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Cohort study demonstrates a predictive model for myopia control in children, suggesting a clinical threshold for early intervention.
A robust and interpretable predictive model was developed to estimate 5-year Ortho-K lens control efficacy using Δ1, Δ3, and flat E. The integrated SHAP analysis provided mechanistic insight and highlighted the clinical threshold (Δ3 = 0.05 mm) as a potential early warning indicator for suboptimal myopia control. The dynamic online nomogram enables individualized risk estimation and supports precision-guided intervention in pediatric myopia management.
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Wang et al. (2026) studied this question.
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