Large Language Models in Systematic Review Screening: Opportunities, Challenges, and Methodological Considerations

Systematic reviews require labor-intensive screening processes—an approach prone to bottlenecks, delays, and scalability constraints in large-scale reviews. Large Language Models (LLMs) have recently emerged as a powerful alternative, capable of operating in zero-shot or few-shot modes to classify a...

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Bibliographic Details
Main Authors: Carlo Galli, Anna V. Gavrilova, Elena Calciolari
Format: Article
Language:English
Published: MDPI AG 2025-05-01
Series:Information
Subjects:
Online Access:https://www.mdpi.com/2078-2489/16/5/378
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