Data from an in-home randomized trial of 45 individuals with type 1 diabetes ( age range 15-45 years ) were analyzed , evaluating an automated predictive low glucose pump suspension system in which blood glucose , blood ketone , and urine ketone levels were measured on 1,954 mornings .