The Gross Developmental Potential (GDP2): a new approach for measuring human potential and wellbeing by Neal Halfon, Anita Chandra, Jill S. Cannon, William Gardner, Christopher B. Forrest

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Characterizing clinical pediatric obesity subtypes using electronic health record data by Elizabeth A. Campbell, Mitchell G. Maltenfort, Justine Shults, Christopher B. Forrest, Aaron J. Masino

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Characterizing clinical pediatric obesity subtypes using electronic health record data. by Elizabeth A Campbell, Mitchell G Maltenfort, Justine Shults, Christopher B Forrest, Aaron J Masino

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When Dialysis “Becomes Life”: Pediatric Caregivers' Lived Experiences Obtained From Patient-Reported Outcomes Measures by Daniella Levy Erez, Daniella Levy Erez, Daniella Levy Erez, Melissa R. Meyers, Melissa R. Meyers, Swathi Raman, Melissa Thomas, Susan Furth, Susan Furth, Christopher B. Forrest, Christopher B. Forrest, Michelle Denburg, Michelle Denburg

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Spatial accessibility to pediatric primary care in Philadelphia: an area-level cross sectional analysis by Abigail E. Mudd, Yvonne L. Michael, Steven Melly, Kari Moore, Ana Diez-Roux, Christopher B. Forrest

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A maturity grid assessment tool for learning networks by Carole Lannon, Christine L. Schuler, Michael Seid, Lloyd P. Provost, Sandra Fuller, David Purcell, Christopher B. Forrest, Peter A. Margolis

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Multi-Institutional Sharing of Electronic Health Record Data to Assess Childhood Obesity. by L Charles Bailey, David E Milov, Kelly Kelleher, Michael G Kahn, Mark Del Beccaro, Feliciano Yu, Thomas Richards, Christopher B Forrest

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Establishing the content validity of PROMIS Pediatric pain interference, fatigue, sleep disturbance, and sleep-related impairment measures in children with chronic kidney disease a... by Christopher B. Forrest, Kathryn D. Forrest, Jennifer L. Clegg, Anna de la Motte, Sandra Amaral, Andrew B. Grossman, Susan L. Furth

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Building Learning Health Systems to Accelerate Research and Improve Outcomes of Clinical Care in Low- and Middle-Income Countries. by Mike English, Grace Irimu, Ambrose Agweyu, David Gathara, Jacquie Oliwa, Philip Ayieko, Fred Were, Chris Paton, Sean Tunis, Christopher B Forrest

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Biologic Abatement and Capturing Kids’ Outcomes and Flare Frequency in Juvenile Spondyloarthritis (BACK-OFF JSpA): study protocol for a randomized pragmatic trial by Pamela F. Weiss, Cora E. Sears, Timothy G. Brandon, Christopher B. Forrest, Emily Neu, Melanie Kohlheim, Jenny Leal, Rui Xiao, Daniel Lovell

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Patient-reported outcomes in paediatric cancer survivorship: a qualitative study to elicit the content from cancer survivors and caregivers by Leslie L Robison, Melissa M Hudson, Jeanne A Pierzynski, Jennifer L Clegg, Jin-ah Sim, Christopher B Forrest, Justin N Baker, I-Chan Huang

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An efficient and accurate distributed learning algorithm for modeling multi-site zero-inflated count outcomes by Mackenzie J. Edmondson, Chongliang Luo, Rui Duan, Mitchell Maltenfort, Zhaoyi Chen, Kenneth Locke, Justine Shults, Jiang Bian, Patrick B. Ryan, Christopher B. Forrest, Yong Chen

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Development and evaluation of an EHR‐based computable phenotype for identification of pediatric Crohn's disease patients in a National Pediatric Learning Health System by Ritu Khare, Michael D. Kappelman, Charles Samson, Jennifer Pyrzanowski, Rahul A. Darwar, Christopher B. Forrest, Charles C. Bailey, Peter Margolis, Amanda Dempsey, And the PEDSnet Computable Phenotype Working Group

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Natural Language Processing and Machine Learning Methods to Characterize Unstructured Patient-Reported Outcomes: Validation Study by Zhaohua Lu, Jin-ah Sim, Jade X Wang, Christopher B Forrest, Kevin R Krull, Deokumar Srivastava, Melissa M Hudson, Leslie L Robison, Justin N Baker, I-Chan Huang

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Electronic health records identify timely trends in childhood mental health conditions by Josephine Elia, Kathleen Pajer, Raghuram Prasad, Andres Pumariega, Mitchell Maltenfort, Levon Utidjian, Elizabeth Shenkman, Kelly Kelleher, Suchitra Rao, Peter A. Margolis, Dimitri A. Christakis, Antonio Y. Hardan, Rachel Ballard, Christopher B. Forrest

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A machine learning-based phenotype for long COVID in children: An EHR-based study from the RECOVER program. by Vitaly Lorman, Hanieh Razzaghi, Xing Song, Keith Morse, Levon Utidjian, Andrea J Allen, Suchitra Rao, Colin Rogerson, Tellen D Bennett, Hiroki Morizono, Daniel Eckrich, Ravi Jhaveri, Yungui Huang, Daksha Ranade, Nathan Pajor, Grace M Lee, Christopher B Forrest, L Charles Bailey

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Stakeholder outcome prioritization in the Biologic Abatement and Capturing Kids' Outcomes and Flare Frequency in Juvenile Spondyloarthritis (BACK‐OFF JSpA) trial by Emily Neu, Cora Sears, Timothy Brandon, Melanie Kohlheim, Jenny Leal, Kweli Archie, English Holland, Miles Holland, Aamena Hameed, Asad Khan, Lynn Murphy, Sean Murphy, Antoinette Neu, Jerome Neu, Justin Neu, Rachel Richmond, Dylan Suplee, Theresa Suplee, Christopher B. Forrest, Pamela F. Weiss

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Spectrum of severity of multisystem inflammatory syndrome in children: an EHR-based cohort study from the RECOVER program by Suchitra Rao, Naimin Jing, Xiaokang Liu, Vitaly Lorman, Mitchell Maltenfort, Julia Schuchard, Qiong Wu, Jiayi Tong, Hanieh Razzaghi, Asuncion Mejias, Grace M. Lee, Nathan M. Pajor, Grant S. Schulert, Deepika Thacker, Ravi Jhaveri, Dimitri A. Christakis, L. Charles Bailey, Christopher B. Forrest, Yong Chen

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Stakeholder engagement infrastructure to support multicenter research networks: Advances from the clinical research networks participating in PCORnet by Elizabeth L. Cope, Kathleen M. McTigue, Christopher B. Forrest, Thomas W. Carton, Alecia M. Fair, Crispin Goytia, Joseph M. Harrington, Susan Lowe, J. Greg Merritt, Elizabeth A. Shenkman, William J. Stephens, Anna Templeton, Neely A. Williams, Nadine Zemon, Sarah Millender, Rebekah S. M. Angove

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Training the next generation of learning health system scientists by Paula M. Lozano, Meghan Lane‐Fall, Patricia D. Franklin, Russell L. Rothman, Ralph Gonzales, Michael K. Ong, Michael K. Gould, Timothy J. Beebe, Christianne L. Roumie, Jeanne‐Marie Guise, Felicity T. Enders, Christopher B. Forrest, Eneida A. Mendonca, Joanna L. Starrels, Urmimala Sarkar, Lucy A. Savitz, JeanHee Moon, Mark Linzer, James D. Ralston, Francis D. Chesley Jr.

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