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Review Open access Sep 2026

Operationalising LLM-assisted screening of literature to support systematic reviews

Large language models (LLMs) can ease the work of screening titles and abstracts for systematic reviews, but obtaining reliable results requires researchers to make practical choices about which LLMs to use, how to combine their scores into a ranking, and how far down that ranking to read. We aimed to identify a genera...

S. Spillias, Laura Avila-Turriago, C. Brown et al. · 0 citations

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