Development and validation of a diagnostic prediction model for acute liver injury in sepsis based on serum ferritin level

Higher serum ferritin level is an independent risk factor for acute liver injury in patients with sepsis. Based on the variable, we constructed a model including six clinical features to predict the risk of acute liver injury in patients with sepsis. After validation with an external clinical dataset, the model demonstrated excellent predictive ability and high value for assisting clinical decision-making.