In the litterature on depression scales, these are often validated by comparing their convergent validity with the diagnoses given by psychiatrists. This of course implicitly assumes that the psychiatrists' diagnosis is more accurate than any existing scale.
So what evidence or discussions are you aware of regarding the validity of the depression diagnosis as administered by a psychiatrist (or psychologist)?