Low-Dose Corticosteroid Treatment in Septic Shock
Bibliographic record
Abstract
OBJECTIVE: Given conflicting data and current guidelines, low-dose corticosteroids are often used in the treatment of septic shock. To evaluate the therapeutic benefit of early low-dose corticosteroid in patients with septic shock. DESIGN: Retrospective, multicenter, propensity-matched cohort study. SETTING: ICUs of 28 academic and community hospitals in three countries between 1996 and 2007. SUBJECTS: Six thousand six hundred sixty-three eligible patients with septic shock of whom 1,838 received IV low-dose corticosteroid treatment within 48 hours of the diagnosis of septic shock and were matched to a comparable group who did not receive low-dose corticosteroid. MEASUREMENTS AND MAIN RESULTS: The primary outcome was 30-day mortality. Mortality analyses were stratified by severity of illness (Acute Physiology and Chronic Health Evaluation II quartile). Using a Cox proportional hazards model, corticosteroid therapy was associated with similar 30-day mortality when compared with the matched control cohort (652/1,838 [35.5%] vs 641/1,838 [34.9%]; hazard ratio, 0.98; 95% CI, 0.88-1.10; p = 0.77). In the subgroup of patients with the Acute Physiology and Chronic Health Evaluation II score quartile more than or equal to 30, low-dose corticosteroid was associated with lower mortality (232/461 [50.6%] vs 251/450 [55.8%]; hazard ratio, 0.81; 95% CI, 0.68-0.97; p = 0.02). In logistic regression models, corticosteroid therapy was not associated with reductions in ICU (556/1,838 [30.3%] vs 558/1,838 [30.4%]; odds ratio, 0.99; 95% CI, 0.86-1.15; p = 0.94) or hospital mortality (797/1,838 [43.4%] vs 773/1,838 [42.1%]; odds ratio, 1.05; 95% CI, 0.93-1.20; p = 0.42). Similarly, there were no significant differences in ventilator- (median and interquartile range, 13 [0-25] vs 15 [0-25]; p = 0.8) and pressor/inotrope-free days (median and interquartile range, 25 [3-27] vs 24 [2-28]; p = 0.63) up to 30 days between groups. CONCLUSION: Early administration of low-dose corticosteroid is not associated with decreased mortality when it is administered to unselected patients with septic shock. A beneficial effect of low-dose corticosteroid on mortality may exist in patients with the highest severity of illness. Future trials of low-dose corticosteroid in septic shock should consider restricting the study population to this cohort.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".