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Record W4414228482 · doi:10.2106/jbjs.25.00186

Spinal Fusion in Patients with GMFCS IV or V Cerebral Palsy: Durable Correction and Lasting Quality of Life Improvements

2025· article· en· W4414228482 on OpenAlexaff
Arun R. Hariharan, Michael W. Brown, Tracey P. Bastrom, Craig R. Louer, John S. Vorhies, Robert H. Cho, Paul D. Sponseller, Stefan Parent, Suken A. Shah, Patrick J. Cahill, Joshua M. Pahys, Vidyadhar V. Upasani, Baron S. Lonner, Peter O. Newton, Amer F. Samdani, Firoz Miyanji

Bibliographic record

VenueJournal of Bone and Joint Surgery · 2025
Typearticle
Languageen
FieldMedicine
TopicScoliosis diagnosis and treatment
Canadian institutionsBC Children's HospitalCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsQuality of life (healthcare)MEDLINELife qualityGaitDisease

Abstract

fetched live from OpenAlex

BACKGROUND: Understanding outcomes of spinal fusion (SF) in children with cerebral palsy (CP) beyond the short term is important to determine efficacy and durability. This study examined complications, unplanned returns to the operating room (UPROR), and radiographic and clinical outcomes after SF in children with CP. METHODS: Patients with GMFCS IV or V CP who had been followed for a minimum of 5 years after SF were identified in a prospective multicenter database and analyzed. The major Cobb angle and pelvic obliquity (PO) were recorded. Data regarding complications and any UPROR were collected prospectively. The Caregiver Priorities and Child Health Index of Life with Disabilities (CPCHILD) questionnaire was completed preoperatively and at 2 and 5 years postoperatively. Data were analyzed using a generalized estimating equation (GEE), repeated-measures analysis of variance (RM-ANOVA), and the Kaplan-Meier method. RESULTS: One hundred and eighty-nine patients (mean age, 13.4 ± 2.7 years; 94 male and 95 female; 45% White, 24% Hispanic, 16% Black, and 4% Asian as self-reported) were included in the study. The preoperative Cobb angle (82.8° ± 23.0°) was improved at 2 years (29.9° ± 16.2°; p < 0.001), and the improvement was maintained at 5 years (30.2° ± 17.0°; p = 0.284). The preoperative PO (27.4° ± 15.6°) was improved at 2 years (9.7° ± 9.1°; p < 0.001), and the improvement was maintained at 5 years (9.9° ± 9.8°; p = 0.997). There were 46 patients (24.3%) with major complications and 25 patients (13.2%) who required UPROR, mostly within the first year. The probability of remaining free of major complications and of having no UPROR at 5 years was >75% and >87%, respectively. Improvements in CPCHILD scores were observed at 2 years and remained improved at 5 years compared with baseline. RM-ANOVA demonstrated no significant differences in the change in scores over time in patients with complications or UPROR compared with those who did not. Those with complications or UPROR showed no evidence of a major decline in CPCHILD scores. CONCLUSIONS: SF resulted in durable radiographic correction and sustained improvements in caregiver-reported quality of life over a minimum of 5 years. Patients with major complications or UPROR showed no deterioration in CPCHILD scores. These findings support SF as an effective treatment option for appropriately selected patients with GMFCSIV or V CP. LEVEL OF EVIDENCE: Therapeutic Level IV . See Instructions for Authors for a complete description of levels of evidence.

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)0.002
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 score0.003
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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 head0.034
GPT teacher head0.285
Teacher spread0.251 · 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".

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Citations0
Published2025
Admission routes1
Has abstractyes

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