ALB and infection: While these indices have been validated in oncologic and cardiovascular cohorts [11,12,37], their limited utility in acute care likely reflects the variability of CRP and albumin in ED patients, where acute inflammatory conditions such as infection, trauma, and systemic inflammation are common confounders.