Table 2.
Information extracted from 200 epilepsy clinic letters | ||||||||||
Variable | All items extracted | Number of letters with items extracted | ||||||||
Clinician | Algorithm | TP | FP | FN | Clinician | Algorithm | TP | FP | FN | |
Clinic date | 191 | 188 | 186 | 2 | 5 | 186 | 181 | 181 | 0 | 5 |
Date of birth | 201 | 197 | 197 | 0 | 4 | 199 | 195 | 195 | 0 | 4 |
Epilepsy diagnosis | 383 | 387 | 341 | 46 | 42 | 150 | 152 | 143 | 9 | 7 |
Epilepsy type | 89 | 79 | 71 | 8 | 18 | 70 | 67 | 61 | 6 | 9 |
Focal seizures | 145 | 105 | 101 | 4 | 44 | 71 | 61 | 59 | 2 | 12 |
Generalised seizures | 151 | 89 | 79 | 10 | 72 | 76 | 58 | 52 | 6 | 24 |
Seizure frequency | 153 | 95 | 82 | 13 | 71 | 119 | 77 | 71 | 6 | 48 |
Medication | 316 | 309 | 297 | 12 | 19 | 157 | 145 | 143 | 2 | 14 |
CT scan | 17 | 18 | 10 | 8 | 7 | 16 | 13 | 10 | 3 | 6 |
MRI scan | 109 | 91 | 75 | 16 | 34 | 66 | 60 | 52 | 8 | 14 |
EEG | 170 | 157 | 128 | 29 | 42 | 79 | 82 | 71 | 11 | 8 |
All | 1925 | 1715 | 1567 | 148 | 358 | 1189 | 1091 | 1038 | 53 | 151 |
EEG, electroencephalogram; ExECT, extraction of epilepsy clinical text; FN, false negative (an item annotated by the clinician but not annotated by ExECT); FP, false positive (an item annotated by ExECT but not annotated by the clinician); TP, true positive (an item annotated by the clinician and ExECT).