Human-Comparable Sensitivity of Large Language Models in Identifying Eligible Studies Through Title and Abstract Screening: 3-Layer Strategy Using GPT-3.5 and GPT-4 for Systematic Reviews
BackgroundThe screening process for systematic reviews is resource-intensive. Although previous machine learning solutions have reported reductions in workload, they risked excluding relevant papers. ObjectiveWe evaluated the performance of a 3-layer screening method using GPT-3.5 and GPT-4 to strea...
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Main Authors: | Kentaro Matsui (Author), Tomohiro Utsumi (Author), Yumi Aoki (Author), Taku Maruki (Author), Masahiro Takeshima (Author), Yoshikazu Takaesu (Author) |
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Format: | Book |
Published: |
JMIR Publications,
2024-08-01T00:00:00Z.
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Online Access: | Connect to this object online. |
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