Clicking on Start shows loading bar but then returns to the same game setup screen. Restarted the game from Steam again while writing this and now it works, don't know why but seems like a minor bug anyway. Also not really a bug, but it took me a while to find out that there was no sound because it was turned off in the options when I first started it.