1. A system for generating contextual suggestions, the system comprising: memory that stores computer-executable instructions; and a processor configured to access the memory and execute the computer-executable instructions to collectively: access output from an electronic system of a medical provider network, the output generated in response to an action performed by a medical professional and relating to a patient associated with the medical professional, the medical professional authorized to attend to the patient to address health conditions of the patient; detect an actionable event based on the output from the electronic system, the actionable event comprising at least one of an ordering event, a decision point event, an escalation event, or a communication event; access an electronic health record of the patient, the electronic health record comprising historical record data describing: a set of objective clinical values corresponding to the patient and measured over a time period; and a set of subjective observations corresponding to the health of the patient as recorded by the medical professional or other medical professionals; identify a care scenario of the patient based at least in part on the actionable event and data from the electronic health record, the care scenario representing a context of the patient with respect to the health conditions of the patient; based on the identified care scenario, access a medical practice profile of the medical professional based on the care scenario, the medical practice profile comprising: historical practice data describing a practice history of the medical professional; and medical professional preference data indicating medical preferences of the medical professional; and access a plurality of knowledge artifacts to identify at least one knowledge artifact corresponding to the care scenario, the plurality of knowledge artifacts representing associations between care scenarios and medical outcomes; generate a set of contextual suggestions based on the medical practice profile, the electronic health record, and the at least one knowledge artifact, the set of contextual suggestions: being tailored to the medical professional based on the medical practice profile; being particular to the patient based on the care scenario; and representing suggested actions, considerations, or tasks for responding to the health conditions of the patient; and provide at least one contextual suggestion from the set of contextual suggestions to a user device for presentation, the user device associated with the medical professional.