Prenatal and Pathologic Features of Aorto-Left Ventricular Tunnel Causing Fetal Hydrops and Intrauterine Demise
Bibliographic record
Abstract
ABSTRACT Aorto-left ventricular tunnel (ALVT) is a rare congenital heart anomaly of unclear pathogenesis causing left ventricular volume overload. Most descriptions are from surgical corrections in the neonatal and infantile period, and little is known about ALVT in utero. Here we describe a case of ALVT ending in intrauterine demise with fetal hydrops at 30 weeks gestational age. Prior echocardiography showed features suggesting the presence of an ALVT, and an ALVT circumventing the left coronary leaflet of the aortic valve was confirmed at autopsy. Marked cardiomegaly and dilatation were present along with diffuse myocardial infarction. Other potential causes of fetal hydrops were not found, and genetic analysis, including analysis for RAS pathway mutations, did not reveal any detectable abnormalities. The presentation as intrauterine demise suggests that the architecture of this ALVT compromises cardiac function to a greater degree than the more typical defects discovered in the neonatal period.
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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".