Historically you have the roles reversed in that medicine and science are both subordinates of philosophy. But admittedly due to the predominance of analytic philosophy, particularly in modern western philosophy, it has become much more of what you describe. This is really more a failing of modern philosophy than a condemnation of the field as a whole. There were/are/will-be many philosophers that don't ascribe to its limitations.