Table 3 Evaluation of (a) negation tags, and (b) hypothesis tags, resident versus Doc’EDS
Negative concepts | Reader + | Reader − | |
|---|---|---|---|
Doc’EDS + | TP = 551 | FP = 60 | Precision = 0.90 [0.87; 0.92] |
Doc’EDS − | FN = 68 | TN = 4.598 | NPV = 0.98 |
Recall = 0.89 [0.86; 0.91] | Specificity = 0.98 | F = 0.89 |
Hypothesis concepts | Reader + | Reader − | |
|---|---|---|---|
Doc’EDS + | TP = 116 | FP = 41 | Precision = 0.73 [0.66; 0.80] |
Doc’EDS − | FN = 128 | TN = 4.992 | NPV = 0.98 |
Recall = 0.47 [0.41; 0.54] | Specificity = 0.98 | F = 0.57 |