Table 4:
Performance of PredMED on 50 office visit encounter notes and comparisons to the performance of MedEx and MedXN (* indicates significantly different performance when compared to PredMED: bold represents performance inferior to PredMED; italics represents performance superior Lo PredMRD).
| Annotation Types | Total # | PredMED | MedEx | MedXN | ||||||
|---|---|---|---|---|---|---|---|---|---|---|
| P(%) | R(%) | F(%) | P(%) | R(%) | F(%) | P(%) | R(%) | F(%) | ||
| AH Types | 2848 | 85.8 | 83.0 | 84.4 | 79.6* | 64.8* | 71.5* | 81.6* | 75.3* | 783* |
| Prescription | 464 | 78.2 | 83.4 | 80.8 | – | – | – | – | – | – |
| MedName | 475 | 78.4 | 81.7 | 80.0 | 63.8* | 90.3* | 74.8* | 82.8 | 85.1 | 83.9 |
| MedStrength | 343 | 91.2 | 90.4 | 90.8 | 87.6 | 86.3 | 86.9 | 89.6 | 93.3 | 91.4 |
| MedRoute | 436 | 83.7 | 91.5 | 87.4 | 90.1 | 43.6* | 58.7* | 98.4* | 57.6* | 72.7* |
| MedForm | 355 | 96.5 | 91.8 | 94.1 | 89.5* | 54.9* | 68.1* | 48.4* | 58.9* | 53.1* |
| MedSize | 8 | 50.0 | 12.5 | 20.0 | – | – | – | – | – | – |
| MedDosage | 357 | 92.5 | 65.3 | 76.5 | 97.9* | 52.9* | 68.7* | 99.3* | 75.6* | 85.9* |
| MedDuration | 21 | 93.3 | 66.7 | 77.8 | 13.2* | 23.8* | 17.0* | 88.9 | 76.2 | 82.1 |
| MedFrequency | 389 | 89.7 | 78.7 | 83.8 | 89.1 | 60.7* | 72.2* | 86.2 | 82.0 | 84.1 |