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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