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Record W2410649561

The current status of percutaneous vertebroplasty in Canada.

2008· article· en· W2410649561 on OpenAlexaffabout
Eric Heffernan, P.J. O’Sullivan, Fahad O. Alkubaidan, Manraj K.S. Heran, Gerald M. Legiehn, Peter L. Munk

Bibliographic record

VenuePubMed · 2008
Typearticle
Languageen
FieldMedicine
TopicSpinal Fractures and Fixation Techniques
Canadian institutionsVancouver General Hospital
Fundersnot available
KeywordsMedicinePercutaneous vertebroplastyFluoroscopyPercutaneousComplicationIncidence (geometry)SedationOsteoporosisSurgeryRadiologyInternal medicine
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To provide an overview of the current status of percutaneous vertebroplasty (PVP) practice in Canada, including the preprocedure work up, operative technique and follow-up practice of physicians performing the procedure in this country. METHODS: Questionnaires were emailed to 31 institutions performing percutaneous vertebroplasty across Canada. RESULTS: Twenty-three (74.2%) completed surveys were returned, representing data from 1516 vertebroplasties performed by 66 radiologists and surgeons. Preoperative routine imaging and screening practice varies widely. The majority of respondents perform PVP under conscious sedation; however, an anaesthetist is present in only 22% of institutions. Biplane fluoroscopy is used in 43.5% of practices. The preference for unipedicular or bipedicular injection varies: in 7 institutions, a unipedicular approach is used in at least 80% of cases. Patients receive a follow-up by the screening physician in 65.2% of institutions. There were 4 complications requiring treatment. Venous and intradiscal extravasation rates were 20.8% and 25.3%, respectively; however, the vast majority of these were clinically insignificant. CONCLUSION: PVP complication rates reported in our Canadian survey compare favourably with those in the published literature. The number of PVPs performed annually in the institutions surveyed appears small, relative to the figures from the United States. The prevalence of osteoporosis and incidence of vertebral compression fractures in Canada is increasing as the population ages, and demand for PVP is likely to rise significantly in the coming years.

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: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.915
Threshold uncertainty score0.772

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 head0.019
GPT teacher head0.234
Teacher spread0.215 · 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 designOther design
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

Citations5
Published2008
Admission routes2
Has abstractyes

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