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Sensitivity, specificity and avoidable workload of using a large language models for title and abstract screening in systematic reviews and meta-analyses

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References

2016Rayyan—a web and mobile app for systematic reviews25,980 cited
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2024Can large language models replace humans in systematic reviews? Evaluating GPT ‐4's efficacy in screening and extracting data from peer‐reviewed and grey literature in multiple languages266 cited
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2016Wasted research when systematic reviews fail to provide a complete and up-to-date evidence synthesis: the example of lung cancer

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125 cited

2020Statistical stopping criteria for automated screening in systematic reviews121 cited

2017Characteristics and knowledge synthesis approach for 456 network meta-analyses: a scoping review97 cited

2023A novel application of machine learning and zero-shot classification methods for automated abstract screening in systematic reviews35 cited

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