As JD leaves the hospital after watching his "future," he gets into his car and you can clearly hear the engine start. The Prius does not have a conventional starter motor (it is silent), and being a hybrid, the engine should not have started at all.
JD is wearing the white shirt in the beginning and Elliot claims it was hers. The shirt clearly has buttons on the right which indicates it is a man's shirt not a woman's.