Might have got it from a carrier..some other nurse/doctor who was exposed to Duncan..
Ebola could have been passed on in a social setting..out for a beer after work etc..
and then theres those times at the hospital when they would have been away from the patient and not have the protective gear on..
OH MAN!! No more Beers after work!!