Spontaneous Endogenous Microbubbles in a Child With Berlin Heart Ventricular Assist Device
Why this work is in the frame
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Bibliographic record
Abstract
We report the case of an 11-year-old boy with familial dilated cardiomyopathy on biventricular assist devices (Berlin Heart EXCOR) who was found to have spontaneous endogenous microbubbles in the left ventricular (LV) cavity on routine echocardiogram. Although no major sequelae resulted from the presence of these microbubbles, it did however lead to several noninvasive investigations. To our knowledge, this is a novel observation of spontaneous endogenous microbubbles in a patient with a Berlin Heart. The unknown clinical significance of this phenomenon highlights the need for further studies.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 it