Transcatheter embolization of anomalous systemic arterial supply with amplatzer vascular plugs II in scimitar syndrome
Bibliographic record
Abstract
A 57-year-old woman suffering from recurrent pneumonia and considered to be high risk for surgical correction of an atrial septal defect (ASD) associated with a right lung sequestration vascularized by arteries coming from the abdominal aorta and an abnormal venous drainage into the inferior vena cava (Scimitar syndrome). Therefore stepwise transcatheter approach was offered as an alternative treatment. We performed ASD closure and embolization of the anomalous systemic arterial supply using Amplatzer Vascular Plugs II. The abnormal venous drainage was conservatively treated (Q(p) /Q(s) : 1.1/1 after ASD closure and anomalous arterial supply embolization). At 24-month follow-up, no recurrent pneumonia was reported, functional class improved and right cardiac cavities normalized.
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.
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) | 0.001 | 0.001 |
| 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".