Table 6.
Performance comparison of the baseline CP, existing CPs, and our proposed CP (COMPAC) across demographic subgroups in the chart-reviewed cohort, using only encounters within the corresponding age groups for patient identification.
| Rule | Sensitivity (95%CI) | PPV (95%CI) |
F1-Score (95%CI) |
|---|---|---|---|
| Age group: 2 ~ 5 (N = 173) | |||
| dx ≥ 1 | 0.597 (0.484, 0.72) | 0.822 (0.632, 1.0) | 0.69 (0.565, 0.8) |
| *dx ≥ 2 | 0.621 (0.54, 0.731) | 0.944 (0.85, 1.0) | 0.748 (0.667, 0.833) |
| *CAPriCORN | 0.608 (0.515, 0.731) | 0.896 (0.75, 1.0) | 0.723 (0.615, 0.826) |
| *PheKB | 0.542 (0.414, 0.68) | 0.724 (0.526, 0.9) | 0.618 (0.476, 0.75) |
| COMPAC | 0.632 (0.533, 0.741) | 0.926 (0.8, 1.0) | 0.75 (0.654, 0.833) |
| Age group: 6 ~ 12 (N = 132) | |||
| dx ≥ 1 | 0.648 (0.548, 0.76) | 0.949 (0.842, 1.0) | 0.768 (0.681, 0.851) |
| *dx ≥ 2 | 0.635 (0.552, 0.741) | 0.98 (0.9, 1.0) | 0.769 (0.702, 0.851) |
| *CAPriCORN | 0.637 (0.556, 0.741) | 0.981 (0.9, 1.0) | 0.771 (0.702, 0.851) |
| *PheKB | 0.6 (0.5, 0.708) | 0.864 (0.7, 1.0) | 0.707 (0.596, 0.809) |
| COMPAC | 0.64 (0.559, 0.741) | 0.985 (0.9, 1.0) | 0.775 (0.706, 0.851) |
| Age group: 13 ~ 18 (N = 90) | |||
| dx ≥ 1 | 0.594 (0.5, 0.704) | 0.83 (0.65, 0.951) | 0.691 (0.578, 0.792) |
| *dx ≥ 2 | 0.636 (0.556, 0.741) | 1 (1.0, 1.0) | 0.777 (0.714, 0.851) |
| *CAPriCORN | 0.632 (0.545, 0.741) | 0.972 (0.9, 1.0) | 0.765 (0.691, 0.844) |
| *PheKB | 0.593 (0.5, 0.704) | 0.85 (0.7, 1.0) | 0.697 (0.596, 0.8) |
| COMPAC | 0.632 (0.556, 0.741) | 0.973 (0.9, 1.0) | 0.765 (0.692, 0.844) |
Note: *Each visit can count only 1 diagnosis (dx) or 1 medication (ICS or BDR) or 1 keyword (kw).