Record W3038372317 · doi:10.1016/j.kint.2020.05.054

Establishing core outcome domains in pediatric kidney disease: report of the Standardized Outcomes in Nephrology—Children and Adolescents (SONG-KIDS) consensus workshops

2020· article· en· W3038372317 on OpenAlexaff

Camilla S. Hanson, Jonathan C. Craig, Charlotte Logeman, Aditi Sinha, Allison Dart, Allison A. Eddy, Chandana Guha, Debbie S. Gipson, Detlef Böckenhauer, Hui‐Kim Yap, Jaap W. Groothoff, Michael Zappitelli, Nicholas J.A. Webb, Stephen I. Alexander, Susan L. Furth, Susan Samuel, Alicia M. Neu, Andrea K. Viecelli, Angela Ju, Ankit Sharma, Eric Au, Hailey Desmond, Jenny I. Shen, Karine Manera, Karolis Ažukaitis, Louese Dunn, Simon Carter, Talia Gutman, Yeoungjee Cho, Amanda Walker, Anna Francis, Cheryl Sanchez-Kazi, Joshua Kausman, Meghan Pearl, Nadine Benador, Shobha Sahney, Allison Tong, Abhjit Guha, Adaobi Solarin, Adriana Platona, Alexander Hamilton, Alice Woods-Barnard, Alyssa Karathanas, Amanda Baumgart, Amelia Fielding, Amelia K. LePage, Amélie Bernier-Jean, Amy Kelly, Ana Teixeira, Andrea Matus, Andrew S. Narva, Angela Yee‐Moon Wang, Anna Fielding, Anthony Meza, Aria Fielding, Armando Teixeira‐Pinto, Arvind Bagga, Augustina Jankauskienė, Ayano Kelly, Barbara S. Gillespie, Bénédicte Sautenet, Beth A. Vogt, Bethany J. Foster, Bradley A. Warady, Bradley P. Dixon, Braden Manns, Brenda R. Hemmelgarn, Brittney Bscardark, Brooklyn Romeo, Carlos Meza, Carter Brockett, Chanel Prestidge, Charmaine Green, Christy Perkins, Claus Peter Schmitt, Craig Fielding, Craig Settee, Daniel Sumpton, Daniel Meza, Darien Karathanas, David C.H. Harris, David C. Wheeler, David K. Hooper, Denis F. Geary, Dieter Haffner, Djalila Mekahli, Dorota Drożdż, E. Roméo, Elaine Ku, Elaine Urbina, Elena Levtchenko, Elena Balovlenkov, Elisabeth M Hodson, E. Morales, Emma O’Lone, Emma Machuca, Emmah Carlton, Erin Olver, Fatima N. Mirza, Fiona Mackie, Francesca Tentori, Franz Schaefer, Gail Y. Higgins, Georges Deschênes, Georgia Plunkett, Gerilyn Yoder, Germaine Wong, Giselle Morales, Gregory G. Germino, Hayley Perkins, Harrison Mitchell-Smith, Helen Coolican, Hong Xu, Ifeoma Anochie, Il Soo Ha, Ira D. Davis, Isaac Liu, Israel Samaniego, Jaime Machuca, James Machuca, Jasmijn Kerklaan, Jeff Brockett, Jenna M. Norton, Jens Goebel, Jia Rao, Jimmy Machuca, Jo Mitchell-Smith, Jo Watson, John Gill, Joseph T. Flynn, Joshua Samuels, Justine Bacchetta, Kaleb Yoder, Katherine Twombley, K. McMichael, Kenji Ishikura, Kennedy Romeo, Kevin Settee, Kim Linh Van, Lachlan C. McMichael, Lany Trinh, Larry A. Greenbaum, Laura Sánchez, Leo Fielding, Lesley Rees, Leslie Lippincott, Levi Mejia-Saldivar, Lidia Saldivar, Lisa M. Guay‐Woodford, Lizett Samaniego, Lorraine Hamiwka, Lorraine Bell, Lucinda Barry, Luke Macauley, Luke R. Holmes, Madelynn Karathanas, Madison Mitchell-Smith, Mandy Walker, Manuel Benavides, Marcello Tonelli, María Ferris, Marina Vivarelli, Mark L. Wolfenden, Martin Howell, Martin Christian, Martin A. Schreiber, Marva Moxey‐Mims, Mary Leonard, Matthew Karathanas, Melissa Natatmadja, Melissa Brockett, Melvin Bonilla‐Félix, Meredith A. Atkinson, Michel Baum, Michelle N. Rheault, Mignon McCulloch, Mina Matsuda‐Abedini, Mini Michael, Mohammad Imran Khan, Mohammad Salih, M Carlton, Ngairre Plunkett, Nick Webb, Nicolas Larkins, Nicole Evangelidis, Nigel Yoder, Norma Esther García Meza, Paige Olver, Paiyton Carlton, Patrick D. Brophy, Peter Tugwell, Pierre Cochat, Rajnish Mehrotra, Raphael Wolfenden, Rasheed Gbadegesin, Raymond Benavides, Rebecca J. Johnson, Ricardo Morales, Richard McGee, R. David Fish, Robert Gardos, Roberto Pecoits‐Filho, Rocio Vargas, Rodolfo Saldivar, Rosanna Coppo, Rukshana Shroff, Rupesh Raina, Sajeda Youssouf, Sally Crowe, Samaya J. Anumudu, Samuel Chan, Sarah Baldacchino, Scott E. Wenderfer, Sebastian Wolfenden, Selah Carlton, Shanna Sutton, Shannon Murphy, Sharon Teo, Sheyma Salih, Silas Carlton, Simone Pearson, Simra Khan, Skyla Wilson, Sonia Sharma, Stephen D. Marks, Stephen M. Cornish, Stuart L. Goldstein, Susan R. Mendley, Susan Lippincott, Symone Charles, Terri Mitchell-Smith, Tess Harris, Thorsten Vetter, Tiffany Carlton, Timothy M. Carlton, Uwe Querfeld, Valeria Saglimbene, Virginia Charles, Wim Van Biesen, Wolfgang C. Winkelmayer, Yenissey Machuca, Yusuf Salih, Yo Han Anh, Zachary Perkins, Zeynab Salih

Bibliographic record

VenueKidney International · 2020

Typearticle

Languageen

FieldSocial Sciences

TopicDelphi Technique in Research

Canadian institutionsUniversity of CalgaryUniversity of British ColumbiaSickKids FoundationUniversity of ManitobaChildren's Hospital Research Institute of Manitoba

FundersNational Health and Medical Research CouncilMedical Research CouncilKidney Research UKPA Research Foundation

KeywordsMedicineKidney diseaseFamily medicineRelevance (law)NephrologyLimitingMEDLINEInclusion (mineral)DiseasePediatricsIntensive care medicineGerontologyInternal medicinePsychology

DOI10.1016/j.kint.2020.05.054

Abstract

fetched live from OpenAlex

No abstract in any covered source. Its absence is recorded, not treated as a negative.

No abstract. This is not a gap in this database; OpenAlex has none either. 23.3% of the frame is in this state, and the screen finds HALF as much metaresearch here, so the absence is a measured bias rather than a missing field.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.143

metaresearch head score (Gemma)0.104

Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated

Candidate categoriesMetaresearch

Consensus categoriesnone

DomainCandidate signal: Methods · Consensus signal: none

Study designCandidate signal: Qualitative · Consensus signal: none

GenreCandidate signal: Empirical · Consensus signal: Empirical

Teacher disagreement score0.857

Threshold uncertainty score0.759

Distilled classifier scores by category (both heads)

Category	Codex	Gemma
Metaresearch	0.143	0.104
Meta-epidemiology (narrow)	0.001	0.001
Meta-epidemiology (broad)	0.002	0.002
Bibliometrics	0.003	0.002
Science and technology studies	0.003	0.001
Scholarly communication	0.002	0.002
Open science	0.002	0.009
Research integrity	0.001	0.003
Insufficient payload (model declined to judge)	0.001	0.000

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 head0.067

GPT teacher head0.399

Teacher spread0.332 · 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