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Record W4404754707 · doi:10.46292/sci24-00014

Trabecular Bone Score in Individuals with Chronic Spinal Cord Injury: A Cross-Sectional Study

2024· article· en· W4404754707 on OpenAlexafffund
Matteo Ponzano, Lindsie A. Blencowe, Lora Giangregorio, B. Catharine Craven

Bibliographic record

VenueTopics in Spinal Cord Injury Rehabilitation · 2024
Typearticle
Languageen
FieldMedicine
TopicSpinal Cord Injury Research
Canadian institutionsResearch Institute for AgingUniversity of WaterlooToronto Rehabilitation InstituteUniversity of British ColumbiaInternational Collaboration On Repair DiscoveriesUniversity of TorontoUniversity Health NetworkUniversity of British Columbia, Okanagan Campus
FundersMichael Smith Health Research BCNatural Sciences and Engineering Research Council of CanadaCraig H. Neilsen Foundation
KeywordsFRAXMedicineTrabecular bone scoreOsteoporosisSpinal cord injuryPhysical therapyCohortSpinal fractureHip fractureDentistryBone densityBone mineralInternal medicineOsteoporotic fractureSpinal cordQuantitative computed tomography

Abstract

fetched live from OpenAlex

Objectives: To describe lumbar spine (LS) trabecular bone score (TBS) values after SCI, and to explore the differences in fractures risk assessment between FRAX® and TBS-adjusted FRAX® in individuals living with chronic SCI. Methods: Baseline dual-energy x-ray absorptiometry (DXA) scans from an established cohort were acquired using a Hologic Discovery QDR 4500. TBS measurements were performed using the TBS iNsight TM software version 2.1.2.0. A Welch's t-test was performed to explore differences in TBS, FRAX®, and TBS-adjusted FRAX® between men and women, between participants ≤49 years and ≥50 years, and between subgroups with and without history of fracture and with complete and incomplete injury. Results: We analyzed 37 scans; the mean TBS was 1.336 ± 0.107. The mean 10-year fracture risk was 8.8% ± 11.4% for major osteoporotic fracture and 4.0% ± 10.8% for hip fracture according to FRAX®, and 6.6% ± 2.8% for major osteoporotic fracture and 2.8% ± 6.7% for hip fractures according to TBS-adjusted FRAX®. The 10-year fracture risk for major osteoporotic fractures was higher in individuals with a prior fragility fracture compared to those without, according to FRAX® ( p = .033) and TBS-adjusted FRAX® ( p = .001). Conclusion: Over a half of our sample presented a partially degraded bone microarchitecture based on TBS. TBS was not different between people with motor complete and motor incomplete injury or with and without prior fragility fracture. Future studies are needed to define the clinical relevance of TBS and TBS-adjusted FRAX® in people with chronic SCI.

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 score0.010
Threshold uncertainty score0.020

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.002
Science and technology studies0.0010.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.000
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 head0.058
GPT teacher head0.435
Teacher spread0.378 · 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

Citations1
Published2024
Admission routes2
Has abstractyes

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