Well if the purpose of making babies is to grow our population or replace the deads then making babies could become unnecessary in an immortal society. Any Civilization that is capable of achieving immortality can as well invent stuff to take care of those fears you listed
Right. If there is immortality, then the children will not be needed. Because if the number of people constantly increases and does not die, then all will not have enough space and resources.