To my knowledge, there is a chance of randomness in every event. It's the reason Draggy's Annie doesn't have a perfect record in Confo.
I will admit, I haven't paid attention to it closely for a long while, and can't remember if I've seen if affect an entire event before, or if it only affects single horses

Looking at examples posted, I suspect the randomness affects all the horses in an event.
^^