Aligning Probabilistic Beliefs under Informative Missingness: LLM Steerability in Clinical Reasoning

Yuta Kobayashi, Vincent Jeanselme, Shalmali Joshi

Large Language Models (LLMs) are increasingly deployed for clinical reasoning tasks, which inherently require eliciting calibrated probabilistic beliefs based on available evidence…