The most common reason is that the unit is contaminated. I would suggest looking at the ionization to see if there is discoloration. If there is, then you have coated the ionization chamber and it needs to be cleaned. You can usually take apart the gauge and physically scrub the unit.
Category: Instrumentation Gauging
Sub-Category: Cold Cathode Ion Gauges