Abstract: One or more embodiments of the disclosure relate, generally, to a diabetes management system. Such a diabetes management system may include a flash glucose monitor and a user interface. The user interface may be configured to display one or more of graphical representations of glucose values and value representative of glucose measurements, and to change values displayed responsive to user interaction with the user interface.

Abstract: One or more embodiments of the disclosure are related, generally, to a reusable accessory for a manual medication delivery device. Such a reusable accessory may include a wireless communication interface, a detection circuitry, and a recommendation system. In one or more embodiments, an adapter may be configured to reversibly couple such a reusable accessory to a manual medication delivery device. Dosing events may be detected that are associated with dosing at the manual medication delivery device. Dose recommendations may be provided responsive to analyte measurements and/or dosing events.

Abstract: A monitoring feature, such as, for example, a pen cap, for an insulin delivery device may include at least one circuit adapted to detect at least one of a capping or decapping of the pen cap from an insulin pen and a processor for using information to the at least one of a capping or decapping of the pen cap. A monitoring feature for an insulin delivery device includes at least one circuit adapted to detect use of the insulin delivery device.

Abstract: One or more embodiments relate, generally, to a reusable accessory for a medication injection pen. Such a reusable accessory may be adapted to be reversibly attached to a medication injection pen, and configured to detect an event associated with an injection of medication from the medication injection pen. It may also be configured to determine a percentage of medication that remains active for injection by the medication injection pen based on timing information and dosing event information.

Abstract: Diabetes management systems may include a glucose monitoring device adapted to transmit glucose data and at least one accessory in communication with the glucose monitoring device and adapted to provide at least one alarm or alert based on the glucose data.

Abstract: Technologies are provided for leveraging machine learning to predict the likelihood of near-future OUD for patients presenting in an emergency department. A model is trained with data corresponding to one or more of: gender, age, prior opioid use disorder diagnosis, prior opioid use disorder events, prior opioids, prior emergency department encounters, prior inpatient encounters, other medications, drug screening tests, hepatitis C tests, tobacco use questionnaires, prior results from medical tests, social history questionnaires, or other diagnoses to predict opioid use disorder risk for a population of patients. Upon receiving information available at an emergency department triage for a patient, the trained model is utilized to predict the opioid use disorder risk for the patient over a predetermined period of time.

Abstract: One or more embodiments of the disclosure relate, generally, to a replacement pen cap for a medication injection pen comprising at least one temperature sensor for monitoring a temperature of a medication, detect dosing events, and determine that medication may be denatured based on temperature data, received analyte measurement data prior, and the detected dosing events.

Abstract: One or more embodiments of the disclosure are related, generally, to a reusable accessory for a manual medication delivery device. Such a reusable accessory may include a wireless communication interface, a detection circuitry, and a recommendation system. In one or more embodiments, an adapter may be configured to reversibly couple such a reusable accessory to a manual medication delivery device. Dosing events may be detected that are associated with dosing at the manual medication delivery device. Dose recommendations may be provided responsive to analyte measurements and/or dosing events.

Abstract: Diabetes management systems include an insulin delivery device and a monitoring device for detecting at least one characteristic relating to the insulin delivery device. Monitoring devices may comprise pen caps.

Abstract: A method may include receiving, from a source application, partial data that is incomplete for use by a target application, obtaining a set of contextual data correlated with the partial data, assigning, using a ranking model, confidence levels to the set of contextual data, selecting, from the set of contextual data, contextual data according to the confidence levels assigned to the set of contextual data, generating augmented partial data using the contextual data and the partial data, determining that the augmented partial data satisfies a transaction completion criterion of a transaction schema, and in response to determining that the augmented partial data satisfies the transaction completion criterion, sending the augmented partial data to a transaction store used by the target application.

Abstract: One or more embodiments of the disclosure relate, generally, to a system to assist with manual dosing of insulin. Such a system may include a glucose sensor system, a reusable insulin dosing detector, and a recommendation system. The reusable insulin dosing detector may be configured to be reversibly connectable to a disposable component that may form part of an insulin manual delivery assembly. The reusable insulin dosing detector may be configured to detect insulin delivery associated with the insulin manual delivery assembly. The recommendation system may be configured to analyze blood glucose data and determine adjustments to insulin therapy settings.

Abstract: One or more embodiments of the disclosure relate, generally, to a replacement pen cap for a medication injection pen comprising at least one temperature sensor for monitoring a temperature of a medication, detect dosing events, and determine that medication may be denatured based on temperature data, received analyte measurement data prior, and the detected dosing events.

Abstract: One or more embodiments of the disclosure are related, generally, to a reusable accessory for a manual medication delivery device. Such a reusable accessory may include a wireless communication interface, a detection circuitry, and a recommendation system. In one or more embodiments, an adapter may be configured to reversibly couple such a reusable accessory to a manual medication delivery device. Dosing events may be detected that are associated with dosing at the manual medication delivery device. Dose recommendations may be provided responsive to analyte measurements and/or dosing events.

Abstract: One or more embodiments of the disclosure relate, generally, to a diabetes management system. The diabetes management system may include a computing device that is configured to receive data relating to prior insulin use of a user and calculate a sliding scale glucose correction based, at least in part, on the data relating to prior insulin use.

Abstract: One or more embodiments relate, generally, to a reusable accessory for a medication injection pen. Such a reusable accessory may be adapted to be reversibly attached to a medication injection pen, and configured to detect an event associated with an injection of medication from the medication injection pen. It may also be configured to determine a percentage of medication that remains active for injection by the medication injection pen based on timing information and dosing event information.

Abstract: Diabetes management systems include an insulin delivery device and a monitoring device for detecting at least one characteristic relating to the insulin delivery device. Monitoring devices may comprise pen caps.

Abstract: A monitoring feature, such as, for example, a pen cap, for an insulin delivery device may include at least one circuit adapted to detect at least one of a capping or decapping of the pen cap from an insulin pen and a processor for using information to the at least one of a capping or decapping of the pen cap. A monitoring feature for an insulin delivery device includes at least one circuit adapted to detect use of the insulin delivery device.

Abstract: One or more embodiments of the disclosure relate, generally, to a diabetes management system. The diabetes management system may include a computing device that is configured to receive data relating to prior insulin use of a user and calculate a sliding scale glucose correction based, at least in part, on the data relating to prior insulin use.

Abstract: One or more embodiments of the disclosure are related, generally, to a reusable accessory for a manual medication delivery device. Such a reusable accessory may include a wireless communication interface, a detection circuitry, and a recommendation system. In one or more embodiments, an adapter may be configured to reversibly couple such a reusable accessory to a manual medication delivery device. Dosing events may be detected that are associated with dosing at the manual medication delivery device. Dose recommendations may be provided responsive to analyte measurements and/or dosing events.

Abstract: One or more embodiments of the disclosure relate, generally, to a system to assist with manual dosing of insulin. Such a system may include a glucose sensor system, a reusable insulin dosing detector, and a recommendation system. The reusable insulin dosing detector may be configured to be reversibly connectable to a disposable component that may form part of an insulin manual delivery assembly. The reusable insulin dosing detector may be configured to detect insulin delivery associated with the insulin manual delivery assembly. The recommendation system may be configured to analyze blood glucose data and determine adjustments to insulin therapy settings.