Using LLM to scope a medical review: model trades off 4 research scopes like a reviewer

socialwithaayan · x · 2026-10-27

The author shares using a chatbot to plan a medical literature review. For review type, the model offered narrative, systematic, or scoping with one-line explanations; he chose narrative to capture consensus, controversies, and gaps. On scoping, it returned 4 candidate scopes with trade-offs—one flagging "greatest risk of mechanistic overinterpretation," reading like a reviewer's note. He settled on semaglutide and tirzepatide in obesity-linked heart failure, keeping tirzepatide separate as a dual GIP/GLP-1 drug.

Related event: Hands-on: Using LLMs to Scope Literature Reviews, With Risk Trade-offs(2 posts)→

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