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And I also warn you in advance that this session is going to be the longest one of the day and probably the most overwhelming one. It it wouldnt be an OHDSI symposium if there wasnt going to be something thats going to hurt your head just a little bit. And we usually ask Martin to do that for us. And so Martins going to be delivering our our plenary session here. We realized as we were preparing this, that now that weve all gotten used to being on teams, meetings and all of our attention spans have drastically shortened that. Nobody can listen to one person for 90 minutes straight. So youre going to be subjected to me just jumping in just so that halfway through this, so that Martin can get a sip of water and you can hear a different voice blathering on for a little bit. But make no mistake, this is this is all work thats been led and driven by Martin that were really excited to be able to share with you today. All right. I think we got most everybody in. So without further ad