While AI-powered medical information platforms offer convenience, they also raise concerns regarding data privacy, algorithmic transparency, 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 democratize access to medical researc