I'm not 100% sure but here in the UK its a legal requirement that you sign a consent form before taking part in a trial which should explain the whole thing, i.e. you could be part of a control group given a placebo.
In this case, if they told mothers they would definitely be recieving drugs then yeah, it's not only morally dubious but I'd hope illegal.