evidence-based-reasoning

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Too much evidence, too little time: From text to actionable recommendations through multi-objective evidence reasoning

arXiv cs.AI · 2026-07-28 Cached

SCEPTER is a framework that converts clinical case descriptions into evidence-based recommendations by combining PubMed retrieval, PubMedBERT ranking, LLM claim extraction, contradiction detection, and Pareto-optimal claim selection, achieving a 192:1 compression ratio while maintaining high evidence diversity.

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