Pulmonary Artery Catheter Knotted in the Tricuspid Valve Apparatus Requiring Surgery With Cardiopulmonary Bypass: A Case Report
Bibliographic record
Abstract
Placement of a pulmonary artery catheter (PAC) is associated with complications such as entrapment or knotting. PAC entrapment in the heart, vena cava, or pulmonary artery is serious, potentially life-threatening, particularly if they are unrecognized. We present a patient with a PAC knot after aortic valve replacement. Interventional radiology (IR) determined that the catheter may have lodged in the tricuspid valve. Surgical exploration requiring cardiopulmonary bypass revealed that the PAC had passed through the tricuspid valve orifice and knotted itself around the anterior leaflet chordal structure. The catheter was unknotted, with the patient subsequently recovering without long-term sequelae.
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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 | 0.002 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.001 |
| 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".