7 surprising things about fever in babies - Photo Gallery. We had our 5 week old admitted to the hospital for a week due to a fever. Turned out to be a urinary tract infection. In retrospect, this slideshow would've been really helpful to have prior to that experience. Knowledge is power as new mommy's!