Accessibility settings

Published on in Vol 28 (2026)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/88058, first published .
Medical team reviews patient data on computer screen in modern hospital setting.

Enhancing Physician Resilience to Generative AI: Multilevel Framework for Shared Authority, Verification, and Skill Preservation

Enhancing Physician Resilience to Generative AI: Multilevel Framework for Shared Authority, Verification, and Skill Preservation

Authors of this article:

Hongxia Pan1 Author Orcid Image ;   Jialin Liu2, 3 Author Orcid Image ;   Siru Liu4 Author Orcid Image

Journals

  1. Greengrass C. Rethinking AI in clinical decision support: a framework for reciprocal human-AI interaction. Frontiers in Digital Health 2026;8 View
  2. Wen Y, Chen L, Deng X, Lan J, Huang X, Liu Y, Chen L, Li L. From risk classification to clinical action: a prespecified paired pilot benchmark of public large language model interfaces for diabetes-related foot ulcer prevention. Frontiers in Endocrinology 2026;17 View