Intra‐arrest formation of right‐heart thrombi – a case illustrated by real‐time ultrasonography
Bibliographic record
Abstract
The presence of free-floating right-heart thrombus has been reported in a cardiac arrest patient in the periarrest period. Free-floating right atrial thrombus is a rare phenomenon seen in patients developing severe pulmonary embolism, and is associated with increased mortality. However, there have been no previously reported cases of right-heart thrombus formation during a resuscitated cardiac arrest. We present the pre-hospital case of a woman in the clinical setting of cardiogenic shock due to acute myocardial infarction who developed asystolic cardiac arrest on the scene. Recent implementation of ultrasonography into the regional pre-hospital care protocol enabled sonographic investigation before and during cardiac arrest. This allowed detection of right atrial septal thrombus formation in the course of advanced life support and its migration through the tricuspid valve. The pathophysiological consequences, clinical significance and potential therapeutic options are discussed.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.004 |
| Meta-epidemiology (narrow) | 0.002 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.001 |
| Science and technology studies | 0.001 | 0.002 |
| Scholarly communication | 0.001 | 0.002 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.006 | 0.003 |
| Insufficient payload (model declined to judge) | 0.002 | 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 source (direct Gemma or distilled Codex), 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".