Table 1 (abstract P463). Predictive performance of the tuned model on the final evaluation data
From: 39th International Symposium on Intensive Care and Emergency Medicine
Event | AUROC (95% CI) | Average precision (95% CI) |
|---|---|---|
Intubation | 0.835 (0.823 - 0.846) | 0.145 (0.129 - 0.167) |
Extubation (successful) | 0.873 (0.860 - 0.887) | 0.402 (0.364 - 0.434) |
Fluid challenge | 0.831 (0.824 - 0.839) | 0.195 (0.183 - 0.209) |
Noradrenaline (commencing) | 0.982 (0.977 - 0.986) | 0.456 (0.419 - 0.498) |
FiO2 (up-titrating) | 0.887 (0.884 - 0.890) | 0.664 (0.656 - 0.670) |
FiO2 (down-titrating) | 0.903 (0.901 - 0.905) | 0.712 (0.706 - 0.717) |
Death | 0.973 (0.968 - 0.977) | 0.443 (0.414 - 0.480) |