Rethinking Synthetic Rationale Supervision for Disease Prediction.

arXiv:2606.10279v2 Announce Type: replace Abstract: Supervised fine-tuning with synthetic rationales is widely assumed to improve clinical prediction by teaching models not only what to predict but why. We test this assumption on five-year Alzheimer's disease