Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction

This Zenodo repository provides the supplementary material for the paper titled "Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction," [1]. E. Sandner, L. Fontana, K. Kothari, A. Henriques, I. Jakovljevic, A. Simniceanu, A. Wagner and C. Gütl, “Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction,” in *Proceedings of the 14th International Conference on Data Science, Technology and Applications (DATA 2025)*, pp. 508–517, 2025, doi: 10.5220/0013562900003967.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2025-04-21
DOI
https://doi.org/10.5281/zenodo.15255994
Primary Topic
Artificial Intelligence in Healthcare and Education
Type
article
Field-Weighted Citation Impact
0.00
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article

Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction

Zenodo (CERN European Organization for Nuclear Research)
Artificial Intelligence in Healthcare and Education
article

Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction

article en

Abstract

This Zenodo repository provides the supplementary material for the paper titled "Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction," [1]. E. Sandner, L. Fontana, K. Kothari, A. Henriques, I. Jakovljevic, A. Simniceanu, A. Wagner and C. Gütl, “Evaluating Large Language Models for Literature Screening: A Systematic Review of Sensitivity and Workload Reduction,” in *Proceedings of the 14th International Conference on Data Science, Technology and Applications (DATA 2025)*, pp. 508–517, 2025, doi: 10.5220/0013562900003967.

Zenodo (CERN European Organization for Nuclear Research)
World Health Organization - Pakistan (PK), Graz University of Technology (AT), European Organization for Nuclear Research (CH)
Quality Education
Openalex Percentile: Top 57%
Artificial Intelligence in Healthcare and Education
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