She'd only be the Acting President. The 25th amendment doesn't remove the President from office, it just declares that "he is unable to discharge the powers and duties of his office" and temporarily names the Vice President as Acting President to serve in his place until the President is once again able to "resume the powers and duties of his office."
-PJ