It depends on the lake for me. If it is a pothole lake, and has 8" of ice, I stay careful, but generally those lakes are consistent ice. Lakes like Darling are different, as they are roosts for birds, and can have moving water.
Buffalo Lodge is another one. It is a pothole lake, but a fair...