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Record W2528145602 · doi:10.3899/jrheum.160074

Management of Juvenile Idiopathic Arthritis 2015: A Position Statement from the Pediatric Committee of the Canadian Rheumatology Association

2016· review· en· W2528145602 on OpenAlexaffvenueabout
Tania Cellucci, Jaime Guzmán, Ross E. Petty, Michelle Batthish, Susanne M. Benseler, Janet Ellsworth, Kristin Houghton, Claire LeBlanc, Adam M. Huber, Nadia Luca, Heinrike Schmeling, Natalie J. Shiff, Gordon S. Soon, Shirley M. L. Tse

Bibliographic record

VenueThe Journal of Rheumatology · 2016
Typereview
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsUniversity of TorontoDalhousie UniversityUniversity of SaskatchewanUniversity of AlbertaMcGill UniversityUniversity of CalgaryWestern UniversityUniversity of British ColumbiaMcMaster University
Fundersnot available
KeywordsMedicineRheumatologyReferralFamily medicinePediatricsArthritisDiseaseInternal medicinePhysical therapy

Abstract

fetched live from OpenAlex

The medical management of juvenile idiopathic arthritis (JIA) and its complications has undergone significant changes in the last decade, a result largely of the introduction of biologics and increased availability of expertise in the diagnosis and management of rheumatic diseases in children and adolescents. The result is that clinical outcome has improved and complete disease control can often be achieved1. In 2010, the British Society for Paediatric and Adolescent Rheumatology (BSPAR) proposed guidelines for the optimal management of children and adolescents with JIA2. This advocacy statement emphasizes the importance of empowering children and their caregivers, facilitating early detection of JIA, prompt referral to a team of health professionals who are expert in the diagnosis and management of childhood rheumatic diseases, prompt access to all appropriate pharmacologic and biologic therapies, and regular followup and monitoring. The Canadian Wait Time Alliance sets acceptable wait times as 4 weeks in children with JIA, other than systemic onset JIA, and within 7 days of disease onset for children with systemic onset JIA. Screening for asymptomatic uveitis should take place within 4 weeks of the diagnosis of JIA3. Ideally, children and adolescents with JIA should be managed by a team of health professionals with training and experience in pediatric rheumatology given … Address correspondence to Dr. R.E. Petty, Division of Rheumatology, Department of Pediatrics, University of British Columbia, British Columbia’s Children’s Hospital, 4480 Oak St., Room K4-114, Vancouver, British Columbia V6H 3V4, Canada; E-mail: rpetty{at}cw.bc.ca

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)0.004
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: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.781
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0040.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0030.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.000
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 head0.019
GPT teacher head0.302
Teacher spread0.283 · 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 designNot applicable
Domainnot available
GenreReview

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

Citations28
Published2016
Admission routes3
Has abstractyes

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