One thing to consider is that it shouldn't really matter whether there is gas in the filter because the float bowl is where the gas will be to start the car. There is a check valve on the inlet that should stop the fuel in the bowl from siphoning back. If anything give it one or two pumps of the pedal before you start to crank and it should fire from the accelerator pump shot.
