Automated Extraction of Mortality Information From Publicly Available Sources Using Large Language Models: Development and Evaluation Study by Mohammed Al-Garadi, Michele LeNoue-Newton, Michael E Matheny, Melissa McPheeters, Jill M Whitaker, Jessica A Deere, Michael F McLemore, Dax Westerman, Mirza S Khan, José J Hernández-Muñoz, Xi Wang, Aida Kuzucan, Rishi J Desai, Ruth Reeves

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Long‐Term Outcomes of Peripheral Artery Disease in Veterans: Analysis of the Peripheral Artery Disease Long‐Term Survival Study (PEARLS) by Saket Girotra, Qiang Li, Mary Vaughan‐Sarrazin, Brian C. Lund, Mohammad Al‐Garadi, Joshua A. Beckman, Rohit Nathani, Richard M. Hoffman, Paul S. Chan, Subhash Banerjee, Shirling Tsai, Dharam J. Kumbhani, Nicole Minniefield‐Young, Kim G. Smolderen, Shipra Arya, Cathy Nguyen, Michael E. Matheny, Glenn T. Gobbel

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Unlocking efficiency in real-world collaborative studies: a multi-site international study with one-shot lossless GLMM algorithm by Jiayi Tong, Jenna M. Reps, Chongliang Luo, Yiwen Lu, Lu Li, Juan Manuel Ramirez-Anguita, Milou T. Brand, Scott L. DuVall, Thomas Falconer, Alex Mayer Fuentes, Xing He, Michael E. Matheny, Miguel A. Mayer, Bhavnisha K. Patel, Katherine R. Simon, Marc A. Suchard, Guojun Tang, Benjamin Viernes, Ross D. Williams, Mui van Zandt, Fei Wang, Jiang Bian, Jiayu Zhou, David A. Asch, Yong Chen

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Sustained Improvements After Intervention to Prevent Contrast‐Associated Acute Kidney Injury: A Randomized Controlled Trial by Michael E. Matheny, Elizabeth Carpenter‐Song, Iben M. Ricket, Richard J. Solomon, Meagan E. Stabler, Sharon E. Davis, Lisa Zubkoff, Dax M. Westerman, Chad Dorn, Kevin C. Cox, Freneka F. Minter, Hani Jneid, Jesse W. Currier, S. Ahmed Athar, Saket Girotra, Calvin Leung, Thomas J. Helton, Ajay Agarwal, Mladen I. Vidovich, Mary E. Plomondon, Stephen W. Waldo, Kelly A. Aschbrenner, Virginia McKay, A. James O'Malley, Jeremiah R. Brown

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Multinational patterns of second line antihyperglycaemic drug initiation across cardiovascular risk groups: federated pharmacoepidemiological evaluation in LEGEND-T2DM by Rohan Khera, Jing Li, Katherine Simon, Yuan Lu, Joseph S Ross, Talita Duarte-Salles, Michael E Matheny, Harlan Krumholz, Kenneth KC Man, Carlen Reyes, Paul Nagy, Nigam Shah, Martijn J Schuemie, Daniel R Morales, Scott L DuVall, Seng Chan You, Jose D Posada, George Hripcsak, Marc A Suchard, Patrick B Ryan, Anna Ostropolets, Michael Cook, Evan Minty, Andrea Pistillo, Clair Blacketer, Arya Aminorroaya, Thomas Falconer, Nestoras Mathioudakis, Jin J Zhou, Can Yin, Kelly Li, Lovedeep Singh Dhingra, Faaizah Arshad, Mary G Bowring, Fan Bu, David A Dorr, Tina E French, Elizabeth E Hanchrow, Scott Horban, Wallis CY Lau, Yuntian Liu, Michael F McLemore, Akihiko Nishimura, Nicole Pratt, Sarah Seager, Eric YF Wan, Jianxiao Yang

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