Does it rain P% of the time that meteorologists predict P% chance of showers?

I’ll use 60% chance of showers as an example:

Out of all the days that meteorologists have predicted 60% chance of showers, shouldn’t it also be true that it actually rained 60% of those days over the past, say, 20 years?

Are there records for this?