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Record W2620684774 · doi:10.1055/s-0037-1603594

Intravenous Immunoglobulins for Refractory Status Epilepticus: A Scoping Systematic Review of the Pediatric Literature

2017· article· en· W2620684774 on OpenAlexaff
Maria Matuszczak, Jeanne Teitelbaum, Colin Kazina, Lawrence M. Gillman, Frederick A. Zeiler

Bibliographic record

VenueJournal of Pediatric Neurology · 2017
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsMontreal Neurological Institute and HospitalUniversity of Manitoba
Fundersnot available
KeywordsMedicineStatus epilepticusCochrane LibraryMEDLINESystematic reviewPediatricsMeta-analysisScopusRandomized controlled trialGrading (engineering)PlaceboClinical trialEpilepsyInternal medicineAlternative medicinePathologyPsychiatry

Abstract

fetched live from OpenAlex

Abstract Our goal was to perform a scoping systematic review of the literature on the use of intravenous immunoglobulins (IVIGs) for refractory status epilepticus (RSE) in pediatric patients. Articles from MEDLINE, BIOSIS, EMBASE, Global Health, Healthstar, Scopus, Cochrane Library, the International Clinical Trials Registry Platform, ClinicalTrials.gov (inception to June 2016), reference lists of relevant articles, and gray literature were searched. The strength of evidence was adjudicated using both the Oxford and Grading of Recommendation Assessment Development and Education (GRADE) methodology by two independent reviewers. We identified 21 original articles. Eighty-seven pediatric patients were described as having received IVIG therapy for RSE. The mean age was 7.8 years (range: 2–17.5 years). Seizure response occurred in 14 of the 87 patients (16.1%), with 3 (3.4%) and 11 (12.6%) displaying partial and complete responses, respectively. Seventy-three of the 87 patients (83.9%) failed to display any seizure response to IVIG therapy. No complications related to IVIG therapy were recorded. The majority of patients had moderate to severe neurological deficits upon follow-up. Oxford level 4, GRADE D evidence exists to suggest little to no impact on seizure control in pediatric autoimmune RSE. Routine use of IVIG for pediatric RSE cannot be recommended at this time and should be considered experimental.

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)0.001
metaresearch head score (Gemma)0.006
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Systematic review · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.510
Threshold uncertainty score0.660

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.006
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0000.000

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 head0.020
GPT teacher head0.325
Teacher spread0.305 · 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 designSystematic review
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

Citations0
Published2017
Admission routes1
Has abstractyes

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