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Record W4415647370 · doi:10.3390/jpm15110506

Traditional Growth-Friendly Implants Result in Improved Health-Related Quality of Life in Cerebral Palsy Patients with Early-Onset Scoliosis

2025· article· en· W4415647370 on OpenAlexafffund
Nicholas J. Buckler, Margaret Man‐Ger Sun, Mason Al Nouri, Jason Howard, Majella Vaughan, Tricia St. Hilaire, Hiroko Matsumoto, Paul D. Sponseller, John T. Smith, George H. Thompson

Bibliographic record

VenueJournal of Personalized Medicine · 2025
Typearticle
Languageen
FieldMedicine
TopicCerebral Palsy and Movement Disorders
Canadian institutionsIzaak Walton Killam Health CentreDalhousie University
FundersDalhousie University
KeywordsCerebral palsyScoliosisQuality of life (healthcare)ImplantSignificant differenceMean difference

Abstract

fetched live from OpenAlex

Background/Objectives: In an effort to promote personalized medicine, the purpose was to (1) analyze health-related quality of life (HRQoL) in cerebral palsy (CP) patients treated with growth-friendly implants for early-onset scoliosis (EOS), and (2) compare traditional implants (traditional growing rods [TGRs], VEPTR) with magnetically controlled growing rods (MCGRs). Methods: Twenty-four patients with CP and EOS were identified from an international multicenter database. Mean EOSQ-24 domain and total scores and absolute differences from pre-index surgery to the minimum two-year follow-up were compared. Results: For all patients: Pre-index surgery EOSQ-24 total score: 48.9 vs. follow-up: 53.8. Follow-up scores were greater than at pre-op for 10 of the 12 domains, with the only significant difference being activities of daily living. Growth-friendly implants had positive absolute differences for 8 of the 12 domains and in the total score. Nine traditional implant patients had a pre-index surgery EOSQ-24 total of 45.8 points, while 15 MCGRs patients had a score of 50.8 points. At follow-up, traditional implant patients had greater scores than at pre-index surgery for all 12 domains, with total score of 55.1 points, and positive absolute differences for all domains (non-significant). MCGRs had greater scores than at pre-index surgery for six domains, with a total score of 53.1 points (non-significant), and positive absolute differences for seven domains. Traditional implants had a significantly greater absolute difference for emotion than MCGRs (p = 0.030). Conclusions: At the minimum two-year follow-up, CP patients had small, but statistically non-significant, improvements in HRQoL following growth-friendly surgery. Compared to MCGRs, traditional implants provided a modest additional benefit in HRQoL.

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)0.002
metaresearch head score (Gemma)0.001
Version: codex-gemma-dda1882f352aValidation 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 score0.042
Threshold uncertainty score0.716

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.001
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
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 head0.029
GPT teacher head0.303
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 teacher head, 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

Citations0
Published2025
Admission routes2
Has abstractyes

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