Apparatuses, computer media, and methods for supporting health needs of a consumer by processing input data. An integrated health management platform supports the management of healthcare by obtaining multi-dimensional input data for a consumer, determining a health-trajectory predictor from the multi-dimensional input data, identifying a target of opportunity for the consumer in accordance with the health-trajectory predictor, and offering the target of opportunity for the consumer. An outcome study for a medical treatment from a medical publication is detected. The medical treatment is mapped to a diagnostic and procedural code and a database for health data is accessed using the diagnostic and procedural code. An outcome metric for the medical treatment with a consumer group is associated, and a utility function is generated from the plurality of outcome metrics, where the utility function gauges an efficacy of at least one intervention channel for a consumer.
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