Summary: The more troublesome problem is hidden data. All the studies that are not published and could help inform clinicians as to efficacy and side effects of medications. You can compensate for errors and bias if the data is available but not if it is unpublished. This problem is well described in the most excellent Bad Pharma: How Drug Companies Mislead Doctors and Harm Patients.
