I wouldn't wear shorts and sandals as you might be expected to round with your new team, venture onto the floors, etc. You are after all now a representative of the hospital.
but as others have noted, "business casual" should be fine. Collared shirt, no tie and Docker's type pants for me and something similar for women. Ask your program coordinator if you are unsure.