Neck pain, concerns of falling and physical performance in community-dwelling Danish citizens over 75 years of age: A cross-sectional study
Bibliographic record
Abstract
AIMS: The aim of this study was to determine the associations between neck pain, concerns of falling and physical performance in older people. METHODS: Cross-sectional study of 423 community-dwelling Danes aged 75 years and older. Measures consisted of self-reported neck pain, physical performance (Short Physical Performance Battery), self-reported psychological concerns related to falling (Falls Efficacy Scale International), depression (Major Depression Inventory), cognitive function (Mini Mental State Examination), self-reported low-back pain and self-reported history of falls. Associations between neck pain and fear of falling were determined using multivariable logistic regression modelling. RESULTS: Bothersome neck pain that limits daily activities is significantly associated with concerns of falling (unadjusted odds ratio (OR) 3.29, 95% confidence interval (CI) 1.54-7.03) and impaired physical performance (unadjusted OR 2.26, 95% CI 1.09-4.69). However, these relationships became nonsignificant after adjusting for potential confounders. Bothersome neck pain and concerns of falling is attenuated by depression, and the relationship between bothersome neck pain and decreased physical performance is attenuated by concerns of falling, depression and previous history of falls. CONCLUSIONS: Bothersome neck pain in older people is associated with increased concerns of falling and decreased physical performance that are two known risk factors for falls in older people. However, these relationships are complicated by other variables, particularly depression.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot 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.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.006 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
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.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
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".