Abstract: A computing system receives clinical data for a patient that is to undergo treatment for a medical problem and a pre-treatment score value that is indicative of a condition of the patient prior to undergoing the treatment. The computing system provides values in the clinical data and the pre-treatment score value as input to a computer-implemented model. The computer-implemented model outputs, based upon the input, a predicted difference value that is indicative of a predicted change in the condition of the patient from a first point in time occurring prior to the patient undergoing the treatment to a second point in time occurring subsequent to the patient undergoing the treatment. The computing system generates a predicted post-treatment score value for the patient based upon the pre-treatment score value and the predicted difference value, and causes the predicted post-treatment score value to be presented on a display.