ALB and infection: Predicting DDIs accurately can be challenging due to various confounding factors: patient characteristics (age and gender), physiological changes caused by drugs (changes in liver blood flow and protein binding), pathological changes induced by the intensive care unit treatment (low albumin levels and increased renal clearance), disease stage, polypharmacy, multiple comorbidities, infections with drug-resistant hospital germs, and complex dialytic procedures.