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Record W4282962246 · doi:10.1093/rheumatology/keac335

Trajectories of disease activity in patients with JIA in the Childhood Arthritis and Rheumatology Research Alliance Registry

2022· article· en· W4282962246 on OpenAlexaff
Natalie J. Shiff, Peter Shrader, C. Correll, Anne Dennos, Thomas Phillips, Timothy Beukelman, Nick Abel, Khalid Abulaban, Anne Adams, Matthew Adams, R. Agbayani, Joan Aiello, Shoghik Akoghlanian, C. Alejandro, E Allenspach, Risa Alperin, M. Alpizar, Gil Amarilyo, William G Ambler, Eric Anderson, S Ardoin, Sergio Armendariz, Emma H. Baker, Imelda Balboni, Stephen J. Balevic, L. Ballenger, S. Ballinger, Nayimisha Balmuri, Fatima Barbar‐Smiley, L. Barillas-Arias, Matthew L. Basiaga, Kevin Baszis, Mara L. Becker, H. Bell-Brunson, E. Beltz, Heather Benham, Susanne M. Benseler, William Bernal, Tarin M. Bigley, Bryce A. Binstadt, C Black, M. Blakley, John F. Bohnsack, Jason W Boland, Alexis Boneparth, Simon Bowman, C Bracaglia, Ellena Brooks, M. Brothers, A. G. P. Brown, Hermine I. Brunner, Michael Buckley, Hülya Bükülmez, Delia Bullock, Bonnie Cameron, Scott Canna, Lisa Cannon, P. Carper, Victoria W Cartwright, Erin L. Cassidy, L. Cerracchio, E. Chalom, Joyce C. Chang, A. Chang-Hoftman, Vishal Chauhan, Peter Chira, T. Chinn, K. Chundru, H. Clairman, Dominic O. Co, A. Confair, Hugh D. Conlon, Robert Connor, Ashley M. Cooper, Jeremy Cooper, Sara Cooper, R. Corvalan, Dino G. Costanzo, Randy Q. Cron, L. Curiel-Duran, T. Curington, Matthew D. Curry, Annette Dalrymple, Adrienne L. Davis, Christopher Davis, T. Davis, Fabrizio De Benedetti, Deirdre De Ranieri, Justin M. Dean, Fatma Dedeoğlu, Marietta DeGuzman, N. Delnay, V. Dempsey, E. DeSantis, Tania Z. Dickson, J. T. Dingle, Brittany Donaldson, E. Ray Dorsey, Simon Dover, James J. Dowling, Janet Drew, K. Driest, Qing Du, Kévin Duarte, D. Durkee, Eric Duverger, Jeffrey Dvergsten, A. Eberhard, Matthew J. Eckert, Kaleo Ede, Barbara Edelheit, Cuoghi Edens, Y. Edgerly, Melissa E. Elder, B. Ervin, S. Fadrhonc, C. Failing, Douglas Fair, M G Falcon, Laure Favier, Silvia Federici, Brian M. Feldman, Jill Fennell, Ian T. Ferguson, Polly J. Ferguson, Bruno Ferreira, R. Ferrucho, Kara G. Fields, Terri H. Finkel, Maria Fitzgerald, Craig Fleming, Orla Flynn, L. Fogel, Elizabeth Fox, Megan E. Fox, Leticia Franco, Michele Freeman, Kelly Fritz, S Froese, R Fuhlbrigge, J. Fuller, Nebu Abraham George, Kerstin Gerhold, Dana Gerstbacher, Mark Gilbert, Miriah Gillispie‐Taylor, E. Giverc, Chetna Godiwala, Y. Ingrid Goh, Haseeb Goheer, Donald P. Goldsmith, E C Gotschlich, Alisa Gotte, Beth S. Gottlieb, Carlos Esteban Gracia, T.P. Graham, Sriharsha Grevich, T A Griffin, John Griswold, Alexei A. Grom, Myriam Guevara, P. Guittar, Marietta M. de Guzman, Marlene Hager, Taeho Hahn, Olha Halyabar, E. Hammelev, M. Hance, A.L. Hanson, Liora Harel, Sergio Haro, Jocelyn E. Harris, Onengiya Harry, E. Hartigan, Jonathan S. Hausmann, Alastair D Hay, Kristen Hayward, J. Heiart, K. Hekl, L Henderson, Michael Henrickson, Alexander Hersh, Kathleen T. Hickey, P. Hill, S. Hillyer, Linda T. Hiraki, M. Hiskey, Patricia M. Hobday, C. Hoffart, Michael J. Holland, M. Hollander, Seokchan Hong, Mitchell E. Horwitz, Joyce Hsu, Adam M. Huber, John T. Huggins, Joyce Hui‐Yuen, Christina Hung, J. Huntington, Anna Huttenlocher, Maria Ibarra, Lisa F. Imundo, Charlotte Inman, Antonella Insalaco, Annette M. Jackson, Shaun W. Jackson, Karen James, Ginger Janow, J. Jaquith, S. Jared, Nicole Johnson, Jordan T. Jones, Karla Jones, Susan Jones, S. Joshi, Lawrence Jung, C Justice, A. Justiniano, N. Karan, Katherine Kaufman, Andrew H. Kemp, Elizabeth A. Kessler, U. Khalsa, Bernadette Kienzle, S. Kim, Yuki Kimura, D. Kingsbury, Maleewan Kitcharoensakkul, T. Klausmeier, K. E. Klein, Marisa Klein‐Gitelman, Breanna Kompelien, A. Kosikowski, Leonard K. Kovalick, J. Kracker, Sara Kramer, Christine Kremer, Jennifer C. Lai, Joseph M. Lam, Bianca Lang, Sivia Lapidus, Brittany Lapin, A. Lasky, David W. Latham, Erica Lawson, Ronald M. Laxer, Peter Lee, T Lee, Laura Lentini, Michael I. Lerman, Deborah M. Levy, Shao Li, Scott M. Lieberman, Li Hong Idris Lim, Chien‐Heng Lin, Nicholas Ling, Melissa Lingis, Mei‐Chen Lo, Daniel J. Lovell, D. Lowman, Nadia Luca, S. Lvovich, Cindee Madison, James R. Madison, Bijaya Malla, James L. Maller, Mary J. Malloy, M.C. Mannion, C. Manos, Luiz Paulo José Marques, A. Martyniuk, Thomas G. Mason, S. Mathus, Lindy McAllister, K McCarthy, Kerrie McConnell, Emma McCormick, Deborah McCurdy, P. McCurdy Stokes, Sarayna S. McGuire, Ian G. McHale, A. McMonagle, C. McMullen-Jackson, Esra Meidan, Elizabeth Mellins, Erika Mendoza, Rubén Mercado, A.D. Merritt, L. Michalowski, Päivi Miettunen, Michael Miller, Diana Milojevic, Emily Mirizio, E. Misajon, Melissa Mitchell, Renee Modica, Shalini Mohan, Kirsten Moore, L. Nandini Moorthy, Sarah E. Morgan, Esi Morgan DeWitt, Charlotte Moss, Takoua Moussa, V. Mruk, Aron J. Murphy, Eyal Muscal, Robert B. Nadler, B. Nahal, Kavita Nanda, N. Nasah, Lorien Nassi, Simona Nativ, M Natter, Jessica Neely, Becky Baltich Nelson, L. Newhall, Lawrence C. Ng, Joseph A. Nicholas, Rebecca Nicolai, Peter A. Nigrović, James J. Nocton, Beatrice Nolan, Edward J. Oberle, Berta Obispo, B O’Brien, Timothy O’Brien, Oluchukwu Perpetual Okeke, M. F. Oliver, Julie S. Olson, Kathleen M. O’Neil, Karen Onel, Ahmad Orandi, Maria Orlando, Shirley‐Ann Osei‐Onomah, R. Oz, Ermenegilda Pagano, Amy S. Paller, Nancy Pan, S. Panupattanapong, Manuela Pardeo, José María Rubio Paredes, Andrew S. Parsons, Jay Patel, K. Pentakota, Peri H. Pepmueller, T. Pfeiffer, K. Phillippi, Denise Pires Marafon, Lori Ponder, Rajdeep Pooni, Sampath Prahalad, Steven Pratt, S. Protopapas, B. Puplava, Jon Quach, M. Quinlan-Waters, C. Egla Rabinovich, S. Radhakrishna, J. Rafko, J. Raisian, Alexandria Rakestraw, Cristián Ramírez, Euan Ramsay, Scott D. Ramsey, Rebecca Randell, H L Reid, K. Remmel, A. Repp, Álvaro Reyes, Ann Richmond, Meredith Riebschleger, Sarah Ringold, Margaret Riordan, Mona Riskalla, Merrill A. Ritter, R. Rivas-Chacon, Angela Byun Robinson, E. Rodela, Manuela Rodriquez, K Rojas, Tova Ronis, Margalit Rosenkranz, Bonnie Rosolowski, H. Rothermel, Deborah Rothman, E. Roth-Wojcicki, Kelly Rouster‐Stevens, Tamar B. Rubinstein, Nicola Ruth, Nivene Saad, Susan Sabbagh, Emanuela Sacco, R Sadun, Christy Sandborg, Aliu Sanni, Leandro Rodrigues Santiago, Aliese Sarkissian, S Savani, Lisabeth V. Scalzi, Laura E. Schanberg, S. Scharnhorst, Kenneth N. Schikler, Amanda R. Schlefman, Heinrike Schmeling, Kara Schmidt, E Schmitt, Raphaël Schneider, K. Schollaert-Fitch, Grant S. Schulert, Turner W. Seay, C. Seper, J. Shalen, Raymond F. Sheets, A. Shelly, Susan Shenoi, Kainaat Shergill, J. S. Shirley, Michael Shishov, C Shivers, Earl D. Silverman, Nora G. Singer, Vidya Sivaraman, J. Sletten, Andrew Smith, Carolyn E. Smith, Jonathan P. Smith, Emily A. Smitherman, J Soep, Min‐Jeong Son, S Spence, Lynn Spiegel, J. Spitznagle, R Sran, Hemalatha Srinivasalu, H. Stapp, Kristin Steigerwald, Y. Sterba Rakovchik, Steven H. Stern, Anna Stevens, Bruce R. Stevens, Robin Stevenson, K. Stewart, Christoph Stingl, Jamie Stokes, Matthew L. Stoll, Elizabeth Stringer, ST Sule, Jennifer A. Sumner, Robert P. Sundel, M. E. Sutter, Reema Syed, Grant Syverson, Ann Marie Szymanski, Stephen Taber, R. Tal, Ajay Tambralli, Amit Taneja, Tamara Tanner, S. Tapani, G. Tarshish, Stacey E. Tarvin, Les Tate, Alysha J. Taxter, Janalee Taylor, Michael A. Terry, Melissa Tesher, Akaluck Thatayatikom, Bethan Thomas, Kimberly Tiffany, T Ting, A. Tipp, D. Toib, Kathryn S. Torok, C. Toruner, Heather Tory, M. Toth, Shirley M. L. Tse, V. Tubwell, Marinka Twilt, S. Uriguen, T. Valcarcel, Heather Van Mater, L. Vannoy, Cherian Varghese, Nestor Vasquez, Kathleen M. Vazzana, Richard K. Vehe, Keila Veiga, J Velez, James Verbsky, G. Vilar, Nicholas J. Volpe, Emily von Scheven, Samir Vora, Julian Wagner, Linda Wagner‐Weiner, Dawn M. Wahezi, H. Waite, J. Walker, Heather Walters, Theresa Wampler Muskardin, L. Waqar, Michael Waterfield, Marion Watson, Amber Watts, Peter Weiser, Jennifer E. Weiss, Pamela F. Weiss, Elisa Wershba, Andrew J. White, Calvin B. Williams, Aaron Wise, Jennifer M. P. Woo, Leandra Woolnough, Tracey Wright, Eveline Y. Wu, Ali Yalçindağ, Matthew Yee, Eugene F. Yen, Rae S. M. Yeung, Kunihiko Yomogida, Qingzhao Yu, Reyna Estela Vega Zapata, A. Zartoshti, Andrew Zeft, R. Zeft, Yuan‐Ting Zhang, Yongdong Zhao, Alice Zhu, C. Zic

Bibliographic record

VenueLara D. Veeken · 2022
Typearticle
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsUniversity of Saskatchewan
FundersChildhood Arthritis and Rheumatology Research Alliance
KeywordsMedicineRheumatologyInternal medicineArthritisDiseasePhysical therapy

Abstract

fetched live from OpenAlex

OBJECTIVE: To describe 2-year trajectories of the clinical Juvenile Arthritis Disease Activity Score, 10 joints (cJADAS10) and associated baseline characteristics in patients with JIA. METHODS: JIA patients in the Childhood Arthritis and Rheumatology Research Alliance Registry enrolled within 3 months of diagnosis from 15 June 2015 to 6 December 2017 with at least two cJADAS10 scores and 24 months of follow-up were included. Latent growth curve models of cJADAS10 were analysed; a combination of Bayesian information criterion, posterior probabilities and clinical judgement was used to select model of best fit. RESULTS: Five trajectories were identified among the 746 included patients: High, Rapidly Decreasing (HRD) (n = 199, 26.7%); High, Slowly Decreasing (HSD) (n = 154, 20.6%); High, Increasing (HI) (n = 39, 5.2%); Moderate, Persistent (MP) (n = 218, 29.2%); and Moderate, Decreasing (MD) (n = 136, 18.2%). Most patients spent a significant portion of time at moderate to high disease activity levels. At baseline, HSD patients were more likely to be older, have a lower physician global assessment, normal inflammatory markers, longer time to first biologic, and have taken systemic steroids compared with HRD. Those with a HI trajectory were more likely to be ANA negative, have a longer time to first biologic, and less likely to be taking a conventional synthetic DMARD compared with HRD. MP patients were more likely to be older with lower household income, longer time to diagnosis, and markers of higher disease activity than those with a MD trajectory. CONCLUSIONS: Five trajectories of JIA disease activity, and associated baseline variables, were identified.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.005
Threshold uncertainty score0.286

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.017
GPT teacher head0.287
Teacher spread0.270 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
Domainnot available
GenreEmpirical

How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".

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Citations3
Published2022
Admission routes1
Has abstractyes

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