A biomedical BERT ensemble (TITAN-SR) outperformed active learning and LLM chatbots for systematic-review title and abstract screening: development and external validation
- DOI
- 10.1016/j.jclinepi.2026.112514
- Published
- 2026-09
- Container
- Journal of Clinical Epidemiology
- Publisher
- Elsevier BV
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1016/j.jclinepi.2026.112514,
title = {A biomedical BERT ensemble (TITAN-SR) outperformed active learning and LLM chatbots for systematic-review title and abstract screening: development and external validation},
author = {Tyler Pitre and Dena Zeraatkar and John Granton and Jason Busse and Bram Rochwerg and Gordon Guyatt},
year = {2026},
journal = {Journal of Clinical Epidemiology},
doi = {10.1016/j.jclinepi.2026.112514},
url = {https://doi.org/10.1016/j.jclinepi.2026.112514}
}RIS
TY - JOUR TI - A biomedical BERT ensemble (TITAN-SR) outperformed active learning and LLM chatbots for systematic-review title and abstract screening: development and external validation AU - Tyler Pitre AU - Dena Zeraatkar AU - John Granton AU - Jason Busse AU - Bram Rochwerg AU - Gordon Guyatt PY - 2026 JO - Journal of Clinical Epidemiology DO - 10.1016/j.jclinepi.2026.112514 UR - https://doi.org/10.1016/j.jclinepi.2026.112514 ER -
APA
Pitre, T., Zeraatkar, D., Granton, J., Busse, J., Rochwerg, B., & Guyatt, G. (2026). A biomedical BERT ensemble (TITAN-SR) outperformed active learning and LLM chatbots for systematic-review title and abstract screening: development and external validation. Journal of Clinical Epidemiology. https://doi.org/10.1016/j.jclinepi.2026.112514
Source records
- crossref · retrieved 2026-09-26T05:51:04.542Z