Comparative diagnostic agreement of a supervised machine learning model and a general-purpose, zero-shot, non-domain-adapted large language model for classifying headache disorders using structured questionnaires
- DOI
- 10.1177/03331024261441574
- Published
- 2026-04
- Container
- Cephalalgia
- Publisher
- SAGE Publications
- Open access
- unknown
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Cite this work
BibTeX
@article{allodium:10.1177/03331024261441574,
title = {Comparative diagnostic agreement of a supervised machine learning model and a general-purpose, zero-shot, non-domain-adapted large language model for classifying headache disorders using structured questionnaires},
author = {Masahito Katsuki and Kieran Moran and Siobhán O’Connor and Tomás Ward and Yutaro Fuse and Omid Kohandel Gargari and Marina Romozzi and Alicia Gonzalez-Martinez and Miguel Á Huerta and Woo-Seok Ha and Jackson TS Cheung and Yasuhiko Matsumori},
year = {2026},
journal = {Cephalalgia},
doi = {10.1177/03331024261441574},
url = {https://doi.org/10.1177/03331024261441574}
}RIS
TY - JOUR TI - Comparative diagnostic agreement of a supervised machine learning model and a general-purpose, zero-shot, non-domain-adapted large language model for classifying headache disorders using structured questionnaires AU - Masahito Katsuki AU - Kieran Moran AU - Siobhán O’Connor AU - Tomás Ward AU - Yutaro Fuse AU - Omid Kohandel Gargari AU - Marina Romozzi AU - Alicia Gonzalez-Martinez AU - Miguel Á Huerta AU - Woo-Seok Ha AU - Jackson TS Cheung AU - Yasuhiko Matsumori PY - 2026 JO - Cephalalgia DO - 10.1177/03331024261441574 UR - https://doi.org/10.1177/03331024261441574 ER -
APA
Katsuki, M., Moran, K., O’Connor, S., Ward, T., Fuse, Y., Gargari, O. K., Romozzi, M., Gonzalez-Martinez, A., Huerta, M. Á., Ha, W., Cheung, J. T., & Matsumori, Y. (2026). Comparative diagnostic agreement of a supervised machine learning model and a general-purpose, zero-shot, non-domain-adapted large language model for classifying headache disorders using structured questionnaires. Cephalalgia. https://doi.org/10.1177/03331024261441574
Source records
- crossref · retrieved 2026-09-25T11:46:38.591Z