According to our results, abnormal temperature (≤36.0 or ≥38.5 °C), chilling, kidney disease, the etiology of drug reactions, elevated CRP (≥32 mg/L) and PCT (≥1.00 ng/ml), and low ALB (≤31.0 g/L) could be fingered as the predictors of BSI. Here, ALB is linked to kidney disorder.