A human-LLM collaborative annotation approach for screening articles on precision oncology randomized controlled trials
The human-LLM collaborative annotation method demonstrates potential for enhancing the efficiency and reliability of article screening, offering valuable support for systematic reviews and meta-analyses.
Authors
- Sheng Zheng
- Xudong Lü (ORCID: https://orcid.org/0000-0001-7658-5250)
- Huilong Duan (ORCID: https://orcid.org/0000-0003-3893-213X)
- Hui Chen (ORCID: https://orcid.org/0000-0002-7550-2350)
- Xinyu Zhang (ORCID: https://orcid.org/0000-0003-0034-9037)
- Jiale Zhao
Institutions
- Zhejiang University (CN)
Publication Details
- Journal
- BMC Medical Research Methodology
- Published
- 2025-09-29
- DOI
- https://doi.org/10.1186/s12874-025-02674-3
- Citations
- 2
- Primary Topic
- Biomedical Text Mining and Ontologies
- Type
- article
- Field-Weighted Citation Impact
- 1.61
Funders
- National Key Research and Development Program of China