relationship between predicted and chronological age for out-of-fold predictions; most points lie along the line of equality, indicating a good match between predicted and true age across the sample; however, the spread of points increases with chronological age, particularly in older age groups; this is consistent with the previously shown increase in prediction error in older age and reflects increased metabolic variability in older participants