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The deep learning-based model showed a risk of 19% for a patient with sepsis aged 69 years with a history of hypertension and diabetes, who had the following features: infection, pneumonia; APACHE II score, 22; albumin, 30.8 g/L; creatinine, 87 μmol/L; urea nitrogen, 8.75 mmol/L; lactic acid, 1.2 mmol/L; sedation and analgesia treatment; treatment with two types of antibiotics; intermittent feeding with short peptides; and intra-abdominal pressure, <12 mmHg.
