The invention generally relates to compositions and methods for the use of a simulated secondary gain model for use in medical legal setting where there is dispute about the validity of a medical patient's injuries. This model is used to ascertain the false positive rate of a given diagnostic test or suite of same and is then used to reevaluate the test on an ongoing basis after changes have been made to reduce the false positive rate.