Depends. If you get treated nothing will happen to baby. Chlamydia cannot gain access to a developing baby in the womb because of its protective layers of membranes. If untreated it could trigger an eye infection by transfer of germ to baby during delivery. Some also can develop a pneumonia by 3-4 weeks of age that could be fatal. Your job would be to get treated so nothing bad happens.
Eye infection. Infants can get chlamydial conjunctivitis which may turn out to be a serious infection unless effectively treated.