While AI-powered medical information platforms offer potential, they also raise concerns 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 centralize access to medical research data and