Abstract: A technique for generating and presenting context-aware recommendations to assist a patient in managing a chronic health condition. A health management platform provides various services that are accessible to a patient via a graphical user interface (GUI). Input data are received from various services and processed to generate contextual data associated with the patient such as a health state of the patient. Using the contextual data, a recommendation to access a particular service is generated and presented to the patient via the GUI. For example, in response to determining a health state of a patient, a recommendation to access a service to improve the health state of the patient can be automatically presented via the GUI to encourage the patient to access the service.

Abstract: A computer-implemented method of a coaching service with variable content objects. The method can include invoking a content flow including an ordered sequence of content objects. The content flow is arranged in accordance with a coaching protocol for a user of a user device. The user accesses a coaching service through the user device. The method further includes causing the user device to present a first content object. The first content object is prearranged in the ordered sequence of content objects based on information associated with the user. The method further includes dynamically selecting a second content object to replace a next content object of the ordered sequence of content objects and advancing the content flow to the second content object in lieu of the next content object and in accordance with the coaching protocol.

Abstract: A user interface for a health management platform is described that includes a virtual sidekick configured to assist a patient in managing a chronic health condition. The virtual sidekick may represent an individual (not necessarily the patient) that is facing similar challenges as the patient such as the same chronic health condition as the patient. In some embodiments, the virtual sidekick can be presented in a virtual scene that includes one or more reverse augmented realty elements that are indicative of a physical context of the patient. For example, the virtual scene may depict visual elements indicative of the patient's physical location and/or weather conditions at the patient's physical location. Data used to personalize and dynamically animate the virtual sidekick to assist the patient in managing a chronic health condition can come from multiple different sources.

Abstract: Admixture generation determination includes: obtaining ancestry assignment information associated with an individual's genotype data, the ancestry assignment information at least indicating that a portion of the individual's genotype data is deemed to be associated with a specific ancestry; determining the individual's genetic ancestry summary data corresponding to the specific ancestry; estimating an admixture generation associated with the specific ancestry, the admixture generation indicating a most recent generation or a most recent generation range from which the individual has at least one non-admixed ancestor of the specific ancestry, the estimation including a maximum likelihood determination based at least in part on the individual's genetic ancestry summary data and a recombination model; and outputting the estimated admixture generation.

Abstract: The disclosed embodiments include a computer-implemented method for communications centric care. A caregiver interface serves a patient interface in accordance with a disease management program to collaboratively lead the patient to recover from a disease. The method can include obtaining content items relating to a patient and labeling each content item as either a secure content item or an unsecure content item, and then comparing the labels with identifiers of the patient, the caregiver, and/or a schedule key events of the disease management program. The content items are selectively bifurcated for the patient and/or caregiver interfaces. As such, the interfaces can manage communications in accordance with the disease management program.

Abstract: A computer-implemented method for dynamically reallocating resources to users of a coaching service. The method can include initially allocating resources to users of the coaching service, receiving indications of activities of the users relative to their allocated resources, and comparing the activities relative to a reference value to produce an outcome including a likelihood that a target user will benefit from a target resource. Upon identifying the target user, a dynamic reallocation process deallocates the target resource from another user and reallocates the target resource to the target user.

Abstract: Estimating parental contribution of ancestry includes: obtaining a set of ancestry assignment data associated with an individual's genotype data, at least some of the ancestry assignment data indicating that one or more segments of the individual's genotype data is deemed to be associated with a specific ancestry; determining whether in the individual's genotype data there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry; in the event that it is determined that there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry: specifying that parental contribution of the specific ancestry is made by both parents of the individual; in the event that it is determined that there is no confirmed region of overlapping ancestry assignment associated with the specific ancestry: statistically determining whether the parental contribution to the specific ancestry is made by only one parent of the individual or by bot

Abstract: Estimating parental contribution of ancestry includes: obtaining a set of ancestry assignment data associated with an individual's genotype data, at least some of the ancestry assignment data indicating that one or more segments of the individual's genotype data is deemed to be associated with a specific ancestry; determining whether in the individual's genotype data there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry; in the event that it is determined that there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry: specifying that parental contribution of the specific ancestry is made by both parents of the individual; in the event that it is determined that there is no confirmed region of overlapping ancestry assignment associated with the specific ancestry: statistically determining whether the parental contribution to the specific ancestry is made by only one parent of the individual or by bot

Abstract: Admixture generation determination includes: obtaining ancestry assignment information associated with an individual's genotype data, the ancestry assignment information at least indicating that a portion of the individual's genotype data is deemed to be associated with a specific ancestry; determining the individual's genetic ancestry summary data corresponding to the specific ancestry; estimating an admixture generation associated with the specific ancestry, the admixture generation indicating a most recent generation or a most recent generation range from which the individual has at least one non-admixed ancestor of the specific ancestry, the estimation including a maximum likelihood determination based at least in part on the individual's genetic ancestry summary data and a recombination model; and outputting the estimated admixture generation.

Abstract: Estimating parental contribution of ancestry includes: obtaining a set of ancestry assignment data associated with an individual's genotype data, at least some of the ancestry assignment data indicating that one or more segments of the individual's genotype data is deemed to be associated with a specific ancestry; determining whether in the individual's genotype data there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry; in the event that it is determined that there is at least one confirmed region of overlapping ancestry assignment associated with the specific ancestry: specifying that parental contribution of the specific ancestry is made by both parents of the individual; in the event that it is determined that there is no confirmed region of overlapping ancestry assignment associated with the specific ancestry: statistically determining whether the parental contribution to the specific ancestry is made by only one parent of the individual or by bot