Psychologists and Psychiatrists, at least up here, insist on pronouncing it 'tray'. Unfortunately, this means I now pronounce it as such when referring to (usually DSM criteria for personality) features of a patient, more often in the plural 'trays'.

I'm pretty sure I still use 'trates' the rest of the time.