I've had PC monitors that were used to display the same inventory screen for over a decade. No burn-in.
Same for the RGB monitors from the airport that showed arrival/departure info 24/7 for several years.
Maybe refresh rate has something to do with it?

At any rate, there are still plenty of 19-22" computer CRTs kicking around for MAME cabs, at least.