Systems and methods for processing a workflow are disclosed. Certain embodiments allow prescreened data to be inserted into a workflow. A user's interpretation of prescreened data can be compared with previously obtained characteristics, enabling the user's interpretive output to be monitored and improved. The disclosed systems and methods have applications including, but not limited to, training, performance analysis, process improvement, and data analysis and data mining in workflows.