A Randomize-Controlled Trail of Overall Three-Stage Pattern Differentiation for 300 Cases of Knee Osteoar-thritis
Bibliographic record
Abstract
Objective To observe the therapeutic effect and cost-effectiveness of overall three-stage pattern differentiation for knee osteoarthritis( OA). Methods Totally 450 cases of knee OA were randomized into the treatment group of 300 cases and control group of 150 cases. The treatment group was treated by overall three-stage pattern differentiation according to X-ray grade. The patients at early stage were given minimally invasive needle knife. The patients at mid stage were given skin traction,Chinese herb fumigation and orthotic insoles. The patients at advanced stage were given skin traction and massage. The control group was given skin traction,Chinese herb fumigation,massage and Jingu Tongxiao Pill( pill to relieve bone and muscle pain). Both groups were treated for 4 weeks as one treatment course. The therapeutic effect,hospitalization time and costs were compared between groups. The Western Ontario McMaster Questionnaire( WOMAC) score,visual analogue scale( VAS) score,pain score,stiffness score and dysfunction score were observed before and after treatment in both groups. Results The total effective rate, hospitalization time and hospitalization cost in the treatment group was 94. 00%,( 14. 34 ± 6. 18) d and( 3929. 9 ± 1367. 0) Yuan respectively. The total effective rate,hospitalization time and hospitalization cost in the control group was 88. 67%,( 20. 53 ± 2. 83) d and( 6424. 2 ± 709. 72) Yuan respectively. The total effective rate of the treatment group was superior to that of the control group( P 0. 05). Comparing with the control group,the hospitalization time and cost in the treatment group was significantly decreased( P 0. 05). The pain score,stiffness score,dysfunction score,WOMAC score and VAS score were significantly decreased in both groups after treatment( P 0. 05),especially in the treatment group( P 0. 05). Conclusion The overall three-stage pattern differentiation is effective for OA with short hospitalization time and low hospitalization cost.
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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 | 0.007 | 0.013 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.005 | 0.002 |
| Bibliometrics | 0.002 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 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 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".