The Impact of Cirrhosis and Portal Hypertension on Mortality Following Colorectal Surgery: A Nationwide, Population-Based Study
Bibliographic record
Abstract
PURPOSE: Population-based data on outcomes associated with colorectal procedures in cirrhotic patients are sparse. We sought to assess the impact of liver cirrhosis and portal hypertension on mortality following colorectal surgery. METHODS: We queried patients who underwent colorectal surgery in the United States in the Nationwide Inpatient Sample (1998-2005). In-hospital mortality was determined for patients with no cirrhosis, compensated cirrhotic patients, and cirrhotic patients with portal hypertension. Multivariate logistic regression analysis was used to adjust for sociodemographic and clinical covariates. RESULTS: Patients with cirrhosis and cirrhosis with portal hypertension had significantly higher in-hospital mortality than patients with no cirrhosis (14% and 29% vs. 5%, respectively, P < 0.0001). In-hospital mortality was also significantly higher for emergent and urgent colorectal procedures compared with elective procedures (9.2% vs. 1.8%, P < 0.0001). Among elective colorectal procedures, adjusted mortality was increased in cirrhotic patients (adjusted odds ratio, 3.91; 95% confidence interval, 3.12-4.90) and cirrhotic patients with portal hypertension (adjusted odds ratio, 11.3; 95% confidence interval, 8.46-15.1) compared with patients with no cirrhosis. For nonelective procedures, the adjusted odds ratio for mortality in cirrhotic patients was 2.40 (95% confidence interval, 2.07-2.79) and in cirrhotic patients with portal hypertension the adjusted odds ratio was 5.88 (95% confidence interval, 4.90-7.06). Postoperative complications were more likely in cirrhotic patients (adjusted odds ratio, 1.35; 95% confidence interval, 1.20-1.52) and cirrhotic patients with portal hypertension (adjusted odds ratio, 1.82; 95% confidence interval, 1.55-2.15) relative to patients with no cirrhosis. CONCLUSIONS: Patients with liver cirrhosis, in particular, those with portal hypertension, have increased in-hospital mortality and morbidity following colorectal surgery. Strategies are needed to optimize preoperative risk.
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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) | 0.000 | 0.000 |
| 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".