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Record W1990148278 · doi:10.1097/brs.0000000000000669

Outcomes of Bracing in Juvenile Idiopathic Scoliosis Until Skeletal Maturity or Surgery

2014· article· en· W1990148278 on OpenAlexaff
Amir Khoshbin, Liora Caspi, Peggy W. Law, Sandra Donaldson, Derek Stephens, Trevor da Silva, Catharine S. Bradley, James G. Wright

Bibliographic record

VenueSpine · 2014
Typearticle
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsUniversity of TorontoHospital for Sick ChildrenInstitute for Clinical Evaluative SciencesSickKids Foundation
Fundersnot available
KeywordsMedicineScoliosisBraceCobb angleBracingRetrospective cohort studyJuvenileSurgery

Abstract

fetched live from OpenAlex

In Brief Study Design. Retrospective comparative study. Objective. To evaluate the outcome of bracing in patients with juvenile idiopathic scoliosis (JIS) at either skeletal maturity or time of scoliosis surgery. Summary of Background Data. JIS is generally thought to have poor outcomes with high rates of surgical fusion. Methods. All patients with JIS between the ages of 4 and 10 years treated with a brace at the Hospital for Sick Children (SickKids) between 1989 and 2011 were eligible. Data were collected from patient health records until either 2 years after skeletal maturity or date of surgery. Results. The average age at diagnosis of 88 patients with JIS was 8.4 ± 1.4 years, with a female to male ratio of approximately 8:1. Pretreatment, Risser score was zero for 80 patients (91%); 72 (92%) of the females were premenarche; and primary Cobb angles ranged from 20° to 71°. Of the 88 patients, 60 (68%) had used a thoracolumbosacral orthosis exclusively; 28 (32%) patients used “other braces” (Milwaukee, Charleston, or a combination of braces), with an average treatment duration of 3.6 ± 1.9 years. As per Scoliosis Research Society definitions, a “non–curve-progression” (≤5° change) group consisted of 25 (28%) patients; and a “curve-progression” group consisted of 63 (72%) patients where the curve had progressed 6° or more. Of the 88 patients, 44 (50%) underwent surgery. The operative rate was higher for patients with curves 30° or more than those with curves 20° to 29° prior to brace treatment (37/58 [64%] vs. 7/30 [23%], respectively; P = 0.001); other braces compared with thoracolumbosacral orthosis (19/28 [68%] vs. 25/60 [42%], respectively; P = 0.02); Lenke I and III curves compared with Lenke VI curves (33/54 [61%] vs. 2/14 [14%], respectively; P = 0.007). Level of Evidence: 3 Of a total of 88 patients, only 50% of patients with juvenile idiopathic scoliosis treated with bracing required surgery and 28% of curves did not progress. Full compliance with thoracolumbosacral orthosis brace treatment for with curves that are less than 30° and more “malleable,” may slow curve progression and decrease the need for scoliosis surgery.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.002
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.028
GPT teacher head0.301
Teacher spread0.273 · 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 designObservational
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

Citations19
Published2014
Admission routes1
Has abstractyes

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