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NPC-RubricBench is a stage-aware benchmark for evaluating multi-stage clinical reasoning across the full course of nasopharyngeal carcinoma, based on longitudinal records of 405 patients from two cancer centers, covering 941 patient-stage units across six consecutive care stages and 17,688 patient-specific atomic criteria spanning five evaluation dimensions.
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10/27/2026
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