In my experience, no, kids that young do not understand that. Furthermore, if you have the door closed for the length of a conference call with a child that young, I'd expect there to be another adult (or responsible elder sibling) there in the first place, such that the burden of not bothering you was never on the child.
If that can't be arranged, you reschedule the call.