Prediction funnel for generation of hypo- and hyper-glycemic alerts based on continuous glucose monitoring data

A glucose monitoring system for managing blood glucose level of a user, the glucose monitoring system comprising:

• a glucose sensor system configured to generate one or more glucose measurements for the user;
• one or more processing devices;
• one or more memory devices coupled to the one or more processing devices, the one or more memory devices storing executable code that, when executed by the one or more processing devices, causes the one or more processing devices to execute a method comprising:
• receiving a glucose measurement of the user from a sensor;
• receiving one or more values for one or more additional inputs relating to the blood glucose levels of the user;
• processing the glucose measurement and one or more values for the one or more additional inputs to obtain a plurality of predicted glucose values, each predicted glucose value of the plurality of predicted glucose values corresponding to a different prediction horizon and having a corresponding uncertainty;
• generating a confidence interval for each predicted glucose value of the plurality of predicted glucose values based on the each predicted glucose value and the corresponding uncertainty;
• and
• generating a decision support output in response to determining that the confidence intervals meet a threshold condition.