The answer is "Past Participle Phrase."
A clause carries its own predicate and subject. However, in the asked question, within-comma-part of the sentence is a Phrase.
Moreover, in past participle, the third form of the Non-finite verb(confused), which acts as an adjective, speaks for itself. In here, the verb expresses action of the same subject.
