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

Mingzhan Yang, Weili Wu

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 formulatio…