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Children and adolescents often require different needle sizes than adults due to differences in body composition and sensitivity to pain

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Compared to the ML model's performance metrics between 5-CV and independent validation, the Borderline-SMOTE techniques showed a minimal difference between 5-fold cross-validation (5-CV) and independent validation, but the overall results were suboptimal