Automated literature screening using large language models in headache research: a comparative performance evaluation of seven models using zero-shot and iterative prompt refinement

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Publication Details

Journal
BMC Medical Informatics and Decision Making
Published
2026-09-05
DOI
https://doi.org/10.1186/s12911-026-03808-3
Primary Topic
Migraine and Headache Studies
Type
article
Field-Weighted Citation Impact
0.00

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article

Automated literature screening using large language models in headache research: a comparative performance evaluation of seven models using zero-shot and iterative prompt refinement

Noor Bruijn, A. MaassenVanDenBrink, R. Fronczek, L. Al-Hassany et al.
BMC Medical Informatics and Decision Making
Migraine and Headache Studies
article

Automated literature screening using large language models in headache research: a comparative performance evaluation of seven models using zero-shot and iterative prompt refinement

Noor Bruijn, A. MaassenVanDenBrink, R. Fronczek, L. Al-Hassany, A. Kuiper, E. M. Huessler, Z. Sun, J. Yang, H. C. Diener, M. D. Ferrari
article en

Abstract

No abstract available for this paper.
BMC Medical Informatics and Decision Making
Singapore University of Technology and Design (SG), Leiden University Medical Center (NL), Erasmus MC (NL), Stichting Epilepsie Instellingen Nederland (NL), University of Duisburg-Essen (DE), Delft University of Technology (NL)
Nederlandse Organisatie voor Wetenschappelijk Onderzoek
Quality Education
Openalex Percentile: Top 10%
Migraine and Headache Studies
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