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Ming-Zhan Yang

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#artificial intelligence Preprint Oct 2026

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

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 decision states and do not explicitly evaluate information acquisition. We introduce a DECIDE/ASK/DEFER formulation to...

Ming-Zhan Yang, Wei-Lin Wu · 0 citations

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