Shuai Wang

CLEAR: Cross-Source Evidence Adjudication for Large Language Models in Medicine

CLEAR is proposed, an agentic framework for cross-source evidence adjudication in LLMs in medicine that independently generates candidate answers from three complementary pathways---parametric knowledge, locally curated corpora, and dynamically retrieved evidence---reflecting three common sources of information availab...