Is There Knowledge Left to Extract? Evidence of Fragility in Medically Fine-Tuned Vision-Language Models. - Oliver McLaughlin; Daniel Shubin; Carsten Eickhoff; Ritambhara Singh; William Rudman; Michal Golovanevsky (CoRR, 2026)