Abstract: In some variations, methods for managing medical information may include receiving through a user interface on a user computing device a user selection of medical content and a user selection of a tag to be associated with the medical content, and modifying a machine learning associations model based on the medical content and tag, wherein the machine learning associations model predicts queried medical content based on user input received through the conversation simulator. In some variations, methods for managing medical information may include receiving a medical content record specific to a user group, receiving at least one tag to be associated with the medical content record, and modifying a machine learning associations model based on the medical content record and the at least one tag, wherein the machine learning associations model predicts queried medical content based on user input received through a user interface.

Abstract: A method for processing information includes causing display of a user interface on a user computing device, wherein the user interface comprises a conversation simulator, receiving user input from at least one user provided through the user interface, the user input relating to medical treatment of a patient, predicting a user intent based on at least one keyword in the user input, determining medical content based on the user intent and at least one candidate medical content associated with the user intent, automatically generating a response to the user input based on the user intent and medical content, and causing display of the generated response to the user input on the user interface through the conversation simulator.