Can I simply go to the out-of-hours GP practice?

No, you always need to call for an appointment first. The out-of-hours GP practice is only available to patients with urgent symptoms in the evening, at night, during the weekend or on public holidays. You should go and see your own GP the next working day if your symptoms are not urgent.