Table 4 Logistic regression model composition and accuracy with the dataset
From: Selection strategy for sedation depth in critically ill patients on mechanical ventilation
| Â | Pmean | Pplat | PEEP | Ppeak | SOFA scores | SAPS II | pH | RR | pO2 | FiO2 | AUC |
|---|---|---|---|---|---|---|---|---|---|---|---|
Model1 | Yes | Â | Â | Â | Â | Â | Â | Â | Â | Â | 0.70 |
Model2 | Yes | Yes | Â | Â | Â | Â | Â | Â | Â | Â | 0.70 |
Model3 | Yes | Yes | Yes | Â | Â | Â | Â | Â | Â | Â | 0.70 |
Model4 | Yes | Yes | Yes | Yes | Â | Â | Â | Â | Â | Â | 0.70 |
Model5 | Yes | Yes | Yes | Yes | Yes | Â | Â | Â | Â | Â | 0.72 |
Model6 | Yes | Yes | Yes | Yes | Yes | Yes | Â | Â | Â | Â | 0.73 |
Model7 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Â | Â | Â | 0.74 |
Model8 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Â | Â | 0.75 |
Model9 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Â | 0.77 |
Model10 | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | Yes | 0.77 |