Methods and systems are described for automated processing of medical data for insurance and disability determinations. Based on medical conditions claimed by a claimant, medical evidence queries are automatically generated to provide instructions to medical providers for conducting physical exams and laboratory tests and for retrieving medical records. After medical evidence is collected according to the queries, the medical evidence and related rating codes and decisions are displayed to rating personnel in a user-friendly format to assist in making a rating decision.