CONCLUSIONS: This NMA provides the first dual-dimension classification framework for ADHD DTx, combining SUCRA ranking, PI, and GRADE (Grading of Recommendations Assessment, Development and Evaluation). AI-integrated cognitive-motor dual-task DTx had the highest probability of improving core symptoms and executive functions, with duration and age as potential heterogeneity sources. These findings inform clinical decision-making and DTx development, although interpretation should account for…
