Well, it's stupid to publish a dataset without knowing the meaning of what all columns or attributes are included. I'd expect better forethought from a healthcare organization knowing that the their data is potentially very patient-centric. When in doubt, leave it out.
"Do not seek to follow in the footsteps of the wise. Instead, seek what they sought." - Matsuo Basho