Perceived Health Status and Capability after Hip Fracture: Secondary Outcomes from an Randomized Controlled Trial
Bibliographic record
Abstract
INTRODUCTION: Hip fractures can have a significant impact on the lives of older people and their families. We conducted a pragmatic randomized controlled trial of post-discharge comprehensive geriatric care (CGC) for community-dwelling older adults after a surgically repaired hip fracture. The objective of this study was to conduct a secondary analysis to compare changes in health status and perceived capability from baseline to 12 months after randomization with: the EuroQol 5-Dimension (EQ-5D-5L) (1) utility score and (2) visual analog scale (VAS); and (3) well-being as measured by participants' perceptions of their ability (or capability) toward completing life activities using the ICEpop Capability Measure for Older People (ICECAP-O). METHODS: We tested the effect of usual care (control) versus usual care and an outpatient CGC clinic (intervention) on mobility after hip fracture in community-dwelling older adults (65 years+). In this secondary analysis, we report the following outcomes: EQ-5D-5L utility score and VAS collected monthly via telephone and ICECAP-O collected in person three times at baseline, 6 months, and 12 months. Data were analyzed using area under the curve and regression adjusted for baseline values for utility scores and capability, and constrained longitudinal data analysis for VAS. RESULTS: We enrolled 53 older adults, including 34 women and 19 men, with mean (SD) age of 80 (8) years. There were no statistical or clinically meaningful differences between groups (control group - intervention group values) for all variables: utility score = -0.028 (95% CI: -0.071, 0.014; p = 0.18); VAS: -0.03 (95% CI: -0.39 to 0.33; p = 0.86); and capability = -0.021 (95% CI: -0.090, 0.046; p = 0.54). CONCLUSIONS: There were no differences in outcomes between groups over 12 months, but values remained constant, contrary to a potential decline for this age group, especially after a major life event like a hip fracture.
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 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 | 0.011 | 0.014 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.006 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.009 | 0.001 |
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".