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Consensus on the definitions and descriptions of the domains of the OMERACT Core Outcome Set for shared decision making interventions in rheumatology trials
Simon Décary, Maarten de Wit, Florian Naye, Jennifer L. Barton, Liana Fraenkel, Linda Li, Peter Brooks, Dawn Stacey, Lara Maxwell, Willemina Campbell, C. Richard Hofstetter, Marieke Voshaar, Alexa Meara, Robin Christensen, Annelies Boonen, María E. Suarez‐Almazor, Tanya Meade, Lyn March, Janet Jull, Rieke Alten, Esi M. Morgan, Glen Hazlewood, Claire Barber, Françis Guillemin, Yasser El Miedany, Shikha Mittoo, Tiffany Westrich Robertson, Susan J. Bartlett, Jasvinder A. Singh, Melissa L. Mannion, Samah Ismail Nasef, Anne Boel, Adewale Adebajo, Laurent Arnaud, Tiffany K. Gill, Ellen Moholt, Jennifer Burt, Arundathi Jayatilleke, Ihsane Hmamouchi, Dorthe B. Berthelsen, Francisco J. Blanco, Kate Mather, Ajesh B. Maharaj, Saurab Sharma, Francesco Caso, Dorcas Beaton, Beverly Shea, Christopher Fong, Anthony P. Fernandez, Sarah Mackie, Elena Nikiphorou, C Allyson Jones, Regina Greer-Smith, Victor S. Sloan, Akpabio Akpabio, Vibeke Strand, Rebecca Rachael Lee, Valerie Umaefulam, Sara Monti, Nouran Abaza, Grayson Schultz, Simon Stones, Laure Gossec, Sabrina Mai Nielsen, Sabrina Cavallo, Hemalatha Srinivasalu, Deb Constien, Vicki Evans, Peter Tugwell, Karine Toupin‐April
Bibliographic record
VenueSeminars in Arthritis and Rheumatism · 2024
Typearticle
Languageen
FieldSocial Sciences
TopicDelphi Technique in Research
Canadian institutionsChildren's Hospital of Eastern OntarioUniversité de MontréalCentre for Interdisciplinary Research in RehabilitationGeorge & Fay Yee Centre for Healthcare InnovationWinnipeg Regional Health AuthorityUniversity of AlbertaWiLAN (Canada)Newfoundland and Labrador Centre for Applied Health ResearchInstitute for Work & HealthUniversity of CalgaryMcGill University Health CentreUniversity of OttawaArthritis Research Centre of CanadaCentre Hospitalier Universitaire de SherbrookeUniversity of British ColumbiaToronto Western HospitalUniversity Health NetworkOttawa HospitalBruyèreResearch CanadaCentre Intégré Universitaire de Santé et de Services Sociaux du Centre-Sud-de-l'Île-de-MontréalQueen's UniversityUniversité de Sherbrooke
FundersCanadian Rheumatology AssociationOntario Ministry of Economic Development, Job Creation and TradeNational Institute of Arthritis and Musculoskeletal and Skin DiseasesVersus ArthritisMinistero dello Sviluppo EconomicoLa Trobe UniversityArthritis SocietyChildhood Arthritis and Rheumatology Research AllianceParker Institute for Cancer ImmunotherapyNational Institutes of HealthVasculitis UKUniversity of OttawaCanadian Institutes of Health ResearchOak Foundation
KeywordsMedicineOutcome (game theory)Psychological interventionRheumatologyCore (optical fiber)Set (abstract data type)Internal medicineMEDLINEFamily medicineMedical physicsNursing
Abstract
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 distilled prediction
Teacher imitationNot 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)0.005
metaresearch head score (Gemma)0.007
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Theoretical or conceptual · Consensus signal: Theoretical or conceptual
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.218
Threshold uncertainty score0.880
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.005 | 0.007 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 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 head0.387
GPT teacher head0.495
Teacher spread0.108 · how far apart the two teachers sit on this one work
Validation status
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
The models applied no category: nothing in the taxonomy fit this work.
Study designTheoretical or conceptual
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".
Quick stats
Citations6
Published2024
Admission routes2
Has abstractno