It seems the biggest issue would be wet tape, a junked seat, and rusted chain. But you can trash bag the handlebars, use a QR seatpost to just take the seat with you, and keep the chain oiled well. I just picked up a NIshiki that had been outside for two weeks. The thing was in perfect condition, except for the chain, which looked like it was pulled from the Titanic...