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News/Calibrated Evidence Inference With a Small, Permissively Licensed Open Model
arxiv
PublishedOctober 16, 2026 at 4:00 AM

Calibrated Evidence Inference With a Small, Permissively Licensed Open Model

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arXiv:2610.07019v2 Announce Type: replace Abstract: Systematic reviewers who use a model to read randomized trials need each answer and a measure of how far to trust it. If the model is calibrated, so that its stated probabilities match how often it is right, a reviewer can accept its confident answ

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