I cut them off myself. Theoretically the bulb is "supposed to" than re-direct it's energy to producing more leaves but to be honest I've never really seen a difference either.
Some varieties tend to produce more blooms than others too.
All of the reproductive parts of a caladium are in that bloom.
Bill