Fig. 8

Receiver operating characteristic (ROC) curve for the training set (ROC curve showing the discrimination performance of the predictive model in the training dataset. The model achieved an area under the curve (AUC) of 0.87 (95% CI: 0.8535–0.8883), indicating excellent ability to distinguish between patients who required CRRT and those who did not.)s.