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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

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Ata Gungor

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Review Open access Jul 2026

Performance of large language models on screening titles and abstracts of urology-related systematic reviews

Locally deployed LLMs can screen titles and abstracts of urology-related systematic reviews with moderate accuracy, and next steps to improve LLM performance include creating random subsamples from each systematic review to perform calibration screening runs with the models.

Ata B. Gungor, Adam D. Klotz, K. Solo et al. · 0 citations

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