Mortality and recovery from refractory status epilepticus in the intensive care unit: A 7‐year observational study
Bibliographic record
Abstract
PURPOSE: Refractory status epilepticus (RSE) is a life-threatening neurologic emergency with high mortality and morbidity. The aim of this study was to identify and quantify associations between clinical characteristics of adult RSE patients and outcome. METHODS: Comprehensive medical chart review was performed of all consecutive adult RSE patients treated on the intensive care units of an academic tertiary care center between 2005 and 2011. Demographics, RSE etiologies and duration, comorbidities, as well as outcomes were assessed. Associations between clinical characteristics and death were quantified. KEY FINDINGS: Of 260 patients with status epilepticus, 111 developed RSE. Hypoxic encephalopathy (23%), brain tumors (14%), known and uncontrolled epilepsy (10%), and ischemic stroke (8%) were the main etiologies. During hospitalization 38% of patients died. Hypoxic encephalopathy (HE) and brain tumors were independently associated with death (relative risk [RR] 2.41, 95% confidence interval [CI] 1.40-4.12; p = 0.001 and RR 2.81, 95%CI 1.59-4.96; p < 0.0001). The estimated hazard ratio of death was 3.1 (95% CI1.6-6.0; p = 0.001) for patients with HE and 1.1 (95% CI 0.5-2.3; p = 0.745) for patients with brain tumors. RSE duration and nonconvulsive status epilepticus in coma were independently associated with death (for every hour RR 1.001; 95%CI 1.00-1.002; p = 0.011 and RR 3.62; 95%CI 1.34-9.77; p = 0.005). SIGNIFICANCE: Brain tumors and HE had high relative risks for death and were independently associated with mortality in our cohort of critically ill RSE patients. Other clinical characteristics, as well as the use of intravenous anesthetic drugs and mechanical ventilation, may not be strongly related to outcome and should therefore be used cautiously for informed decision making regarding treatment.
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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 | 0.001 |
| 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) | 0.001 | 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 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".