Decide, Ask, or Defer: Clinical LLMs under Incomplete Evidence.

arXiv:2610.04542v2 Announce Type: replace Abstract: Clinical LLMs must decide not only what diagnosis to produce, but also whether the available evidence is sufficient for autonomous decision making. Binary DECIDE/ABSTAIN formulations merge distinct non decisi