A medical cause has been ruled out, therefore a psychological one is definitely possible.
Did you suffer a recent traumatizing event or an unpleasant event that involved urinating? If so this could have been the trigger.
My advice is for you to seek therapy. There are many therapy based treatment options available to help with this problem.