What is the role of carboxyhaemoglobin in patients with liver failure?
Bibliographic record
Abstract
Patients with liver failure have haemodynamic and respiratory instability, the aetiology of which is unclear. Unregulated vasoactive mediators may have an important role in this physiological phenomenon. Carbon monoxide, a vasodilator, has been extensively studied and is easily measured using circulating carboxyhaemoglobin (COHb). The levels of circulating COHb have been reported as being elevated in patients with stable cirrhosis and hepatopulmonary syndrome. It is unknown whether the levels of COHb are elevated in patients with liver failure. Patients admitted with acute liver dysfunction to the ITU between January 2003 and December 2005 were considered. Sixty-eight patients with acute liver failure (ALF) and 132 patients with decompensated chronic liver failure (DCLF) had a full dataset available on day 1 of admission. Patient demographics, physiological parameters, blood results and organ dysfunction were recorded prospectively and entered into a patient management system database (ICARE). There was no statistical difference in patient demographics, organ failure scores or physiological parameters between the groups. The median COHb percentage for ALF was 0.9% (0.7–1.2) and for DCLF 1.5% (1.2–1.8). In patients with DCLF, COHb negatively correlated with PaO 2 ( r = -0.4, P = 0.05) and child Pugh ( r = -0.4, P = 0.07). There was significant difference between grouped COHb and MAP in patients with ALF; there was a trend towards statistical significance with higher COHb. The arterial pH correlated with COHb in ALF ( r = 0.4, P = 0.01). These results suggest that COHb maybe an important mediator in haemodynamic and metabolic instability in ALF. In DCLF, COHb is an important factor in hypoxia and possible pulmonary shunting.
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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".