Flew a visual approach into a UK airfield yesterday, in the briefing to the Captain, I said "as it's a visual approach, if we need to go around we will climb to the circuit altitude and join downwind". His response "err.... well, let's follow the missed approach procedure for the ILS (which was out of service)." Amid some confusion and debate, I agreed.