While AI-powered medical information platforms offer promise, they also raise issues regarding data privacy, algorithmic transparency, and the potential to perpetuate existing health inequalities. This has sparked a growing movement advocating for open evidence in healthcare. Open evidence initiatives aim to democratize access to medical research d