A 3-year-old boy presents to the emergency department with a 1-day history of barking cough and inspiratory stridor. He is agitated and has moderate work of breathing with sternal indrawing; oxygen saturation is 94% on room air. According to the CPS guideline on croup, what is the most appropriate immediate management?