1. Validation of an ICD-Based Algorithm to Identify Sepsis: A Retrospective Study
- Author
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Diao,Shi-Tong, Dong,Run, Peng,Jin-Min, Chen,Yan, Li,Shan, He,Shu-Hua, Wang,Yi-Fan, Du,Bin, Weng,Li, Diao,Shi-Tong, Dong,Run, Peng,Jin-Min, Chen,Yan, Li,Shan, He,Shu-Hua, Wang,Yi-Fan, Du,Bin, and Weng,Li
- Abstract
Shi-Tong Diao, Run Dong, Jin-Min Peng, Yan Chen, Shan Li, Shu-Hua He, Yi-Fan Wang, Bin Du, Li Weng On behalf of the China Critical Care Clinical Trials Group (CCCCTG)Medical Intensive Care Unit, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, Beijing, Peopleâs Republic of ChinaCorrespondence: Li Weng, Medical Intensive Care Unit, State Key Laboratory of Complex Severe and Rare Diseases, Peking Union Medical College Hospital, Peking Union Medical College & Chinese Academy of Medical Sciences, 1 Shuai Fu Yuan, Beijing, 100730, Peopleâs Republic of China, Email wengli@gmail.comBackground: Sepsis surveillance was important for resources allocation, prevention, and development of health policy.Objective: The aim of the study was to validate a modified International Classification of Diseases (ICD)-10 based algorithm for identifying hospitalized patients with sepsis.Methods: We retrospectively analyzed a prospective, single-center cohort of adult patients who were consecutively admitted to one medical ICU ward and ten non-ICU wards with suspected or confirmed infections during a 6-month period. A modified ICD-10 based algorithm was validated against a reference standard of Sequential Organ Failure Assessment (SOFA) score based on Sepsis-3. Sensitivity (SE), specificity (SP), positive predictive value (PPV), negative predictive value (NPV), and areas under the receiver operating characteristic curves (AUROCs) were calculated for modified ICD-10 criteria, eSOFA criteria, Martinâs criteria, and Angusâs criteria.Results: Of the 547 patients in the cohort, 332 (61%) patients met Sepsis-3 criteria and 274 (50%) met modified ICD-10 criteria. In the ICU setting, modified ICD-10 criteria had SE (84.47%), SP (88.57%), PPV (95.60), and NPV (65.96). In non-ICU settings, modified ICD-10 had SE (64.19%), SP (80.00%), PPV (80.33), and NPV (63.72). In the w
- Published
- 2023