ALB and infection: Third, systemic inflammatory indices such as NLR, SII, PIV, and CRP/Albumin are nonspecific markers—their levels may be influenced by unrecorded concurrent infections, subclinical inflammation, comorbid diseases or prior medications, factors that could not be fully excluded retrospectively.