Arrival and departure probabilities in an Erlang Loss system

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Consider an M/G/c/c system; that is, an Erlang loss system with a general service time. If the system is in the steady state situation, what is the probability that a randomly observed event is an arrival? What is the probability that a randomly observed event is a departure?

I think the probabilities are 0.5. Is anyone aware of a reference about this problem that I can study?