Sepsis onset prediction on P19
0.04Expected Calibration Error (ECE)TRIAGESFT+RL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TRIAGESFT+RLTraining Type=Supervised Fine-Tuning + Reinforcement Learning2026.06 | 0.04 | 0.03 | |
| TRIAGESFTTraining Type=Supervised Fine-Tuning2026.06 | 0.15 | 0.09 | |
| GPT-5.1Learning Mode=Zero-shot2026.06 | 0.16 | 0.08 | |
| GRU-DMethod Category=ISMTS Baselines2026.06 | 0.18 | 0.09 | |
| STraTSMethod Category=ISMTS Baselines2026.06 | 0.19 | 0.1 | |
| KEDGNMethod Category=ISMTS Baselines2026.06 | 0.21 | 0.1 | |
| gpt-oss-120bLearning Mode=Zero-shot2026.06 | 0.32 | 0.19 |