Over the years, McGee had seen how Gibbs was consumed by his job in an unhealthy way, and that was what McGee wanted to avoid. It was his concern for himself and his family's well-being that made him decline the job as NCIS team leader. He thought about taking the gig, but felt it was too big of a risk.