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The global volume of gastrointestinal surgery has increased steadily. However, there is still a lack of studies focused on the risk factors for post-gastrointestinal resection surgery patients in the intensive care units. Post gastrointestinal resection surgery patient data were collected from the Medical Information Mart for Intensive Care (MIMIC-III) database and divided into training set and validation set, then analyzed by Univariate and multiple logistic regression. 795 patients were finally enrolled in our cohort. Multiple logist