This is especially true for antidepressants because some are only effective on more severe cases (eg Zoloft); self-selection will yield a body of faux-depressed and mildly depressed people on whom the drug has no result.
EDIT: Apparently I was thinking of a different drug.
Illuminating post on Neuroskeptic:
Some Quotes:
Could similar mechanisms hold true for other drugs?