Efficacy of continuous and pulsed therapeutic ultrasound combined with exercises for knee osteoarthritis: a randomized controlled trial
Bibliographic record
Abstract
Objectives: To compare the effects of continuous and pulsed therapeutic ultrasound combined with strengthening exercises. Design: This is a double-blind randomized controlled trial. Setting: Pontifical Catholic University. Subjects: One hundred participants with Grade 2–4 knee osteoarthritis and both genders were involved. Intervention: Participants were randomized into five groups: Group I ( n = 20; in the first month, continuous ultrasound was applied), Group II ( n = 20; in the first month, pulsed ultrasound was applied), Group III ( n = 20; in the first and second months, continuous ultrasound was applied), Group IV ( n = 20; in the first and second months, pulsed ultrasound was applied) and Group V ( n = 20; patients received only exercise sessions for eight weeks). All patients in the groups that received ultrasound application performed exercises in the second month of treatment. The sessions occurred three times a week. Main measures: Pain was assessed using the visual analogical scale, functionality was assessed using the Lequesne questionnaire, range of motion was assessed using a universal goniometer, muscular strength was assessed using a dynamometer, mobility was assessed using the Timed Up and Go test and 8-meter walk test and the activity level was assessed using the Western Ontario and McMaster Universities Osteoarthritis Index (WOMAC) questionnaire. Results: Statistically significant differences ( P < 0.05) were presented by Group III in the variables pain during activities of daily living (ADLs) 5.89 (2.18), mobility assessed by 8-meter test 2.68 (2.56), in pain 10.65 (4.40), function 25.50 (10.87) and total 38.65 (15.29) of WOMAC and functionality 9.10 (5.15). Conclusion: Prolonged applications of continuous ultrasound combined with exercises are effective in providing pain, mobility, functionality and activity in subjects with knee osteoarthritis.
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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 | 0.003 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.006 | 0.002 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.002 | 0.001 |
| Research integrity | 0.003 | 0.003 |
| Insufficient payload (model declined to judge) | 0.010 | 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".