Реабилитация больных с шейно-плечевым синдромом, сочетающимся с артериальной гипертензией
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
The article presents the results of estimating complex non-medicamentous treatment of 56 persons, combined with arterial hypertension (pre-hypertension and hypertension of the 1st stage). High-tech methods of laser and magnetic and infra-red puncture were applied. 2 groups of the patients receiving complex treatment were compared by technique types and treatment efficiency. Massage, therapeutic physical training, reflex therapy and point laser puncture were applied in group 1. Therapeutic physical training, massage, allopathic preparations were applied in group 2. The efficiency of treating such diseases on clinical supervision has been studied by the data of clinical observations, clinical and functional researches, the results of the McGill's pain inquirer and the data of ММРI (Minnesota Multiphasic Personality Inventory) test.
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.
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 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.003 | 0.001 |
| Bibliometrics | 0.001 | 0.002 |
| Science and technology studies | 0.001 | 0.004 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.003 | 0.001 |
| Research integrity | 0.002 | 0.005 |
| Insufficient payload (model declined to judge) | 0.061 | 0.019 |
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