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Record W7106119641 · doi:10.1016/j.inat.2025.102150

Consult and kyphoplasty delay impacts on geriatric vertebral compression fracture outcomes

2025· article· en· W7106119641 on OpenAlexaff

Bibliographic record

VenueInterdisciplinary Neurosurgery · 2025
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsHamilton General HospitalMcMaster University
Fundersnot available
KeywordsRadiographyRadiological weaponVertebral compression fractureRetrospective cohort studyDeformityCohortLumbar

Abstract

fetched live from OpenAlex

To determine the association between the delay in a neurosurgical consultation and subsequent kyphoplasty following the radiological diagnosis of a vertebral compression fracture (VCF), and surgical outcomes. A retrospective cohort study was conducted on elderly patients (60 years or older) who underwent kyphoplasty at Hamilton Health Sciences (HHS) between 2012 and 2022, with a prior admission under Internal Medicine or non-spine-surgical specialties at HHS within two years prior to surgery. The primary outcomes were the progression of vertebral height loss and focal kyphotic deformity at diagnosis, prior to kyphoplasty, and post-kyphoplasty. The study included 108 patients (53.7 % female, 46.3 % male, mean age 70.5 years), with 119 surgeries. Thoracic and lumbar spine VCFs were present in 60 (55.6 %) and 76 (70.4 %) patients, respectively. A significant increase in vertebral height loss was observed before kyphoplasty (8.45 %; 95 % CI 4.70 % – 12.21 %, p < 0.0001) and a robust augmentation of vertebral height was observed after kyphoplasty (−6.81 %; 95 % CI −12.07 % – −1.55 %, p = 0.0122). However, no significant correlations were found between delay times and changes in vertebral height or focal kyphotic deformity. Delays in neurosurgical consultation and kyphoplasty do not significantly affect radiographic outcomes in elderly patients with VCF. Despite restoration of vertebral height loss, the timing of intervention post-diagnosis does not influence the radiographic outcomes studied. This finding emphasizes the need for timely patient care while suggesting that delayed treatment might not adversely affect certain key radiographic metrics in elderly VCF patients.

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)0.000
metaresearch head score (Gemma)0.000
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 score0.339
Threshold uncertainty score0.778

Codex and Gemma teacher scores by category

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

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 head0.011
GPT teacher head0.324
Teacher spread0.313 · 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 routes1
Has abstractyes

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