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medRxiv PreprintsInternational6 November 2026

EIN-RECAP: Evidence-Grounded Multi-Agent Summarization and Retrieval of Infectious-Disease Expert Discussions

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Infectious disease experts exchange practical knowledge through clinical discussions, but identifying relevant information across years of conversations is difficult. These discussions often contain differing opinions and emerging observations that are not yet reflected in published evidence. We present EIN-RECAP, an AI-assisted platform developed with Emerging Infections Network (EIN) experts and deployed in beta to summarize and search historical discussions. The system combines retrieval-grounded summarization, citation validation, and hybrid search while distinguishing published evidence f
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