that GP is a joke if he didn't do a urine dipstick there and then, it takes two minutes.
i think you should go, it does sound like a kidney infection now and you need antibiotics, with it being the weekend as well you would struggle to get some from the GP. perhaps a walk-in-centre would be more appropriate than A&E if there's one near you though.
maybe take a water sample with you to speed things up