EuroSCORE directed intraaortic balloon pump placement in high-risk patients undergoing cardiac surgery - retrospective analysis of 267 patients
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Bibliographic record
Abstract
OBJECTIVES: Intraaortic balloon pump replacement (IABP) is the most widely used circulatory assist device today and is utilized in a wide range of serious cardiovascular conditions. We examined the effects on mortality of pre-, intra-, or postoperative IABP support in patients undergoing cardiac surgery compared to high-risk patients without IABP support. METHODS: Between June 2001 and April 2004, 267 patients either received preoperative IABP support (n=62), an intra- or postoperative IABP (n=113) or had no IABP (n=92). Perioperative mortality was calculated with the EuroSCORE. RESULTS: Patients with preoperative IABP and without IABP support had a lower ejection fraction [37 (29; 50) % and (39 (30; 53)) % vs. (50 (39; 65)) %, P = 0.0001], more frequent unstable angina (38/62 and 53/92 vs. 37/113, P = 0.0004) and recent myocardial infarctions (33/62 and 51/92 vs. 26/113, P = 0.0001). The number of emergency procedures was also significantly higher (36/62 and 65/92 vs. 27/113, P < or = 0.01). Patients with intra-, or postoperative IABP support and patients without IABP support had a longer ICU-stay [7.5 (5; 17.75)) and (7 (5; 15.5)) days vs. (6 (3; 10) days, P = 0.023, P = 0.015]. The overall hospital stay of patients without IABP [18.5 (14; 29) days] and intra-/postoperative IABP support [19, (14; 28) days] were significantly longer (P = 0.007) compared to patients with preoperative support [14 (11.5; 20.5) days]. Whereas we found a trend towards reduced mortality in high-risk non-emergency patients with preoperative support, emergency patients and patients receiving intra- and postoperative support had significantly higher mortality rates than predicted by the EuroSCORE. Both emergency and non-emergency patients without IABP insertion had a significantly higher actual mortality than predicted (29.5% vs. 13.7%, P = 0.03 and 38.1% vs. 26.3%, P < 0.0001). The overall actual mortality between patients with preoperative IABP insertion and patients without preoperative IABP did not significantly differ (14/62 vs. 29/92, P = 0.27). The EuroSCORE proved to be a valid predictor for perioperative mortality among high-risk non-emergency and emergency patients with preoperative IABP support at lower score sums, but failed at higher score sums (>8) and among patients with intra- and postoperative IABP insertion. CONCLUSION: Preoperative IABP support is indicated in high-risk non-emergency patients. The benefit of preoperative IABP insertion in emergency patients and intra- and postoperative IABP support still remains controversial and needs to be elucidated in further prospective, randomized 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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.002 | 0.002 |
| Bibliometrics | 0.001 | 0.002 |
| 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 it