Clinical reasoning graphs reveal that LLMs exhibit diagnostic competence on complex cases but lack consistent schema-scale reasoning patterns across similar cases.
Problem representation, metacognition, and the limits of diagnostic self-critique In frontier language models , 2026
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Clinical Reasoning Graphs: Structured Evaluation of LLM Diagnostic Reasoning Reveals Competence Without Consistency
Clinical reasoning graphs reveal that LLMs exhibit diagnostic competence on complex cases but lack consistent schema-scale reasoning patterns across similar cases.