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A judge's benchmark accuracy can significantly overstate its true evaluative competence, revealing critical insights for optimizing skill evaluation in AI systems.
Even when key ECG leads or segments are missing, SCAR enables robust zero-shot diagnosis by forcing models to compensate for lost information using secondary morphological cues.