TRIAGE: Clinical Risk Prediction with Dialectical Reasoning

This demo uses a TRIAGE-4B model (Qwen3-4B fine-tuned on PhysioNet P12) to predict in-hospital mortality risk from irregularly sampled ICU medical time series. The model generates dialectical rationales for survival and death, then produces a calibrated, continuous risk score.

Model: Hyeongwon/TRIAGE-4B-P12-SFT-RL | Paper: arXiv:2606.09030 | Code: GitHub

Disclaimer: This demo is for research purposes only and is not intended for clinical use. The model is trained on the PhysioNet Challenge 2012 (P12) dataset and should not be used for actual medical decision-making. Always consult qualified healthcare professionals.