Hi,
Due to privacy restrictions we cannot search births in Queensland after 1915 so you won't be able to check for births.
Your best bet is to purchase the death certificate of Charles and see what information it includes about any children. The certificate from QLD BDM is downloadable instantly once paid for.
Kellie