Gephyrophobia
Gephyrophobia is the anxiety disorder or specific phobia characterized by the fear of bridges. As a result, sufferers of gephyrophobia may avoid routes that will take them over bridges.
Some possible explanations of gephyrophobia may be the fear of the structural integrity of the bridges itself, or the fear that the bridge will collapse if they try to cross it.