Benchmarking bias: Expanding clinical AI model card to incorporate bias
  reporting of social and non-social factors
Carolina A. M. Heming Mohamed Abdalla Monish Ahluwalia Linglin Zhang Hari Trivedi MinJae Woo Benjamin Fine Judy Wawira Gichoya Leo Anthony Celi Laleh Seyyed-Kalantari
Clinical AI model reporting cards should be expanded to incorporate a broad
bias reporting of both social and non-social factors. Non-social factors
consider the role of other factors, such as disease dependent, anatomic, or
instrument factors on AI model bias, which are essential to ensure safe
deployment.