APD is an umbrella term but basically the kid has a lot of problems recognizing subtle differences between sounds and processing and remembering language-related information.
In any case, Rosie and her partner seem to have several issues, so truly it is most responsible to stay out of adopting yet another child and concentrate sorting out their problems instead of dragging another child into it.
Rosie needs to get a lobotomy.