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.

Abstract

Authors

• Kentaro Matsui
  Department of Clinical Laboratory, National Center Hospital, National Center of Neurology and Psychiatry, Kodaira, Japan.
• Tomohiro Utsumi
  Department of Sleep-Wake Disorders, National Institute of Mental Health, National Center of Neurology and Psychiatry, Kodaira, Japan.
• Yumi Aoki
  Graduate School of Nursing Science, St. Luke's International University, Tokyo, Japan.
• Taku Maruki
  Department of Neuropsychiatry, Kyorin University School of Medicine, Tokyo, Japan.
• Masahiro Takeshima
  Department of Neuropsychiatry, Akita University Graduate School of Medicine, Akita, Japan.
• Yoshikazu Takaesu
  Department of Neuropsychiatry, Graduate School of Medicine, University of the Ryukyus, Okinawa, Japan.

Keywords

External Resources