Champion Stand Alone Generator use in rainy Weather.

I'd suggest you install an inverter and hook up the CPAP or get a 12v compatible machine to run direct to battery. If you don't have enough time in your schedule to get this installed, use an AGM battery inside with the inverter or a battery pack, as was posted by Buzzard.