In that era, a pregnancy between a disappeared US serviceman and an unwed prostitute most likely terminated in abortion or the child being placed in an orphanage.
Did your father say how far along she was when he left? There is always the possibility she knew he would be gone before she would start to show and that it was a fake pregnancy to scam him out of money or into marriage.