Using uncertain data from body-worn sensors to gain insight into type 1 diabetes.

•We develop a new method for causal inference from uncertain data.•Weighting data points by uncertainty improved inference accuracy and power.•Data from body-worn sensors may provide insight into changes in glycemia.