Bibliographic record
Abstract
PURPOSE OF REVIEW: The benefits of general aerobic exercise for individuals with fibromyalgia have been established. Recently, there have been a number of randomized controlled trials that evaluate the benefits of pool exercise for fibromyalgia. This review will integrate the results of eight pool exercise studies that have been published in the last 7 years. RECENT FINDINGS: Pool exercise has been evaluated against sedentary control groups, land-based exercise and immersion in a warm, mineralized pool. Pool exercise has been shown to be as effective as land-based exercise and may have greater benefits with respect to mood and sleep duration. Based on follow-up studies, exercise-induced improvements in physical function, pain and mood may persist for up to 2 years. Pool exercise may be better tolerated as an initial means of exercise by individuals with arthritis in weight-bearing joints (because of water buoyancy) or by individuals who fear exercise will exacerbate their pain. SUMMARY: Pool exercise can be an effective intervention for individuals with fibromyalgia. Future studies should reassess subjects at multiple time points to determine the time course of exercise-induced improvements and further explore the effects of pool exercise on mood and sleep quality.
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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| 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".