Automating the data extraction process for systematic reviews using GPT-4o and o3.

Kataoka Y, Takayama T, Yoshimura K, So R, Tsujimoto Y, Yamagishi Y, Takagi S, Furukawa Y, Sakata M, Bašić Đ, Cipriani A, Cuijpers P, Karyotaki E, Harrer M, Leucht S, Homiar A, Ostinelli EG, Miguel C, Rodolico A, Furukawa TA

Open source

DOI: 10.1017/rsm.2025.10030
Published: 2026 Jan
Container: Research synthesis methods
Publisher: Not recorded
Open access: yes

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Cite this work

BibTeX

@article{allodium:10.1017/rsm.2025.10030,
  title = {Automating the data extraction process for systematic reviews using GPT-4o and o3.},
  author = {Kataoka Y and Takayama T and Yoshimura K and So R and Tsujimoto Y and Yamagishi Y and Takagi S and Furukawa Y and Sakata M and Bašić Đ and Cipriani A and Cuijpers P and Karyotaki E and Harrer M and Leucht S and Homiar A and Ostinelli EG and Miguel C and Rodolico A and Furukawa TA},
  year = {2026},
  journal = {Research synthesis methods},
  doi = {10.1017/rsm.2025.10030},
  url = {https://doi.org/10.1017/rsm.2025.10030}
}

RIS

TY  - JOUR
TI  - Automating the data extraction process for systematic reviews using GPT-4o and o3.
AU  - Kataoka Y
AU  - Takayama T
AU  - Yoshimura K
AU  - So R
AU  - Tsujimoto Y
AU  - Yamagishi Y
AU  - Takagi S
AU  - Furukawa Y
AU  - Sakata M
AU  - Bašić Đ
AU  - Cipriani A
AU  - Cuijpers P
AU  - Karyotaki E
AU  - Harrer M
AU  - Leucht S
AU  - Homiar A
AU  - Ostinelli EG
AU  - Miguel C
AU  - Rodolico A
AU  - Furukawa TA
PY  - 2026
JO  - Research synthesis methods
DO  - 10.1017/rsm.2025.10030
UR  - https://doi.org/10.1017/rsm.2025.10030
ER  -

APA

Y, K., T, T., K, Y., R, S., Y, T., Y, Y., S, T., Y, F., M, S., Đ, B., A, C., P, C., E, K., M, H., S, L., A, H., EG, O., C, M., A, R., & TA, F. (2026). Automating the data extraction process for systematic reviews using GPT-4o and o3.. Research synthesis methods. https://doi.org/10.1017/rsm.2025.10030

Source records

pubmed · retrieved 2026-09-25T08:36:58.988Z