Dynamische-compressiebrace bij pectus carinatum
Bibliographic record
Abstract
Pectus carinatum occurs in one of 1500-1700 people and may lead to physical, cosmetic and psychosocial problems. Surgical treatment of pectus carinatum is performed using the 'Ravitch procedure'. An alternative and less invasive treatment consists of external compression with a brace. Results are often disappointing because of skin complications, a low level of comfort of the brace and low compliance. Nowadays a new brace (dynamic compression brace) exists with which the comfort and thus the compliance can be increased by measuring and regulating the pressure of correction during the treatment. This leads to better results and fewer complications. In 80-90% of patients the results are good to excellent and an operation can be avoided. This new brace is therefore a less invasive, cheap and safe alternative to the Ravitch procedure in the treatment of pectus carinatum in children
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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) | 0.001 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.001 | 0.002 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.001 |
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".