Automated surveillance of primary outcome reporting in clinical trials: Development and validation of a scalable screening pipeline.
Background: Detecting discrepancies between registered and published trial outcomes currently requires manual expert review, limiting surveillance to small samples. No scalable automated system exists for continuous monitoring of outcome reporting integrity across the clinical trial literature. We aimed to develop and...