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A Machine Learning Algorithm to Predict Severe Sepsis and Septic Shock: Development, Implementation, and Impact on Clinical Practice*

Giannini, Heather M. MD1; Ginestra, Jennifer C. MD1; Chivers, Corey PhD2; Draugelis, Michael BS2; Hanish, Asaf MPH2; Schweickert, William D. MD2,3; Fuchs, Barry D. MD, MS2,3; Meadows, Laurie RN, CCRN4; Lynch, Michael RN, CEN4; Donnelly, Patrick J. RN, MS, CCRN5; Pavan, Kimberly MSN, CRNP6; Fishman, Neil O. MD2; Hanson, C. William III MD2; Umscheid, Craig A. MD, MSCE2,7,8

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doi: 10.1097/CCM.0000000000003891
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