Endovascular reconstruction of primary coarctation in a 12-year-old boy technical consideration
Bibliographic record
Abstract
Coarctation is a generalized disease which mainly manifests in aorta and presents as aortic coarctation. While transcatheter approaches have replaced surgery, there is still no consensus about the best among only balloon dilatation, aortic stent-grafts, self-expanding stent or balloon expandable stent. Here, we report a case of 12-year-old boy who presented with hypertension in whom severe primary coarctation of thoracic aorta was diagnosed which was successfully treated with endovascular reconstruction using self-expandable stent. Stent migration is always an issue during deployment and which is minimized with rapid pacing and bringing down the blood pressure. We successfully performed the endovascular treatment without aid of pacing thereby bringing his blood pressure to near normal level with no further catch up on follow up. Therefore, balloon expandable sten
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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 | 0.001 | 0.003 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.000 | 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".