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Record W4401982317 · doi:10.2106/jbjs.cc.24.00194

Progressive Distal Radius Deformity in Juvenile Idiopathic Arthritis

2024· article· en· W4401982317 on OpenAlexaff
Vincent Roy, Patrick Thornley, Kevin Morash, Roberta Berard, Debra Bartley, Timothy P. Carey

Bibliographic record

VenueJBJS Case Connector · 2024
Typearticle
Languageen
FieldMedicine
TopicOrthopedic Surgery and Rehabilitation
Canadian institutionsChildren’s Health Research InstituteLondon Health Sciences CentreWestern University
Fundersnot available
KeywordsJuvenileDeformityArthritisRADIUSMedicineAnatomyOrthodonticsSurgeryBiologyInternal medicineComputer scienceGeneticsComputer security

Abstract

fetched live from OpenAlex

CASE: We report a case of progressive angular deformity of the left wrist in a 4-year-old girl with a 2-year history of juvenile idiopathic arthritis (JIA)-oligoarthritis subtype (<4 joints affected) with inflammatory extensor tenosynovitis affecting the left wrist, who underwent a left distal radius osteotomy with tricortical allograft for angular correction and functional recovery. Six years postoperatively, the patient demonstrates a near-anatomic left wrist and has recovered full range of motion and function. CONCLUSION: This case demonstrates how rare clinically devastating angular deformities in JIA may safely and effectively be surgically managed to promote normal, long-term, extremity function.

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: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.008

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.000
Open science0.0010.001
Research integrity0.0020.001
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 head0.013
GPT teacher head0.280
Teacher spread0.267 · 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 designCase report
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

Citations0
Published2024
Admission routes1
Has abstractyes

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