All of these scenarios are equally valid:
- Picard is dealing with the illness
- He used his foreknowledge to purposely prevent the illness
- His foreknowledge prevented the illness inexplicably (butterfly effect)
- The illness already wasn't going to develop. Q invented that future or showed an alternate timeline