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Record W1893322597

Status epilepticus. Current concepts and management.

2000· article· en· W1893322597 on OpenAlexaff
Elout Starreveld, Anne A. Starreveld

Bibliographic record

VenuePubMed · 2000
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsGlenrose Rehabilitation Hospital
Fundersnot available
KeywordsStatus epilepticusLorazepamMedicinePhenytoinIntensive care medicineEpilepsyMidazolamMEDLINEDifferential diagnosisAnesthesiaPsychiatrySedation
DOInot available

Abstract

fetched live from OpenAlex

OBJECTIVE: To inform primary care physicians about current issues around generalized convulsive status epilepticus (GCSE) emphasizing definition, pathophysiology, treatment, and prognosis. QUALITY OF EVIDENCE: MEDLINE (1994 to 1999) provided 479 references using the MeSH terms "status epilepticus" and "treatment." From these we selected 30 English-language articles covering clinical aspects, treatment, and animal research. Key source documents from previous years and information from modern textbooks and recent symposia were also included. MAIN MESSAGE: Generalized convulsive status epilepticus continues to be a medical emergency with high morbidity and mortality. It must be managed promptly and effectively. The operational definition of GCSE is a seizure that lasts longer than 5 minutes or two or more seizures between which patients do not recover. Main differential diagnosis is nonepileptic status. Intravenous therapy with combined lorazepam and phenytoin is the initial treatment of choice. Other preferred medications are diazepam, midazolam, and propofol. Some of these medications should be considered before arrival at hospital. Prognosis of GCSE is determined by underlying cause, delay in adequate treatment, and comorbidity. Patients with GCSE lasting longer than 30 minutes require intensive care and electroencephalogram monitoring. CONCLUSION: Intravenous lorazepam and phenytoin are currently the most effective drugs for initial management of GCSE. Timely administration of antiepileptic medication can prevent development of GCSE in some patients with known epilepsy. Main differential diagnosis is nonepileptic status.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.916
Threshold uncertainty score0.682

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0010.000

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.

Opus teacher head0.031
GPT teacher head0.313
Teacher spread0.282 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designOther design
Domainnot available
GenreEmpirical

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".

Quick stats

Citations165
Published2000
Admission routes1
Has abstractyes

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