BMC Bioinformatics

Table 5 Results on the evaluation set using only the translated terms from English to Dutch (baseline) and the final ContextD results with modifications (final)

From: ContextD: an algorithm to identify contextual properties of medical terms in a Dutch clinical corpus

		Precision		Recall		F-score
Property value	Total	Baseline	Final	Baseline	Final	Baseline	Final
Negated
GP entries	175	0.96	0.88	0.66	0.90	0.78	0.89
Specialist letters	177	0.93	0.84	0.63	0.90	0.75	0.87
Radiology reports	287	0.96	0.91	0.55	0.97	0.70	0.93
Discharge letters	180	0.98	0.92	0.67	0.93	0.79	0.92
Recent
GP entries	1365	0.97	0.98	0.98	0.94	0.98	0.96
Specialist letters	919	0.91	0.95	0.99	0.92	0.95	0.94
Radiology reports	1341	0.97	0.98	0.98	0.96	0.97	0.97
Discharge letters	1140	0.93	0.97	0.98	0.91	0.95	0.94
Historical
GP entries	28	0.15	0.17	0.17	0.54	0.16	0.26
Specialist letters	66	0.47	0.41	0.10	0.76	0.17	0.54
Radiology reports	52	0.30	0.37	0.30	0.67	0.30	0.48
Discharge letters	90	0.36	0.39	0.13	0.78	0.19	0.52
Hypothetical
GP entries	17	0	0	0	0	0	0
Specialist letters	29	0	0.67	0	0.07	0	0.13
Radiology reports	6	0	0.67	0	0.33	0	0.44
Discharge letters	0	0	0	0	0	0	0
Patient
GP entries	1379	0.98	0.98	1.00	0.99	0.99	0.99
Specialist letters	999	0.99	0.99	1.00	0.99	0.99	0.99
Radiology reports	1398	0.99	1.00	1.00	1.00	1.00	1.00
Discharge letters	1220	0.98	0.99	1.00	1.00	0.99	0.99

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ISSN: 1471-2105

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