Data Extractions Using a Large Language Model (Elicit) and Human Reviewers in Randomized Controlled Trials: A Systematic Comparison

Systematic reviews are labor-intensive. Data extraction process may be facilitated by artificial intelligence tools. Use of Elicit may require a human reviewer to double-check the extracted data.

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Publication Details

Journal
Cochrane Evidence Synthesis and Methods
Published
2025-06-08
DOI
https://doi.org/10.1002/cesm.70033
Citations
8
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
5.23
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article

Data Extractions Using a Large Language Model (Elicit) and Human Reviewers in Randomized Controlled Trials: A Systematic Comparison

Julian Hirt, J Bianchi, Magdalena Vogt, Janine Vetsch
8 citations
Cochrane Evidence Synthesis and Methods
Artificial Intelligence in Healthcare and Education
5.23
article

Data Extractions Using a Large Language Model (Elicit) and Human Reviewers in Randomized Controlled Trials: A Systematic Comparison

Julian Hirt, J Bianchi, Magdalena Vogt, Janine Vetsch
article en
8 citations

Abstract

Systematic reviews are labor-intensive. Data extraction process may be facilitated by artificial intelligence tools. Use of Elicit may require a human reviewer to double-check the extracted data.

Cochrane Evidence Synthesis and MethodsVol. 3(4)
University of Basel (CH), University Hospital of Basel (CH), OST - Ostschweizer Fachhochschule (CH), University of Applied Sciences St. Gallen (CH), Ostschweizer Kinderspital (CH), Martin Luther University Halle-Wittenberg (DE)
Openalex Percentile: Top 4%
Artificial Intelligence in Healthcare and Education
5.23
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