNCT
ajlm-2027	54	10	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	54	11	antigen	antigen	ADV
ajlm-2027	54	12	,	,	PUNCT
ajlm-2027	54	13	afp	afp	NOUN
ajlm-2027	54	14	,	,	PUNCT
ajlm-2027	54	15	psa	psa	VERB
ajlm-2027	54	16	,	,	PUNCT
ajlm-2027	54	17	ca	ca	PROPN
ajlm-2027	54	18	19	19	NUM
ajlm-2027	54	19	-	-	SYM
ajlm-2027	54	20	9	9	NUM
ajlm-2027	54	21	,	,	PUNCT
ajlm-2027	54	22	ca	ca	NOUN
ajlm-2027	54	23	15	15	NUM
ajlm-2027	54	24	-	-	SYM
ajlm-2027	54	25	3	3	NUM
ajlm-2027	54	26	,	,	PUNCT
ajlm-2027	54	27	ca	ca	NOUN
ajlm-2027	54	28	125	125	NUM
ajlm-2027	54	29	,	,	PUNCT
ajlm-2027	54	30	and	and	CCONJ
ajlm-2027	54	31	hcg	hcg	PROPN
ajlm-2027	54	32	,	,	PUNCT
ajlm-2027	54	33	whereas	whereas	SCONJ
ajlm-2027	54	34	laboratory	laboratory	NOUN
ajlm-2027	54	35	b	b	PROPN
ajlm-2027	54	36	offers	offer	VERB
ajlm-2027	54	37	all	all	DET
ajlm-2027	54	38	the	the	DET
ajlm-2027	54	39	above	above	ADJ
ajlm-2027	54	40	tests	test	NOUN
ajlm-2027	54	41	except	except	SCONJ
ajlm-2027	54	42	ca	ca	PROPN
ajlm-2027	54	43	19	19	NUM
ajlm-2027	54	44	-	-	SYM
ajlm-2027	54	45	9	9	NUM
ajlm-2027	54	46	.	.	PUNCT
ajlm-2027	55	1	both	both	DET
ajlm-2027	55	2	laboratories	laboratory	NOUN
ajlm-2027	55	3	analysed	analyse	VERB
ajlm-2027	55	4	tumour	tumour	NOUN
ajlm-2027	55	5	markers	marker	NOUN
ajlm-2027	55	6	on	on	ADP
ajlm-2027	55	7	the	the	DET
ajlm-2027	55	8	siemens	siemens	PROPN
ajlm-2027	55	9	advia	advia	PROPN
ajlm-2027	55	10	centaur	centaur	PROPN
ajlm-2027	55	11	xp	xp	PROPN
ajlm-2027	55	12	(	(	PUNCT
ajlm-2027	55	13	siemens	siemens	PROPN
ajlm-2027	55	14	,	,	PUNCT
ajlm-2027	55	15	tarrytown	tarrytown	PROPN
ajlm-2027	55	16	,	,	PUNCT
ajlm-2027	55	17	new	new	PROPN
ajlm-2027	55	18	york	york	PROPN
ajlm-2027	55	19	,	,	PUNCT
ajlm-2027	55	20	united	united	PROPN
ajlm-2027	55	21	states	states	PROPN
ajlm-2027	55	22	)	)	PUNCT
ajlm-2027	55	23	.	.	PUNCT
ajlm-2027	56	1	the	the	DET
ajlm-2027	56	2	mri	mri	NOUN
ajlm-2027	56	3	rules	rule	NOUN
ajlm-2027	56	4	that	that	PRON
ajlm-2027	56	5	were	be	AUX
ajlm-2027	56	6	in	in	ADP
ajlm-2027	56	7	use	use	NOUN
ajlm-2027	56	8	for	for	ADP
ajlm-2027	56	9	egk	egk	ADJ
ajlm-2027	56	10	per	per	ADP
ajlm-2027	56	11	tumour	tumour	NOUN
ajlm-2027	56	12	marker	marker	NOUN
ajlm-2027	56	13	test	test	NOUN
ajlm-2027	56	14	were	be	AUX
ajlm-2027	56	15	as	as	SCONJ
ajlm-2027	56	16	follows	follow	VERB
ajlm-2027	56	17	:	:	PUNCT
ajlm-2027	56	18	hcg	hcg	NOUN
ajlm-2027	56	19	:	:	PUNCT
ajlm-2027	56	20	1	1	NUM
ajlm-2027	56	21	day	day	NOUN
ajlm-2027	56	22	;	;	PUNCT
ajlm-2027	56	23	afp	afp	NOUN
ajlm-2027	56	24	:	:	PUNCT
ajlm-2027	56	25	1	1	NUM
ajlm-2027	56	26	month	month	NOUN
ajlm-2027	56	27	;	;	PUNCT
ajlm-2027	56	28	psa	psa	VERB
ajlm-2027	56	29	:	:	PUNCT
ajlm-2027	56	30	previous	previous	ADJ
ajlm-2027	56	31	result	result	NOUN
ajlm-2027	56	32	abnormal	abnormal	ADJ
ajlm-2027	56	33	=	=	SYM
ajlm-2027	56	34	1	1	NUM
ajlm-2027	56	35	month	month	NOUN
ajlm-2027	56	36	and	and	CCONJ
ajlm-2027	56	37	previous	previous	ADJ
ajlm-2027	56	38	result	result	NOUN
ajlm-2027	56	39	normal	normal	ADJ
ajlm-2027	56	40	=	=	SYM
ajlm-2027	56	41	1	1	NUM
ajlm-2027	56	42	year	year	NOUN
ajlm-2027	56	43	;	;	PUNCT
ajlm-2027	56	44	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	56	45	antigen	antigen	NOUN
ajlm-2027	56	46	:	:	PUNCT
ajlm-2027	56	47	1	1	NUM
ajlm-2027	56	48	month	month	NOUN
ajlm-2027	56	49	;	;	PUNCT
ajlm-2027	56	50	ca	can	AUX
ajlm-2027	56	51	125	125	NUM
ajlm-2027	56	52	:	:	SYM
ajlm-2027	56	53	1	1	NUM
ajlm-2027	56	54	month	month	NOUN
ajlm-2027	56	55	;	;	PUNCT
ajlm-2027	56	56	ca	can	AUX
ajlm-2027	56	57	19	19	NUM
ajlm-2027	56	58	-	-	SYM
ajlm-2027	56	59	9	9	NUM
ajlm-2027	56	60	:	:	SYM
ajlm-2027	56	61	1	1	NUM
ajlm-2027	56	62	month	month	NOUN
ajlm-2027	56	63	;	;	PUNCT
ajlm-2027	56	64	and	and	CCONJ
ajlm-2027	56	65	ca	can	AUX
ajlm-2027	56	66	15	15	NUM
ajlm-2027	56	67	-	-	SYM
ajlm-2027	56	68	3	3	NUM
ajlm-2027	56	69	:	:	SYM
ajlm-2027	56	70	1	1	NUM
ajlm-2027	56	71	month	month	NOUN
ajlm-2027	56	72	;	;	PUNCT
ajlm-2027	56	73	where	where	SCONJ
ajlm-2027	56	74	:	:	PUNCT
ajlm-2027	56	75	1	1	NUM
ajlm-2027	56	76	day	day	NOUN
ajlm-2027	56	77	is	be	AUX
ajlm-2027	56	78	12	12	NUM
ajlm-2027	56	79	h	h	NOUN
ajlm-2027	56	80	,	,	PUNCT
ajlm-2027	56	81	1	1	NUM
ajlm-2027	56	82	month	month	NOUN
ajlm-2027	56	83	is	be	AUX
ajlm-2027	56	84	21	21	NUM
ajlm-2027	56	85	days	day	NOUN
ajlm-2027	56	86	,	,	PUNCT
ajlm-2027	56	87	and	and	CCONJ
ajlm-2027	56	88	1	1	NUM
ajlm-2027	56	89	year	year	NOUN
ajlm-2027	56	90	is	be	AUX
ajlm-2027	56	91	322	322	NUM
ajlm-2027	56	92	days	day	NOUN
ajlm-2027	56	93	since	since	SCONJ
ajlm-2027	56	94	daily	daily	ADJ
ajlm-2027	56	95	tests	test	NOUN
ajlm-2027	56	96	are	be	AUX
ajlm-2027	56	97	not	not	PART
ajlm-2027	56	98	performed	perform	VERB
ajlm-2027	56	99	at	at	ADP
ajlm-2027	56	100	the	the	DET
ajlm-2027	56	101	same	same	ADJ
ajlm-2027	56	102	time	time	NOUN
ajlm-2027	56	103	each	each	DET
ajlm-2027	56	104	day	day	NOUN
ajlm-2027	56	105	and	and	CCONJ
ajlm-2027	56	106	a	a	DET
ajlm-2027	56	107	repeat	repeat	NOUN
ajlm-2027	56	108	visit	visit	NOUN
ajlm-2027	56	109	within	within	ADP
ajlm-2027	56	110	a	a	DET
ajlm-2027	56	111	set	set	ADJ
ajlm-2027	56	112	interval	interval	NOUN
ajlm-2027	56	113	(	(	PUNCT
ajlm-2027	56	114	eg	eg	NOUN
ajlm-2027	57	1	.	.	PUNCT
ajlm-2027	57	2	week	week	NOUN
ajlm-2027	57	3	or	or	CCONJ
ajlm-2027	57	4	month	month	NOUN
ajlm-2027	57	5	)	)	PUNCT
ajlm-2027	57	6	may	may	AUX
ajlm-2027	57	7	happen	happen	VERB
ajlm-2027	57	8	before	before	SCONJ
ajlm-2027	57	9	the	the	DET
ajlm-2027	57	10	exact	exact	ADJ
ajlm-2027	57	11	interval	interval	NOUN
ajlm-2027	57	12	has	have	AUX
ajlm-2027	57	13	passed	pass	VERB
ajlm-2027	57	14	.	.	PUNCT
ajlm-2027	58	1	the	the	DET
ajlm-2027	58	2	monthly	monthly	ADJ
ajlm-2027	58	3	egk	egk	ADJ
ajlm-2027	58	4	rejections	rejection	NOUN
ajlm-2027	58	5	reports	report	NOUN
ajlm-2027	58	6	were	be	AUX
ajlm-2027	58	7	assessed	assess	VERB
ajlm-2027	58	8	from	from	ADP
ajlm-2027	58	9	01	01	NUM
ajlm-2027	58	10	january	january	PROPN
ajlm-2027	58	11	2018	2018	NUM
ajlm-2027	58	12	to	to	ADP
ajlm-2027	58	13	30	30	NUM
ajlm-2027	58	14	june	june	PROPN
ajlm-2027	58	15	2018	2018	NUM
ajlm-2027	58	16	,	,	PUNCT
ajlm-2027	58	17	to	to	PART
ajlm-2027	58	18	determine	determine	VERB
ajlm-2027	58	19	the	the	DET
ajlm-2027	58	20	number	number	NOUN
ajlm-2027	58	21	of	of	ADP
ajlm-2027	58	22	requests	request	NOUN
ajlm-2027	58	23	rejected	reject	VERB
ajlm-2027	58	24	by	by	ADP
ajlm-2027	58	25	gatekeeping	gatekeepe	VERB
ajlm-2027	58	26	in	in	ADP
ajlm-2027	58	27	the	the	DET
ajlm-2027	58	28	included	include	VERB
ajlm-2027	58	29	laboratories	laboratory	NOUN
ajlm-2027	58	30	.	.	PUNCT
ajlm-2027	59	1	the	the	DET
ajlm-2027	59	2	top	top	ADJ
ajlm-2027	59	3	five	five	NUM
ajlm-2027	59	4	highest	high	ADJ
ajlm-2027	59	5	requesting	request	VERB
ajlm-2027	59	6	units	unit	NOUN
ajlm-2027	59	7	from	from	ADP
ajlm-2027	59	8	all	all	DET
ajlm-2027	59	9	healthcare	healthcare	NOUN
ajlm-2027	59	10	facilities	facility	NOUN
ajlm-2027	59	11	over	over	ADP
ajlm-2027	59	12	the	the	DET
ajlm-2027	59	13	period	period	NOUN
ajlm-2027	59	14	of	of	ADP
ajlm-2027	59	15	the	the	DET
ajlm-2027	59	16	study	study	NOUN
ajlm-2027	59	17	were	be	AUX
ajlm-2027	59	18	identified	identify	VERB
ajlm-2027	59	19	and	and	CCONJ
ajlm-2027	59	20	chosen	choose	VERB
ajlm-2027	59	21	as	as	ADP
ajlm-2027	59	22	the	the	DET
ajlm-2027	59	23	sites	site	NOUN
ajlm-2027	59	24	for	for	ADP
ajlm-2027	59	25	questionnaire	questionnaire	NOUN
ajlm-2027	59	26	distribution	distribution	NOUN
ajlm-2027	59	27	.	.	PUNCT
ajlm-2027	60	1	written	write	VERB
ajlm-2027	60	2	informed	informed	ADJ
ajlm-2027	60	3	consent	consent	NOUN
ajlm-2027	60	4	and	and	CCONJ
ajlm-2027	60	5	the	the	DET
ajlm-2027	60	6	questionnaire	questionnaire	NOUN
ajlm-2027	60	7	(	(	PUNCT
ajlm-2027	60	8	adapted	adapt	VERB
ajlm-2027	60	9	from	from	ADP
ajlm-2027	60	10	mcginley	mcginley	PROPN
ajlm-2027	60	11	and	and	CCONJ
ajlm-2027	60	12	kilpatrick21	kilpatrick21	PROPN
ajlm-2027	60	13	)	)	PUNCT
ajlm-2027	60	14	were	be	AUX
ajlm-2027	60	15	hand	hand	NOUN
ajlm-2027	60	16	delivered	deliver	VERB
ajlm-2027	60	17	and	and	CCONJ
ajlm-2027	60	18	obtained	obtain	VERB
ajlm-2027	60	19	from	from	ADP
ajlm-2027	60	20	clinicians	clinician	NOUN
ajlm-2027	60	21	from	from	ADP
ajlm-2027	60	22	these	these	DET
ajlm-2027	60	23	selected	select	VERB
ajlm-2027	60	24	facilities	facility	NOUN
ajlm-2027	60	25	.	.	PUNCT
ajlm-2027	61	1	the	the	DET
ajlm-2027	61	2	questionnaire	questionnaire	NOUN
ajlm-2027	61	3	identified	identify	VERB
ajlm-2027	61	4	who	who	PRON
ajlm-2027	61	5	was	be	AUX
ajlm-2027	61	6	ordering	order	VERB
ajlm-2027	61	7	tumour	tumour	NOUN
ajlm-2027	61	8	markers	marker	NOUN
ajlm-2027	61	9	and	and	CCONJ
ajlm-2027	61	10	why	why	SCONJ
ajlm-2027	61	11	.	.	PUNCT
ajlm-2027	62	1	responses	response	NOUN
ajlm-2027	62	2	were	be	AUX
ajlm-2027	62	3	collated	collate	VERB
ajlm-2027	62	4	in	in	ADP
ajlm-2027	62	5	microsoft	microsoft	PROPN
ajlm-2027	62	6	excel	excel	PROPN
ajlm-2027	62	7	(	(	PUNCT
ajlm-2027	62	8	microsoft	microsoft	PROPN
ajlm-2027	62	9	corporation	corporation	PROPN
ajlm-2027	62	10	,	,	PUNCT
ajlm-2027	62	11	redmond	redmond	PROPN
ajlm-2027	62	12	,	,	PUNCT
ajlm-2027	62	13	washington	washington	PROPN
ajlm-2027	62	14	,	,	PUNCT
ajlm-2027	62	15	united	united	PROPN
ajlm-2027	62	16	states	states	PROPN
ajlm-2027	62	17	)	)	PUNCT
ajlm-2027	62	18	for	for	ADP
ajlm-2027	62	19	further	further	ADJ
ajlm-2027	62	20	evaluation	evaluation	NOUN
ajlm-2027	62	21	.	.	PUNCT
ajlm-2027	63	1	data	datum	NOUN
ajlm-2027	63	2	analysis	analysis	NOUN
ajlm-2027	63	3	statistical	statistical	ADJ
ajlm-2027	63	4	analyses	analysis	NOUN
ajlm-2027	63	5	were	be	AUX
ajlm-2027	63	6	performed	perform	VERB
ajlm-2027	63	7	using	use	VERB
ajlm-2027	63	8	medcalc	medcalc	ADJ
ajlm-2027	63	9	r	r	NOUN
ajlm-2027	63	10	version	version	NOUN
ajlm-2027	63	11	18.11	18.11	NUM
ajlm-2027	63	12	(	(	PUNCT
ajlm-2027	63	13	medcalc	medcalc	PROPN
ajlm-2027	63	14	software	software	PROPN
ajlm-2027	63	15	,	,	PUNCT
ajlm-2027	63	16	mariakerke	mariakerke	PROPN
ajlm-2027	63	17	,	,	PUNCT
ajlm-2027	63	18	belgium	belgium	NOUN
ajlm-2027	63	19	)	)	PUNCT
ajlm-2027	63	20	and	and	CCONJ
ajlm-2027	63	21	microsoft	microsoft	PROPN
ajlm-2027	63	22	excel	excel	VERB
ajlm-2027	63	23	2016	2016	NUM
ajlm-2027	63	24	(	(	PUNCT
ajlm-2027	63	25	microsoft	microsoft	PROPN
ajlm-2027	63	26	corporation	corporation	PROPN
ajlm-2027	63	27	,	,	PUNCT
ajlm-2027	63	28	redmond	redmond	PROPN
ajlm-2027	63	29	,	,	PUNCT
ajlm-2027	63	30	washington	washington	PROPN
ajlm-2027	63	31	,	,	PUNCT
ajlm-2027	63	32	united	united	PROPN
ajlm-2027	63	33	states	states	PROPN
ajlm-2027	63	34	)	)	PUNCT
ajlm-2027	63	35	.	.	PUNCT
ajlm-2027	64	1	data	datum	NOUN
ajlm-2027	64	2	were	be	AUX
ajlm-2027	64	3	assessed	assess	VERB
ajlm-2027	64	4	for	for	ADP
ajlm-2027	64	5	normality	normality	NOUN
ajlm-2027	64	6	using	use	VERB
ajlm-2027	64	7	the	the	DET
ajlm-2027	64	8	shapiro	shapiro	PROPN
ajlm-2027	64	9	-	-	PUNCT
ajlm-2027	64	10	wilk	wilk	NOUN
ajlm-2027	64	11	test	test	NOUN
ajlm-2027	64	12	.	.	PUNCT
ajlm-2027	65	1	normal	normal	ADJ
ajlm-2027	65	2	data	datum	NOUN
ajlm-2027	65	3	were	be	AUX
ajlm-2027	65	4	presented	present	VERB
ajlm-2027	65	5	as	as	ADP
ajlm-2027	65	6	mean	mean	NOUN
ajlm-2027	65	7	±	±	NUM
ajlm-2027	65	8	standard	standard	ADJ
ajlm-2027	65	9	deviation	deviation	NOUN
ajlm-2027	65	10	.	.	PUNCT
ajlm-2027	66	1	the	the	DET
ajlm-2027	66	2	monthly	monthly	ADJ
ajlm-2027	66	3	average	average	ADJ
ajlm-2027	66	4	rejection	rejection	NOUN
ajlm-2027	66	5	rate	rate	NOUN
ajlm-2027	66	6	was	be	AUX
ajlm-2027	66	7	calculated	calculate	VERB
ajlm-2027	66	8	.	.	PUNCT
ajlm-2027	67	1	costing	cost	VERB
ajlm-2027	67	2	was	be	AUX
ajlm-2027	67	3	done	do	VERB
ajlm-2027	67	4	using	use	VERB
ajlm-2027	67	5	on	on	ADP
ajlm-2027	67	6	the	the	DET
ajlm-2027	67	7	national	national	PROPN
ajlm-2027	67	8	health	health	PROPN
ajlm-2027	67	9	laboratory	laboratory	PROPN
ajlm-2027	67	10	service	service	NOUN
ajlm-2027	67	11	state	state	NOUN
ajlm-2027	67	12	price	price	NOUN
ajlm-2027	67	13	list	list	NOUN
ajlm-2027	67	14	2017	2017	NUM
ajlm-2027	67	15	.	.	PUNCT
ajlm-2027	68	1	results	result	VERB
ajlm-2027	68	2	a	a	DET
ajlm-2027	68	3	total	total	NOUN
ajlm-2027	68	4	of	of	ADP
ajlm-2027	68	5	38	38	NUM
ajlm-2027	68	6	615	615	NUM
ajlm-2027	68	7	tumour	tumour	NOUN
ajlm-2027	68	8	marker	marker	NOUN
ajlm-2027	68	9	tests	test	NOUN
ajlm-2027	68	10	for	for	ADP
ajlm-2027	68	11	the	the	DET
ajlm-2027	68	12	specified	specify	VERB
ajlm-2027	68	13	analytes	analyte	NOUN
ajlm-2027	68	14	were	be	AUX
ajlm-2027	68	15	processed	process	VERB
ajlm-2027	68	16	during	during	ADP
ajlm-2027	68	17	the	the	DET
ajlm-2027	68	18	6	6	NUM
ajlm-2027	68	19	-	-	PUNCT
ajlm-2027	68	20	month	month	NOUN
ajlm-2027	68	21	pre	pre	ADJ
ajlm-2027	68	22	-	-	ADJ
ajlm-2027	68	23	egk	egk	ADJ
ajlm-2027	68	24	introduction	introduction	NOUN
ajlm-2027	68	25	period	period	NOUN
ajlm-2027	68	26	(	(	PUNCT
ajlm-2027	68	27	01	01	NUM
ajlm-2027	68	28	january	january	PROPN
ajlm-2027	68	29	2017	2017	NUM
ajlm-2027	68	30	to	to	ADP
ajlm-2027	68	31	30	30	NUM
ajlm-2027	68	32	june	june	PROPN
ajlm-2027	68	33	2017	2017	NUM
ajlm-2027	68	34	)	)	PUNCT
ajlm-2027	68	35	,	,	PUNCT
ajlm-2027	68	36	while	while	SCONJ
ajlm-2027	68	37	45	45	NUM
ajlm-2027	68	38	567	567	NUM
ajlm-2027	68	39	tumour	tumour	NOUN
ajlm-2027	68	40	markers	marker	NOUN
ajlm-2027	68	41	requests	request	NOUN
ajlm-2027	68	42	were	be	AUX
ajlm-2027	68	43	processed	process	VERB
ajlm-2027	68	44	in	in	ADP
ajlm-2027	68	45	the	the	DET
ajlm-2027	68	46	post	post	ADJ
ajlm-2027	68	47	-	-	ADJ
ajlm-2027	68	48	egk	egk	ADJ
ajlm-2027	68	49	implementation	implementation	NOUN
ajlm-2027	68	50	period	period	NOUN
ajlm-2027	68	51	(	(	PUNCT
ajlm-2027	68	52	01	01	NUM
ajlm-2027	68	53	january	january	PROPN
ajlm-2027	68	54	2018	2018	NUM
ajlm-2027	68	55	to	to	ADP
ajlm-2027	68	56	30	30	NUM
ajlm-2027	68	57	june	june	PROPN
ajlm-2027	68	58	2018	2018	NUM
ajlm-2027	68	59	)	)	PUNCT
ajlm-2027	68	60	.	.	PUNCT
ajlm-2027	69	1	in	in	ADP
ajlm-2027	69	2	2018	2018	NUM
ajlm-2027	69	3	,	,	PUNCT
ajlm-2027	69	4	there	there	PRON
ajlm-2027	69	5	was	be	VERB
ajlm-2027	69	6	an	an	DET
ajlm-2027	69	7	18	18	NUM
ajlm-2027	69	8	%	%	NOUN
ajlm-2027	69	9	increase	increase	NOUN
ajlm-2027	69	10	in	in	ADP
ajlm-2027	69	11	tumour	tumour	NOUN
ajlm-2027	69	12	marker	marker	NOUN
ajlm-2027	69	13	tests	test	NOUN
ajlm-2027	69	14	processed	process	VERB
ajlm-2027	69	15	.	.	PUNCT
ajlm-2027	70	1	the	the	DET
ajlm-2027	70	2	most	most	ADV
ajlm-2027	70	3	ordered	order	VERB
ajlm-2027	70	4	tumour	tumour	NOUN
ajlm-2027	70	5	marker	marker	NOUN
ajlm-2027	70	6	was	be	AUX
ajlm-2027	70	7	psa	psa	NOUN
ajlm-2027	70	8	(	(	PUNCT
ajlm-2027	70	9	41.1	41.1	NUM
ajlm-2027	70	10	%	%	NOUN
ajlm-2027	70	11	of	of	ADP
ajlm-2027	70	12	tested	test	VERB
ajlm-2027	70	13	tumour	tumour	NOUN
ajlm-2027	70	14	markers	marker	NOUN
ajlm-2027	70	15	in	in	ADP
ajlm-2027	70	16	2017	2017	NUM
ajlm-2027	70	17	,	,	PUNCT
ajlm-2027	70	18	and	and	CCONJ
ajlm-2027	70	19	38.4	38.4	NUM
ajlm-2027	70	20	%	%	NOUN
ajlm-2027	70	21	in	in	ADP
ajlm-2027	70	22	2018	2018	NUM
ajlm-2027	70	23	)	)	PUNCT
ajlm-2027	70	24	,	,	PUNCT
ajlm-2027	70	25	while	while	SCONJ
ajlm-2027	70	26	the	the	DET
ajlm-2027	70	27	least	least	ADJ
ajlm-2027	70	28	ordered	order	VERB
ajlm-2027	70	29	was	be	AUX
ajlm-2027	70	30	ca	ca	NOUN
ajlm-2027	70	31	15	15	NUM
ajlm-2027	70	32	-	-	SYM
ajlm-2027	70	33	3	3	NUM
ajlm-2027	70	34	(	(	PUNCT
ajlm-2027	70	35	<	<	X
ajlm-2027	70	36	3	3	NUM
ajlm-2027	70	37	%	%	NOUN
ajlm-2027	70	38	of	of	ADP
ajlm-2027	70	39	tested	test	VERB
ajlm-2027	70	40	tumour	tumour	NOUN
ajlm-2027	70	41	markers	marker	NOUN
ajlm-2027	70	42	in	in	ADP
ajlm-2027	70	43	both	both	DET
ajlm-2027	70	44	2017	2017	NUM
ajlm-2027	70	45	and	and	CCONJ
ajlm-2027	70	46	2018	2018	NUM
ajlm-2027	70	47	)	)	PUNCT
ajlm-2027	70	48	(	(	PUNCT
ajlm-2027	70	49	table	table	NOUN
ajlm-2027	70	50	1	1	NUM
ajlm-2027	70	51	)	)	PUNCT
ajlm-2027	70	52	.	.	PUNCT
ajlm-2027	71	1	table	table	NOUN
ajlm-2027	71	2	1	1	NUM
ajlm-2027	71	3	:	:	PUNCT
ajlm-2027	71	4	 	 	SPACE
ajlm-2027	72	1	summary	summary	NOUN
ajlm-2027	72	2	of	of	ADP
ajlm-2027	72	3	tumour	tumour	NOUN
ajlm-2027	72	4	markers	marker	NOUN
ajlm-2027	72	5	processed	process	VERB
ajlm-2027	72	6	in	in	ADP
ajlm-2027	72	7	kwazulu	kwazulu	NOUN
ajlm-2027	72	8	-	-	PUNCT
ajlm-2027	72	9	natal	natal	ADJ
ajlm-2027	72	10	,	,	PUNCT
ajlm-2027	72	11	south	south	PROPN
ajlm-2027	72	12	africa	africa	PROPN
ajlm-2027	72	13	,	,	PUNCT
ajlm-2027	72	14	01	01	NUM
ajlm-2027	72	15	january	january	PROPN
ajlm-2027	72	16	2017	2017	NUM
ajlm-2027	72	17	to	to	ADP
ajlm-2027	72	18	30	30	NUM
ajlm-2027	72	19	june	june	PROPN
ajlm-2027	72	20	2018	2018	NUM
ajlm-2027	72	21	.	.	PUNCT
ajlm-2027	73	1	the	the	DET
ajlm-2027	73	2	majority	majority	NOUN
ajlm-2027	73	3	of	of	ADP
ajlm-2027	73	4	samples	sample	NOUN
ajlm-2027	73	5	for	for	ADP
ajlm-2027	73	6	psa	psa	NOUN
ajlm-2027	73	7	,	,	PUNCT
ajlm-2027	73	8	afp	afp	NOUN
ajlm-2027	73	9	,	,	PUNCT
ajlm-2027	73	10	carcinoembryonic	carcinoembryonic	ADJ
ajlm-2027	73	11	antigen	antigen	NOUN
ajlm-2027	73	12	,	,	PUNCT
ajlm-2027	73	13	ca	ca	PROPN
ajlm-2027	73	14	19	19	NUM
ajlm-2027	73	15	-	-	SYM
ajlm-2027	73	16	9	9	NUM
ajlm-2027	73	17	,	,	PUNCT
ajlm-2027	73	18	ca	ca	NOUN
ajlm-2027	73	19	15	15	NUM
ajlm-2027	73	20	-	-	SYM
ajlm-2027	73	21	3	3	NUM
ajlm-2027	73	22	and	and	CCONJ
ajlm-2027	73	23	ca	ca	NOUN
ajlm-2027	73	24	125	125	NUM
ajlm-2027	73	25	had	have	VERB
ajlm-2027	73	26	normal	normal	ADJ
ajlm-2027	73	27	results	result	NOUN
ajlm-2027	73	28	(	(	PUNCT
ajlm-2027	73	29	defined	define	VERB
ajlm-2027	73	30	as	as	ADP
ajlm-2027	73	31	results	result	NOUN
ajlm-2027	73	32	within	within	ADP
ajlm-2027	73	33	the	the	DET
ajlm-2027	73	34	reference	reference	NOUN
ajlm-2027	73	35	interval	interval	NOUN
ajlm-2027	73	36	)	)	PUNCT
ajlm-2027	73	37	in	in	ADP
ajlm-2027	73	38	both	both	DET
ajlm-2027	73	39	years	year	NOUN
ajlm-2027	73	40	of	of	ADP
ajlm-2027	73	41	the	the	DET
ajlm-2027	73	42	study	study	NOUN
ajlm-2027	73	43	period	period	NOUN
ajlm-2027	73	44	.	.	PUNCT
ajlm-2027	74	1	in	in	ADP
ajlm-2027	74	2	contrast	contrast	NOUN
ajlm-2027	74	3	,	,	PUNCT
ajlm-2027	74	4	hcg	hcg	PROPN
ajlm-2027	74	5	had	have	VERB
ajlm-2027	74	6	the	the	DET
ajlm-2027	74	7	most	most	ADV
ajlm-2027	74	8	abnormal	abnormal	ADJ
ajlm-2027	74	9	results	result	NOUN
ajlm-2027	74	10	(	(	PUNCT
ajlm-2027	74	11	outside	outside	ADP
ajlm-2027	74	12	of	of	ADP
ajlm-2027	74	13	reference	reference	NOUN
ajlm-2027	74	14	interval	interval	NOUN
ajlm-2027	74	15	)	)	PUNCT
ajlm-2027	74	16	for	for	ADP
ajlm-2027	74	17	both	both	DET
ajlm-2027	74	18	years	year	NOUN
ajlm-2027	74	19	in	in	ADP
ajlm-2027	74	20	the	the	DET
ajlm-2027	74	21	study	study	NOUN
ajlm-2027	74	22	period	period	NOUN
ajlm-2027	74	23	,	,	PUNCT
ajlm-2027	74	24	with	with	ADP
ajlm-2027	74	25	90.1	90.1	NUM
ajlm-2027	74	26	%	%	NOUN
ajlm-2027	74	27	(	(	PUNCT
ajlm-2027	74	28	2783/3088	2783/3088	NUM
ajlm-2027	74	29	)	)	PUNCT
ajlm-2027	74	30	abnormal	abnormal	ADJ
ajlm-2027	74	31	results	result	NOUN
ajlm-2027	74	32	for	for	ADP
ajlm-2027	74	33	2017	2017	NUM
ajlm-2027	74	34	,	,	PUNCT
ajlm-2027	74	35	and	and	CCONJ
ajlm-2027	74	36	92.1	92.1	NUM
ajlm-2027	74	37	%	%	NOUN
ajlm-2027	74	38	(	(	PUNCT
ajlm-2027	74	39	3771/4092	3771/4092	NUM
ajlm-2027	74	40	)	)	PUNCT
ajlm-2027	74	41	for	for	ADP
ajlm-2027	74	42	2018	2018	NUM
ajlm-2027	74	43	.	.	PUNCT
ajlm-2027	75	1	clinical	clinical	ADJ
ajlm-2027	75	2	history	history	NOUN
ajlm-2027	75	3	data	datum	NOUN
ajlm-2027	75	4	provided	provide	VERB
ajlm-2027	75	5	on	on	ADP
ajlm-2027	75	6	the	the	DET
ajlm-2027	75	7	laboratory	laboratory	NOUN
ajlm-2027	75	8	information	information	NOUN
ajlm-2027	75	9	system	system	NOUN
ajlm-2027	75	10	via	via	ADP
ajlm-2027	75	11	the	the	DET
ajlm-2027	75	12	central	central	ADJ
ajlm-2027	75	13	data	datum	NOUN
ajlm-2027	75	14	warehouse	warehouse	NOUN
ajlm-2027	75	15	demonstrated	demonstrate	VERB
ajlm-2027	75	16	that	that	SCONJ
ajlm-2027	75	17	there	there	PRON
ajlm-2027	75	18	were	be	VERB
ajlm-2027	75	19	no	no	DET
ajlm-2027	75	20	clinical	clinical	ADJ
ajlm-2027	75	21	histories	history	NOUN
ajlm-2027	75	22	recorded	record	VERB
ajlm-2027	75	23	for	for	ADP
ajlm-2027	75	24	most	most	ADJ
ajlm-2027	75	25	samples	sample	NOUN
ajlm-2027	75	26	(	(	PUNCT
ajlm-2027	75	27	n	n	NOUN
ajlm-2027	75	28	=	=	SYM
ajlm-2027	75	29	21	21	NUM
ajlm-2027	75	30	299	299	NUM
ajlm-2027	75	31	,	,	PUNCT
ajlm-2027	75	32	65	65	NUM
ajlm-2027	75	33	%	%	NOUN
ajlm-2027	75	34	)	)	PUNCT
ajlm-2027	75	35	.	.	PUNCT
ajlm-2027	76	1	a	a	DET
ajlm-2027	76	2	minority	minority	NOUN
ajlm-2027	76	3	of	of	ADP
ajlm-2027	76	4	samples	sample	NOUN
ajlm-2027	76	5	(	(	PUNCT
ajlm-2027	76	6	n	n	NOUN
ajlm-2027	76	7	=	=	SYM
ajlm-2027	76	8	1535	1535	NUM
ajlm-2027	76	9	,	,	PUNCT
ajlm-2027	76	10	5	5	NUM
ajlm-2027	76	11	%	%	NOUN
ajlm-2027	76	12	)	)	PUNCT
ajlm-2027	76	13	had	have	VERB
ajlm-2027	76	14	a	a	DET
ajlm-2027	76	15	history	history	NOUN
ajlm-2027	76	16	of	of	ADP
ajlm-2027	76	17	cancer	cancer	NOUN
ajlm-2027	76	18	documented	document	VERB
ajlm-2027	76	19	on	on	ADP
ajlm-2027	76	20	the	the	DET
ajlm-2027	76	21	request	request	NOUN
ajlm-2027	76	22	forms	form	NOUN
ajlm-2027	76	23	.	.	PUNCT
ajlm-2027	77	1	nine	nine	NUM
ajlm-2027	77	2	percent	percent	NOUN
ajlm-2027	77	3	(	(	PUNCT
ajlm-2027	77	4	n	n	NOUN
ajlm-2027	77	5	=	=	SYM
ajlm-2027	77	6	2927	2927	NUM
ajlm-2027	77	7	)	)	PUNCT
ajlm-2027	77	8	of	of	ADP
ajlm-2027	77	9	requests	request	NOUN
ajlm-2027	77	10	indicated	indicate	VERB
ajlm-2027	77	11	suspicion	suspicion	NOUN
ajlm-2027	77	12	of	of	ADP
ajlm-2027	77	13	malignancy	malignancy	NOUN
ajlm-2027	77	14	or	or	CCONJ
ajlm-2027	77	15	screening	screen	VERB
ajlm-2027	77	16	as	as	ADP
ajlm-2027	77	17	request	request	NOUN
ajlm-2027	77	18	reason	reason	NOUN
ajlm-2027	77	19	(	(	PUNCT
ajlm-2027	77	20	figure	figure	NOUN
ajlm-2027	77	21	1	1	NUM
ajlm-2027	77	22	)	)	PUNCT
ajlm-2027	77	23	.	.	PUNCT
ajlm-2027	78	1	figure	figure	VERB
ajlm-2027	78	2	1	1	NUM
ajlm-2027	78	3	:	:	PUNCT
ajlm-2027	78	4	clinical	clinical	ADJ
ajlm-2027	78	5	details	detail	NOUN
ajlm-2027	78	6	for	for	ADP
ajlm-2027	78	7	tumour	tumour	NOUN
ajlm-2027	78	8	marker	marker	NOUN
ajlm-2027	78	9	test	test	NOUN
ajlm-2027	78	10	requests	request	NOUN
ajlm-2027	78	11	retrieved	retrieve	VERB
ajlm-2027	78	12	from	from	ADP
ajlm-2027	78	13	laboratory	laboratory	NOUN
ajlm-2027	78	14	information	information	NOUN
ajlm-2027	78	15	system	system	NOUN
ajlm-2027	78	16	in	in	ADP
ajlm-2027	78	17	kwazulu	kwazulu	PROPN
ajlm-2027	78	18	-	-	PUNCT
ajlm-2027	78	19	natal	natal	ADJ
ajlm-2027	78	20	,	,	PUNCT
ajlm-2027	78	21	south	south	PROPN
ajlm-2027	78	22	africa	africa	PROPN
ajlm-2027	78	23	,	,	PUNCT
ajlm-2027	78	24	01	01	NUM
ajlm-2027	78	25	january	january	PROPN
ajlm-2027	78	26	2018	2018	NUM
ajlm-2027	78	27	–	–	PUNCT
ajlm-2027	78	28	30	30	NUM
ajlm-2027	78	29	june	june	PROPN
ajlm-2027	78	30	2018	2018	NUM
ajlm-2027	78	31	.	.	PUNCT
ajlm-2027	79	1	based	base	VERB
ajlm-2027	79	2	on	on	ADP
ajlm-2027	79	3	the	the	DET
ajlm-2027	79	4	national	national	PROPN
ajlm-2027	79	5	health	health	PROPN
ajlm-2027	79	6	laboratory	laboratory	PROPN
ajlm-2027	79	7	service	service	NOUN
ajlm-2027	79	8	state	state	NOUN
ajlm-2027	79	9	price	price	NOUN
ajlm-2027	79	10	list	list	NOUN
ajlm-2027	79	11	2017	2017	NUM
ajlm-2027	79	12	,	,	PUNCT
ajlm-2027	79	13	the	the	DET
ajlm-2027	79	14	cost	cost	NOUN
ajlm-2027	79	15	of	of	ADP
ajlm-2027	79	16	normal	normal	ADJ
ajlm-2027	79	17	results	result	NOUN
ajlm-2027	79	18	was	be	AUX
ajlm-2027	79	19	markedly	markedly	ADV
ajlm-2027	79	20	higher	high	ADJ
ajlm-2027	79	21	than	than	ADP
ajlm-2027	79	22	abnormal	abnormal	ADJ
ajlm-2027	79	23	results	result	NOUN
ajlm-2027	79	24	for	for	ADP
ajlm-2027	79	25	both	both	DET
ajlm-2027	79	26	study	study	NOUN
ajlm-2027	79	27	periods	period	NOUN
ajlm-2027	79	28	.	.	PUNCT
ajlm-2027	80	1	for	for	ADP
ajlm-2027	80	2	example	example	NOUN
ajlm-2027	80	3	,	,	PUNCT
ajlm-2027	80	4	from	from	ADP
ajlm-2027	80	5	01	01	NUM
ajlm-2027	80	6	january	january	PROPN
ajlm-2027	80	7	2017	2017	NUM
ajlm-2027	80	8	to	to	ADP
ajlm-2027	80	9	30	30	NUM
ajlm-2027	80	10	june	june	PROPN
ajlm-2027	80	11	2017	2017	NUM
ajlm-2027	80	12	,	,	PUNCT
ajlm-2027	80	13	normal	normal	ADJ
ajlm-2027	80	14	results	result	NOUN
ajlm-2027	80	15	cost	cost	VERB
ajlm-2027	80	16	3	3	NUM
ajlm-2027	80	17	995	995	NUM
ajlm-2027	80	18	553.00	553.00	NUM
ajlm-2027	80	19	south	south	ADJ
ajlm-2027	80	20	african	african	ADJ
ajlm-2027	80	21	rand	rand	NOUN
ajlm-2027	80	22	(	(	PUNCT
ajlm-2027	80	23	r	r	NOUN
ajlm-2027	80	24	)	)	PUNCT
ajlm-2027	80	25	(	(	PUNCT
ajlm-2027	80	26	$	$	SYM
ajlm-2027	80	27	218	218	NUM
ajlm-2027	80	28	409.51	409.51	NUM
ajlm-2027	80	29	united	unite	VERB
ajlm-2027	80	30	states	states	PROPN
ajlm-2027	80	31	dollars	dollar	NOUN
ajlm-2027	81	1	[	[	X
ajlm-2027	81	2	usd	usd	NOUN
ajlm-2027	81	3	]	]	X
ajlm-2027	81	4	)	)	PUNCT
ajlm-2027	81	5	,	,	PUNCT
ajlm-2027	81	6	while	while	SCONJ
ajlm-2027	81	7	abnormal	abnormal	ADJ
ajlm-2027	81	8	results	result	NOUN
ajlm-2027	81	9	cost	cost	VERB
ajlm-2027	81	10	r1	r1	NOUN
ajlm-2027	81	11	210	210	NUM
ajlm-2027	81	12	461.00	461.00	NUM
ajlm-2027	81	13	(	(	PUNCT
ajlm-2027	81	14	$	$	SYM
ajlm-2027	81	15	66	66	NUM
ajlm-2027	81	16	167.61	167.61	NUM
ajlm-2027	81	17	usd	usd	NOUN
ajlm-2027	81	18	)	)	PUNCT
ajlm-2027	81	19	.	.	PUNCT
ajlm-2027	82	1	in	in	ADP
ajlm-2027	82	2	the	the	DET
ajlm-2027	82	3	same	same	ADJ
ajlm-2027	82	4	period	period	NOUN
ajlm-2027	82	5	in	in	ADP
ajlm-2027	82	6	2018	2018	NUM
ajlm-2027	82	7	,	,	PUNCT
ajlm-2027	82	8	normal	normal	ADJ
ajlm-2027	82	9	results	result	NOUN
ajlm-2027	82	10	cost	cost	VERB
ajlm-2027	82	11	r4	r4	NOUN
ajlm-2027	82	12	764	764	NUM
ajlm-2027	82	13	052.00	052.00	NUM
ajlm-2027	82	14	(	(	PUNCT
ajlm-2027	82	15	$	$	SYM
ajlm-2027	82	16	260	260	NUM
ajlm-2027	82	17	418.09	418.09	NUM
ajlm-2027	82	18	usd	usd	NOUN
ajlm-2027	82	19	)	)	PUNCT
ajlm-2027	82	20	and	and	CCONJ
ajlm-2027	82	21	abnormal	abnormal	ADJ
ajlm-2027	82	22	results	result	NOUN
ajlm-2027	82	23	cost	cost	VERB
ajlm-2027	82	24	r1	r1	NOUN
ajlm-2027	82	25	181	181	NUM
ajlm-2027	82	26	010.00	010.00	NUM
ajlm-2027	82	27	(	(	PUNCT
ajlm-2027	82	28	$	$	SYM
ajlm-2027	82	29	64	64	NUM
ajlm-2027	82	30	557.73	557.73	NUM
ajlm-2027	82	31	)	)	PUNCT
ajlm-2027	82	32	(	(	PUNCT
ajlm-2027	82	33	figure	figure	NOUN
ajlm-2027	82	34	2	2	NUM
ajlm-2027	82	35	)	)	PUNCT
ajlm-2027	82	36	.	.	PUNCT
ajlm-2027	83	1	figure	figure	VERB
ajlm-2027	83	2	2	2	NUM
ajlm-2027	83	3	:	:	PUNCT
ajlm-2027	83	4	cost	cost	NOUN
ajlm-2027	83	5	of	of	ADP
ajlm-2027	83	6	resulted	result	VERB
ajlm-2027	83	7	normal	normal	ADJ
ajlm-2027	83	8	and	and	CCONJ
ajlm-2027	83	9	abnormal	abnormal	ADJ
ajlm-2027	83	10	tumour	tumour	NOUN
ajlm-2027	83	11	markers	marker	NOUN
ajlm-2027	83	12	test	test	NOUN
ajlm-2027	83	13	requests	request	NOUN
ajlm-2027	83	14	in	in	ADP
ajlm-2027	83	15	(	(	PUNCT
ajlm-2027	83	16	a	a	NOUN
ajlm-2027	83	17	)	)	PUNCT
ajlm-2027	83	18	2017	2017	NUM
ajlm-2027	83	19	and	and	CCONJ
ajlm-2027	83	20	(	(	PUNCT
ajlm-2027	83	21	b	b	NOUN
ajlm-2027	83	22	)	)	PUNCT
ajlm-2027	83	23	2018	2018	NUM
ajlm-2027	83	24	in	in	ADP
ajlm-2027	83	25	kwazulu	kwazulu	PROPN
ajlm-2027	83	26	-	-	PUNCT
ajlm-2027	83	27	natal	natal	ADJ
ajlm-2027	83	28	,	,	PUNCT
ajlm-2027	83	29	south	south	PROPN
ajlm-2027	83	30	africa	africa	PROPN
ajlm-2027	83	31	.	.	PUNCT
ajlm-2027	84	1	all	all	DET
ajlm-2027	84	2	cost	cost	NOUN
ajlm-2027	84	3	amounts	amount	NOUN
ajlm-2027	84	4	are	be	AUX
ajlm-2027	84	5	shown	show	VERB
ajlm-2027	84	6	in	in	ADP
ajlm-2027	84	7	south	south	ADJ
ajlm-2027	84	8	african	african	ADJ
ajlm-2027	84	9	rand	rand	PROPN
ajlm-2027	84	10	(	(	PUNCT
ajlm-2027	84	11	zar	zar	NOUN
ajlm-2027	84	12	)	)	PUNCT
ajlm-2027	84	13	.	.	PUNCT
ajlm-2027	85	1	most	most	ADJ
ajlm-2027	85	2	test	test	NOUN
ajlm-2027	85	3	requests	request	NOUN
ajlm-2027	85	4	were	be	AUX
ajlm-2027	85	5	received	receive	VERB
ajlm-2027	85	6	from	from	ADP
ajlm-2027	85	7	the	the	DET
ajlm-2027	85	8	outpatient	outpatient	NOUN
ajlm-2027	85	9	departments	department	NOUN
ajlm-2027	85	10	or	or	CCONJ
ajlm-2027	85	11	non	non	ADJ
ajlm-2027	85	12	-	-	ADJ
ajlm-2027	85	13	oncology	oncology	ADJ
ajlm-2027	85	14	clinics	clinic	NOUN
ajlm-2027	85	15	of	of	ADP
ajlm-2027	85	16	the	the	DET
ajlm-2027	85	17	respective	respective	ADJ
ajlm-2027	85	18	healthcare	healthcare	PROPN
ajlm-2027	85	19	facilities	facility	NOUN
ajlm-2027	85	20	.	.	PUNCT
ajlm-2027	86	1	however	however	ADV
ajlm-2027	86	2	,	,	PUNCT
ajlm-2027	86	3	test	test	NOUN
ajlm-2027	86	4	requests	request	NOUN
ajlm-2027	86	5	from	from	ADP
ajlm-2027	86	6	the	the	DET
ajlm-2027	86	7	oncology	oncology	NOUN
ajlm-2027	86	8	wards	ward	NOUN
ajlm-2027	86	9	and	and	CCONJ
ajlm-2027	86	10	clinics	clinic	NOUN
ajlm-2027	86	11	were	be	AUX
ajlm-2027	86	12	the	the	DET
ajlm-2027	86	13	lowest	low	ADJ
ajlm-2027	86	14	.	.	PUNCT
ajlm-2027	87	1	the	the	DET
ajlm-2027	87	2	tertiary	tertiary	ADJ
ajlm-2027	87	3	academic	academic	ADJ
ajlm-2027	87	4	hospitals	hospital	NOUN
ajlm-2027	87	5	made	make	VERB
ajlm-2027	87	6	the	the	DET
ajlm-2027	87	7	fewest	few	ADJ
ajlm-2027	87	8	requests	request	NOUN
ajlm-2027	87	9	,	,	PUNCT
ajlm-2027	87	10	followed	follow	VERB
ajlm-2027	87	11	by	by	ADP
ajlm-2027	87	12	primary	primary	ADJ
ajlm-2027	87	13	healthcare	healthcare	NOUN
ajlm-2027	87	14	facilities	facility	NOUN
ajlm-2027	87	15	.	.	PUNCT
ajlm-2027	88	1	requests	request	NOUN
ajlm-2027	88	2	from	from	ADP
ajlm-2027	88	3	district	district	NOUN
ajlm-2027	88	4	hospitals	hospital	NOUN
ajlm-2027	88	5	increased	increase	VERB
ajlm-2027	88	6	in	in	ADP
ajlm-2027	88	7	2018	2018	NUM
ajlm-2027	88	8	by	by	ADP
ajlm-2027	88	9	58.7	58.7	NUM
ajlm-2027	88	10	%	%	NOUN
ajlm-2027	88	11	to	to	PART
ajlm-2027	88	12	overtake	overtake	VERB
ajlm-2027	88	13	regional	regional	ADJ
ajlm-2027	88	14	hospitals	hospital	NOUN
ajlm-2027	88	15	as	as	ADP
ajlm-2027	88	16	the	the	DET
ajlm-2027	88	17	main	main	ADJ
ajlm-2027	88	18	requestors	requestor	NOUN
ajlm-2027	88	19	(	(	PUNCT
ajlm-2027	88	20	table	table	NOUN
ajlm-2027	88	21	2	2	NUM
ajlm-2027	88	22	)	)	PUNCT
ajlm-2027	88	23	.	.	PUNCT
ajlm-2027	89	1	table	table	NOUN
ajlm-2027	89	2	2	2	NUM
ajlm-2027	89	3	:	:	PUNCT
ajlm-2027	89	4	 	 	SPACE
ajlm-2027	89	5	distribution	distribution	NOUN
ajlm-2027	89	6	of	of	ADP
ajlm-2027	89	7	samples	sample	NOUN
ajlm-2027	89	8	processed	process	VERB
ajlm-2027	89	9	per	per	ADP
ajlm-2027	89	10	location	location	NOUN
ajlm-2027	89	11	for	for	ADP
ajlm-2027	89	12	tumour	tumour	NOUN
ajlm-2027	89	13	marker	marker	NOUN
ajlm-2027	89	14	testing	testing	NOUN
ajlm-2027	89	15	in	in	ADP
ajlm-2027	89	16	kwazulu	kwazulu	NOUN
ajlm-2027	89	17	-	-	PUNCT
ajlm-2027	89	18	natal	natal	ADJ
ajlm-2027	89	19	,	,	PUNCT
ajlm-2027	89	20	south	south	PROPN
ajlm-2027	89	21	africa	africa	PROPN
ajlm-2027	89	22	,	,	PUNCT
ajlm-2027	89	23	01	01	NUM
ajlm-2027	89	24	january	january	PROPN
ajlm-2027	89	25	2017	2017	NUM
ajlm-2027	89	26	–	–	PUNCT
ajlm-2027	89	27	30	30	NUM
ajlm-2027	89	28	june	june	PROPN
ajlm-2027	89	29	2018	2018	NUM
ajlm-2027	89	30	.	.	PUNCT
ajlm-2027	90	1	the	the	DET
ajlm-2027	90	2	egk	egk	NOUN
ajlm-2027	90	3	rejected	reject	VERB
ajlm-2027	90	4	an	an	DET
ajlm-2027	90	5	average	average	NOUN
ajlm-2027	90	6	of	of	ADP
ajlm-2027	90	7	95	95	NUM
ajlm-2027	90	8	tumour	tumour	NOUN
ajlm-2027	90	9	marker	marker	NOUN
ajlm-2027	90	10	test	test	NOUN
ajlm-2027	90	11	requests	request	NOUN
ajlm-2027	90	12	per	per	ADP
ajlm-2027	90	13	month	month	NOUN
ajlm-2027	90	14	from	from	ADP
ajlm-2027	90	15	01	01	NUM
ajlm-2027	90	16	january	january	PROPN
ajlm-2027	90	17	2018	2018	NUM
ajlm-2027	90	18	to	to	ADP
ajlm-2027	90	19	30	30	NUM
ajlm-2027	90	20	june	june	PROPN
ajlm-2027	90	21	2018	2018	NUM
ajlm-2027	90	22	with	with	ADP
ajlm-2027	90	23	a	a	DET
ajlm-2027	90	24	total	total	NOUN
ajlm-2027	90	25	of	of	ADP
ajlm-2027	90	26	570	570	NUM
ajlm-2027	90	27	tests	test	NOUN
ajlm-2027	90	28	rejected	reject	VERB
ajlm-2027	90	29	over	over	ADP
ajlm-2027	90	30	this	this	DET
ajlm-2027	90	31	period	period	NOUN
ajlm-2027	90	32	.	.	PUNCT
ajlm-2027	91	1	additionally	additionally	ADV
ajlm-2027	91	2	,	,	PUNCT
ajlm-2027	91	3	during	during	ADP
ajlm-2027	91	4	the	the	DET
ajlm-2027	91	5	same	same	ADJ
ajlm-2027	91	6	6	6	NUM
ajlm-2027	91	7	-	-	PUNCT
ajlm-2027	91	8	month	month	NOUN
ajlm-2027	91	9	period	period	NOUN
ajlm-2027	91	10	,	,	PUNCT
ajlm-2027	91	11	no	no	DET
ajlm-2027	91	12	egk	egk	NOUN
ajlm-2027	91	13	-	-	PUNCT
ajlm-2027	91	14	rejected	reject	VERB
ajlm-2027	91	15	tumour	tumour	NOUN
ajlm-2027	91	16	marker	marker	NOUN
ajlm-2027	91	17	tests	test	NOUN
ajlm-2027	91	18	were	be	AUX
ajlm-2027	91	19	restored	restore	VERB
ajlm-2027	91	20	.	.	PUNCT
ajlm-2027	92	1	the	the	DET
ajlm-2027	92	2	total	total	ADJ
ajlm-2027	92	3	cost	cost	NOUN
ajlm-2027	92	4	of	of	ADP
ajlm-2027	92	5	tumour	tumour	NOUN
ajlm-2027	92	6	marker	marker	NOUN
ajlm-2027	92	7	rejected	reject	VERB
ajlm-2027	92	8	test	test	NOUN
ajlm-2027	92	9	requests	request	NOUN
ajlm-2027	92	10	was	be	AUX
ajlm-2027	92	11	r78	r78	ADV
ajlm-2027	92	12	043.86	043.86	NUM
ajlm-2027	92	13	in	in	ADP
ajlm-2027	92	14	2018	2018	NUM
ajlm-2027	92	15	(	(	PUNCT
ajlm-2027	92	16	table	table	NOUN
ajlm-2027	92	17	3	3	NUM
ajlm-2027	92	18	)	)	PUNCT
ajlm-2027	92	19	.	.	PUNCT
ajlm-2027	93	1	table	table	NOUN
ajlm-2027	93	2	3	3	NUM
ajlm-2027	93	3	:	:	PUNCT
ajlm-2027	93	4	 	 	SPACE
ajlm-2027	93	5	electronic	electronic	ADJ
ajlm-2027	93	6	gatekeeping	gatekeeping	NOUN
ajlm-2027	93	7	rejection	rejection	NOUN
ajlm-2027	93	8	rate	rate	NOUN
ajlm-2027	93	9	and	and	CCONJ
ajlm-2027	93	10	costs	cost	NOUN
ajlm-2027	93	11	saved	save	VERB
ajlm-2027	93	12	in	in	ADP
ajlm-2027	93	13	kwazulu	kwazulu	NOUN
ajlm-2027	93	14	-	-	PUNCT
ajlm-2027	93	15	natal	natal	ADJ
ajlm-2027	93	16	,	,	PUNCT
ajlm-2027	93	17	south	south	PROPN
ajlm-2027	93	18	africa	africa	PROPN
ajlm-2027	93	19	,	,	PUNCT
ajlm-2027	93	20	01	01	NUM
ajlm-2027	93	21	january	january	PROPN
ajlm-2027	93	22	2018	2018	NUM
ajlm-2027	93	23	–	–	PUNCT
ajlm-2027	93	24	30	30	NUM
ajlm-2027	93	25	june	june	PROPN
ajlm-2027	93	26	2018	2018	NUM
ajlm-2027	93	27	.	.	PUNCT
ajlm-2027	94	1	clinician	clinician	ADJ
ajlm-2027	94	2	questionnaire	questionnaire	NOUN
ajlm-2027	94	3	findings	finding	NOUN
ajlm-2027	94	4	we	we	PRON
ajlm-2027	94	5	reviewed	review	VERB
ajlm-2027	94	6	22	22	NUM
ajlm-2027	94	7	responses	response	NOUN
ajlm-2027	94	8	from	from	ADP
ajlm-2027	94	9	the	the	DET
ajlm-2027	94	10	37	37	NUM
ajlm-2027	94	11	questionnaires	questionnaire	NOUN
ajlm-2027	94	12	distributed	distribute	VERB
ajlm-2027	94	13	(	(	PUNCT
ajlm-2027	94	14	59	59	NUM
ajlm-2027	94	15	%	%	NOUN
ajlm-2027	94	16	response	response	NOUN
ajlm-2027	94	17	rate	rate	NOUN
ajlm-2027	94	18	)	)	PUNCT
ajlm-2027	94	19	.	.	PUNCT
ajlm-2027	95	1	most	most	ADJ
ajlm-2027	95	2	respondents	respondent	NOUN
ajlm-2027	95	3	were	be	AUX
ajlm-2027	95	4	from	from	ADP
ajlm-2027	95	5	surgical	surgical	ADJ
ajlm-2027	95	6	departments	department	NOUN
ajlm-2027	95	7	(	(	PUNCT
ajlm-2027	95	8	n	n	NOUN
ajlm-2027	95	9	=	=	SYM
ajlm-2027	95	10	24	24	NUM
ajlm-2027	95	11	;	;	PUNCT
ajlm-2027	95	12	64	64	NUM
ajlm-2027	95	13	%	%	NOUN
ajlm-2027	95	14	)	)	PUNCT
ajlm-2027	95	15	,	,	PUNCT
ajlm-2027	95	16	followed	follow	VERB
ajlm-2027	95	17	by	by	ADP
ajlm-2027	95	18	medical	medical	ADJ
ajlm-2027	95	19	(	(	PUNCT
ajlm-2027	95	20	n	n	NOUN
ajlm-2027	95	21	=	=	SYM
ajlm-2027	95	22	9	9	NUM
ajlm-2027	95	23	;	;	PUNCT
ajlm-2027	95	24	24	24	NUM
ajlm-2027	95	25	%	%	NOUN
ajlm-2027	95	26	)	)	PUNCT
ajlm-2027	95	27	,	,	PUNCT
ajlm-2027	95	28	with	with	ADP
ajlm-2027	95	29	the	the	DET
ajlm-2027	95	30	remainder	remainder	NOUN
ajlm-2027	95	31	(	(	PUNCT
ajlm-2027	95	32	n	n	NOUN
ajlm-2027	95	33	=	=	SYM
ajlm-2027	95	34	3	3	NUM
ajlm-2027	95	35	;	;	PUNCT
ajlm-2027	95	36	9	9	NUM
ajlm-2027	95	37	%	%	NOUN
ajlm-2027	95	38	)	)	PUNCT
ajlm-2027	95	39	being	be	AUX
ajlm-2027	95	40	from	from	ADP
ajlm-2027	95	41	general	general	ADJ
ajlm-2027	95	42	outpatient	outpatient	NOUN
ajlm-2027	95	43	clinics	clinic	NOUN
ajlm-2027	95	44	or	or	CCONJ
ajlm-2027	95	45	unspecified	unspecified	ADJ
ajlm-2027	95	46	.	.	PUNCT
ajlm-2027	96	1	participants	participant	NOUN
ajlm-2027	96	2	consisted	consist	VERB
ajlm-2027	96	3	predominantly	predominantly	ADV
ajlm-2027	96	4	of	of	ADP
ajlm-2027	96	5	junior	junior	ADJ
ajlm-2027	96	6	staff	staff	NOUN
ajlm-2027	96	7	(	(	PUNCT
ajlm-2027	96	8	interns	intern	NOUN
ajlm-2027	96	9	)	)	PUNCT
ajlm-2027	96	10	and	and	CCONJ
ajlm-2027	96	11	non	non	ADJ
ajlm-2027	96	12	-	-	ADJ
ajlm-2027	96	13	specialist	specialist	ADJ
ajlm-2027	96	14	medical	medical	ADJ
ajlm-2027	96	15	officers	officer	NOUN
ajlm-2027	96	16	.	.	PUNCT
ajlm-2027	97	1	ninety	ninety	NUM
ajlm-2027	97	2	-	-	PUNCT
ajlm-2027	97	3	five	five	NUM
ajlm-2027	97	4	percent	percent	NOUN
ajlm-2027	97	5	(	(	PUNCT
ajlm-2027	97	6	n	n	NOUN
ajlm-2027	97	7	=	=	SYM
ajlm-2027	97	8	21	21	NUM
ajlm-2027	97	9	)	)	PUNCT
ajlm-2027	97	10	of	of	ADP
ajlm-2027	97	11	respondents	respondent	NOUN
ajlm-2027	97	12	indicated	indicate	VERB
ajlm-2027	97	13	that	that	SCONJ
ajlm-2027	97	14	their	their	PRON
ajlm-2027	97	15	facility	facility	NOUN
ajlm-2027	97	16	had	have	VERB
ajlm-2027	97	17	no	no	DET
ajlm-2027	97	18	dedicated	dedicated	ADJ
ajlm-2027	97	19	oncology	oncology	NOUN
ajlm-2027	97	20	unit	unit	NOUN
ajlm-2027	97	21	or	or	CCONJ
ajlm-2027	97	22	clinics	clinic	NOUN
ajlm-2027	97	23	.	.	PUNCT
ajlm-2027	98	1	a	a	DET
ajlm-2027	98	2	further	further	ADJ
ajlm-2027	98	3	91	91	NUM
ajlm-2027	98	4	%	%	NOUN
ajlm-2027	98	5	(	(	PUNCT
ajlm-2027	98	6	n	n	NOUN
ajlm-2027	98	7	=	=	SYM
ajlm-2027	98	8	20	20	NUM
ajlm-2027	98	9	)	)	PUNCT
ajlm-2027	98	10	of	of	ADP
ajlm-2027	98	11	the	the	DET
ajlm-2027	98	12	participants	participant	NOUN
ajlm-2027	98	13	were	be	AUX
ajlm-2027	98	14	unaware	unaware	ADJ
ajlm-2027	98	15	of	of	ADP
ajlm-2027	98	16	any	any	DET
ajlm-2027	98	17	local	local	ADJ
ajlm-2027	98	18	or	or	CCONJ
ajlm-2027	98	19	international	international	ADJ
ajlm-2027	98	20	tumour	tumour	NOUN
ajlm-2027	98	21	marker	marker	NOUN
ajlm-2027	98	22	test	test	NOUN
ajlm-2027	98	23	request	request	NOUN
ajlm-2027	98	24	guidelines	guideline	NOUN
ajlm-2027	98	25	for	for	ADP
ajlm-2027	98	26	clinical	clinical	ADJ
ajlm-2027	98	27	practice	practice	NOUN
ajlm-2027	98	28	.	.	PUNCT
ajlm-2027	99	1	participants	participant	NOUN
ajlm-2027	99	2	indicated	indicate	VERB
ajlm-2027	99	3	the	the	DET
ajlm-2027	99	4	following	following	NOUN
ajlm-2027	99	5	as	as	ADP
ajlm-2027	99	6	consequent	consequent	ADJ
ajlm-2027	99	7	actions	action	NOUN
ajlm-2027	99	8	to	to	ADP
ajlm-2027	99	9	an	an	DET
ajlm-2027	99	10	abnormal	abnormal	ADJ
ajlm-2027	99	11	tumour	tumour	NOUN
ajlm-2027	99	12	marker	marker	NOUN
ajlm-2027	99	13	result	result	NOUN
ajlm-2027	99	14	:	:	PUNCT
ajlm-2027	99	15	imaging	imaging	NOUN
ajlm-2027	99	16	studies	study	NOUN
ajlm-2027	99	17	(	(	PUNCT
ajlm-2027	99	18	n	n	NOUN
ajlm-2027	99	19	=	=	SYM
ajlm-2027	99	20	20	20	NUM
ajlm-2027	99	21	,	,	PUNCT
ajlm-2027	99	22	91	91	NUM
ajlm-2027	99	23	%	%	NOUN
ajlm-2027	99	24	)	)	PUNCT
ajlm-2027	99	25	,	,	PUNCT
ajlm-2027	99	26	63	63	NUM
ajlm-2027	99	27	%	%	NOUN
ajlm-2027	99	28	(	(	PUNCT
ajlm-2027	99	29	n	n	NOUN
ajlm-2027	99	30	=	=	SYM
ajlm-2027	99	31	14	14	NUM
ajlm-2027	99	32	)	)	PUNCT
ajlm-2027	99	33	included	include	VERB
ajlm-2027	99	34	biopsy	biopsy	NOUN
ajlm-2027	99	35	,	,	PUNCT
ajlm-2027	99	36	referral	referral	NOUN
ajlm-2027	99	37	(	(	PUNCT
ajlm-2027	99	38	n	n	NOUN
ajlm-2027	99	39	=	=	SYM
ajlm-2027	99	40	11	11	NUM
ajlm-2027	99	41	,	,	PUNCT
ajlm-2027	99	42	50	50	NUM
ajlm-2027	99	43	%	%	NOUN
ajlm-2027	99	44	)	)	PUNCT
ajlm-2027	99	45	,	,	PUNCT
ajlm-2027	99	46	requesting	request	VERB
ajlm-2027	99	47	another	another	DET
ajlm-2027	99	48	tumour	tumour	NOUN
ajlm-2027	99	49	marker	marker	NOUN
ajlm-2027	99	50	test	test	NOUN
ajlm-2027	99	51	(	(	PUNCT
ajlm-2027	99	52	n	n	NOUN
ajlm-2027	99	53	=	=	SYM
ajlm-2027	99	54	3	3	NUM
ajlm-2027	99	55	,	,	PUNCT
ajlm-2027	99	56	14	14	NUM
ajlm-2027	99	57	%	%	NOUN
ajlm-2027	99	58	)	)	PUNCT
ajlm-2027	99	59	,	,	PUNCT
ajlm-2027	99	60	and	and	CCONJ
ajlm-2027	99	61	9	9	NUM
ajlm-2027	99	62	%	%	NOUN
ajlm-2027	99	63	(	(	PUNCT
ajlm-2027	99	64	n	n	NOUN
ajlm-2027	99	65	=	=	SYM
ajlm-2027	99	66	2	2	NUM
ajlm-2027	99	67	)	)	PUNCT
ajlm-2027	99	68	included	include	VERB
ajlm-2027	99	69	repeating	repeat	VERB
ajlm-2027	99	70	the	the	DET
ajlm-2027	99	71	tumour	tumour	NOUN
ajlm-2027	99	72	marker	marker	NOUN
ajlm-2027	99	73	test	test	NOUN
ajlm-2027	99	74	.	.	PUNCT
ajlm-2027	100	1	most	most	ADJ
ajlm-2027	100	2	respondents	respondent	NOUN
ajlm-2027	100	3	requested	request	VERB
ajlm-2027	100	4	tumour	tumour	NOUN
ajlm-2027	100	5	markers	marker	NOUN
ajlm-2027	100	6	to	to	PART
ajlm-2027	100	7	query	query	VERB
ajlm-2027	100	8	suspected	suspect	VERB
ajlm-2027	100	9	tumours	tumour	NOUN
ajlm-2027	100	10	;	;	PUNCT
ajlm-2027	100	11	over	over	ADP
ajlm-2027	100	12	20	20	NUM
ajlm-2027	100	13	%	%	NOUN
ajlm-2027	100	14	(	(	PUNCT
ajlm-2027	100	15	n	n	NOUN
ajlm-2027	100	16	=	=	SYM
ajlm-2027	100	17	4	4	NUM
ajlm-2027	100	18	)	)	PUNCT
ajlm-2027	100	19	indicated	indicate	VERB
ajlm-2027	100	20	their	their	PRON
ajlm-2027	100	21	use	use	NOUN
ajlm-2027	100	22	to	to	PART
ajlm-2027	100	23	detect	detect	VERB
ajlm-2027	100	24	tumour	tumour	NOUN
ajlm-2027	100	25	sources	source	NOUN
ajlm-2027	100	26	(	(	PUNCT
ajlm-2027	100	27	figure	figure	NOUN
ajlm-2027	100	28	3	3	NUM
ajlm-2027	100	29	)	)	PUNCT
ajlm-2027	100	30	.	.	PUNCT
ajlm-2027	101	1	figure	figure	VERB
ajlm-2027	101	2	3	3	NUM
ajlm-2027	101	3	:	:	PUNCT
ajlm-2027	101	4	reasons	reason	NOUN
ajlm-2027	101	5	for	for	ADP
ajlm-2027	101	6	requesting	request	VERB
ajlm-2027	101	7	tumour	tumour	NOUN
ajlm-2027	101	8	marker	marker	NOUN
ajlm-2027	101	9	testing	testing	NOUN
ajlm-2027	101	10	per	per	ADP
ajlm-2027	101	11	questionnaire	questionnaire	NOUN
ajlm-2027	101	12	respondents	respondent	NOUN
ajlm-2027	101	13	,	,	PUNCT
ajlm-2027	101	14	june	june	PROPN
ajlm-2027	101	15	2018	2018	NUM
ajlm-2027	101	16	,	,	PUNCT
ajlm-2027	101	17	in	in	ADP
ajlm-2027	101	18	kwazulu	kwazulu	NOUN
ajlm-2027	101	19	-	-	PUNCT
ajlm-2027	101	20	natal	natal	ADJ
ajlm-2027	101	21	,	,	PUNCT
ajlm-2027	101	22	south	south	PROPN
ajlm-2027	101	23	africa	africa	PROPN
ajlm-2027	101	24	.	.	PUNCT
ajlm-2027	102	1	discussion	discussion	NOUN
ajlm-2027	102	2	tumour	tumour	NOUN
ajlm-2027	102	3	markers	marker	NOUN
ajlm-2027	102	4	are	be	AUX
ajlm-2027	102	5	some	some	PRON
ajlm-2027	102	6	of	of	ADP
ajlm-2027	102	7	the	the	DET
ajlm-2027	102	8	more	more	ADV
ajlm-2027	102	9	expensive	expensive	ADJ
ajlm-2027	102	10	clinical	clinical	ADJ
ajlm-2027	102	11	chemistry	chemistry	NOUN
ajlm-2027	102	12	tests	test	NOUN
ajlm-2027	102	13	.	.	PUNCT
ajlm-2027	103	1	based	base	VERB
ajlm-2027	103	2	on	on	ADP
ajlm-2027	103	3	the	the	DET
ajlm-2027	103	4	national	national	PROPN
ajlm-2027	103	5	health	health	PROPN
ajlm-2027	103	6	laboratory	laboratory	PROPN
ajlm-2027	103	7	service	service	NOUN
ajlm-2027	103	8	test	test	NOUN
ajlm-2027	103	9	pricing	pricing	NOUN
ajlm-2027	103	10	for	for	ADP
ajlm-2027	103	11	the	the	DET
ajlm-2027	103	12	period	period	NOUN
ajlm-2027	103	13	2017/2018	2017/2018	NUM
ajlm-2027	103	14	,	,	PUNCT
ajlm-2027	103	15	the	the	DET
ajlm-2027	103	16	total	total	ADJ
ajlm-2027	103	17	cost	cost	NOUN
ajlm-2027	103	18	of	of	ADP
ajlm-2027	103	19	tumour	tumour	NOUN
ajlm-2027	103	20	marker	marker	NOUN
ajlm-2027	103	21	testing	testing	NOUN
ajlm-2027	103	22	for	for	ADP
ajlm-2027	103	23	the	the	DET
ajlm-2027	103	24	two	two	NUM
ajlm-2027	103	25	periods	period	NOUN
ajlm-2027	103	26	reviewed	review	VERB
ajlm-2027	103	27	was	be	AUX
ajlm-2027	103	28	more	more	ADJ
ajlm-2027	103	29	than	than	ADP
ajlm-2027	103	30	r10	r10	NUM
ajlm-2027	103	31	million	million	NUM
ajlm-2027	103	32	(	(	PUNCT
ajlm-2027	103	33	$	$	SYM
ajlm-2027	103	34	546	546	NUM
ajlm-2027	103	35	631.50	631.50	NUM
ajlm-2027	103	36	usd	usd	NOUN
ajlm-2027	103	37	)	)	PUNCT
ajlm-2027	103	38	.	.	PUNCT
ajlm-2027	104	1	all	all	PRON
ajlm-2027	104	2	rejected	reject	VERB
ajlm-2027	104	3	tumour	tumour	NOUN
ajlm-2027	104	4	marker	marker	NOUN
ajlm-2027	104	5	tests	test	NOUN
ajlm-2027	104	6	were	be	AUX
ajlm-2027	104	7	estimated	estimate	VERB
ajlm-2027	104	8	to	to	PART
ajlm-2027	104	9	cost	cost	VERB
ajlm-2027	104	10	r78	r78	NOUN
ajlm-2027	104	11	043.86	043.86	NUM
ajlm-2027	104	12	(	(	PUNCT
ajlm-2027	104	13	$	$	SYM
ajlm-2027	104	14	4266.12	4266.12	NUM
ajlm-2027	104	15	usd	usd	NOUN
ajlm-2027	104	16	)	)	PUNCT
ajlm-2027	104	17	in	in	ADP
ajlm-2027	104	18	2018	2018	NUM
ajlm-2027	104	19	.	.	PUNCT
ajlm-2027	105	1	in	in	ADP
ajlm-2027	105	2	the	the	DET
ajlm-2027	105	3	public	public	ADJ
ajlm-2027	105	4	sector	sector	NOUN
ajlm-2027	105	5	in	in	ADP
ajlm-2027	105	6	south	south	PROPN
ajlm-2027	105	7	africa	africa	PROPN
ajlm-2027	105	8	,	,	PUNCT
ajlm-2027	105	9	the	the	DET
ajlm-2027	105	10	cost	cost	NOUN
ajlm-2027	105	11	of	of	ADP
ajlm-2027	105	12	laboratory	laboratory	NOUN
ajlm-2027	105	13	testing	testing	NOUN
ajlm-2027	105	14	is	be	AUX
ajlm-2027	105	15	paid	pay	VERB
ajlm-2027	105	16	by	by	ADP
ajlm-2027	105	17	the	the	DET
ajlm-2027	105	18	department	department	PROPN
ajlm-2027	105	19	of	of	ADP
ajlm-2027	105	20	health	health	PROPN
ajlm-2027	105	21	(	(	PUNCT
ajlm-2027	105	22	state	state	NOUN
ajlm-2027	105	23	)	)	PUNCT
ajlm-2027	105	24	,	,	PUNCT
ajlm-2027	105	25	with	with	ADP
ajlm-2027	105	26	no	no	DET
ajlm-2027	105	27	cost	cost	NOUN
ajlm-2027	105	28	to	to	ADP
ajlm-2027	105	29	the	the	DET
ajlm-2027	105	30	patient	patient	NOUN
ajlm-2027	105	31	.	.	PUNCT
ajlm-2027	106	1	the	the	DET
ajlm-2027	106	2	egk	egk	ADJ
ajlm-2027	106	3	rejects	reject	VERB
ajlm-2027	106	4	test	test	NOUN
ajlm-2027	106	5	requests	request	NOUN
ajlm-2027	106	6	before	before	ADP
ajlm-2027	106	7	payment	payment	NOUN
ajlm-2027	106	8	and	and	CCONJ
ajlm-2027	106	9	laboratory	laboratory	NOUN
ajlm-2027	106	10	testing	testing	NOUN
ajlm-2027	106	11	,	,	PUNCT
ajlm-2027	106	12	hence	hence	ADV
ajlm-2027	106	13	no	no	DET
ajlm-2027	106	14	refund	refund	NOUN
ajlm-2027	106	15	is	be	AUX
ajlm-2027	106	16	made	make	VERB
ajlm-2027	106	17	on	on	ADP
ajlm-2027	106	18	rejected	reject	VERB
ajlm-2027	106	19	requests	request	NOUN
ajlm-2027	106	20	.	.	PUNCT
ajlm-2027	107	1	previous	previous	ADJ
ajlm-2027	107	2	reports	report	NOUN
ajlm-2027	107	3	from	from	ADP
ajlm-2027	107	4	1997–2012	1997–2012	NUM
ajlm-2027	107	5	state	state	NOUN
ajlm-2027	107	6	that	that	SCONJ
ajlm-2027	107	7	20	20	NUM
ajlm-2027	107	8	%	%	NOUN
ajlm-2027	107	9	–	–	PUNCT
ajlm-2027	107	10	50	50	NUM
ajlm-2027	107	11	%	%	NOUN
ajlm-2027	107	12	of	of	ADP
ajlm-2027	107	13	laboratory	laboratory	NOUN
ajlm-2027	107	14	tests	test	NOUN
ajlm-2027	107	15	are	be	AUX
ajlm-2027	107	16	inappropriate	inappropriate	ADJ
ajlm-2027	107	17	or	or	CCONJ
ajlm-2027	107	18	are	be	AUX
ajlm-2027	107	19	not	not	PART
ajlm-2027	107	20	evidence	evidence	NOUN
ajlm-2027	107	21	-	-	PUNCT
ajlm-2027	107	22	based	base	VERB
ajlm-2027	107	23	practices.22,23	practices.22,23	NOUN
ajlm-2027	107	24	pema	pema	NOUN
ajlm-2027	107	25	,	,	PUNCT
ajlm-2027	107	26	kiabilua	kiabilua	NOUN
ajlm-2027	107	27	and	and	CCONJ
ajlm-2027	107	28	pillay	pillay	PROPN
ajlm-2027	107	29	(	(	PUNCT
ajlm-2027	107	30	gauteng	gauteng	PROPN
ajlm-2027	107	31	,	,	PUNCT
ajlm-2027	107	32	south	south	PROPN
ajlm-2027	107	33	africa	africa	PROPN
ajlm-2027	107	34	,	,	PUNCT
ajlm-2027	107	35	in	in	ADP
ajlm-2027	107	36	2018),15	2018),15	NUM
ajlm-2027	107	37	and	and	CCONJ
ajlm-2027	107	38	smit	smit	PROPN
ajlm-2027	107	39	,	,	PUNCT
ajlm-2027	107	40	zemlin	zemlin	PROPN
ajlm-2027	107	41	and	and	CCONJ
ajlm-2027	107	42	erasmus	erasmus	PROPN
ajlm-2027	107	43	(	(	PUNCT
ajlm-2027	107	44	tygerberg	tygerberg	PROPN
ajlm-2027	107	45	,	,	PUNCT
ajlm-2027	107	46	western	western	ADJ
ajlm-2027	107	47	cape	cape	NOUN
ajlm-2027	107	48	,	,	PUNCT
ajlm-2027	107	49	south	south	PROPN
ajlm-2027	107	50	africa	africa	PROPN
ajlm-2027	107	51	,	,	PUNCT
ajlm-2027	107	52	in	in	ADP
ajlm-2027	107	53	2015)14	2015)14	NUM
ajlm-2027	107	54	reported	report	VERB
ajlm-2027	107	55	significant	significant	ADJ
ajlm-2027	107	56	cost	cost	NOUN
ajlm-2027	107	57	reductions	reduction	NOUN
ajlm-2027	107	58	through	through	ADP
ajlm-2027	107	59	egk	egk	NOUN
ajlm-2027	107	60	of	of	ADP
ajlm-2027	107	61	requests	request	NOUN
ajlm-2027	107	62	.	.	PUNCT
ajlm-2027	108	1	however	however	ADV
ajlm-2027	108	2	,	,	PUNCT
ajlm-2027	108	3	the	the	DET
ajlm-2027	108	4	test	test	NOUN
ajlm-2027	108	5	requests	request	NOUN
ajlm-2027	108	6	reviewed	review	VERB
ajlm-2027	108	7	were	be	AUX
ajlm-2027	108	8	smaller	small	ADJ
ajlm-2027	108	9	-	-	PUNCT
ajlm-2027	108	10	volume	volume	NOUN
ajlm-2027	108	11	tests	test	NOUN
ajlm-2027	108	12	.	.	PUNCT
ajlm-2027	109	1	our	our	PRON
ajlm-2027	109	2	findings	finding	NOUN
ajlm-2027	109	3	showed	show	VERB
ajlm-2027	109	4	that	that	SCONJ
ajlm-2027	109	5	the	the	DET
ajlm-2027	109	6	number	number	NOUN
ajlm-2027	109	7	of	of	ADP
ajlm-2027	109	8	tumour	tumour	NOUN
ajlm-2027	109	9	marker	marker	NOUN
ajlm-2027	109	10	tests	test	NOUN
ajlm-2027	109	11	rejected	reject	VERB
ajlm-2027	109	12	by	by	ADP
ajlm-2027	109	13	the	the	DET
ajlm-2027	109	14	egk	egk	ADJ
ajlm-2027	109	15	rules	rule	NOUN
ajlm-2027	109	16	was	be	AUX
ajlm-2027	109	17	minimal	minimal	ADJ
ajlm-2027	109	18	.	.	PUNCT
ajlm-2027	110	1	fewer	few	ADJ
ajlm-2027	110	2	than	than	ADP
ajlm-2027	110	3	20	20	NUM
ajlm-2027	110	4	tests	test	NOUN
ajlm-2027	110	5	were	be	AUX
ajlm-2027	110	6	rejected	reject	VERB
ajlm-2027	110	7	on	on	ADP
ajlm-2027	110	8	average	average	ADJ
ajlm-2027	110	9	,	,	PUNCT
ajlm-2027	110	10	per	per	ADP
ajlm-2027	110	11	month	month	NOUN
ajlm-2027	110	12	,	,	PUNCT
ajlm-2027	110	13	for	for	ADP
ajlm-2027	110	14	each	each	PRON
ajlm-2027	110	15	of	of	ADP
ajlm-2027	110	16	the	the	DET
ajlm-2027	110	17	tumour	tumour	NOUN
ajlm-2027	110	18	markers	marker	NOUN
ajlm-2027	110	19	apart	apart	ADV
ajlm-2027	110	20	from	from	ADP
ajlm-2027	110	21	psa	psa	NOUN
ajlm-2027	110	22	.	.	PUNCT
ajlm-2027	111	1	this	this	DET
ajlm-2027	111	2	low	low	ADJ
ajlm-2027	111	3	rejection	rejection	NOUN
ajlm-2027	111	4	rate	rate	NOUN
ajlm-2027	111	5	suggests	suggest	VERB
ajlm-2027	111	6	that	that	SCONJ
ajlm-2027	111	7	appropriate	appropriate	ADJ
ajlm-2027	111	8	test	test	NOUN
ajlm-2027	111	9	ordering	ordering	NOUN
ajlm-2027	111	10	,	,	PUNCT
ajlm-2027	111	11	per	per	ADP
ajlm-2027	111	12	the	the	DET
ajlm-2027	111	13	test	test	NOUN
ajlm-2027	111	14	’s	’s	PART
ajlm-2027	111	15	correct	correct	ADJ
ajlm-2027	111	16	clinical	clinical	ADJ
ajlm-2027	111	17	requirement	requirement	NOUN
ajlm-2027	111	18	and	and	CCONJ
ajlm-2027	111	19	guidelines	guideline	NOUN
ajlm-2027	111	20	,	,	PUNCT
ajlm-2027	111	21	would	would	AUX
ajlm-2027	111	22	be	be	AUX
ajlm-2027	111	23	the	the	DET
ajlm-2027	111	24	most	most	ADV
ajlm-2027	111	25	effective	effective	ADJ
ajlm-2027	111	26	way	way	NOUN
ajlm-2027	111	27	of	of	ADP
ajlm-2027	111	28	controlling	control	VERB
ajlm-2027	111	29	inappropriate	inappropriate	ADJ
ajlm-2027	111	30	tumour	tumour	NOUN
ajlm-2027	111	31	marker	marker	NOUN
ajlm-2027	111	32	test	test	NOUN
ajlm-2027	111	33	requests	request	NOUN
ajlm-2027	111	34	.	.	PUNCT
ajlm-2027	112	1	appropriate	appropriate	ADJ
ajlm-2027	112	2	test	test	NOUN
ajlm-2027	112	3	ordering	ordering	NOUN
ajlm-2027	112	4	practice	practice	NOUN
ajlm-2027	112	5	requires	require	VERB
ajlm-2027	112	6	education	education	NOUN
ajlm-2027	112	7	on	on	ADP
ajlm-2027	112	8	and	and	CCONJ
ajlm-2027	112	9	routine	routine	ADJ
ajlm-2027	112	10	reiteration	reiteration	NOUN
ajlm-2027	112	11	of	of	ADP
ajlm-2027	112	12	appropriate	appropriate	ADJ
ajlm-2027	112	13	request	request	NOUN
ajlm-2027	112	14	guidelines	guideline	NOUN
ajlm-2027	112	15	,	,	PUNCT
ajlm-2027	112	16	and	and	CCONJ
ajlm-2027	112	17	the	the	DET
ajlm-2027	112	18	development	development	NOUN
ajlm-2027	112	19	and	and	CCONJ
ajlm-2027	112	20	implementation	implementation	NOUN
ajlm-2027	112	21	of	of	ADP
ajlm-2027	112	22	national	national	ADJ
ajlm-2027	112	23	testing	testing	NOUN
ajlm-2027	112	24	guidelines	guideline	NOUN
ajlm-2027	112	25	.	.	PUNCT
ajlm-2027	113	1	the	the	DET
ajlm-2027	113	2	lack	lack	NOUN
ajlm-2027	113	3	of	of	ADP
ajlm-2027	113	4	continuous	continuous	ADJ
ajlm-2027	113	5	clinician	clinician	ADJ
ajlm-2027	113	6	education	education	NOUN
ajlm-2027	113	7	is	be	AUX
ajlm-2027	113	8	a	a	DET
ajlm-2027	113	9	reported	reported	ADJ
ajlm-2027	113	10	driver	driver	NOUN
ajlm-2027	113	11	of	of	ADP
ajlm-2027	113	12	inappropriate	inappropriate	ADJ
ajlm-2027	113	13	testing.24,25	testing.24,25	ADJ
ajlm-2027	113	14	education	education	NOUN
ajlm-2027	113	15	and	and	CCONJ
ajlm-2027	113	16	continuous	continuous	ADJ
ajlm-2027	113	17	reiteration	reiteration	NOUN
ajlm-2027	113	18	of	of	ADP
ajlm-2027	113	19	best	good	ADJ
ajlm-2027	113	20	practices	practice	NOUN
ajlm-2027	113	21	are	be	AUX
ajlm-2027	113	22	especially	especially	ADV
ajlm-2027	113	23	important	important	ADJ
ajlm-2027	113	24	in	in	ADP
ajlm-2027	113	25	the	the	DET
ajlm-2027	113	26	non	non	ADJ
ajlm-2027	113	27	-	-	ADJ
ajlm-2027	113	28	academic	academic	ADJ
ajlm-2027	113	29	centres	centre	NOUN
ajlm-2027	113	30	,	,	PUNCT
ajlm-2027	113	31	where	where	SCONJ
ajlm-2027	113	32	there	there	PRON
ajlm-2027	113	33	are	be	VERB
ajlm-2027	113	34	more	more	ADJ
ajlm-2027	113	35	generalists	generalist	NOUN
ajlm-2027	113	36	than	than	ADP
ajlm-2027	113	37	specialists	specialist	NOUN
ajlm-2027	113	38	managing	manage	VERB
ajlm-2027	113	39	patients	patient	NOUN
ajlm-2027	113	40	.	.	PUNCT
ajlm-2027	114	1	the	the	DET
ajlm-2027	114	2	high	high	ADJ
ajlm-2027	114	3	request	request	NOUN
ajlm-2027	114	4	numbers	number	NOUN
ajlm-2027	114	5	from	from	ADP
ajlm-2027	114	6	district	district	NOUN
ajlm-2027	114	7	health	health	NOUN
ajlm-2027	114	8	facilities	facility	NOUN
ajlm-2027	114	9	support	support	VERB
ajlm-2027	114	10	the	the	DET
ajlm-2027	114	11	fact	fact	NOUN
ajlm-2027	114	12	that	that	SCONJ
ajlm-2027	114	13	education	education	NOUN
ajlm-2027	114	14	regarding	regard	VERB
ajlm-2027	114	15	tumour	tumour	NOUN
ajlm-2027	114	16	marker	marker	NOUN
ajlm-2027	114	17	utilisation	utilisation	NOUN
ajlm-2027	114	18	is	be	AUX
ajlm-2027	114	19	most	most	ADV
ajlm-2027	114	20	needed	need	VERB
ajlm-2027	114	21	in	in	ADP
ajlm-2027	114	22	non	non	ADJ
ajlm-2027	114	23	-	-	ADJ
ajlm-2027	114	24	academic	academic	ADJ
ajlm-2027	114	25	centres	centre	NOUN
ajlm-2027	114	26	;	;	PUNCT
ajlm-2027	114	27	however	however	ADV
ajlm-2027	114	28	,	,	PUNCT
ajlm-2027	114	29	district	district	NOUN
ajlm-2027	114	30	hospitals	hospital	NOUN
ajlm-2027	114	31	represent	represent	VERB
ajlm-2027	114	32	most	most	ADJ
ajlm-2027	114	33	hospitals	hospital	NOUN
ajlm-2027	114	34	servicing	service	VERB
ajlm-2027	114	35	the	the	DET
ajlm-2027	114	36	population	population	NOUN
ajlm-2027	114	37	(	(	PUNCT
ajlm-2027	114	38	n	n	NOUN
ajlm-2027	114	39	=	=	SYM
ajlm-2027	114	40	37	37	NUM
ajlm-2027	114	41	)	)	PUNCT
ajlm-2027	114	42	versus	versus	ADP
ajlm-2027	114	43	regional	regional	ADJ
ajlm-2027	114	44	hospitals	hospital	NOUN
ajlm-2027	114	45	(	(	PUNCT
ajlm-2027	114	46	n	n	NOUN
ajlm-2027	114	47	=	=	SYM
ajlm-2027	114	48	13).26	13).26	PROPN
ajlm-2027	114	49	as	as	SCONJ
ajlm-2027	114	50	evidenced	evidence	VERB
ajlm-2027	114	51	by	by	ADP
ajlm-2027	114	52	the	the	DET
ajlm-2027	114	53	respondents	respondent	NOUN
ajlm-2027	114	54	on	on	ADP
ajlm-2027	114	55	the	the	DET
ajlm-2027	114	56	questionnaire	questionnaire	NOUN
ajlm-2027	114	57	,	,	PUNCT
ajlm-2027	114	58	a	a	DET
ajlm-2027	114	59	lot	lot	NOUN
ajlm-2027	114	60	of	of	ADP
ajlm-2027	114	61	clinicians	clinician	NOUN
ajlm-2027	114	62	were	be	AUX
ajlm-2027	114	63	requesting	request	VERB
ajlm-2027	114	64	tumour	tumour	ADJ
ajlm-2027	114	65	markers	marker	NOUN
ajlm-2027	114	66	to	to	PART
ajlm-2027	114	67	screen	screen	VERB
ajlm-2027	114	68	for	for	ADP
ajlm-2027	114	69	malignancy	malignancy	NOUN
ajlm-2027	114	70	.	.	PUNCT
ajlm-2027	115	1	our	our	PRON
ajlm-2027	115	2	findings	finding	NOUN
ajlm-2027	115	3	may	may	AUX
ajlm-2027	115	4	also	also	ADV
ajlm-2027	115	5	be	be	AUX
ajlm-2027	115	6	an	an	DET
ajlm-2027	115	7	indication	indication	NOUN
ajlm-2027	115	8	that	that	SCONJ
ajlm-2027	115	9	the	the	DET
ajlm-2027	115	10	egk	egk	ADJ
ajlm-2027	115	11	rules	rule	NOUN
ajlm-2027	115	12	require	require	VERB
ajlm-2027	115	13	further	further	ADJ
ajlm-2027	115	14	review	review	NOUN
ajlm-2027	115	15	and	and	CCONJ
ajlm-2027	115	16	are	be	AUX
ajlm-2027	115	17	not	not	PART
ajlm-2027	115	18	strict	strict	ADJ
ajlm-2027	115	19	enough	enough	ADV
ajlm-2027	115	20	to	to	PART
ajlm-2027	115	21	achieve	achieve	VERB
ajlm-2027	115	22	sufficient	sufficient	ADJ
ajlm-2027	115	23	demand	demand	NOUN
ajlm-2027	115	24	management	management	NOUN
ajlm-2027	115	25	.	.	PUNCT
ajlm-2027	116	1	these	these	DET
ajlm-2027	116	2	rules	rule	NOUN
ajlm-2027	116	3	could	could	AUX
ajlm-2027	116	4	include	include	VERB
ajlm-2027	116	5	limiting	limit	VERB
ajlm-2027	116	6	requests	request	NOUN
ajlm-2027	116	7	to	to	ADP
ajlm-2027	116	8	only	only	ADV
ajlm-2027	116	9	two	two	NUM
ajlm-2027	116	10	tumour	tumour	NOUN
ajlm-2027	116	11	marker	marker	NOUN
ajlm-2027	116	12	tests	test	NOUN
ajlm-2027	116	13	on	on	ADP
ajlm-2027	116	14	one	one	NUM
ajlm-2027	116	15	visit	visit	NOUN
ajlm-2027	116	16	or	or	CCONJ
ajlm-2027	116	17	admission	admission	NOUN
ajlm-2027	116	18	to	to	PART
ajlm-2027	116	19	dissuade	dissuade	VERB
ajlm-2027	116	20	panel	panel	NOUN
ajlm-2027	116	21	screening	screen	VERB
ajlm-2027	116	22	.	.	PUNCT
ajlm-2027	117	1	however	however	ADV
ajlm-2027	117	2	,	,	PUNCT
ajlm-2027	117	3	stricter	strict	ADJ
ajlm-2027	117	4	rules	rule	NOUN
ajlm-2027	117	5	may	may	AUX
ajlm-2027	117	6	not	not	PART
ajlm-2027	117	7	be	be	AUX
ajlm-2027	117	8	possible	possible	ADJ
ajlm-2027	117	9	for	for	ADP
ajlm-2027	117	10	hcg	hcg	PROPN
ajlm-2027	117	11	,	,	PUNCT
ajlm-2027	117	12	as	as	SCONJ
ajlm-2027	117	13	it	it	PRON
ajlm-2027	117	14	is	be	AUX
ajlm-2027	117	15	also	also	ADV
ajlm-2027	117	16	a	a	DET
ajlm-2027	117	17	test	test	NOUN
ajlm-2027	117	18	for	for	ADP
ajlm-2027	117	19	normal	normal	ADJ
ajlm-2027	117	20	pregnancy	pregnancy	NOUN
ajlm-2027	117	21	and	and	CCONJ
ajlm-2027	117	22	pregnancy	pregnancy	NOUN
ajlm-2027	117	23	-	-	PUNCT
ajlm-2027	117	24	related	relate	VERB
ajlm-2027	117	25	disorders	disorder	NOUN
ajlm-2027	117	26	(	(	PUNCT
ajlm-2027	117	27	for	for	ADP
ajlm-2027	117	28	example	example	NOUN
ajlm-2027	117	29	ectopic	ectopic	ADJ
ajlm-2027	117	30	pregnancy	pregnancy	NOUN
ajlm-2027	117	31	)	)	PUNCT
ajlm-2027	117	32	and	and	CCONJ
ajlm-2027	117	33	serial	serial	ADJ
ajlm-2027	117	34	measurements	measurement	NOUN
ajlm-2027	117	35	are	be	AUX
ajlm-2027	117	36	critical	critical	ADJ
ajlm-2027	117	37	.	.	PUNCT
ajlm-2027	118	1	human	human	ADJ
ajlm-2027	118	2	chorionic	chorionic	ADJ
ajlm-2027	118	3	gonadotrophin	gonadotrophin	NOUN
ajlm-2027	118	4	was	be	AUX
ajlm-2027	118	5	frequently	frequently	ADV
ajlm-2027	118	6	requested	request	VERB
ajlm-2027	118	7	for	for	ADP
ajlm-2027	118	8	younger	young	ADJ
ajlm-2027	118	9	patients	patient	NOUN
ajlm-2027	118	10	,	,	PUNCT
ajlm-2027	118	11	probably	probably	ADV
ajlm-2027	118	12	because	because	SCONJ
ajlm-2027	118	13	the	the	DET
ajlm-2027	118	14	laboratory	laboratory	NOUN
ajlm-2027	118	15	information	information	NOUN
ajlm-2027	118	16	system	system	NOUN
ajlm-2027	118	17	could	could	AUX
ajlm-2027	118	18	not	not	PART
ajlm-2027	118	19	distinguish	distinguish	VERB
ajlm-2027	118	20	between	between	ADP
ajlm-2027	118	21	malignancy	malignancy	NOUN
ajlm-2027	118	22	-	-	PUNCT
ajlm-2027	118	23	related	relate	VERB
ajlm-2027	118	24	and	and	CCONJ
ajlm-2027	118	25	pregnancy	pregnancy	NOUN
ajlm-2027	118	26	-	-	PUNCT
ajlm-2027	118	27	related	relate	VERB
ajlm-2027	118	28	hcg	hcg	PROPN
ajlm-2027	118	29	testing	testing	NOUN
ajlm-2027	118	30	.	.	PUNCT
ajlm-2027	119	1	additionally	additionally	ADV
ajlm-2027	119	2	,	,	PUNCT
ajlm-2027	119	3	germ	germ	NOUN
ajlm-2027	119	4	cell	cell	NOUN
ajlm-2027	119	5	tumours	tumour	NOUN
ajlm-2027	119	6	in	in	ADP
ajlm-2027	119	7	which	which	PRON
ajlm-2027	119	8	hcg	hcg	PROPN
ajlm-2027	119	9	concentrations	concentration	NOUN
ajlm-2027	119	10	may	may	AUX
ajlm-2027	119	11	be	be	AUX
ajlm-2027	119	12	increased	increase	VERB
ajlm-2027	119	13	are	be	AUX
ajlm-2027	119	14	more	more	ADV
ajlm-2027	119	15	frequently	frequently	ADV
ajlm-2027	119	16	seen	see	VERB
ajlm-2027	119	17	in	in	ADP
ajlm-2027	119	18	younger	young	ADJ
ajlm-2027	119	19	adults	adult	NOUN
ajlm-2027	119	20	and	and	CCONJ
ajlm-2027	119	21	adolescents	adolescent	NOUN
ajlm-2027	119	22	.	.	PUNCT
ajlm-2027	120	1	this	this	PRON
ajlm-2027	120	2	is	be	AUX
ajlm-2027	120	3	the	the	DET
ajlm-2027	120	4	first	first	ADJ
ajlm-2027	120	5	study	study	NOUN
ajlm-2027	120	6	,	,	PUNCT
ajlm-2027	120	7	to	to	ADP
ajlm-2027	120	8	the	the	DET
ajlm-2027	120	9	authors	author	NOUN
ajlm-2027	120	10	’	’	PART
ajlm-2027	120	11	knowledge	knowledge	NOUN
ajlm-2027	120	12	,	,	PUNCT
ajlm-2027	120	13	that	that	PRON
ajlm-2027	120	14	examines	examine	VERB
ajlm-2027	120	15	the	the	DET
ajlm-2027	120	16	use	use	NOUN
ajlm-2027	120	17	of	of	ADP
ajlm-2027	120	18	tumour	tumour	NOUN
ajlm-2027	120	19	markers	marker	NOUN
ajlm-2027	120	20	in	in	ADP
ajlm-2027	120	21	sub	sub	ADJ
ajlm-2027	120	22	-	-	ADJ
ajlm-2027	120	23	saharan	saharan	ADJ
ajlm-2027	120	24	healthcare	healthcare	NOUN
ajlm-2027	120	25	facilities	facility	NOUN
ajlm-2027	120	26	.	.	PUNCT
ajlm-2027	121	1	the	the	DET
ajlm-2027	121	2	findings	finding	NOUN
ajlm-2027	121	3	of	of	ADP
ajlm-2027	121	4	this	this	DET
ajlm-2027	121	5	study	study	NOUN
ajlm-2027	121	6	suggest	suggest	VERB
ajlm-2027	121	7	that	that	SCONJ
ajlm-2027	121	8	repeat	repeat	NOUN
ajlm-2027	121	9	testing	testing	NOUN
ajlm-2027	121	10	represents	represent	VERB
ajlm-2027	121	11	a	a	DET
ajlm-2027	121	12	small	small	ADJ
ajlm-2027	121	13	fraction	fraction	NOUN
ajlm-2027	121	14	of	of	ADP
ajlm-2027	121	15	the	the	DET
ajlm-2027	121	16	cost	cost	NOUN
ajlm-2027	121	17	associated	associate	VERB
ajlm-2027	121	18	with	with	ADP
ajlm-2027	121	19	tumour	tumour	NOUN
ajlm-2027	121	20	marker	marker	NOUN
ajlm-2027	121	21	requests	request	NOUN
ajlm-2027	121	22	and	and	CCONJ
ajlm-2027	121	23	that	that	SCONJ
ajlm-2027	121	24	inappropriate	inappropriate	ADJ
ajlm-2027	121	25	requests	request	NOUN
ajlm-2027	121	26	(	(	PUNCT
ajlm-2027	121	27	use	use	NOUN
ajlm-2027	121	28	of	of	ADP
ajlm-2027	121	29	all	all	DET
ajlm-2027	121	30	tumour	tumour	NOUN
ajlm-2027	121	31	markers	marker	NOUN
ajlm-2027	121	32	as	as	ADP
ajlm-2027	121	33	screening	screen	VERB
ajlm-2027	121	34	tests	test	NOUN
ajlm-2027	121	35	)	)	PUNCT
ajlm-2027	121	36	are	be	AUX
ajlm-2027	121	37	likely	likely	ADV
ajlm-2027	121	38	resulting	result	VERB
ajlm-2027	121	39	in	in	ADP
ajlm-2027	121	40	test	test	NOUN
ajlm-2027	121	41	overuse	overuse	NOUN
ajlm-2027	121	42	and	and	CCONJ
ajlm-2027	121	43	associated	associate	VERB
ajlm-2027	121	44	increased	increase	VERB
ajlm-2027	121	45	healthcare	healthcare	NOUN
ajlm-2027	121	46	costs	cost	NOUN
ajlm-2027	121	47	.	.	PUNCT
ajlm-2027	122	1	the	the	DET
ajlm-2027	122	2	introduction	introduction	NOUN
ajlm-2027	122	3	of	of	ADP
ajlm-2027	122	4	egk	egk	ADJ
ajlm-2027	122	5	has	have	AUX
ajlm-2027	122	6	made	make	VERB
ajlm-2027	122	7	little	little	ADJ
ajlm-2027	122	8	or	or	CCONJ
ajlm-2027	122	9	no	no	PRON
ajlm-2027	122	10	impact	impact	NOUN
ajlm-2027	122	11	on	on	ADP
ajlm-2027	122	12	the	the	DET
ajlm-2027	122	13	number	number	NOUN
ajlm-2027	122	14	and	and	CCONJ
ajlm-2027	122	15	cost	cost	NOUN
ajlm-2027	122	16	of	of	ADP
ajlm-2027	122	17	tumour	tumour	NOUN
ajlm-2027	122	18	marker	marker	NOUN
ajlm-2027	122	19	tests	test	NOUN
ajlm-2027	122	20	performed	perform	VERB
ajlm-2027	122	21	.	.	PUNCT
ajlm-2027	123	1	while	while	SCONJ
ajlm-2027	123	2	there	there	PRON
ajlm-2027	123	3	are	be	VERB
ajlm-2027	123	4	no	no	DET
ajlm-2027	123	5	national	national	ADJ
ajlm-2027	123	6	consensus	consensus	NOUN
ajlm-2027	123	7	guidelines	guideline	NOUN
ajlm-2027	123	8	for	for	ADP
ajlm-2027	123	9	the	the	DET
ajlm-2027	123	10	utilisation	utilisation	NOUN
ajlm-2027	123	11	of	of	ADP
ajlm-2027	123	12	tumour	tumour	NOUN
ajlm-2027	123	13	markers	marker	NOUN
ajlm-2027	123	14	in	in	ADP
ajlm-2027	123	15	south	south	PROPN
ajlm-2027	123	16	africa	africa	PROPN
ajlm-2027	123	17	,	,	PUNCT
ajlm-2027	123	18	international	international	ADJ
ajlm-2027	123	19	guidelines	guideline	NOUN
ajlm-2027	123	20	or	or	CCONJ
ajlm-2027	123	21	best	good	ADJ
ajlm-2027	123	22	practice	practice	NOUN
ajlm-2027	123	23	documents	document	NOUN
ajlm-2027	123	24	are	be	AUX
ajlm-2027	123	25	available	available	ADJ
ajlm-2027	123	26	to	to	PART
ajlm-2027	123	27	guide	guide	VERB
ajlm-2027	123	28	clinicians	clinician	NOUN
ajlm-2027	123	29	to	to	PART
ajlm-2027	123	30	order	order	VERB
ajlm-2027	123	31	tests	test	NOUN
ajlm-2027	123	32	appropriately.27,28,29	appropriately.27,28,29	ADV
ajlm-2027	123	33	we	we	PRON
ajlm-2027	123	34	recommend	recommend	VERB
ajlm-2027	123	35	developing	develop	VERB
ajlm-2027	123	36	local	local	ADJ
ajlm-2027	123	37	and	and	CCONJ
ajlm-2027	123	38	national	national	ADJ
ajlm-2027	123	39	tumour	tumour	NOUN
ajlm-2027	123	40	marker	marker	NOUN
ajlm-2027	123	41	ordering	ordering	NOUN
ajlm-2027	123	42	guidelines	guideline	NOUN
ajlm-2027	123	43	for	for	ADP
ajlm-2027	123	44	all	all	DET
ajlm-2027	123	45	levels	level	NOUN
ajlm-2027	123	46	of	of	ADP
ajlm-2027	123	47	healthcare	healthcare	PROPN
ajlm-2027	123	48	.	.	PUNCT
ajlm-2027	124	1	focused	focus	VERB
ajlm-2027	124	2	education	education	NOUN
ajlm-2027	124	3	at	at	ADP
ajlm-2027	124	4	the	the	DET
ajlm-2027	124	5	undergraduate	undergraduate	ADJ
ajlm-2027	124	6	level	level	NOUN
ajlm-2027	124	7	and	and	CCONJ
ajlm-2027	124	8	continuous	continuous	ADJ
ajlm-2027	124	9	professional	professional	ADJ
ajlm-2027	124	10	development	development	NOUN
ajlm-2027	124	11	regarding	regard	VERB
ajlm-2027	124	12	appropriate	appropriate	ADJ
ajlm-2027	124	13	utilisation	utilisation	NOUN
ajlm-2027	124	14	of	of	ADP
ajlm-2027	124	15	laboratory	laboratory	NOUN
ajlm-2027	124	16	tests	test	NOUN
ajlm-2027	124	17	including	include	VERB
ajlm-2027	124	18	tumour	tumour	ADJ
ajlm-2027	124	19	markers	marker	NOUN
ajlm-2027	124	20	is	be	AUX
ajlm-2027	124	21	also	also	ADV
ajlm-2027	124	22	required	require	VERB
ajlm-2027	124	23	.	.	PUNCT
ajlm-2027	125	1	greater	great	ADJ
ajlm-2027	125	2	involvement	involvement	NOUN
ajlm-2027	125	3	of	of	ADP
ajlm-2027	125	4	pathologists	pathologist	NOUN
ajlm-2027	125	5	in	in	ADP
ajlm-2027	125	6	spreading	spread	VERB
ajlm-2027	125	7	appropriate	appropriate	ADJ
ajlm-2027	125	8	utilisation	utilisation	NOUN
ajlm-2027	125	9	awareness	awareness	NOUN
ajlm-2027	125	10	and	and	CCONJ
ajlm-2027	125	11	coaching	coaching	NOUN
ajlm-2027	125	12	of	of	ADP
ajlm-2027	125	13	junior	junior	ADJ
ajlm-2027	125	14	doctors	doctor	NOUN
ajlm-2027	125	15	is	be	AUX
ajlm-2027	125	16	also	also	ADV
ajlm-2027	125	17	essential	essential	ADJ
ajlm-2027	125	18	.	.	PUNCT
ajlm-2027	126	1	the	the	DET
ajlm-2027	126	2	increasing	increase	VERB
ajlm-2027	126	3	demands	demand	NOUN
ajlm-2027	126	4	on	on	ADP
ajlm-2027	126	5	limited	limited	ADJ
ajlm-2027	126	6	healthcare	healthcare	NOUN
ajlm-2027	126	7	resources	resource	NOUN
ajlm-2027	126	8	and	and	CCONJ
ajlm-2027	126	9	funding	fund	VERB
ajlm-2027	126	10	necessitate	necessitate	ADJ
ajlm-2027	126	11	careful	careful	ADJ
ajlm-2027	126	12	management	management	NOUN
ajlm-2027	126	13	of	of	ADP
ajlm-2027	126	14	testing	testing	NOUN
ajlm-2027	126	15	to	to	PART
ajlm-2027	126	16	ensure	ensure	VERB
ajlm-2027	126	17	optimal	optimal	ADJ
ajlm-2027	126	18	patient	patient	ADJ
ajlm-2027	126	19	care	care	NOUN
ajlm-2027	126	20	while	while	SCONJ
ajlm-2027	126	21	managing	manage	VERB
ajlm-2027	126	22	costs	cost	NOUN
ajlm-2027	126	23	.	.	PUNCT
ajlm-2027	127	1	limitations	limitation	NOUN
ajlm-2027	127	2	one	one	NUM
ajlm-2027	127	3	of	of	ADP
ajlm-2027	127	4	the	the	DET
ajlm-2027	127	5	limitations	limitation	NOUN
ajlm-2027	127	6	of	of	ADP
ajlm-2027	127	7	this	this	DET
ajlm-2027	127	8	study	study	NOUN
ajlm-2027	127	9	was	be	AUX
ajlm-2027	127	10	that	that	PRON
ajlm-2027	127	11	access	access	NOUN
ajlm-2027	127	12	to	to	ADP
ajlm-2027	127	13	histology	histology	NOUN
ajlm-2027	127	14	results	result	NOUN
ajlm-2027	127	15	was	be	AUX
ajlm-2027	127	16	not	not	PART
ajlm-2027	127	17	available	available	ADJ
ajlm-2027	127	18	.	.	PUNCT
ajlm-2027	128	1	thus	thus	ADV
ajlm-2027	128	2	,	,	PUNCT
ajlm-2027	128	3	tumour	tumour	NOUN
ajlm-2027	128	4	marker	marker	NOUN
ajlm-2027	128	5	test	test	NOUN
ajlm-2027	128	6	results	result	NOUN
ajlm-2027	128	7	could	could	AUX
ajlm-2027	128	8	not	not	PART
ajlm-2027	128	9	be	be	AUX
ajlm-2027	128	10	confirmed	confirm	VERB
ajlm-2027	128	11	by	by	ADP
ajlm-2027	128	12	tumour	tumour	ADJ
ajlm-2027	128	13	biopsy	biopsy	NOUN
ajlm-2027	128	14	results	result	NOUN
ajlm-2027	128	15	.	.	PUNCT
ajlm-2027	129	1	furthermore	furthermore	ADV
ajlm-2027	129	2	,	,	PUNCT
ajlm-2027	129	3	the	the	DET
ajlm-2027	129	4	small	small	ADJ
ajlm-2027	129	5	number	number	NOUN
ajlm-2027	129	6	of	of	ADP
ajlm-2027	129	7	questionnaires	questionnaire	NOUN
ajlm-2027	129	8	distributed	distribute	VERB
ajlm-2027	129	9	may	may	AUX
ajlm-2027	129	10	not	not	PART
ajlm-2027	129	11	be	be	AUX
ajlm-2027	129	12	representative	representative	ADJ
ajlm-2027	129	13	of	of	ADP
ajlm-2027	129	14	the	the	DET
ajlm-2027	129	15	clinician	clinician	NOUN
ajlm-2027	129	16	cohort	cohort	NOUN
ajlm-2027	129	17	.	.	PUNCT
ajlm-2027	130	1	additionally	additionally	ADV
ajlm-2027	130	2	,	,	PUNCT
ajlm-2027	130	3	we	we	PRON
ajlm-2027	130	4	did	do	AUX
ajlm-2027	130	5	not	not	PART
ajlm-2027	130	6	sample	sample	VERB
ajlm-2027	130	7	clinicians	clinician	NOUN
ajlm-2027	130	8	from	from	ADP
ajlm-2027	130	9	different	different	ADJ
ajlm-2027	130	10	healthcare	healthcare	NOUN
ajlm-2027	130	11	facility	facility	NOUN
ajlm-2027	130	12	levels	level	NOUN
ajlm-2027	130	13	.	.	PUNCT
ajlm-2027	131	1	furthermore	furthermore	ADV
ajlm-2027	131	2	,	,	PUNCT
ajlm-2027	131	3	due	due	ADP
ajlm-2027	131	4	to	to	ADP
ajlm-2027	131	5	the	the	DET
ajlm-2027	131	6	geographical	geographical	ADJ
ajlm-2027	131	7	limitations	limitation	NOUN
ajlm-2027	131	8	,	,	PUNCT
ajlm-2027	131	9	lack	lack	NOUN
ajlm-2027	131	10	of	of	ADP
ajlm-2027	131	11	internet	internet	NOUN
ajlm-2027	131	12	availability	availability	NOUN
ajlm-2027	131	13	,	,	PUNCT
ajlm-2027	131	14	and	and	CCONJ
ajlm-2027	131	15	other	other	ADJ
ajlm-2027	131	16	limited	limited	ADJ
ajlm-2027	131	17	resources	resource	NOUN
ajlm-2027	131	18	,	,	PUNCT
ajlm-2027	131	19	we	we	PRON
ajlm-2027	131	20	restricted	restrict	VERB
ajlm-2027	131	21	questionnaire	questionnaire	NOUN
ajlm-2027	131	22	distribution	distribution	NOUN
ajlm-2027	131	23	to	to	ADP
ajlm-2027	131	24	facilities	facility	NOUN
ajlm-2027	131	25	within	within	ADP
ajlm-2027	131	26	kwazulu	kwazulu	NOUN
ajlm-2027	131	27	-	-	PUNCT
ajlm-2027	131	28	natal	natal	NOUN
ajlm-2027	131	29	.	.	PUNCT
ajlm-2027	132	1	in	in	ADP
ajlm-2027	132	2	addition	addition	NOUN
ajlm-2027	132	3	to	to	ADP
ajlm-2027	132	4	that	that	PRON
ajlm-2027	132	5	,	,	PUNCT
ajlm-2027	132	6	hcg	hcg	PROPN
ajlm-2027	132	7	results	result	NOUN
ajlm-2027	132	8	were	be	AUX
ajlm-2027	132	9	not	not	PART
ajlm-2027	132	10	separated	separate	VERB
ajlm-2027	132	11	into	into	ADP
ajlm-2027	132	12	pregnant	pregnant	ADJ
ajlm-2027	132	13	versus	versus	ADP
ajlm-2027	132	14	non	non	ADJ
ajlm-2027	132	15	-	-	ADJ
ajlm-2027	132	16	pregnant	pregnant	ADJ
ajlm-2027	132	17	due	due	ADP
ajlm-2027	132	18	to	to	ADP
ajlm-2027	132	19	missing	miss	VERB
ajlm-2027	132	20	clinical	clinical	ADJ
ajlm-2027	132	21	records	record	NOUN
ajlm-2027	132	22	on	on	ADP
ajlm-2027	132	23	many	many	ADJ
ajlm-2027	132	24	samples	sample	NOUN
ajlm-2027	132	25	.	.	PUNCT
ajlm-2027	133	1	lastly	lastly	ADV
ajlm-2027	133	2	,	,	PUNCT
ajlm-2027	133	3	the	the	DET
ajlm-2027	133	4	effects	effect	NOUN
ajlm-2027	133	5	of	of	ADP
ajlm-2027	133	6	interventions	intervention	NOUN
ajlm-2027	133	7	to	to	PART
ajlm-2027	133	8	improve	improve	VERB
ajlm-2027	133	9	clinician	clinician	ADJ
ajlm-2027	133	10	knowledge	knowledge	NOUN
ajlm-2027	133	11	of	of	ADP
ajlm-2027	133	12	tumour	tumour	NOUN
ajlm-2027	133	13	marker	marker	NOUN
ajlm-2027	133	14	requests	request	NOUN
ajlm-2027	133	15	were	be	AUX
ajlm-2027	133	16	not	not	PART
ajlm-2027	133	17	assessed	assess	VERB
ajlm-2027	133	18	.	.	PUNCT
ajlm-2027	134	1	conclusion	conclusion	NOUN
ajlm-2027	134	2	it	it	PRON
ajlm-2027	134	3	appears	appear	VERB
ajlm-2027	134	4	that	that	SCONJ
ajlm-2027	134	5	many	many	ADJ
ajlm-2027	134	6	clinicians	clinician	NOUN
ajlm-2027	134	7	do	do	AUX
ajlm-2027	134	8	not	not	PART
ajlm-2027	134	9	appropriately	appropriately	ADV
ajlm-2027	134	10	request	request	VERB
ajlm-2027	134	11	and	and	CCONJ
ajlm-2027	134	12	utilise	utilise	VERB
ajlm-2027	134	13	tumour	tumour	NOUN
ajlm-2027	134	14	marker	marker	NOUN
ajlm-2027	134	15	tests	test	NOUN
ajlm-2027	134	16	and	and	CCONJ
ajlm-2027	134	17	there	there	PRON
ajlm-2027	134	18	is	be	VERB
ajlm-2027	134	19	no	no	DET
ajlm-2027	134	20	guideline	guideline	NOUN
ajlm-2027	134	21	for	for	ADP
ajlm-2027	134	22	tumour	tumour	NOUN
ajlm-2027	134	23	test	test	NOUN
ajlm-2027	134	24	ordering	ordering	NOUN
ajlm-2027	134	25	and	and	CCONJ
ajlm-2027	134	26	result	result	VERB
ajlm-2027	134	27	interpretation	interpretation	NOUN
ajlm-2027	134	28	.	.	PUNCT
ajlm-2027	135	1	the	the	DET
ajlm-2027	135	2	egk	egk	NOUN
ajlm-2027	135	3	barely	barely	ADV
ajlm-2027	135	4	reduced	reduce	VERB
ajlm-2027	135	5	tumour	tumour	NOUN
ajlm-2027	135	6	marker	marker	NOUN
ajlm-2027	135	7	requests	request	NOUN
ajlm-2027	135	8	and	and	CCONJ
ajlm-2027	135	9	costs	cost	NOUN
ajlm-2027	135	10	as	as	SCONJ
ajlm-2027	135	11	there	there	PRON
ajlm-2027	135	12	was	be	VERB
ajlm-2027	135	13	an	an	DET
ajlm-2027	135	14	increase	increase	NOUN
ajlm-2027	135	15	in	in	ADP
ajlm-2027	135	16	costs	cost	NOUN
ajlm-2027	135	17	and	and	CCONJ
ajlm-2027	135	18	testing	testing	NOUN
ajlm-2027	135	19	numbers	number	NOUN
ajlm-2027	135	20	,	,	PUNCT
ajlm-2027	135	21	despite	despite	SCONJ
ajlm-2027	135	22	egk	egk	ADJ
ajlm-2027	135	23	implementation	implementation	NOUN
ajlm-2027	135	24	.	.	PUNCT
ajlm-2027	136	1	education	education	NOUN
ajlm-2027	136	2	of	of	ADP
ajlm-2027	136	3	doctors	doctor	NOUN
ajlm-2027	136	4	,	,	PUNCT
ajlm-2027	136	5	stricter	strict	ADJ
ajlm-2027	136	6	egk	egk	ADJ
ajlm-2027	136	7	rules	rule	NOUN
ajlm-2027	136	8	,	,	PUNCT
ajlm-2027	136	9	and	and	CCONJ
ajlm-2027	136	10	additional	additional	ADJ
ajlm-2027	136	11	demand	demand	NOUN
ajlm-2027	136	12	management	management	NOUN
ajlm-2027	136	13	measures	measure	NOUN
ajlm-2027	136	14	may	may	AUX
ajlm-2027	136	15	be	be	AUX
ajlm-2027	136	16	required	require	VERB
ajlm-2027	136	17	to	to	PART
ajlm-2027	136	18	make	make	VERB
ajlm-2027	136	19	a	a	DET
ajlm-2027	136	20	noticeable	noticeable	ADJ
ajlm-2027	136	21	demand	demand	NOUN
ajlm-2027	136	22	difference	difference	NOUN
ajlm-2027	136	23	.	.	PUNCT
ajlm-2027	137	1	acknowledgements	acknowledgement	NOUN
ajlm-2027	137	2	the	the	DET
ajlm-2027	137	3	authors	author	NOUN
ajlm-2027	137	4	would	would	AUX
ajlm-2027	137	5	like	like	VERB
ajlm-2027	137	6	to	to	PART
ajlm-2027	137	7	acknowledge	acknowledge	VERB
ajlm-2027	137	8	the	the	DET
ajlm-2027	137	9	national	national	PROPN
ajlm-2027	137	10	health	health	PROPN
ajlm-2027	137	11	laboratory	laboratory	PROPN
ajlm-2027	137	12	services	services	PROPN
ajlm-2027	137	13	laboratory	laboratory	NOUN
ajlm-2027	137	14	information	information	NOUN
ajlm-2027	137	15	system	system	NOUN
ajlm-2027	137	16	(	(	PUNCT
ajlm-2027	137	17	trak	trak	PROPN
ajlm-2027	137	18	care	care	PROPN
ajlm-2027	137	19	)	)	PUNCT
ajlm-2027	137	20	central	central	ADJ
ajlm-2027	137	21	data	datum	NOUN
ajlm-2027	137	22	warehouse	warehouse	NOUN
ajlm-2027	137	23	for	for	ADP
ajlm-2027	137	24	the	the	DET
ajlm-2027	137	25	data	data	NOUN
ajlm-2027	137	26	retrieval	retrieval	NOUN
ajlm-2027	137	27	,	,	PUNCT
ajlm-2027	137	28	and	and	CCONJ
ajlm-2027	137	29	the	the	DET
ajlm-2027	137	30	clinicians	clinician	NOUN
ajlm-2027	137	31	at	at	ADP
ajlm-2027	137	32	the	the	DET
ajlm-2027	137	33	department	department	PROPN
ajlm-2027	137	34	of	of	ADP
ajlm-2027	137	35	health	health	NOUN
ajlm-2027	137	36	hospitals	hospital	NOUN
ajlm-2027	137	37	who	who	PRON
ajlm-2027	137	38	completed	complete	VERB
ajlm-2027	137	39	the	the	DET
ajlm-2027	137	40	study	study	NOUN
ajlm-2027	137	41	questionnaires	questionnaire	NOUN
ajlm-2027	137	42	.	.	PUNCT
ajlm-2027	138	1	competing	compete	VERB
ajlm-2027	138	2	interests	interest	NOUN
ajlm-2027	138	3	the	the	DET
ajlm-2027	138	4	authors	author	NOUN
ajlm-2027	138	5	declare	declare	VERB
ajlm-2027	138	6	that	that	SCONJ
ajlm-2027	138	7	they	they	PRON
ajlm-2027	138	8	have	have	VERB
ajlm-2027	138	9	no	no	DET
ajlm-2027	138	10	financial	financial	ADJ
ajlm-2027	138	11	or	or	CCONJ
ajlm-2027	138	12	personal	personal	ADJ
ajlm-2027	138	13	relationships	relationship	NOUN
ajlm-2027	138	14	that	that	PRON
ajlm-2027	138	15	may	may	AUX
ajlm-2027	138	16	have	have	AUX
ajlm-2027	138	17	inappropriately	inappropriately	ADV
ajlm-2027	138	18	influenced	influence	VERB
ajlm-2027	138	19	them	they	PRON
ajlm-2027	138	20	in	in	ADP
ajlm-2027	138	21	writing	write	VERB
ajlm-2027	138	22	this	this	DET
ajlm-2027	138	23	article	article	NOUN
ajlm-2027	138	24	,	,	PUNCT
ajlm-2027	138	25	except	except	SCONJ
ajlm-2027	138	26	where	where	SCONJ
ajlm-2027	138	27	otherwise	otherwise	ADV
ajlm-2027	138	28	indicated	indicate	VERB
ajlm-2027	138	29	.	.	PUNCT
ajlm-2027	139	1	authors	author	NOUN
ajlm-2027	139	2	’	’	PART
ajlm-2027	139	3	contributions	contribution	NOUN
ajlm-2027	139	4	i.s.d	i.s.d	VERB
ajlm-2027	139	5	.	.	PUNCT
ajlm-2027	139	6	,	,	PUNCT
ajlm-2027	140	1	v.g	v.g	PROPN
ajlm-2027	140	2	.	.	PROPN
ajlm-2027	140	3	and	and	CCONJ
ajlm-2027	140	4	n.m	n.m	PROPN
ajlm-2027	140	5	.	.	PROPN
ajlm-2027	140	6	confirmed	confirm	VERB
ajlm-2027	140	7	they	they	PRON
ajlm-2027	140	8	have	have	AUX
ajlm-2027	140	9	contributed	contribute	VERB
ajlm-2027	140	10	to	to	ADP
ajlm-2027	140	11	the	the	DET
ajlm-2027	140	12	intellectual	intellectual	ADJ
ajlm-2027	140	13	content	content	NOUN
ajlm-2027	140	14	of	of	ADP
ajlm-2027	140	15	this	this	DET
ajlm-2027	140	16	paper	paper	NOUN
ajlm-2027	140	17	and	and	CCONJ
ajlm-2027	140	18	have	have	AUX
ajlm-2027	140	19	met	meet	VERB
ajlm-2027	140	20	the	the	DET
ajlm-2027	140	21	following	follow	VERB
ajlm-2027	140	22	four	four	NUM
ajlm-2027	140	23	requirements	requirement	NOUN
ajlm-2027	140	24	:	:	PUNCT
ajlm-2027	140	25	(	(	PUNCT
ajlm-2027	140	26	1	1	X
ajlm-2027	140	27	)	)	PUNCT
ajlm-2027	140	28	significant	significant	ADJ
ajlm-2027	140	29	contributions	contribution	NOUN
ajlm-2027	140	30	to	to	ADP
ajlm-2027	140	31	the	the	DET
ajlm-2027	140	32	conception	conception	NOUN
ajlm-2027	140	33	and	and	CCONJ
ajlm-2027	140	34	design	design	NOUN
ajlm-2027	140	35	,	,	PUNCT
ajlm-2027	140	36	acquisition	acquisition	NOUN
ajlm-2027	140	37	of	of	ADP
ajlm-2027	140	38	data	datum	NOUN
ajlm-2027	140	39	,	,	PUNCT
ajlm-2027	140	40	or	or	CCONJ
ajlm-2027	140	41	analysis	analysis	NOUN
ajlm-2027	140	42	and	and	CCONJ
ajlm-2027	140	43	interpretation	interpretation	NOUN
ajlm-2027	140	44	of	of	ADP
ajlm-2027	140	45	data	datum	NOUN
ajlm-2027	140	46	;	;	PUNCT
ajlm-2027	140	47	(	(	PUNCT
ajlm-2027	140	48	2	2	X
ajlm-2027	140	49	)	)	PUNCT
ajlm-2027	140	50	drafting	draft	VERB
ajlm-2027	140	51	or	or	CCONJ
ajlm-2027	140	52	revising	revise	VERB
ajlm-2027	140	53	the	the	DET
ajlm-2027	140	54	article	article	NOUN
ajlm-2027	140	55	for	for	ADP
ajlm-2027	140	56	intellectual	intellectual	ADJ
ajlm-2027	140	57	content	content	NOUN
ajlm-2027	140	58	;	;	PUNCT
ajlm-2027	140	59	(	(	PUNCT
ajlm-2027	140	60	3	3	X
ajlm-2027	140	61	)	)	PUNCT
ajlm-2027	140	62	final	final	ADJ
ajlm-2027	140	63	approval	approval	NOUN
ajlm-2027	140	64	of	of	ADP
ajlm-2027	140	65	the	the	DET
ajlm-2027	140	66	published	publish	VERB
ajlm-2027	140	67	article	article	NOUN
ajlm-2027	140	68	;	;	PUNCT
ajlm-2027	140	69	and	and	CCONJ
ajlm-2027	140	70	(	(	PUNCT
ajlm-2027	140	71	4	4	X
ajlm-2027	140	72	)	)	PUNCT
ajlm-2027	140	73	agreement	agreement	NOUN
ajlm-2027	140	74	to	to	PART
ajlm-2027	140	75	be	be	AUX
ajlm-2027	140	76	accountable	accountable	ADJ
ajlm-2027	140	77	for	for	ADP
ajlm-2027	140	78	all	all	DET
ajlm-2027	140	79	aspects	aspect	NOUN
ajlm-2027	140	80	of	of	ADP
ajlm-2027	140	81	the	the	DET
ajlm-2027	140	82	article	article	NOUN
ajlm-2027	140	83	thus	thus	ADV
ajlm-2027	140	84	ensuring	ensure	VERB
ajlm-2027	140	85	that	that	SCONJ
ajlm-2027	140	86	questions	question	NOUN
ajlm-2027	140	87	related	relate	VERB
ajlm-2027	140	88	to	to	ADP
ajlm-2027	140	89	the	the	DET
ajlm-2027	140	90	accuracy	accuracy	NOUN
ajlm-2027	140	91	or	or	CCONJ
ajlm-2027	140	92	integrity	integrity	NOUN
ajlm-2027	140	93	of	of	ADP
ajlm-2027	140	94	any	any	DET
ajlm-2027	140	95	part	part	NOUN
ajlm-2027	140	96	of	of	ADP
ajlm-2027	140	97	the	the	DET
ajlm-2027	140	98	article	article	NOUN
ajlm-2027	140	99	are	be	AUX
ajlm-2027	140	100	appropriately	appropriately	ADV
ajlm-2027	140	101	investigated	investigate	VERB
ajlm-2027	140	102	and	and	CCONJ
ajlm-2027	140	103	resolved	resolve	VERB
ajlm-2027	140	104	.	.	PUNCT
ajlm-2027	141	1	sources	source	NOUN
ajlm-2027	141	2	of	of	ADP
ajlm-2027	141	3	support	support	NOUN
ajlm-2027	141	4	this	this	DET
ajlm-2027	141	5	research	research	NOUN
ajlm-2027	141	6	received	receive	VERB
ajlm-2027	141	7	no	no	DET
ajlm-2027	141	8	specific	specific	ADJ
ajlm-2027	141	9	grant	grant	NOUN
ajlm-2027	141	10	from	from	ADP
ajlm-2027	141	11	any	any	DET
ajlm-2027	141	12	funding	funding	NOUN
ajlm-2027	141	13	agency	agency	NOUN
ajlm-2027	141	14	in	in	ADP
ajlm-2027	141	15	the	the	DET
ajlm-2027	141	16	public	public	ADJ
ajlm-2027	141	17	,	,	PUNCT
ajlm-2027	141	18	commercial	commercial	ADJ
ajlm-2027	141	19	or	or	CCONJ
ajlm-2027	141	20	not	not	PART
ajlm-2027	141	21	-	-	PUNCT
ajlm-2027	141	22	for	for	ADP
ajlm-2027	141	23	-	-	PUNCT
ajlm-2027	141	24	profit	profit	NOUN
ajlm-2027	141	25	sectors	sector	NOUN
ajlm-2027	141	26	.	.	PUNCT
ajlm-2027	142	1	data	datum	NOUN
ajlm-2027	142	2	availability	availability	NOUN
ajlm-2027	142	3	raw	raw	ADJ
ajlm-2027	142	4	data	datum	NOUN
ajlm-2027	142	5	were	be	AUX
ajlm-2027	142	6	extracted	extract	VERB
ajlm-2027	142	7	from	from	ADP
ajlm-2027	142	8	the	the	DET
ajlm-2027	142	9	national	national	PROPN
ajlm-2027	142	10	health	health	PROPN
ajlm-2027	142	11	laboratory	laboratory	PROPN
ajlm-2027	142	12	service	service	PROPN
ajlm-2027	142	13	central	central	ADJ
ajlm-2027	142	14	data	datum	NOUN
ajlm-2027	142	15	warehouse	warehouse	NOUN
ajlm-2027	142	16	.	.	PUNCT
ajlm-2027	143	1	costing	cost	VERB
ajlm-2027	143	2	was	be	AUX
ajlm-2027	143	3	done	do	VERB
ajlm-2027	143	4	using	use	VERB
ajlm-2027	143	5	2017	2017	NUM
ajlm-2027	143	6	pricing	pricing	NOUN
ajlm-2027	143	7	at	at	ADP
ajlm-2027	143	8	the	the	DET
ajlm-2027	143	9	national	national	PROPN
ajlm-2027	143	10	health	health	PROPN
ajlm-2027	143	11	laboratory	laboratory	PROPN
ajlm-2027	143	12	service	service	PROPN
ajlm-2027	143	13	.	.	PUNCT
ajlm-2027	144	1	figures	figure	NOUN
ajlm-2027	144	2	with	with	ADP
ajlm-2027	144	3	raw	raw	ADJ
ajlm-2027	144	4	data	datum	NOUN
ajlm-2027	144	5	include	include	VERB
ajlm-2027	144	6	:	:	PUNCT
ajlm-2027	144	7	figure	figure	NOUN
ajlm-2027	144	8	2	2	NUM
ajlm-2027	144	9	,	,	PUNCT
ajlm-2027	144	10	figure	figure	VERB
ajlm-2027	144	11	3	3	NUM
ajlm-2027	144	12	,	,	PUNCT
ajlm-2027	144	13	table	table	NOUN
ajlm-2027	144	14	1	1	NUM
ajlm-2027	144	15	,	,	PUNCT
ajlm-2027	144	16	table	table	NOUN
ajlm-2027	144	17	2	2	NUM
ajlm-2027	144	18	and	and	CCONJ
ajlm-2027	144	19	table	table	NOUN
ajlm-2027	144	20	3	3	NUM
ajlm-2027	144	21	.	.	PUNCT
ajlm-2027	145	1	testing	testing	NOUN
ajlm-2027	145	2	data	datum	NOUN
ajlm-2027	145	3	may	may	AUX
ajlm-2027	145	4	be	be	AUX
ajlm-2027	145	5	made	make	VERB
ajlm-2027	145	6	available	available	ADJ
ajlm-2027	145	7	on	on	ADP
ajlm-2027	145	8	reasonable	reasonable	ADJ
ajlm-2027	145	9	request	request	NOUN
ajlm-2027	145	10	from	from	ADP
ajlm-2027	145	11	the	the	DET
ajlm-2027	145	12	corresponding	corresponding	ADJ
ajlm-2027	145	13	author	author	NOUN
ajlm-2027	145	14	,	,	PUNCT
ajlm-2027	145	15	n.m	n.m	PROPN
ajlm-2027	145	16	.	.	PROPN
ajlm-2027	145	17	disclaimer	disclaimer	NOUN
ajlm-2027	145	18	the	the	DET
ajlm-2027	145	19	views	view	NOUN
ajlm-2027	145	20	and	and	CCONJ
ajlm-2027	145	21	opinions	opinion	NOUN
ajlm-2027	145	22	expressed	express	VERB
ajlm-2027	145	23	in	in	ADP
ajlm-2027	145	24	this	this	DET
ajlm-2027	145	25	article	article	NOUN
ajlm-2027	145	26	are	be	AUX
ajlm-2027	145	27	those	those	PRON
ajlm-2027	145	28	of	of	ADP
ajlm-2027	145	29	the	the	DET
ajlm-2027	145	30	authors	author	NOUN
ajlm-2027	145	31	and	and	CCONJ
ajlm-2027	145	32	do	do	AUX
ajlm-2027	145	33	not	not	PART
ajlm-2027	145	34	necessarily	necessarily	ADV
ajlm-2027	145	35	reflect	reflect	VERB
ajlm-2027	145	36	the	the	DET
ajlm-2027	145	37	official	official	ADJ
ajlm-2027	145	38	policy	policy	NOUN
ajlm-2027	145	39	or	or	CCONJ
ajlm-2027	145	40	position	position	NOUN
ajlm-2027	145	41	of	of	ADP
ajlm-2027	145	42	any	any	DET
ajlm-2027	145	43	affiliated	affiliated	ADJ
ajlm-2027	145	44	agency	agency	NOUN
ajlm-2027	145	45	of	of	ADP
ajlm-2027	145	46	the	the	DET
ajlm-2027	145	47	authors	author	NOUN
ajlm-2027	145	48	.	.	PUNCT
ajlm-2027	146	1	references	reference	NOUN
ajlm-2027	146	2	sturgeon	sturgeon	PROPN
ajlm-2027	146	3	c.	c.	PROPN
ajlm-2027	146	4	tumour	tumour	PROPN
ajlm-2027	146	5	markers	marker	NOUN
ajlm-2027	146	6	.	.	PUNCT
ajlm-2027	147	1	in	in	ADP
ajlm-2027	147	2	:	:	PUNCT
ajlm-2027	147	3	rifai	rifai	PROPN
ajlm-2027	147	4	n.	n.	PROPN
ajlm-2027	147	5	tietz	tietz	PROPN
ajlm-2027	147	6	textbook	textbook	NOUN
ajlm-2027	147	7	of	of	ADP
ajlm-2027	147	8	clinical	clinical	ADJ
ajlm-2027	147	9	chemistry	chemistry	NOUN
ajlm-2027	147	10	and	and	CCONJ
ajlm-2027	147	11	molecular	molecular	ADJ
ajlm-2027	147	12	diagnostics	diagnostic	NOUN
ajlm-2027	147	13	.	.	PUNCT
ajlm-2027	148	1	chapter	chapter	NOUN
ajlm-2027	148	2	31	31	NUM
ajlm-2027	148	3	.	.	PUNCT
ajlm-2027	149	1	st	st	PROPN
ajlm-2027	149	2	louis	louis	PROPN
ajlm-2027	149	3	,	,	PUNCT
ajlm-2027	149	4	missouri	missouri	PROPN
ajlm-2027	149	5	:	:	PUNCT
ajlm-2027	149	6	elsevier	elsevier	NOUN
ajlm-2027	149	7	,	,	PUNCT
ajlm-2027	149	8	2018	2018	NUM
ajlm-2027	149	9	;	;	PUNCT
ajlm-2027	149	10	pp	pp	NUM
ajlm-2027	149	11	.	.	PUNCT
ajlm-2027	150	1	436–478	436–478	NUM
ajlm-2027	150	2	.	.	PUNCT
ajlm-2027	151	1	malati	malati	PROPN
ajlm-2027	151	2	t.	t.	PROPN
ajlm-2027	151	3	tumour	tumour	PROPN
ajlm-2027	151	4	markers	marker	NOUN
ajlm-2027	151	5	:	:	PUNCT
ajlm-2027	151	6	an	an	DET
ajlm-2027	151	7	overview	overview	NOUN
ajlm-2027	151	8	.	.	PUNCT
ajlm-2027	152	1	indian	indian	PROPN
ajlm-2027	152	2	j	j	PROPN
ajlm-2027	152	3	clin	clin	PROPN
ajlm-2027	152	4	biochem	biochem	PROPN
ajlm-2027	152	5	.	.	PUNCT
ajlm-2027	153	1	2007;22(2):17–31	2007;22(2):17–31	X
ajlm-2027	153	2	.	.	PUNCT
ajlm-2027	153	3	https://doi.org/10.1007/bf02913308	https://doi.org/10.1007/bf02913308	PROPN
ajlm-2027	153	4	ntaios	ntaio	VERB
ajlm-2027	153	5	g	g	PROPN
ajlm-2027	153	6	,	,	PUNCT
ajlm-2027	153	7	hatzitolios	hatzitolio	VERB
ajlm-2027	153	8	a	a	PRON
ajlm-2027	153	9	,	,	PUNCT
ajlm-2027	153	10	chatzinikolaou	chatzinikolaou	PROPN
ajlm-2027	153	11	a	a	X
ajlm-2027	153	12	,	,	PUNCT
ajlm-2027	153	13	et	et	PROPN
ajlm-2027	153	14	al	al	PROPN
ajlm-2027	153	15	.	.	PUNCT
ajlm-2027	154	1	an	an	DET
ajlm-2027	154	2	audit	audit	NOUN
ajlm-2027	154	3	of	of	ADP
ajlm-2027	154	4	tumour	tumour	NOUN
ajlm-2027	154	5	marker	marker	NOUN
ajlm-2027	154	6	utilisation	utilisation	NOUN
ajlm-2027	154	7	in	in	ADP
ajlm-2027	154	8	greece	greece	PROPN
ajlm-2027	154	9	.	.	PUNCT
ajlm-2027	155	1	eur	eur	PROPN
ajlm-2027	155	2	j	j	PROPN
ajlm-2027	155	3	intern	intern	NOUN
ajlm-2027	155	4	med	me	VERB
ajlm-2027	155	5	.	.	PUNCT
ajlm-2027	156	1	2009;20(3):e66	2009;20(3):e66	NUM
ajlm-2027	156	2	–	–	PUNCT
ajlm-2027	156	3	e69	e69	ADJ
ajlm-2027	156	4	.	.	PUNCT
ajlm-2027	157	1	https://doi.org/10.1016/j.ejim.2008.07.026	https://doi.org/10.1016/j.ejim.2008.07.026	VERB
ajlm-2027	157	2	ferraro	ferraro	PROPN
ajlm-2027	157	3	s	s	NOUN
ajlm-2027	157	4	,	,	PUNCT
ajlm-2027	157	5	mozzi	mozzi	ADJ
ajlm-2027	157	6	r	r	NOUN
ajlm-2027	157	7	,	,	PUNCT
ajlm-2027	157	8	panteghini	panteghini	ADJ
ajlm-2027	157	9	m.	m.	NOUN
ajlm-2027	157	10	tumour	tumour	NOUN
ajlm-2027	157	11	marker	marker	NOUN
ajlm-2027	157	12	ordering	ordering	NOUN
ajlm-2027	157	13	:	:	PUNCT
ajlm-2027	157	14	do	do	AUX
ajlm-2027	157	15	not	not	PART
ajlm-2027	157	16	lose	lose	VERB
ajlm-2027	157	17	control	control	NOUN
ajlm-2027	157	18	:	:	PUNCT
ajlm-2027	157	19	a	a	DET
ajlm-2027	157	20	prospective	prospective	ADJ
ajlm-2027	157	21	clinical	clinical	ADJ
ajlm-2027	157	22	trial	trial	NOUN
ajlm-2027	157	23	.	.	PUNCT
ajlm-2027	158	1	am	be	AUX
ajlm-2027	158	2	j	j	PROPN
ajlm-2027	158	3	clin	clin	PROPN
ajlm-2027	158	4	pathol	pathol	NOUN
ajlm-2027	158	5	.	.	PUNCT
ajlm-2027	159	1	2015;144(4):649–658	2015;144(4):649–658	NUM
ajlm-2027	159	2	.	.	PUNCT
ajlm-2027	160	1	https://doi.org/10.1309/ajcpnzapjrb3t6kk	https://doi.org/10.1309/ajcpnzapjrb3t6kk	PROPN
ajlm-2027	161	1	al	al	PROPN
ajlm-2027	161	2	-	-	PUNCT
ajlm-2027	161	3	mughales	mughales	PROPN
ajlm-2027	161	4	ja	ja	PROPN
ajlm-2027	161	5	,	,	PUNCT
ajlm-2027	161	6	alahwal	alahwal	PROPN
ajlm-2027	161	7	ms	ms	PROPN
ajlm-2027	161	8	.	.	PROPN
ajlm-2027	161	9	inappropriate	inappropriate	ADJ
ajlm-2027	161	10	practice	practice	NOUN
ajlm-2027	161	11	in	in	ADP
ajlm-2027	161	12	tumour	tumour	NOUN
ajlm-2027	161	13	marker	marker	NOUN
ajlm-2027	161	14	requests	request	NOUN
ajlm-2027	161	15	at	at	ADP
ajlm-2027	161	16	a	a	DET
ajlm-2027	161	17	university	university	NOUN
ajlm-2027	161	18	hospital	hospital	NOUN
ajlm-2027	161	19	in	in	ADP
ajlm-2027	161	20	western	western	ADJ
ajlm-2027	161	21	saudi	saudi	PROPN
ajlm-2027	161	22	arabia	arabia	PROPN
ajlm-2027	161	23	:	:	PUNCT
ajlm-2027	161	24	a	a	DET
ajlm-2027	161	25	3	3	NUM
ajlm-2027	161	26	-	-	PUNCT
ajlm-2027	161	27	year	year	NOUN
ajlm-2027	161	28	retrospective	retrospective	ADJ
ajlm-2027	161	29	study	study	NOUN
ajlm-2027	161	30	.	.	PUNCT
ajlm-2027	162	1	int	int	PROPN
ajlm-2027	162	2	j	j	PROPN
ajlm-2027	162	3	biol	biol	PROPN
ajlm-2027	162	4	markers	marker	NOUN
ajlm-2027	162	5	.	.	PUNCT
ajlm-2027	163	1	2020;35(4):35–43	2020;35(4):35–43	X
ajlm-2027	163	2	.	.	PUNCT
ajlm-2027	164	1	https://doi.org/10.1177/1724600820971305	https://doi.org/10.1177/1724600820971305	PROPN
ajlm-2027	164	2	lee	lee	PROPN
ajlm-2027	164	3	p	p	PROPN
ajlm-2027	164	4	,	,	PUNCT
ajlm-2027	164	5	jain	jain	PROPN
ajlm-2027	164	6	so	so	ADV
ajlm-2027	164	7	,	,	PUNCT
ajlm-2027	164	8	matthew	matthew	PROPN
ajlm-2027	164	9	r	r	PROPN
ajlm-2027	164	10	,	,	PUNCT
ajlm-2027	164	11	et	et	PROPN
ajlm-2027	164	12	al	al	PROPN
ajlm-2027	164	13	.	.	PUNCT
ajlm-2027	164	14	diagnosis	diagnosis	NOUN
ajlm-2027	164	15	and	and	CCONJ
ajlm-2027	164	16	management	management	NOUN
ajlm-2027	164	17	of	of	ADP
ajlm-2027	164	18	cancer	cancer	NOUN
ajlm-2027	164	19	using	use	VERB
ajlm-2027	164	20	serologic	serologic	NOUN
ajlm-2027	164	21	and	and	CCONJ
ajlm-2027	164	22	other	other	ADJ
ajlm-2027	164	23	body	body	NOUN
ajlm-2027	164	24	fluid	fluid	NOUN
ajlm-2027	164	25	markers	marker	NOUN
ajlm-2027	164	26	.	.	PUNCT
ajlm-2027	165	1	henry	henry	PROPN
ajlm-2027	165	2	’s	’s	PART
ajlm-2027	165	3	clinical	clinical	ADJ
ajlm-2027	165	4	diagnosis	diagnosis	NOUN
ajlm-2027	165	5	and	and	CCONJ
ajlm-2027	165	6	management	management	NOUN
ajlm-2027	165	7	by	by	ADP
ajlm-2027	165	8	laboratory	laboratory	NOUN
ajlm-2027	165	9	methods	method	NOUN
ajlm-2027	165	10	.	.	PUNCT
ajlm-2027	166	1	23rd	23rd	ADJ
ajlm-2027	166	2	ed	ed	NOUN
ajlm-2027	166	3	.	.	PUNCT
ajlm-2027	166	4	philadelphia	philadelphia	PROPN
ajlm-2027	166	5	,	,	PUNCT
ajlm-2027	166	6	pa	pa	PROPN
ajlm-2027	166	7	:	:	PUNCT
ajlm-2027	166	8	saunders	saunders	PROPN
ajlm-2027	166	9	elsevier	elsevier	PROPN
ajlm-2027	166	10	,	,	PUNCT
ajlm-2027	166	11	2016	2016	NUM
ajlm-2027	166	12	;	;	PUNCT
ajlm-2027	166	13	pp	pp	NUM
ajlm-2027	166	14	.	.	PUNCT
ajlm-2027	166	15	1508–1524	1508–1524	NUM
ajlm-2027	166	16	.	.	PUNCT
ajlm-2027	167	1	schrohl	schrohl	NOUN
ajlm-2027	167	2	as	as	ADP
ajlm-2027	167	3	,	,	PUNCT
ajlm-2027	167	4	holten	holten	ADJ
ajlm-2027	167	5	-	-	PUNCT
ajlm-2027	167	6	andersen	andersen	PROPN
ajlm-2027	167	7	m	m	PROPN
ajlm-2027	167	8	,	,	PUNCT
ajlm-2027	167	9	sweep	sweep	VERB
ajlm-2027	167	10	f	f	PROPN
ajlm-2027	167	11	,	,	PUNCT
ajlm-2027	167	12	et	et	PROPN
ajlm-2027	167	13	al	al	PROPN
ajlm-2027	167	14	.	.	PUNCT
ajlm-2027	168	1	tumour	tumour	PROPN
ajlm-2027	168	2	markers	marker	NOUN
ajlm-2027	168	3	:	:	PUNCT
ajlm-2027	168	4	from	from	ADP
ajlm-2027	168	5	laboratory	laboratory	NOUN
ajlm-2027	168	6	to	to	ADP
ajlm-2027	168	7	clinical	clinical	ADJ
ajlm-2027	168	8	utility	utility	NOUN
ajlm-2027	168	9	.	.	PUNCT
ajlm-2027	169	1	mol	mol	ADP
ajlm-2027	169	2	cell	cell	NOUN
ajlm-2027	169	3	proteomics	proteomic	NOUN
ajlm-2027	169	4	.	.	PUNCT
ajlm-2027	170	1	2003;2(6):378–387	2003;2(6):378–387	X
ajlm-2027	170	2	.	.	PUNCT
ajlm-2027	170	3	https://doi.org/10.1074/mcp.r300006-mcp200	https://doi.org/10.1074/mcp.r300006-mcp200	PROPN
ajlm-2027	170	4	lui	lui	X
ajlm-2027	170	5	jk	jk	PROPN
ajlm-2027	170	6	,	,	PUNCT
ajlm-2027	170	7	ogunsua	ogunsua	PROPN
ajlm-2027	170	8	aa	aa	PROPN
ajlm-2027	170	9	,	,	PUNCT
ajlm-2027	170	10	hatch	hatch	PROPN
ajlm-2027	170	11	sc	sc	PROPN
ajlm-2027	170	12	,	,	PUNCT
ajlm-2027	170	13	liebmann	liebmann	PROPN
ajlm-2027	170	14	j	j	PROPN
ajlm-2027	170	15	,	,	PUNCT
ajlm-2027	170	16	scully	scully	ADV
ajlm-2027	170	17	g.	g.	VERB
ajlm-2027	170	18	the	the	DET
ajlm-2027	170	19	diagnostic	diagnostic	ADJ
ajlm-2027	170	20	utility	utility	NOUN
ajlm-2027	170	21	of	of	ADP
ajlm-2027	170	22	tumour	tumour	NOUN
ajlm-2027	170	23	markers	marker	NOUN
ajlm-2027	170	24	:	:	PUNCT
ajlm-2027	170	25	a	a	DET
ajlm-2027	170	26	teachable	teachable	ADJ
ajlm-2027	170	27	moment	moment	NOUN
ajlm-2027	170	28	.	.	PUNCT
ajlm-2027	171	1	am	be	AUX
ajlm-2027	171	2	j	j	PROPN
ajlm-2027	171	3	med	med	PROPN
ajlm-2027	171	4	.	.	PUNCT
ajlm-2027	172	1	2015;128(5):e9–10	2015;128(5):e9–10	NOUN
ajlm-2027	172	2	.	.	PUNCT
ajlm-2027	173	1	https://doi.org/10.1016/j.amjmed.2014.10.063	https://doi.org/10.1016/j.amjmed.2014.10.063	ADJ
ajlm-2027	173	2	fryer	fryer	NOUN
ajlm-2027	173	3	aa	aa	NOUN
ajlm-2027	173	4	,	,	PUNCT
ajlm-2027	173	5	smellie	smellie	NOUN
ajlm-2027	173	6	ws	ws	NOUN
ajlm-2027	173	7	.	.	PUNCT
ajlm-2027	174	1	managing	manage	VERB
ajlm-2027	174	2	demand	demand	NOUN
ajlm-2027	174	3	for	for	ADP
ajlm-2027	174	4	laboratory	laboratory	NOUN
ajlm-2027	174	5	tests	test	NOUN
ajlm-2027	174	6	:	:	PUNCT
ajlm-2027	174	7	a	a	DET
ajlm-2027	174	8	laboratory	laboratory	NOUN
ajlm-2027	174	9	toolkit	toolkit	NOUN
ajlm-2027	174	10	.	.	PUNCT
ajlm-2027	175	1	j	j	PROPN
ajlm-2027	175	2	clin	clin	PROPN
ajlm-2027	175	3	pathol	pathol	PROPN
ajlm-2027	175	4	.	.	PUNCT
ajlm-2027	176	1	2013;66(1):62–72	2013;66(1):62–72	X
ajlm-2027	176	2	.	.	PUNCT
ajlm-2027	177	1	https://doi.org/10.1136/jclinpath-2011-200524	https://doi.org/10.1136/jclinpath-2011-200524	PROPN
ajlm-2027	177	2	sturgeon	sturgeon	PROPN
ajlm-2027	177	3	cm	cm	PROPN
ajlm-2027	177	4	,	,	PUNCT
ajlm-2027	177	5	hoffman	hoffman	PROPN
ajlm-2027	177	6	br	br	PROPN
ajlm-2027	177	7	,	,	PUNCT
ajlm-2027	177	8	chan	chan	PROPN
ajlm-2027	177	9	dw	dw	PROPN
ajlm-2027	177	10	,	,	PUNCT
ajlm-2027	177	11	et	et	PROPN
ajlm-2027	177	12	al	al	PROPN
ajlm-2027	177	13	.	.	PROPN
ajlm-2027	177	14	national	national	PROPN
ajlm-2027	177	15	academy	academy	PROPN
ajlm-2027	177	16	of	of	ADP
ajlm-2027	177	17	clinical	clinical	ADJ
ajlm-2027	177	18	biochemistry	biochemistry	NOUN
ajlm-2027	177	19	laboratory	laboratory	NOUN
ajlm-2027	177	20	medicine	medicine	NOUN
ajlm-2027	177	21	practice	practice	NOUN
ajlm-2027	177	22	guidelines	guideline	NOUN
ajlm-2027	177	23	for	for	ADP
ajlm-2027	177	24	use	use	NOUN
ajlm-2027	177	25	of	of	ADP
ajlm-2027	177	26	tumour	tumour	ADJ
ajlm-2027	177	27	markers	marker	NOUN
ajlm-2027	177	28	in	in	ADP
ajlm-2027	177	29	clinical	clinical	ADJ
ajlm-2027	177	30	practice	practice	NOUN
ajlm-2027	177	31	:	:	PUNCT
ajlm-2027	177	32	quality	quality	NOUN
ajlm-2027	177	33	requirements	requirement	NOUN
ajlm-2027	177	34	.	.	PUNCT
ajlm-2027	178	1	clin	clin	PROPN
ajlm-2027	178	2	chem	chem	PROPN
ajlm-2027	178	3	.	.	PUNCT
ajlm-2027	179	1	2008;54(8):e1	2008;54(8):e1	X
ajlm-2027	179	2	–	–	PUNCT
ajlm-2027	179	3	e10	e10	NUM
ajlm-2027	179	4	.	.	PUNCT
ajlm-2027	180	1	https://doi.org/10.1373/clinchem.2007.094144	https://doi.org/10.1373/clinchem.2007.094144	PROPN
ajlm-2027	180	2	mrazek	mrazek	ADJ
ajlm-2027	180	3	c	c	NOUN
ajlm-2027	180	4	,	,	PUNCT
ajlm-2027	180	5	haschke	haschke	PROPN
ajlm-2027	180	6	-	-	PUNCT
ajlm-2027	180	7	becher	becher	PROPN
ajlm-2027	180	8	e	e	NOUN
ajlm-2027	180	9	,	,	PUNCT
ajlm-2027	180	10	felder	felder	PROPN
ajlm-2027	180	11	tk	tk	PROPN
ajlm-2027	180	12	,	,	PUNCT
ajlm-2027	180	13	keppel	keppel	PROPN
ajlm-2027	180	14	mh	mh	PROPN
ajlm-2027	180	15	,	,	PUNCT
ajlm-2027	180	16	oberkofler	oberkofler	PROPN
ajlm-2027	180	17	h	h	PROPN
ajlm-2027	180	18	,	,	PUNCT
ajlm-2027	180	19	cadamuro	cadamuro	PROPN
ajlm-2027	180	20	j.	j.	PROPN
ajlm-2027	180	21	laboratory	laboratory	PROPN
ajlm-2027	180	22	demand	demand	NOUN
ajlm-2027	180	23	management	management	NOUN
ajlm-2027	180	24	strategies	strategy	NOUN
ajlm-2027	180	25	an	an	DET
ajlm-2027	180	26	overview	overview	NOUN
ajlm-2027	180	27	.	.	PUNCT
ajlm-2027	181	1	diagnostics	diagnostic	NOUN
ajlm-2027	181	2	(	(	PUNCT
ajlm-2027	181	3	basel	basel	PROPN
ajlm-2027	181	4	)	)	PUNCT
ajlm-2027	181	5	.	.	PUNCT
ajlm-2027	182	1	2021;11(7):1141	2021;11(7):1141	NUM
ajlm-2027	182	2	.	.	PUNCT
ajlm-2027	183	1	https://doi.org/10.3390/diagnostics11071141	https://doi.org/10.3390/diagnostics11071141	PROPN
ajlm-2027	183	2	lang	lang	PROPN
ajlm-2027	183	3	t.	t.	PROPN
ajlm-2027	183	4	minimum	minimum	PROPN
ajlm-2027	183	5	retesting	reteste	VERB
ajlm-2027	183	6	intervals	interval	NOUN
ajlm-2027	183	7	in	in	ADP
ajlm-2027	183	8	practice	practice	NOUN
ajlm-2027	183	9	:	:	PUNCT
ajlm-2027	183	10	10	10	NUM
ajlm-2027	183	11	years	year	NOUN
ajlm-2027	183	12	experience	experience	NOUN
ajlm-2027	183	13	.	.	PUNCT
ajlm-2027	184	1	clin	clin	PROPN
ajlm-2027	184	2	chem	chem	NOUN
ajlm-2027	184	3	lab	lab	NOUN
ajlm-2027	184	4	med	me	VERB
ajlm-2027	184	5	.	.	PUNCT
ajlm-2027	185	1	2021;59(1):39–50	2021;59(1):39–50	X
ajlm-2027	185	2	.	.	X
ajlm-2027	185	3	https://doi.org/10.1515/cclm-2020-0660	https://doi.org/10.1515/cclm-2020-0660	PROPN
ajlm-2027	185	4	lang	lang	PROPN
ajlm-2027	185	5	t	t	PROPN
ajlm-2027	185	6	,	,	PUNCT
ajlm-2027	185	7	bernie	bernie	PROPN
ajlm-2027	185	8	c.	c.	PROPN
ajlm-2027	185	9	g147_national	g147_national	ADJ
ajlm-2027	185	10	minimum	minimum	ADJ
ajlm-2027	185	11	retesting	reteste	VERB
ajlm-2027	185	12	intervals	interval	NOUN
ajlm-2027	185	13	in	in	ADP
ajlm-2027	185	14	pathology	pathology	NOUN
ajlm-2027	186	1	[	[	X
ajlm-2027	186	2	homepage	homepage	NOUN
ajlm-2027	186	3	on	on	ADP
ajlm-2027	186	4	the	the	DET
ajlm-2027	186	5	internet	internet	NOUN
ajlm-2027	186	6	]	]	PUNCT
ajlm-2027	186	7	.	.	PUNCT
ajlm-2027	187	1	march	march	PROPN
ajlm-2027	187	2	2021	2021	NUM
ajlm-2027	188	1	[	[	X
ajlm-2027	188	2	cited	cite	VERB
ajlm-2027	188	3	july	july	PROPN
ajlm-2027	188	4	2021	2021	NUM
ajlm-2027	188	5	]	]	PUNCT
ajlm-2027	188	6	;	;	PUNCT
ajlm-2027	188	7	version	version	NOUN
ajlm-2027	188	8	2	2	NUM
ajlm-2027	188	9	.	.	PUNCT
ajlm-2027	188	10	available	available	ADJ
ajlm-2027	188	11	from	from	ADP
ajlm-2027	188	12	:	:	PUNCT
ajlm-2027	188	13	https://www.rcpath.org	https://www.rcpath.org	NUM
ajlm-2027	188	14	.	.	PUNCT
ajlm-2027	189	1	smit	smit	PROPN
ajlm-2027	189	2	i	i	PRON
ajlm-2027	189	3	,	,	PUNCT
ajlm-2027	189	4	zemlin	zemlin	PROPN
ajlm-2027	189	5	ae	ae	PROPN
ajlm-2027	189	6	,	,	PUNCT
ajlm-2027	189	7	erasmus	erasmus	PROPN
ajlm-2027	189	8	rt	rt	PROPN
ajlm-2027	189	9	.	.	PUNCT
ajlm-2027	190	1	demand	demand	NOUN
ajlm-2027	190	2	management	management	NOUN
ajlm-2027	190	3	:	:	PUNCT
ajlm-2027	190	4	an	an	DET
ajlm-2027	190	5	audit	audit	NOUN
ajlm-2027	190	6	of	of	ADP
ajlm-2027	190	7	chemical	chemical	ADJ
ajlm-2027	190	8	pathology	pathology	NOUN
ajlm-2027	190	9	test	test	NOUN
ajlm-2027	190	10	rejections	rejection	NOUN
ajlm-2027	190	11	by	by	ADP
ajlm-2027	190	12	an	an	DET
ajlm-2027	190	13	electronic	electronic	ADJ
ajlm-2027	190	14	gate	gate	NOUN
ajlm-2027	190	15	-	-	PUNCT
ajlm-2027	190	16	keeping	keep	VERB
ajlm-2027	190	17	system	system	NOUN
ajlm-2027	190	18	at	at	ADP
ajlm-2027	190	19	an	an	DET
ajlm-2027	190	20	academic	academic	ADJ
ajlm-2027	190	21	hospital	hospital	NOUN
ajlm-2027	190	22	in	in	ADP
ajlm-2027	190	23	cape	cape	NOUN
ajlm-2027	190	24	town	town	NOUN
ajlm-2027	190	25	.	.	PUNCT
ajlm-2027	191	1	ann	ann	PROPN
ajlm-2027	191	2	clin	clin	PROPN
ajlm-2027	191	3	biochem	biochem	PROPN
ajlm-2027	191	4	.	.	PUNCT
ajlm-2027	192	1	2015;52(pt	2015;52(pt	PROPN
ajlm-2027	192	2	4):481–487	4):481–487	NUM
ajlm-2027	192	3	.	.	PUNCT
ajlm-2027	193	1	https://doi.org/10.1177/0004563214567688	https://doi.org/10.1177/0004563214567688	PROPN
ajlm-2027	193	2	pema	pema	PROPN
ajlm-2027	193	3	ak	ak	PROPN
ajlm-2027	193	4	,	,	PUNCT
ajlm-2027	193	5	kiabilua	kiabilua	PROPN
ajlm-2027	193	6	o	o	PROPN
ajlm-2027	193	7	,	,	PUNCT
ajlm-2027	193	8	t.s	t.s	PROPN
ajlm-2027	193	9	.	.	PROPN
ajlm-2027	193	10	pillay	pillay	PROPN
ajlm-2027	193	11	ts	ts	PROPN
ajlm-2027	193	12	.	.	PUNCT
ajlm-2027	194	1	demand	demand	NOUN
ajlm-2027	194	2	management	management	NOUN
ajlm-2027	194	3	by	by	ADP
ajlm-2027	194	4	electronic	electronic	ADJ
ajlm-2027	194	5	gatekeeping	gatekeeping	NOUN
ajlm-2027	194	6	of	of	ADP
ajlm-2027	194	7	test	test	NOUN
ajlm-2027	194	8	requests	request	NOUN
ajlm-2027	194	9	does	do	AUX
ajlm-2027	194	10	not	not	PART
ajlm-2027	194	11	influence	influence	VERB
ajlm-2027	194	12	requesting	request	VERB
ajlm-2027	194	13	behaviour	behaviour	NOUN
ajlm-2027	194	14	or	or	CCONJ
ajlm-2027	194	15	save	save	VERB
ajlm-2027	194	16	costs	cost	NOUN
ajlm-2027	194	17	dramatically	dramatically	ADV
ajlm-2027	194	18	.	.	PUNCT
ajlm-2027	195	1	ann	ann	PROPN
ajlm-2027	195	2	clin	clin	PROPN
ajlm-2027	195	3	biochem	biochem	PROPN
ajlm-2027	195	4	.	.	PUNCT
ajlm-2027	196	1	2018;55(2):244–253	2018;55(2):244–253	X
ajlm-2027	196	2	.	.	PUNCT
ajlm-2027	196	3	https://doi.org/10.1177/0004563217707980	https://doi.org/10.1177/0004563217707980	PROPN
ajlm-2027	196	4	novakovic	novakovic	PROPN
ajlm-2027	196	5	s.	s.	PROPN
ajlm-2027	196	6	tumour	tumour	PROPN
ajlm-2027	196	7	markers	marker	NOUN
ajlm-2027	196	8	in	in	ADP
ajlm-2027	196	9	clinical	clinical	ADJ
ajlm-2027	196	10	oncology	oncology	NOUN
ajlm-2027	196	11	.	.	PUNCT
ajlm-2027	197	1	radiol	radiol	PROPN
ajlm-2027	197	2	oncol	oncol	ADJ
ajlm-2027	197	3	.	.	PUNCT
ajlm-2027	198	1	2004;38(2):73–83	2004;38(2):73–83	X
ajlm-2027	198	2	.	.	PUNCT
ajlm-2027	198	3	zhang	zhang	PROPN
ajlm-2027	198	4	j	j	PROPN
ajlm-2027	198	5	,	,	PUNCT
ajlm-2027	198	6	chen	chen	PROPN
ajlm-2027	198	7	g	g	PROPN
ajlm-2027	198	8	,	,	PUNCT
ajlm-2027	198	9	zhang	zhang	PROPN
ajlm-2027	198	10	p	p	X
ajlm-2027	198	11	,	,	PUNCT
ajlm-2027	198	12	et	et	PROPN
ajlm-2027	198	13	al	al	PROPN
ajlm-2027	198	14	.	.	PUNCT
ajlm-2027	199	1	the	the	DET
ajlm-2027	199	2	threshold	threshold	NOUN
ajlm-2027	199	3	of	of	ADP
ajlm-2027	199	4	alpha	alpha	NOUN
ajlm-2027	199	5	-	-	PUNCT
ajlm-2027	199	6	fetoprotein	fetoprotein	ADJ
ajlm-2027	199	7	(	(	PUNCT
ajlm-2027	199	8	afp	afp	NOUN
ajlm-2027	199	9	)	)	PUNCT
ajlm-2027	199	10	for	for	ADP
ajlm-2027	199	11	the	the	DET
ajlm-2027	199	12	diagnosis	diagnosis	NOUN
ajlm-2027	199	13	of	of	ADP
ajlm-2027	199	14	hepatocellular	hepatocellular	ADJ
ajlm-2027	199	15	carcinoma	carcinoma	NOUN
ajlm-2027	199	16	:	:	PUNCT
ajlm-2027	199	17	a	a	DET
ajlm-2027	199	18	systematic	systematic	ADJ
ajlm-2027	199	19	review	review	NOUN
ajlm-2027	199	20	and	and	CCONJ
ajlm-2027	199	21	meta	meta	ADJ
ajlm-2027	199	22	-	-	PUNCT
ajlm-2027	199	23	analysis	analysis	NOUN
ajlm-2027	199	24	.	.	PUNCT
ajlm-2027	200	1	plos	plos	PROPN
ajlm-2027	200	2	one	one	NUM
ajlm-2027	200	3	.	.	PUNCT
ajlm-2027	201	1	2020;15(2):e0228857	2020;15(2):e0228857	NUM
ajlm-2027	201	2	.	.	PUNCT
ajlm-2027	201	3	https://doi.org/10.1371/journal.pone.0228857	https://doi.org/10.1371/journal.pone.0228857	PROPN
ajlm-2027	201	4	wang	wang	PROPN
ajlm-2027	201	5	hy	hy	PROPN
ajlm-2027	201	6	,	,	PUNCT
ajlm-2027	201	7	hsieh	hsieh	PROPN
ajlm-2027	201	8	ch	ch	PROPN
ajlm-2027	201	9	,	,	PUNCT
ajlm-2027	201	10	wen	wen	PROPN
ajlm-2027	201	11	cn	cn	PROPN
ajlm-2027	201	12	,	,	PUNCT
ajlm-2027	201	13	wen	wen	PROPN
ajlm-2027	201	14	yh	yh	PROPN
ajlm-2027	201	15	,	,	PUNCT
ajlm-2027	201	16	chen	chen	PROPN
ajlm-2027	201	17	ch	ch	PROPN
ajlm-2027	201	18	,	,	PUNCT
ajlm-2027	201	19	lu	lu	PROPN
ajlm-2027	201	20	jj	jj	PROPN
ajlm-2027	201	21	.	.	PUNCT
ajlm-2027	202	1	cancers	cancer	NOUN
ajlm-2027	202	2	screening	screen	VERB
ajlm-2027	202	3	in	in	ADP
ajlm-2027	202	4	an	an	DET
ajlm-2027	202	5	asymptomatic	asymptomatic	ADJ
ajlm-2027	202	6	population	population	NOUN
ajlm-2027	202	7	by	by	ADP
ajlm-2027	202	8	using	use	VERB
ajlm-2027	202	9	multiple	multiple	ADJ
ajlm-2027	202	10	tumour	tumour	ADJ
ajlm-2027	202	11	markers	marker	NOUN
ajlm-2027	202	12	.	.	PUNCT
ajlm-2027	203	1	plos	plos	PROPN
ajlm-2027	203	2	one	one	NUM
ajlm-2027	203	3	.	.	PUNCT
ajlm-2027	204	1	2016;11(6):e0158285	2016;11(6):e0158285	NUM
ajlm-2027	204	2	.	.	PUNCT
ajlm-2027	205	1	https://doi.org/10.1371/journal.pone.0158285	https://doi.org/10.1371/journal.pone.0158285	PROPN
ajlm-2027	205	2	foley	foley	PROPN
ajlm-2027	205	3	kf	kf	PROPN
ajlm-2027	205	4	.	.	PUNCT
ajlm-2027	206	1	using	use	VERB
ajlm-2027	206	2	human	human	ADJ
ajlm-2027	206	3	chorionic	chorionic	ADJ
ajlm-2027	206	4	gonadotropin	gonadotropin	NOUN
ajlm-2027	206	5	as	as	ADP
ajlm-2027	206	6	a	a	DET
ajlm-2027	206	7	tumour	tumour	NOUN
ajlm-2027	206	8	marker	marker	NOUN
ajlm-2027	206	9	.	.	PUNCT
ajlm-2027	207	1	clinical	clinical	ADJ
ajlm-2027	207	2	laboratory	laboratory	NOUN
ajlm-2027	207	3	news	news	NOUN
ajlm-2027	207	4	2021	2021	NUM
ajlm-2027	207	5	april	april	PROPN
ajlm-2027	208	1	[	[	X
ajlm-2027	208	2	cited	cite	VERB
ajlm-2027	208	3	2021	2021	NUM
ajlm-2027	208	4	july	july	NOUN
ajlm-2027	208	5	]	]	PUNCT
ajlm-2027	208	6	.	.	PUNCT
ajlm-2027	209	1	available	available	ADJ
ajlm-2027	209	2	from	from	ADP
ajlm-2027	209	3	:	:	PUNCT
ajlm-2027	209	4	https://www.aacc.org/cln/articles/2021/april/using-human-chorionic-gonadotropin-as-a-tumor-marker	https://www.aacc.org/cln/articles/2021/april/using-human-chorionic-gonadotropin-as-a-tumor-marker	PROPN
ajlm-2027	209	5	tomlinson	tomlinson	PROPN
ajlm-2027	209	6	ip	ip	PROPN
ajlm-2027	209	7	,	,	PUNCT
ajlm-2027	209	8	whyman	whyman	NOUN
ajlm-2027	209	9	a	a	PROPN
ajlm-2027	209	10	,	,	PUNCT
ajlm-2027	209	11	barrett	barrett	PROPN
ajlm-2027	209	12	ja	ja	PROPN
ajlm-2027	209	13	,	,	PUNCT
ajlm-2027	209	14	kremer	kremer	PROPN
ajlm-2027	209	15	jk	jk	PROPN
ajlm-2027	209	16	.	.	PUNCT
ajlm-2027	210	1	tumour	tumour	NOUN
ajlm-2027	210	2	marker	marker	NOUN
ajlm-2027	210	3	ca15	ca15	PROPN
ajlm-2027	210	4	-	-	PUNCT
ajlm-2027	210	5	3	3	NUM
ajlm-2027	210	6	:	:	PUNCT
ajlm-2027	210	7	possible	possible	ADJ
ajlm-2027	210	8	uses	use	NOUN
ajlm-2027	210	9	in	in	ADP
ajlm-2027	210	10	the	the	DET
ajlm-2027	210	11	routine	routine	ADJ
ajlm-2027	210	12	management	management	NOUN
ajlm-2027	210	13	of	of	ADP
ajlm-2027	210	14	breast	breast	NOUN
ajlm-2027	210	15	cancer	cancer	NOUN
ajlm-2027	210	16	.	.	PUNCT
ajlm-2027	211	1	eur	eur	PROPN
ajlm-2027	211	2	j	j	PROPN
ajlm-2027	211	3	cancer	cancer	NOUN
ajlm-2027	211	4	.	.	PUNCT
ajlm-2027	212	1	1995	1995	NUM
ajlm-2027	212	2	jun;31a	jun;31a	NOUN
ajlm-2027	212	3	.	.	PUNCT
ajlm-2027	213	1	mcginley	mcginley	PROPN
ajlm-2027	213	2	pj	pj	PROPN
ajlm-2027	213	3	,	,	PUNCT
ajlm-2027	213	4	kilpatrick	kilpatrick	PROPN
ajlm-2027	213	5	es	es	PROPN
ajlm-2027	213	6	.	.	PUNCT
ajlm-2027	214	1	tumour	tumour	NOUN
ajlm-2027	214	2	markers	marker	NOUN
ajlm-2027	214	3	:	:	PUNCT
ajlm-2027	214	4	their	their	PRON
ajlm-2027	214	5	use	use	NOUN
ajlm-2027	214	6	and	and	CCONJ
ajlm-2027	214	7	misuse	misuse	NOUN
ajlm-2027	214	8	by	by	ADP
ajlm-2027	214	9	clinicians	clinician	NOUN
ajlm-2027	214	10	.	.	PUNCT
ajlm-2027	215	1	ann	ann	PROPN
ajlm-2027	215	2	clin	clin	PROPN
ajlm-2027	215	3	biochem	biochem	PROPN
ajlm-2027	215	4	.	.	PUNCT
ajlm-2027	216	1	2003;40(pt	2003;40(pt	PROPN
ajlm-2027	217	1	6):643–647	6):643–647	PROPN
ajlm-2027	217	2	.	.	PUNCT
ajlm-2027	217	3	https://doi.org/10.1258/000456303770367234	https://doi.org/10.1258/000456303770367234	PROPN
ajlm-2027	217	4	zhi	zhi	PROPN
ajlm-2027	217	5	m	m	PROPN
ajlm-2027	217	6	,	,	PUNCT
ajlm-2027	217	7	ding	ding	PROPN
ajlm-2027	217	8	el	el	PROPN
ajlm-2027	217	9	,	,	PUNCT
ajlm-2027	217	10	theisen	theisen	NOUN
ajlm-2027	217	11	-	-	PUNCT
ajlm-2027	217	12	toupal	toupal	PROPN
ajlm-2027	217	13	j	j	PROPN
ajlm-2027	217	14	,	,	PUNCT
ajlm-2027	217	15	whelan	whelan	PROPN
ajlm-2027	217	16	j	j	PROPN
ajlm-2027	217	17	,	,	PUNCT
ajlm-2027	217	18	arnaout	arnaout	AUX
ajlm-2027	217	19	r.	r.	PROPN
ajlm-2027	217	20	the	the	DET
ajlm-2027	217	21	landscape	landscape	NOUN
ajlm-2027	217	22	of	of	ADP
ajlm-2027	217	23	inappropriate	inappropriate	ADJ
ajlm-2027	217	24	laboratory	laboratory	NOUN
ajlm-2027	217	25	testing	testing	NOUN
ajlm-2027	217	26	:	:	PUNCT
ajlm-2027	217	27	a	a	DET
ajlm-2027	217	28	15	15	NUM
ajlm-2027	217	29	-	-	PUNCT
ajlm-2027	217	30	year	year	NOUN
ajlm-2027	217	31	meta	meta	ADJ
ajlm-2027	217	32	-	-	PUNCT
ajlm-2027	217	33	analysis	analysis	NOUN
ajlm-2027	217	34	.	.	PUNCT
ajlm-2027	218	1	plos	plos	PROPN
ajlm-2027	218	2	one	one	NUM
ajlm-2027	218	3	.	.	PUNCT
ajlm-2027	219	1	2013;8	2013;8	NUM
ajlm-2027	219	2	:	:	PUNCT
ajlm-2027	219	3	e78962	e78962	NOUN
ajlm-2027	219	4	.	.	PUNCT
ajlm-2027	220	1	https://doi.org/10.1371/journal.pone.0078962	https://doi.org/10.1371/journal.pone.0078962	PROPN
ajlm-2027	220	2	morris	morris	PROPN
ajlm-2027	221	1	tf	tf	PROPN
ajlm-2027	221	2	,	,	PUNCT
ajlm-2027	221	3	ellison	ellison	PROPN
ajlm-2027	221	4	tl	tl	PROPN
ajlm-2027	221	5	,	,	PUNCT
ajlm-2027	221	6	maysoon	maysoon	PROPN
ajlm-2027	221	7	m	m	PROPN
ajlm-2027	221	8	,	,	PUNCT
ajlm-2027	221	9	althawadi	althawadi	ADJ
ajlm-2027	221	10	si	si	PROPN
ajlm-2027	221	11	,	,	PUNCT
ajlm-2027	221	12	heppenheimer	heppenheimer	PROPN
ajlm-2027	221	13	m.	m.	NOUN
ajlm-2027	221	14	demand	demand	NOUN
ajlm-2027	221	15	management	management	NOUN
ajlm-2027	221	16	and	and	CCONJ
ajlm-2027	221	17	optimisation	optimisation	NOUN
ajlm-2027	221	18	of	of	ADP
ajlm-2027	221	19	clinical	clinical	ADJ
ajlm-2027	221	20	laboratory	laboratory	NOUN
ajlm-2027	221	21	services	service	NOUN
ajlm-2027	221	22	in	in	ADP
ajlm-2027	221	23	a	a	DET
ajlm-2027	221	24	tertiary	tertiary	ADJ
ajlm-2027	221	25	referral	referral	NOUN
ajlm-2027	221	26	centre	centre	NOUN
ajlm-2027	221	27	in	in	ADP
ajlm-2027	221	28	saudi	saudi	PROPN
ajlm-2027	221	29	arabia	arabia	PROPN
ajlm-2027	221	30	.	.	PUNCT
ajlm-2027	222	1	ann	ann	PROPN
ajlm-2027	222	2	.	.	PUNCT
ajlm-2027	223	1	saudi	saudi	PROPN
ajlm-2027	223	2	med	med	PROPN
ajlm-2027	223	3	.	.	PUNCT
ajlm-2027	224	1	2018;38:299–304	2018;38:299–304	PROPN
ajlm-2027	224	2	.	.	PUNCT
ajlm-2027	225	1	https://doi.org/10.5144/0256-4947.2018.299	https://doi.org/10.5144/0256-4947.2018.299	PROPN
ajlm-2027	225	2	naugler	naugler	PROPN
ajlm-2027	225	3	c.	c.	PROPN
ajlm-2027	226	1	a	a	DET
ajlm-2027	226	2	perspective	perspective	NOUN
ajlm-2027	226	3	on	on	ADP
ajlm-2027	226	4	laboratory	laboratory	NOUN
ajlm-2027	226	5	utilisation	utilisation	NOUN
ajlm-2027	226	6	management	management	NOUN
ajlm-2027	226	7	from	from	ADP
ajlm-2027	226	8	canada	canada	PROPN
ajlm-2027	226	9	.	.	PUNCT
ajlm-2027	227	1	clin	clin	PROPN
ajlm-2027	227	2	chim	chim	PROPN
ajlm-2027	227	3	acta	acta	PROPN
ajlm-2027	227	4	.	.	PUNCT
ajlm-2027	228	1	2014;427:142–144	2014;427:142–144	NUM
ajlm-2027	228	2	.	.	PUNCT
ajlm-2027	229	1	https://doi.org/10.1016/j.cca.2013.09.022	https://doi.org/10.1016/j.cca.2013.09.022	PROPN
ajlm-2027	229	2	liu	liu	PROPN
ajlm-2027	229	3	z	z	PROPN
ajlm-2027	229	4	,	,	PUNCT
ajlm-2027	229	5	abdullah	abdullah	PROPN
ajlm-2027	229	6	a	a	PRON
ajlm-2027	229	7	,	,	PUNCT
ajlm-2027	229	8	baskin	baskin	PROPN
ajlm-2027	229	9	l	l	PROPN
ajlm-2027	229	10	,	,	PUNCT
ajlm-2027	229	11	lewis	lewis	PROPN
ajlm-2027	229	12	g	g	PROPN
ajlm-2027	229	13	,	,	PUNCT
ajlm-2027	229	14	kelter	kelter	PROPN
ajlm-2027	229	15	g	g	PROPN
ajlm-2027	229	16	,	,	PUNCT
ajlm-2027	229	17	naugler	naugler	PROPN
ajlm-2027	229	18	c.	c.	PROPN
ajlm-2027	230	1	an	an	DET
ajlm-2027	230	2	intervention	intervention	NOUN
ajlm-2027	230	3	to	to	PART
ajlm-2027	230	4	reduce	reduce	VERB
ajlm-2027	230	5	laboratory	laboratory	NOUN
ajlm-2027	230	6	utilisation	utilisation	NOUN
ajlm-2027	230	7	of	of	ADP
ajlm-2027	230	8	referred	refer	VERB
ajlm-2027	230	9	-	-	PUNCT
ajlm-2027	230	10	out	out	ADP
ajlm-2027	230	11	tests	test	NOUN
ajlm-2027	230	12	.	.	PUNCT
ajlm-2027	231	1	lab	lab	NOUN
ajlm-2027	231	2	med	med	PROPN
ajlm-2027	231	3	.	.	PUNCT
ajlm-2027	232	1	2012;43:164–167	2012;43:164–167	ADJ
ajlm-2027	232	2	.	.	PUNCT
ajlm-2027	233	1	https://doi.org/10.1309/lmspkpzex602noks	https://doi.org/10.1309/lmspkpzex602noks	PROPN
ajlm-2027	233	2	kzn	kzn	PROPN
ajlm-2027	233	3	department	department	PROPN
ajlm-2027	233	4	of	of	ADP
ajlm-2027	233	5	health	health	NOUN
ajlm-2027	233	6	website	website	NOUN
ajlm-2027	233	7	[	[	X
ajlm-2027	233	8	homepage	homepage	NOUN
ajlm-2027	233	9	on	on	ADP
ajlm-2027	233	10	the	the	DET
ajlm-2027	233	11	internet	internet	NOUN
ajlm-2027	233	12	]	]	PUNCT
ajlm-2027	233	13	.	.	PUNCT
ajlm-2027	234	1	[	[	X
ajlm-2027	234	2	cited	cite	VERB
ajlm-2027	234	3	2021	2021	NUM
ajlm-2027	234	4	july	july	PROPN
ajlm-2027	234	5	20	20	NUM
ajlm-2027	234	6	]	]	PUNCT
ajlm-2027	234	7	.	.	PUNCT
ajlm-2027	235	1	available	available	ADJ
ajlm-2027	235	2	from	from	ADP
ajlm-2027	235	3	:	:	PUNCT
ajlm-2027	235	4	http://www.kznhealth.gov.za	http://www.kznhealth.gov.za	PROPN
ajlm-2027	235	5	sharma	sharma	PROPN
ajlm-2027	235	6	s.	s.	PROPN
ajlm-2027	235	7	tumour	tumour	PROPN
ajlm-2027	235	8	markers	marker	NOUN
ajlm-2027	235	9	in	in	ADP
ajlm-2027	235	10	clinical	clinical	ADJ
ajlm-2027	235	11	practice	practice	NOUN
ajlm-2027	235	12	:	:	PUNCT
ajlm-2027	235	13	general	general	ADJ
ajlm-2027	235	14	principles	principle	NOUN
ajlm-2027	235	15	and	and	CCONJ
ajlm-2027	235	16	guidelines	guideline	NOUN
ajlm-2027	235	17	.	.	PUNCT
ajlm-2027	236	1	indian	indian	PROPN
ajlm-2027	236	2	j	j	PROPN
ajlm-2027	236	3	of	of	ADP
ajlm-2027	236	4	paediatr	paediatr	NOUN
ajlm-2027	236	5	oncol	oncol	ADJ
ajlm-2027	236	6	.	.	PUNCT
ajlm-2027	237	1	2009;30(1):1–8	2009;30(1):1–8	NUM
ajlm-2027	237	2	.	.	PUNCT
ajlm-2027	238	1	https://doi.org/10.4103/0971-5851.56328	https://doi.org/10.4103/0971-5851.56328	PROPN
ajlm-2027	238	2	sturgeon	sturgeon	NOUN
ajlm-2027	238	3	c.	c.	PROPN
ajlm-2027	238	4	practice	practice	NOUN
ajlm-2027	238	5	guidelines	guideline	NOUN
ajlm-2027	238	6	for	for	ADP
ajlm-2027	238	7	tumour	tumour	NOUN
ajlm-2027	238	8	marker	marker	NOUN
ajlm-2027	238	9	use	use	NOUN
ajlm-2027	238	10	in	in	ADP
ajlm-2027	238	11	the	the	DET
ajlm-2027	238	12	clinic	clinic	NOUN
ajlm-2027	238	13	.	.	PUNCT
ajlm-2027	239	1	clin	clin	PROPN
ajlm-2027	239	2	chem	chem	PROPN
ajlm-2027	239	3	.	.	PUNCT
ajlm-2027	240	1	2002;48(8):1151–1159	2002;48(8):1151–1159	NUM
ajlm-2027	240	2	.	.	PUNCT
ajlm-2027	241	1	https://doi.org/10.1093/clinchem/48.8.1151	https://doi.org/10.1093/clinchem/48.8.1151	PROPN
ajlm-2027	241	2	locker	locker	PROPN
ajlm-2027	241	3	gy	gy	PROPN
ajlm-2027	241	4	,	,	PUNCT
ajlm-2027	241	5	hamilton	hamilton	PROPN
ajlm-2027	241	6	s	s	PROPN
ajlm-2027	241	7	,	,	PUNCT
ajlm-2027	241	8	harris	harris	PROPN
ajlm-2027	241	9	j	j	PROPN
ajlm-2027	241	10	,	,	PUNCT
ajlm-2027	241	11	et	et	PROPN
ajlm-2027	241	12	al	al	PROPN
ajlm-2027	241	13	.	.	PROPN
ajlm-2027	242	1	asco	asco	PROPN
ajlm-2027	242	2	2006	2006	NUM
ajlm-2027	242	3	update	update	NOUN
ajlm-2027	242	4	of	of	ADP
ajlm-2027	242	5	recommendations	recommendation	NOUN
ajlm-2027	242	6	for	for	ADP
ajlm-2027	242	7	the	the	DET
ajlm-2027	242	8	use	use	NOUN
ajlm-2027	242	9	of	of	ADP
ajlm-2027	242	10	tumour	tumour	ADJ
ajlm-2027	242	11	markers	marker	NOUN
ajlm-2027	242	12	in	in	ADP
ajlm-2027	242	13	gastrointestinal	gastrointestinal	ADJ
ajlm-2027	242	14	cancer	cancer	NOUN
ajlm-2027	242	15	.	.	PUNCT
ajlm-2027	243	1	j	j	PROPN
ajlm-2027	243	2	clin	clin	PROPN
ajlm-2027	243	3	oncol;24(33):5313–5327	oncol;24(33):5313–5327	PROPN
ajlm-2027	243	4	.	.	PUNCT
ajlm-2027	244	1	https://doi.org/10.1200/jco.2006.08.2644	https://doi.org/10.1200/jco.2006.08.2644	VERB