'Going around' is sufficient. We don't need more phraseology clogging up the radio. The important thing for us is what we need to do (e.g. if another aircraft particularly a slower one has just departed or a light aircraft is crossing through the overhead/climbout) to maintain safety.
The reason for the go around can be determined once it is safe to do so.