Glucose alert prediction horizon modification

A system comprising:

• at least one processor;
• and
• one or more computer-readable storage media storing instructions that, when executed by the at least one processor, cause the system to:
• receive data describing glucose measurements from a continuous glucose monitoring (CGM) system worn by a user;
• predict glucose values for the user during a first prediction horizon based on the data;
• modify the first prediction horizon to obtain a second prediction horizon, based on whether one or more of the predicted glucose values satisfies a threshold value for an alert within the first prediction horizon;
• predict glucose values for the user during the second prediction horizon based on the data;
• determine, for the second prediction horizon, whether at least one predicted glucose value satisfies the threshold value for the alert;
• and
• cause output of the alert in a user interface of a computing device responsive to determining that the at least one predicted glucose value satisfies the threshold value for the alert within the second prediction horizon.

One or more non-transitory computer-readable storage media storing instructions that, when executed by a computing device, cause the computing device to:

• receive data describing glucose measurements from a continuous glucose monitoring (CGM) system worn by a user;
• predict glucose values for the user during a first prediction horizon based on the data;
• modify the first prediction horizon to obtain a second prediction horizon, based on whether one or more of the predicted glucose values satisfies a threshold value for an alert within the first prediction horizon;
• predict glucose values for the user during the second prediction horizon based on the data;
• determine, for the second prediction horizon, whether at least one predicted glucose value satisfies the threshold value for the alert;
• and
• cause output of the alert in a user interface of a computing device responsive to determining that the at least one predicted glucose value satisfies the threshold value for the alert within the second prediction horizon.