Model Calibration on AKI prediction few-shot
71AUROCXGBoost + Platt scaling
Evaluation results
| Method | Links | ||
|---|---|---|---|
| XGBoost + Platt scalingCondition=few-shot, Features=cross-model features2026.06 | 71 | 8 | |
| Logistic RegressionCondition=few-shot, Features=cross-model features2026.06 | 55.1 | 4.3 | |
| Raw LLM confidenceCondition=few-shot2026.06 | 53.3 | 25.4 |