If CoVid-19 stays in the upper respiratory tract, you’ll recover and it will most likely be mild or asymptomatic. If it moves into the lower respiratory tract, you’re hosed.
IIRC the first really affected ones in Italy were members of a running club.
Maybe the exercise caused deep breathing and voila...serious case.