Sex‐related difference in outcomes after aortic root replacement
Bibliographic record
Abstract
PURPOSE: Poorer short-term outcomes have been described for females after cardiovascular surgery. We examined the influence of sex on the outcomes after aortic root replacement (ARR). METHODS: Medical records of 848 patients (females, n = 159/848, 19%) who underwent ARR at our center from 2005 to 2018 were retrospectively reviewed. Sex differences of the following outcomes were analyzed: the primary end point (in-hospital mortality or stro111ke), secondary end point (new requirement for permanent pacemaker), and long-term survival (median follow-up 21.4 months [interquartile range,1.3-60.0]). RESULTS: Females were significantly older (61.3 vs 58.7 [male]) with higher rates of pre-existing cerebrovascular disease (14% [22/159] vs 7% [52/689]) and previous valve intervention (20% [32/159] vs 13% [89/689]) but less myocardial infarction [1%(1/159) vs 7%(48/689)]. The surgical indication was different (aneurysm 75% [120/159] vs 87% [602/689], dissection 13% [21/159] vs 6% [41/689]; P < .01]). Females had larger average aneurysm size after controlling for body size (P ≤ .001). There was no sex difference in in-hospital mortality (3% [5/159] vs 2% [16/689]) or stroke (4% [7/159] vs 4% [29/689]). Multivariable logistic regression indicated that female sex was not an independent predictor of combined in-hospital stroke or death (odds ratio [OR], 0.59; 95% confidence interval [CI], 0.28-1.25), confirmed by propensity score analysis. There was no difference in long-term survival (5-year survival, 90.96% vs 93.03%; P = .44). Females had higher incidence of permanent pacemaker requirement [11% (18/159) vs 6% (39/689), P = .03] and female sex was an independent predictor of permanent pacemaker requirement (OR, 2.01; 95% CI, 1.085-3.724; P = .03). CONCLUSIONS: While female patients have different baseline characteristics and indication for ARR, they are not exposed to an increased risk of in-hospital mortality or stroke. However, females experience increased incidence of permanent pacemaker requirement.
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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 | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| 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 | 0.000 |
| 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".