One of the reasons for a control group is to provide opportunities for blindness and double-blindness. Placebo effects are (hopefully) very well-known, but that's not the only common cause of systematic error. Allegiance effect also exists--a doctor may score the same patient with the same symptoms differently if there is a reason to favor one interpretation over another, and it need not even be a fully conscious effect.