A 3-year-old boy presents with a barking cough, hoarse voice, and inspiratory stridor at rest. He is agitated but maintaining oxygen saturations of 95% on room air. According to Canadian Paediatric Society croup guidance, what is the most appropriate immediate management in the emergency department?