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Record W2073194656 · doi:10.3810/psm.2012.09.1979

Physical Activity, Physical Fitness, and Exercise Therapy in Children with Juvenile Idiopathic Arthritis

2012· review· en· W2073194656 on OpenAlexaff
Kristin Houghton

Bibliographic record

VenueThe Physician and Sportsmedicine · 2012
Typereview
Languageen
FieldMedicine
TopicAutoimmune and Inflammatory Disorders Research
Canadian institutionsBC Children's HospitalUniversity of British Columbia
Fundersnot available
KeywordsMedicineArthritisPhysical therapyDeconditioningPhysical fitnessExercise prescriptionAnaerobic exerciseAerobic exercisePhysical strengthPhysical exerciseQuality of life (healthcare)Physical medicine and rehabilitationInternal medicine

Abstract

fetched live from OpenAlex

Arthritis in childhood can be associated with low levels of physical activity and poor physical fitness. Children with arthritis may have decreased aerobic and anaerobic fitness, muscle weakness, low bone mass, and low bone strength. Suboptimal physical activity and exercise capacity may contribute to further deconditioning and disability, placing children with arthritis at risk for poor health outcomes. Recent studies suggest that exercise therapy is safe and does not worsen arthritis. Exercise therapy may improve function, quality of life, and physical fitness. However, little is known about the exercise prescription that is most effective to improve clinical outcomes in children with arthritis. This article reviews the current literature on physical activity, physical fitness, and exercise therapy in children with juvenile idiopathic arthritis.

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 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)0.000
metaresearch head score (Gemma)0.001
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.003
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0030.003
Science and technology studies0.0000.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.001

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 head0.026
GPT teacher head0.311
Teacher spread0.285 · 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 source (direct Gemma or distilled Codex), 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

Citations23
Published2012
Admission routes1
Has abstractyes

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