Algorithm-Enabled, Personalized Glucose Management for Type 1 Diabetes at the Population Scale: Prospective Evaluation in Clinical Practice

David Scheinker   ^{1, 2, 3, 4} , PhD ;   Angela Gu   ³ , MS ;   Joshua Grossman   ³ , MS ;   Andrew Ward   ³ , PhD ;   Oseas Ayerdi   ³ , MS ;   Daniel Miller   ³ , PhD ;   Jeannine Leverenz   ² , MS, RN, CDCES ;   Korey Hood   ^{1, 4} , PhD ;   Ming Yeh Lee   ² , MD, PhD ;   David M Maahs   ^{1, 4, 5} , MD, PhD ;   Priya Prahalad   ^{1, 4} , MD, PhD

¹ Department of Pediatrics, Division of Pediatric Endocrinology, Stanford University, Stanford, CA, United States

² Lucile Packard Children's Hospital, Stanford University, Stanford, CA, United States

³ Department of Management Science and Engineering, Stanford University School of Engineering, Stanford, CA, United States

⁴ Stanford Diabetes Research Center, Stanford University, Stanford, CA, United States

⁵ Department of Health Research and Policy, Stanford University, Stanford, CA, United States