CDEG: Learning Decision-Critical Evidence for Long-Horizon Diagnostic Agents.

arXiv:2608.22899v3 Announce Type: replace Abstract: Unlike static medical question answering, long-horizon diagnosis captures the sequential nature of clinical practice: evidence is progressively acquired, integrated, and evaluated over multiple rounds of inte