When More Evidence Hurts: Publication-Bias Drift and Principled Stopping for Biomedical Causal Search

Automated biomedical evidence synthesis depends on retrieving published studies, but the biomedical literature is systematically skewed toward positive findings. Deeper retrieval can therefore make a system \emph{more} likely to falsely infer benefit when the true effect is null. We formalise this p