No, unmarried women can have children too, you know. You can't prove marriage through a doctor's note or a sonogram. You can prove paternity after the baby is born, but then too you don't need to be married.
You will need a marriage certificate, joint bank accounts, bills, leases, etc. to prove a bonafide marriage.