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M. Islam

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#artificial intelligence Review Aug 2026

Medical Causal Hypothesis Verification with Large Language Models

It is shown that while LLMs exhibit strong recall, they often perform poorly at providing valid scientific articles and evidence for support and at rejecting unsupported hypotheses, highlighting the need for rigorous evaluation before using LLMs for search and retrieval in healthcare settings.

Safiyyah Ahmed, Abrar Ansari, M. Islam et al. · 0 citations

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