Four studies used systems that integrated multiple functionalities, including treatment personalization with reminders,40 diagnostic support with surveillance,42 combined surveillance with treatment personalization,43 and a forecast system paired with surveillance,49 For example, continuous blood glucose monitoring in young type 1 diabetes patients provided real-time insulin adjustments to improve glycemic control and reduce complications.43 Here, INS is linked to type 1 diabetes mellitus.