Role of Yoga on Glycaemic Control and Other Health Parameters in Type 2 Diabetes Mellitus (T2DM) – A Review of Controlled Studies
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
It is reported that about 1 in 11 adults have diabetes mellitus (DM) globally. A total of 415 million people have DM and an estimated 193 million people have undiagnosed DM worldwide. Where, type 2 diabetes mellitus (T2DM) accounts for around 90% of patients with DM. Yoga interventions appeared to be more effective in T2DM as compared to physical exercise interventions which may be because of various aspects of yoga other than the physical one. The yoga intervention involves subtle components such as mindfulness, relaxation, breath regulation, and notional corrections. The mechanism through which yoga works may be the down-regulation of the sympathetic nervous system and the hypothalamic-pituitary-adrenal axis which may lead to the improvement in psychological health, quality of sleep, autonomic balance, and reduction in insulin resistance. Lifestyle modification programs such as yoga interventions on a regular basis for long duration have potential to manage and cure T2DM. The government and the concerned bodies should pay attention to this area.
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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 | 0.004 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.006 | 0.001 |
| Bibliometrics | 0.001 | 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 | 0.001 |
| 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 it