Hindsight Bias in Clinical Temporal Reasoning: How Future Data Exposure Affects Large Language Model Judgment
A paired benchmark for measuring outcome-conditioned shifts consistent with hindsight bias in clinical temporal reasoning is introduced and accuracy (Acc), hindsight trap rate (HTR), answer instability rate (AIR), and hindsight bias rate (HBR) are evaluated.
Misaki Matsuura, Sayantan Kumar, Ojas Kadam et al.
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