AUG 18, 2026 · PREPRINT
Looking Beyond the Scale: Do Surgical Skill Models Learn Transferable Representations Across Assessment Rubrics?
arXiv
An unreviewed exploratory analysis of cross-domain transfer in surgical skill assessment models, using controlled experiments to probe representation learning but without clinical validation or a definitive answer to its central question.
Reported
Cross-rubric transfer performance…CCC 0.77 to 0.80