The spa is open until 2pm, i.e. when the lounge closes. Talking to the masseuse who works there the last 1-2 hours are normally very quiet, so getting an appointment isn't normal that tough. I recommend the facial!
FYI, the hot buffet has normally been cleared away by midday.