Do background checks include medical marijuana cards?

That would depend upon the level of the clearance you are being investigated for. The higher (more sensitive) the position, the closer the investigation will look. If you are in the military, you will be checked for this automatically. Some employers will also do random urine tests and may do one if they suspect that you have violated company policy for use of illegal substances.