highly significantp < 0.001
The correlation between SHAP magnitudes derived from distinguishing healthy and PD brains and those from dividing prodromal individuals into close-to-healthy and close-to-PD states was highly significant ( r = 0.980, p < 0.001), demonstrating consistent feature importance across different classification tasks.