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Paul Glasziou

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#large language models Review Open access Oct 2026

MechaScreener: Large language model-based automated screening for systematic reviews and research

Systematic reviews are the gold standard for evidence synthesis, but the manual title and abstract screening of thousands of references creates a severe bottleneck. Existing automated tools have historically struggled to achieve the near-perfect recall (sensitivity) required for reliable reviews. We developed MechaScre...

Connor Forbes, Matt Carter, Carly Hudson et al. · 0 citations

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