How to Evaluate Medical AI. - Ilia Kopanichuk; Petr Anokhin; Vladimir Shaposhnikov; Vladimir Makharev; Ekaterina Tsapieva; Iaroslav Bespalov; Dmitry V. Dylov; Ivan V. Oseledets (CoRR, 2025)