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Record W4403232394 · doi:10.1177/08830738241282903

The Initial Experience of Eslicarbazepine in Children at Three Canadian Tertiary Pediatric Care Centers

2024· article· en· W4403232394 on OpenAlexafffundabout
Yvonne Nyakeri, Qi Xu, Maryam Nabavi Nouri, Denait Haile, Anita Datta

Bibliographic record

VenueJournal of Child Neurology · 2024
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsWestern UniversityHealth Sciences CentreBC Children's Hospital
FundersAgency for Healthcare Research and QualityBC Children's Hospital
KeywordsMedicineTolerabilityNauseaAdverse effectRashEpilepsyPediatricsAnesthesiaInternal medicinePsychiatry

Abstract

fetched live from OpenAlex

INTRODUCTION: Eslicarbazepine (ESL) is a once-daily, third-generation antiseizure medication for focal-onset seizures. The primary mechanism of action is enhancing the slow inactivation of voltage-gated sodium channels. The study objective was to review real-world experience regarding retention rate, efficacy, and tolerability of eslicarbazepine, soon after it became available for children in Canada. METHODS: A retrospective review was performed on all patients prescribed eslicarbazepine from September 2017 to June 2020, with at least 3 years of follow-up data, at 3 Canadian tertiary care pediatric centers. RESULTS: Fifty patients were identified, and the mean age of eslicarbazepine initiation was 12.4 years (range 3-19 years). Most patients had drug-resistant epilepsy, trying a mean of 5.04 (range 0-14) antiseizure medications before the initiation of eslicarbazepine. Twenty-four patients (48.0%) experienced adverse effects, including dizziness (n = 10), drowsiness (n = 6), dizziness and drowsiness (n = 1), nausea and abdominal pain (n = 4), transient unsteadiness and diplopia (n = 1), and negative mood changes (n = 2). None had serious adverse effects, including rash. The retention rate of eslicarbazepine at last follow-up was 70%. Fifteen (30%) had ≥50% seizure reduction, with 2 of these patients becoming seizure free. Ten (20%) had 25% to 50% reduction, 2 (4%) had worsening of seizures, and 17 (34%) had no change in seizure frequency. CONCLUSION: The study results support the long-term effectiveness and tolerability of eslicarbazepine in a cohort of children with predominantly drug-resistant epilepsy in a real-life setting from 3 Canadian centers with initial use after approval. Adverse effects were nonserious, infrequently leading to eslicarbazepine discontinuation.

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 machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.001
metaresearch head score (Gemma)0.005
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.473
Threshold uncertainty score0.953

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.005
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.003
Science and technology studies0.0020.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0020.000

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 head0.010
GPT teacher head0.285
Teacher spread0.275 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designObservational
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

Citations3
Published2024
Admission routes3
Has abstractyes

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