Validation of automated paper screening for esophagectomy systematic review using large language models

Background Large language models (LLMs) offer a potential solution to the labor-intensive nature of systematic reviews. This study evaluated the ability of the GPT model to identify articles that discuss perioperative risk factors for esophagectomy complications. To test the performance of the model...

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Bibliographic Details

Published in:	PeerJ Computer Science
Main Authors:	Rashi Ramchandani, Eddie Guo, Esra Rakab, Jharna Rathod, Jamie Strain, William Klement, Risa Shorr, Erin Williams, Daniel Jones, Sebastien Gilbert
Format:	Article
Language:	English
Published:	PeerJ Inc. 2025-04-01
Subjects:	Systematic review Abstract screening ChatGPT Large language model Screening
Online Access:	https://peerj.com/articles/cs-2822.pdf