When you drive into the parking lot, the gate opens automatically. There is no ticket to take (or lose).
To exit, you pay directly at the gate with a credit or debit card. Alternatively, you can buy a ticket at the pay station in the west wing (near Durham Radiology Associates) with credit, debit or cash and then exit by scanning the ticket.