Unverified50% confidenceFactExact time
The author published an audit report on 120 agent output samples as the empirical basis for the precision-first strategy.
1
Sources
50%
Confidence
Medium-term (~90 days)
Relevance
9/24/2026
First Seen
Valid until: 12/23/2026
Sources
Related Entities
Related Claims
UnverifiedThe team audited the formulas in the benchmark against current clinical guidelines one by one, flagging 16 entries among the 55 calculators that had issues with versioning, intended use, or coefficients.69% similarUnverifiedThe study evaluates on the MedCalc-Bench Verified benchmark, which contains 1,100 cases covering 55 calculators.61% similarUnverifiedA well-covered evaluation set typically requires at least 1,000–5,000 annotated samples, and each sample should include three elements: input, expected output, and evaluation dimensions.60% similar
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