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This paper presents a blinded evaluation of clinical AI tools using real point-of-care queries from physicians, comparing specialized and general-purpose models across five dimensions. The specialized tool (OpenEvidence) outperformed general-purpose models on all axes, and the authors release the Real-POCQi benchmark.