I've no idea, I suppose it depends on the complexity of the molecules. I do remember reading about a project where urine was collected separately (in Sweden, I believe) and that there were some concerns about this for exactly that reason. But I read the article just before posting the answer and as you can tell from the date, that's more than a year ago, so the specifics are a bit hazy by now.
Re: Medication in urine