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LLMs for data extraction in a systematic review: Is AI yet ready for the task?

Year: 2025

Type: conference-paper

Abstract: Introduction: Systematic reviews are typically conducted following established standards [ref:1]. With their increasing capabilities, Artificial intelligence (AI) large language models (LLMs) such as ChatGPT may assist with systematic reviews, but their performance in data extraction from [for full text, please go to the a.m. URL]

Source: German Medical Science (German Research Foundation)

DOI: 10.3205/25gmds060

Authors: Stenzel, Monique, Albu, Alexandra, Holke, Franziska, Hahn, Bianka, Tellbach, Joshua Georg, Lablans, Martin, Schneider-Lindner, Verena

Institutions: German Cancer Research Center, Heidelberg University, Medizinische Fakultät Mannheim, Deutsches Konsortium für Translationale Krebsforschung

Language: English

Topic: Meta-analysis and systematic reviews

Subfield: Statistics, Probability and Uncertainty

Field: Decision Sciences

Domain: Social Sciences

Open Access status: green

OpenAlex ID: W7103894198

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