Nutrition facts, drug facts, and model facts: putting AI ethics into practice in gun violence research
Jessica Zhu,
Michel Cukier,
Joseph Richardson
Abstract:Objective
Firearm injury research necessitates using data from often-exploited vulnerable populations of Black and Brown Americans. In order to reduce bias against protected attributes, this study provides a theoretical framework for establishing trust and transparency in the use of AI with the general population.
Methods
We propose a Model Facts template that is easily extendable and decomposes accuracy and demographics into… Show more
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.