Antegrade Brain Perfusion for Pulmonary Thromboendarterectomy
Bibliographic record
Abstract
Objective: The gold standard procedure for pulmonary thromboendarterectomy is median sternotomy, cardiopulmonary bypass, profound hypothermia (18oC) and circulatory arrest. We propose a modified technique to improve the quality of care in this patient population, based on an intervention previously used in aortic surgery. Method: In our modified technique, we cannulated the right axillary artery to allow antegrade brain perfusion while on circulatory arrest. In this retrospective study, we have reviewed the data relating to the first 7 patients on whom we performed the modified technique and have made comparison with a group of 7 case-matched individuals who underwent the standard technique (control group). Results: The modified technique allowed for use of moderate hypothermia (25oC - 28oC). Patients in both groups woke up without neurologic complications. A trend towards, but non-significant reduction in duration of surgery from 303 (±42) to 279 (±44), duration of postoperative inotropic support from 2.7 ± 3.4 days to 1.7 ± 2.0 days, as well as postoperative mechanical ventilation time from 4.87 (±3.7) to 2 (±2.7) days were seen in the control and modified groups respectively. All patients in the modified group woke up on post-operative day 0, whereas most patients in the control group awoke on postoperative day 1. No significant differences were noted in the reduction in preoperative to postoperative systolic pulmonary artery pressure, post-operative length of stay in the intensive care unit and length of stay in the hospital among the two groups. Conclusions: The antegrade brain perfusion via the right axillary artery allows for good brain protection, while maintaining a bloodless field in the arterial pulmonary tree. All our patients awoke without any neurologic deficits. In the future, by using an even milder level of cooling, we may be able to significantly reduce the duration of surgery and improve the recovery of our patients.
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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 | 0.004 |
| Bibliometrics | 0.001 | 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".