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RESEARCHarXiv CS.CL·4/17/2026

EviSearch: A Human in the Loop System for Extracting and Auditing Clinical Evidence for Systematic Reviews

EviSearch is a multi-agent AI system designed to automate the high-precision extraction and auditing of clinical evidence from trial PDFs for systematic reviews. It ensures per-cell provenance and improves accuracy over baselines by using specialized agents and a reconciliation module for human verification and correction.

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