Augmented Rehabilitation Program for Young Patients Following Total Hip Arthroplasty- Feasibility Study
Bibliographic record
Abstract
Abstract Background: The increase rate seen in total hip arthroplasty (THA) for younger patients (< 60) has implications for future rehabilitation demands for primary and revision THA surgery. The primary objective is to examine the feasibility of a study comparing a 6-week post-operative rehabilitation program to usual care in patients ≤ 60 years undergoing elective unilateral THA. The secondary objectives are: 1) to explore the effect of a 6-week post-operative rehabilitation program designed for THA patients ≤ 60 years on physical activity (PA), function and participants’ satisfaction compared to age- and sex-matched control group received usual postoperative care at 12-week post-THA. 2) to examine the correlation between physical activity and self-reported pain and function.Methods: In this study, a cohort of THA candidates were recruited during their 6-week postoperative visit to their surgeons at a central intake clinic. The out-patient rehabilitation program, which was designed to improve function and increase activity, consisted of 12 structured exercise classes (2 hrs/class) on land and water over 6 weeks. Physical activity was assessed using Sense Wear Pro ArmbandTM [SWA]. Participants completed the Hip Osteoarthritis Outcome Score (HOOS), and THA satisfaction questionnaire before and immediately after the intervention.Results: Of the 24 participants recruited, 14 participants received the augmented rehabilitation, and 10 participants were in the control group. All the study participants in the control and intervention groups completed the baseline and follow-up assessments without adverse events. Thirteen out of the fourteen intervention group participants completed at least 80% of the intervention sessions. The intervention group took significantly more steps/day (mean difference = 2,440 steps/day, 95% CI= 1678, 4712) (p<0.05), at the follow-up compared to baseline. The intervention group had a higher mean change of number of weekly PA bouts than the control group. Within the intervention group, all HOOS subscales were significantly higher at the follow-up compared to baseline. However, the ADL subscale was the only significant difference seen with the control group.Conclusion: The study intervention and assessments were feasible and safe in patients ≤ 60 years undergoing elective unilateral THA.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.002 | 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".