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