Development and evaluation of prompts for a large language model to screen titles and abstracts in a living systematic review

Development and evaluation of prompts for a large language model to screen titles and abstracts in a living systematic review

Background Living systematic reviews (LSRs) maintain an updated summary of evidence by incorporating newly published research. While they improve review currency, repeated screening and selection of new references make them labourious and difficult to maintain. Large language models (LLMs) show prom...

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Main Authors: Toshi A Furukawa, Eirini Karyotaki, Edoardo G Ostinelli, Andrea Cipriani, Pim Cuijpers, Yuki Kataoka, Yasushi Tsujimoto, Georgia Salanti, James Thomas, Jennifer Potts, Ryuhei So, Alessandro Rodolico, Stefan Leucht, Masatsugu Sakata, Claire Friedrich, Clara Miguel, Mathias Harrer, Tomohiro Takayama, Ava Homiar, Jaycee Kennett, Keisuke Yoshimura, Yosuke Yamagishi, Shiro Takagi, Đorđe Bašić
Format: Article
Language:English
Published: BMJ Publishing Group 2025-07-01
Series:BMJ Mental Health
Online Access:https://mentalhealth.bmj.com/content/28/1/e301762.full
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https://mentalhealth.bmj.com/content/28/1/e301762.full

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