Introduction Atrial fibrillation (AF) is a leading cause of stroke, heart failure, and cardiovascular morbidity. While rhythm control strategies—including catheter ablation—offer symptom relief and improved quality of life, recurrence after ablation remains a clinically important challenge. Over the past decade, several prognostic scoring systems have been proposed to predict AF recurrence following ablation or therapeutic…