Systematic Review of Non-surgical Therapies for Osteoarthritis of the Hand: An Update
Bibliographic record
Abstract
Hand osteoarthritis is a common disease with significant morbidity. This review aimed to update our earlier systematic reviews which included all published randomized controlled trials evaluating pharmacological and non-pharmacological therapies in patients with hand osteoarthritis. A total of 133 randomized controlled trials evaluating pharmacological and nonpharmacological therapies in hand osteoarthritis were reviewed. Overall, the methodological quality of randomized controlled trials has improved since the last update. Almost all new studies described their methods for randomization, blinding, and allocation concealment. However, studies continued to underreport features specific to hand osteoarthritis, such as pattern of joint involvement and number of affected joints. Standardized outcome assessments for pain and function were commonly presented, but measures of other hand osteoarthritis specific outcomes, such as health-related quality of life and patient global assessments, continued to be underreported. Future trials should consistently report on hand osteo arthritis specific features and outcome assessments in order to make clinically relevant conclusions about the efficacy of the diverse treatment options available.
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 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 | 0.001 | 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".