遇见数据集

Count tables: The gender gap in biomedical research (a census of 40 million PubMed articles, 1945-2025, classified with a single frontier large language model)

收藏
Zenodo2026-07-29 更新2026-08-02 收录
官方服务:

资源简介:

Aggregated count tables reproducing every figure and table of the study 'The gender gap in biomedical research: a census of 40 million PubMed articles (1945-2025) classified with a single frontier large language model'. These CSVs are the aggregated outputs of the analysis and reproduce the published figures and tables without the underlying PubMed mirror. Gender is name-inferred (perceived) gender, a binary proxy; discipline labels are model-assigned. Inference is restricted to 2002-2025. Single-author articles are counted as last authors only; homophily excludes the team leader. Analysis and classification code: https://github.com/sheppard94g/biomedical-gender-gap-pubmed . Gender validation uses the World Gender Name Dictionary (WGND 2.0, doi:10.7910/DVN/MSEGSJ); bibliographic metadata are from PubMed/MEDLINE; neither third-party dataset is redistributed here.

提供机构:
Zenodo
创建时间:
2026-07-29
二维码
社区交流群
二维码
科研交流群
商业服务