Per vehicle mile traveled, motorcyclists’ risk of a fatal crash is 35 times greater than a passenger car.
http://www-nrd.nhtsa.dot.gov/Pubs/810990.PDF
I’d factor that into the decision.
I’m not sure if it’s similar for scooters
I’ve never had a problem.
But I also drive very defensively when I ride my scooter.