How cold is too cold for your dog to be swimming?

I have a water loving German Shepherd. It is winter and there is a huge lake nearby. Now that the bacteria (that gives her rashes) is dead I want to take her swimming. So what is the coldest she should be in? Is 40 degrees too cold? My dog has thick black fur. Thanks! And no rude or mean comments please.