MedEvoEval: Evaluating Continual Evolution of Doctor Agents through Simulated Clinical Episodes.

arXiv:2606.28900v3 Announce Type: replace Abstract: Doctor agents are moving beyond single-turn answer generation toward evolving clinical decision systems that acquire evidence within episodes and reuse experience across episodes. Fixed-input medical QA and m