PTH and hyperparathyroidism: Although our dataset did not include the direct indicators for hyperparathyroidism, such as intact parathyroid hormone or alkaline phosphatase, it may be possible that hyperparathyroidism did not serve as a confounding factor influencing the association between the ERI and all-cause mortality.