Table 5 Prognostic performance of full random forest model for primary and secondary outcomes (95% confidence intervals)
From: Intermediate-risk pulmonary embolism: echocardiography predictors of clinical deterioration
Outcome | F1 Score | Sensitivity | Specificity | Positive predictive value | Negative predictive value | Area under the curve (AUC) |
|---|---|---|---|---|---|---|
5-day clinical deterioration | 0.64 (0.59, 0.69) | 0.70 (0.62, 0.79) | 0.73 (0.67, 0.79) | 0.58 (0.5, 0.66) | 0.82 (0.77, 0.88) | 0.78 (0.73, 0.83) |
30-day clinical deterioration | 0.63 (0.58, 0.68) | 0.64 (0.57, 0.72) | 0.68 (0.61, 0.74) | 0.61 (0.53, 0.69) | 0.71 (0.64, 0.77) | 0.74 (0.68, 0.79) |