INS and Shock: After performing univariate logistic regression analysis, we identified the confounding variables related to sepsis risk in this analysis, including cardiogenic shock, respiratory failure, SAPSII, SOFA, GCS, CCI, SPO2, platelet, total bilirubin, vasopressor, antibiotics, and insulin (P < 0.05).