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Record W4417031320 · doi:10.1007/s11657-025-01638-w

Community-based evaluation of Saudi FRAX with and without BMD in Riyadh, Saudi Arabia

2025· article· en· W4417031320 on OpenAlexaff
Muath Alkhunizan, Nouf Almasoud, Majd Munia Abdulmowla, Zoha Khalid, Norah Albedah, Mohammad El-Shaker

Bibliographic record

VenueArchives of Osteoporosis · 2025
Typearticle
Languageen
FieldMedicine
TopicBone health and osteoporosis research
Canadian institutionsSt. Thomas Hospital
Fundersnot available
KeywordsFRAXOsteoporosisBone mineralOrthopedic surgeryBone densityRisk assessment

Abstract

fetched live from OpenAlex

Osteoporosis is a growing health burden requiring early risk assessment. In Saudi adults ≥ 60 years, FRAX scores with and without BMD showed minimal reclassification, with most shifts toward higher risk in younger groups. FRAX without BMD offers reliable stratification, supporting its use as a first-line screening tool. METHODS: A retrospective cross-sectional study included patients aged ≥ 60 years attending family medicine clinics at King Faisal Specialist Hospital & Research Centre, Riyadh, undergoing DXA screening between January 1, 2016, and December 31, 2022. Baseline variables were age, sex, and BMI. FRAX variables assessed were family history of hip fracture (HF), prior fracture, smoking, glucocorticoid use, rheumatoid arthritis, and alcohol intake. Fracture risk was categorized using fixed and age-specific thresholds; differences in FRAX scores and reclassification patterns were evaluated. RESULTS: Among 1,429 patients (mean age 68.07 ± 6.62 years), FRAX scores for major osteoporotic fracture (MOF) and HF) differed significantly with and without BMD. Subgroup analysis revealed no significant differences within specific age ranges (70-75 years for MOF and 60-75 years for HF) or among men across all age groups. Reclassification occurred in a small subset of patients, predominantly shifting toward higher-risk categories, particularly in younger age groups. CONCLUSION: FRAX without BMD provides robust risk stratification, with minimal impact on reclassification across age categories. These results highlight its utility as a primary screening strategy, whereas BMD assessment may be reserved for cases requiring further refinement. PURPOSE: Osteoporosis is a skeletal disorder defined by reduced bone mineral density (BMD), commonly assessed by dual-energy X-ray absorptiometry (DXA). The Fracture Risk Assessment Tool (FRAX) estimates 10-year fracture risk. Saudi Arabia was recently included in FRAX, enabling population-specific risk estimation. Notably, FRAX can be applied with or without BMD, but limited Saudi data exist comparing both methods.

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 score0.050
Threshold uncertainty score0.100

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.001
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 head0.037
GPT teacher head0.365
Teacher spread0.328 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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