Treatment For Cervicobrachial Pain Syndrome; A Comparison Of Direct And Indirect Manual Therapies
Bibliographic record
Abstract
An appraisal was made on a randomized controlled trial by Allison et al, which compared direct and indirect manual therapies for treating cervicobrachial pain syndrome. The direct therapy group (NT) received neural mobilizations, and the indirect therapy group (AT) received joint mobilizations for the glenohumeral joint and thoracic spine. Per the Northwick Park Questionnaire and the Short Form-McGill Pain Questionnaire, decreases in pain were statistically significant for both groups from pre-assessment to post-assessment, but not between groups. When using the Visual Analog Scale, a statistically significant improvement was found for both groups over the treatment period, though only the NT group had significantly lower scores at 8 weeks. This article offers support for both groups in treating cervicobrachial pain syndrome, however a direct approach may be advantageous. Small sample size may limit results of this study.
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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 | 0.000 | 0.000 |
| 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 | 0.000 | 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".