So if you're talking about standing at lake level and looking at something 40 miles away, also at lake level, then should expect to miss the bottom 26 feet of it. Anything above that, you see.
And of course in reality both Chicago and the land you are standing on on the other side, are above lake level.
I can see a mountain top from another mountain top far away, curvature does not play a part.