CARE-SD: classifier-based analysis for recognizing provider stigmatizing and doubt marker labels in electronic health records: model development and validation
Classifiers developed in this study showed high model performance and can be applied to identify patterns and target interventions to reduce stigmatizing labels and doubt markers in healthcare systems.
Authors
- Hannah L. F. Cooper (ORCID: https://orcid.org/0000-0002-0521-2438)
- Sudeshna Das (ORCID: https://orcid.org/0000-0002-2112-6986)
- Andrew Walker (ORCID: https://orcid.org/0000-0002-4216-2396)
- Melvin D. Livingston (ORCID: https://orcid.org/0000-0002-6327-8910)
- Abeed Sarker (ORCID: https://orcid.org/0000-0001-7358-544X)
- Jennifer S. Love (ORCID: https://orcid.org/0000-0002-5882-4390)
- Annie Thorne
Institutions
- Georgia Institute of Technology (US)
- Emory University (US)
- Children's Healthcare of Atlanta (US)
Publication Details
- Journal
- Journal of the American Medical Informatics Association
- Published
- 2024-12-26
- DOI
- https://doi.org/10.1093/jamia/ocae310
- Citations
- 10
- Primary Topic
- Interpreting and Communication in Healthcare
- Type
- article
- Field-Weighted Citation Impact
- 8.49
Funders
- National Institutes of Health
- National Institute on Drug Abuse