AI RESEARCH
EviSearch: A Human in the Loop System for Extracting and Auditing Clinical Evidence for Systematic Reviews
arXiv CS.CL
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ArXi:2604.14165v1 Announce Type: new We present EviSearch, a multi-agent extraction system that automates the creation of ontology-aligned clinical evidence tables directly from native trial PDFs while guaranteeing per-cell provenance for audit and human verification. EviSearch pairs a PDF-query agent (which preserves rendered layout and figures) with a retrieval-guided search agent and a reconciliation module that forces page-level verification when agents disagree.