Discusses three caveats to the evidence-based paradigm in medical education: (1) detection of abnormalities that may not ever be overtly expressed inflates apparent diagnostic test performance; (2) probability revision is valuable primarily as an exercise to gain qualitative insights; and (3) patients are likely to be interested in more than just central tendencies in making treatment decisions. (Author/DB)