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So Im Michael Kahn from the University of Colorado. I want to thank you for attending todays meeting and for having this kickoff presentation of the spring 2023 webinar series titled my talk is data quality and hidden influencers in electronic medical records. Ive actually decided to reverse the sequence of the topics and start with a hidden influencers topic because this topic is probably much less familiar to people than is data quality. So well start with the second topic first and then well move from there. So first of all, since most of the work thats being done in learning health system networks have involved electronic health record data, really going to spend the first few parts of the talk looking at examples about why querying data from electronic medical records is so hard. And on the left hand side, I have somewhat tongue in cheek but read list of really basic EHR functions that have to be handled by the underlying system. And as you can see, this list can actually go