A large-scale study of US veterans demonstrates that oral magnesium therapy significantly improves outcomes in heart failure patients with hypomagnesemia, especially those with levels below 1.3 mg/dL. Conversely, supplementation in normomagnesemic patients may increase risks, highlighting the necessity of baseline-guided clinical intervention.