Title: Derivation and validation of a machine learning risk score using biomarker and electronic patient data to predict rapid progression of diabetic kidney disease

Scott M Damrauer, MD, MS Department of Surgery Hospital of the University of Pennsylvania 3400 Spruce Street, Silverstein 4 Philadelphia, PA 19104 Telephone: 215-615-1698 Email: damrauer@upenn.edu . CC-BY-NC-ND 4.0 International license It is made available under a is the author/funder, who has granted medRxiv a license to display the preprint in perpetuity. (which was not certified by peer review) The copyright holder for this preprint this version posted June 11, 2020. ; https://doi.org/10.1101/2020.06.01.20119552 doi: medRxiv preprint