After cleaning and filleting crappie, how much do you rinse it before storing?

I've read differing advice. One says rinse it vigorously to make sure you've gotten off all the guts, organs, blood, etc. that can be harmful. The other says rinse as little as possible otherwise it will make it rubbery.

What say you?