I'd take the rain gear. Or at least the jacket. If you are out for 5 weeks, you can send it home after 10 days. Being wet makes hypothermia more likely, and I'd take the rain jacket.
You'll want to take a set of sleeping clothes that you obsessively keep dry. That way, if you are cold, you can change into dry clothes and get in your sleeping bag.