Application of Burnshield hydrogel for emergency care patients with burn wounds
Bibliographic record
Abstract
The article presents the clinical results of the first use of the hydrogel Burnshield and the dressings Burnshield made of polyurethane in the treatment of burn wounds of the I–II degrees at the first medical care. The aim of the work was to study the effectiveness of the use of the Burnshield hydrogel and dressings with this hydrogel in burn patients at the first aid stage. We had an analysis analgesic and cooling effect of the Burnshield hydrogel, its effect on the healing rate of burn wounds, the antiseptic effectiveness and its influence on the formation of scar tissue (according to the Vancouver scale). We saw a good result and recommend using hydrogel in first aid due to the pronounced analgesic, cooling effect. Hydrogel spray is convenient to use in a large number of patients, does not require special skills, is used with a friend or for yourself.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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".