ALB and vitamin D deficiency: Furthermore, albumin showed exploratory performance in ROC analyses for malnutrition and vitamin D deficiency (AUC<sup>ROC</sup> 0.814 and 0.725, respectively), which should be interpreted cautiously given potential overlap with MNA-defined nutritional status and the limited sample size.