Every time I ride my road bike, the gearshift switch automatically.It is frustrating because it keeps doing that.

How to fix this problem?

Also, I don't know much about road bicycle, but should I clean my bicycle with water?
even the chain? It's very dirty.. ;|

Thank you, I would appreciated if I receive any help.