12/11/2025
Big airway dataset, practical takeaways:
• 2,839 intubations with known operator experience (median 56 prior)
• 65.6% critical care, 26% emergency, remainder anesthesia/other
• Adjusted for BMI, APACHE II, setting, and device type
• First-pass success came in at 81.5%, consistent with reports when learners are involved
Clip from the SimKit podcast—more at simkit.co.