I've heard of using Coke, Pepsi to clean rust and admit to trying it. Get a couple 2 liter bottles of Coke and pour it on and see what happens.
One more thing about using OSPHO (if you do) is make sure you get all the large, loose stuff off or you will be disappointed when the rust makes an early return.