Relationship of health related quality of life to prevalent and new or worsening back pain in postmenopausal women with osteoporosis.
Bibliographic record
Abstract
OBJECTIVE: To examine the association between back pain and health related quality of life (HRQOL) in postmenopausal women with osteoporosis. METHODS: The Fracture Prevention Trial was a prospective double blinded, placebo controlled study designed to compare the proportion of women receiving teriparatide who experienced a new fracture to the proportion of women receiving placebo who experienced a new fracture. Subjects were ambulatory postmenopausal women with osteoporosis and prior vertebral fracture. As part of this trial, English-speaking women from Canada, New Zealand, Australia, and the United States participated in a HRQOL substudy using the Osteoporosis Assessment Questionnaire (OPAQ). OPAQ was administered at baseline, 12 months, and at study termination (median treatment duration 19 mo). Back pain data were collected as part of the adverse event monitoring during the trial. Subjects considered to have experienced back pain reported this event spontaneously and were not queried specifically. We examined the influence of prevalent back pain on HRQOL after controlling for spine deformity index score, and the influence of new or worsening back pain on HRQOL after controlling for incident vertebral fracture. RESULTS: Of 471 women who completed OPAQ at baseline, 172 reported back pain that was associated with a mean decrease in all OPAQ dimension scores (p < 0.05). Of 429 women who completed OPAQ at all timepoints, 88 experienced new or worsening back pain that was associated with a mean decrease in physical function, emotional status, and symptoms scores (p < 0.01 for each). In a subset of 65 women who experienced moderate to severe back pain, all OPAQ dimensions were significantly reduced (p < 0.05). CONCLUSION: Both prevalent back pain and new or worsening back pain affected HRQOL negatively. Osteoporosis therapies that prevent the development of back pain in postmenopausal women may also prevent decreases in HRQOL.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot 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.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.002 | 0.004 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".