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

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
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
Series:PeerJ Computer Science
Subjects:
Systematic review
Abstract screening
ChatGPT
Large language model
Screening
Online Access:https://peerj.com/articles/cs-2822.pdf
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https://peerj.com/articles/cs-2822.pdf

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