[earltedly]

I'd imagine that to begin with medical professionals will only allow this on approved devices (the originating device is stored with the sample). Given that certified devices have to work within defined tolerances, they'd then be able to know roughly how good the data they're dealing with. I guess there's always going to be cases of user error in equipment use, but that's part of what has to be considered when designing such a system.