They brought a Brinks truck to move Oswald. That's how concerned they were that someone might try to shoot him. A police car wouldn't do. They had to have a Brinks truck.
They were concerned enough to do that, but, they weren't concerned enough to actually look around and scan the theater of operation when they brought him out?