Evaluating future healthcare event risks of a patient includes receiving, at one or more computers, patient healthcare data for the patient, wherein the patient healthcare data represents a healthcare event and includes one or more healthcare codes, accessing, with the one or more computers, a database that associates the healthcare event and the healthcare codes with risks of potentially preventable healthcare events, and presenting, with the one or more computers, indications of the risks of potentially preventable healthcare events to a user to facilitate mitigation of the risks of potentially preventable healthcare events for the patient.