So if we took all of our intubations, the incidence obviously would be much lower. And then what we didn't do because we didn't know who was actually intubating because all we had is the videos themselves is see if the errors vary by the experience level of the intubator because that would also be super interesting. And let's see. What else can I tell you about this? We actually have videos for each error on the show notes for this episode, mcritt.org 360. Go check the paper out on the AGM site and let me know what you think. If there's any errors I missed that you actually want to add to the mix, then that would be great. I'd love to hear it from you. So you could just put those on the show notes or tweet me up on Twitter. And yeah, I think that is. Oh, one more thing. Yeah, I'm going to get Alexander Bracey and Ryan Barnacle to come on and we'll do a little explosion of this primer episode of this. We'll talk about their nascent airway programs at their new places and all the stuff that come along that. So it'll be a fun discussion. All right, this has been Scott Wangart for the MCRitt Podcast. Sam, well, before I say goodbye, I always mention medicine coaching, which is my physician coaching business in which I take excellent performers and make them better. And I take people that are struggling with issues like burnout or just not really enjoying their job and try to get them back to the point of flourishing. If you're interested in that, come to emkrit.org slash coaching. That's emkrit.org slash coaching. And I'll be happy to talk to you with a free chemistry call and we could see if there's anything where we could find and go forward. All right. Scott Wangart for the MCRitt Podcast. Sam, bye bye.