Abstract: A computerized method of automated patient chart review includes receiving a selection of a particular patient, automatically parsing at least one document of a patient's medical record having structured data and natural language data, automatically generating a list of variables from the patient's medical record, automatically generating a list of important variables from the list of variables associated with a specific clinical event from the structured data and natural language data. Predictive modeling and artificial intelligence are used to analyze the patient data, reviewer actions, and reviewer feedback data.