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Large Language Model-Assisted Data Extraction in Systematic Reviews: A Case Study of Automated Comparative Performance Evaluation

2026-05-05

Abstract excerpt

<title>Abstract</title> <p>Artificial intelligence (AI) and machine learning technologies are now utilized as a mainstream approach to increase efficiencies in systematic literature reviews in the health sciences and related fields. Automation in systematic reviews has largely focused on information retrieval and study screening, with comparatively limited progress in automating the more time-intensive data extra...

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Literature Corpus work
8f10ec2f-b2dd-5b9d-9f12-032b05e64d99
DOI
10.21203/rs.3.rs-9407086/v1
Open publication

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Large Language Model-Assisted Data Extraction in Systematic Reviews: A Case Study of Automated Comparative Performance EvaluationDOI 10.21203/rs.3.rs-9407086/v1
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