While AI-powered medical information platforms offer convenience, they also raise questions regarding data privacy, algorithmic bias, and the potential to amplify existing health inequalities. This has sparked a growing movement advocating for open evidence in healthcare. Open evidence initiatives aim to standardize access to medical research data