Table 3.
Quality of model fit on the test data.
| Year | Sensitivity | Specificity | Area under the curve | Lift | ||||
|
|
Baseline | Clinical notes | Baseline | Clinical notes | Baseline | Clinical notes | Baseline | Clinical notes |
| 0 | 0.45 | 0.68 | 0.98 | 0.99 | 0.84 | 0.94 | 13.92 | 16.39 |
| 3 | 0.27 | 0.30 | 0.95 | 0.95 | 0.67 | 0.70 | 4.12 | 4.62 |
| 4 | 0.27 | 0.29 | 0.94 | 0.95 | 0.66 | 0.69 | 3.80 | 4.03 |
| 5 | 0.25 | 0.28 | 0.94 | 0.94 | 0.61 | 0.68 | 3.23 | 3.60 |
| 6 | 0.25 | 0.24 | 0.93 | 0.93 | 0.62 | 0.63 | 2.91 | 2.84 |
| 7 | 0.24 | 0.26 | 0.91 | 0.92 | 0.62 | 0.68 | 2.39 | 2.52 |
| 8 | 0.25 | 0.26 | 0.91 | 0.91 | 0.59 | 0.58 | 2.34 | 2.43 |