Introduction Atrial fibrillation (AF) is a leading cause of stroke, heart failure, and mortality worldwide. Beyond rhythm control, identifying which patients are most likely to experience AF recurrence after intervention is crucial for guiding therapy, follow-up, and lifestyle decisions. Prognostic scoring systems have emerged to stratify recurrence risk, but their performances vary across populations and…