When I lived in Cincinnati, my neighbor, an attorney, told me that if you shovel snow off the sidewalk and someone slips and falls, they can sue because you didn't do it properly.
If you don't shovel it, and someone slips and falls, the snow is just a natural disaster and they can't sue you.