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ClinEnv reveals that LLMs struggle significantly with management decisions in clinical scenarios, achieving only 0.17 F1 for these critical actions despite better performance in diagnosis.
SCL's promise falters in the real world, but dynamically adapting training data to each test instance can bridge the gap.
