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Record W4390840955 · doi:10.1002/epi4.12895

Initial combination versus early sequential standard therapies for Infantile Epileptic Spasms Syndrome—Feedback from stakeholders

2024· article· en· W4390840955 on OpenAlexaffabout
Praveen Kumar Ramani, Christina Briscoe Abath, Stephanie Donatelli, Aristides Hadjinicolaou, Sebastián Vega Toro, Keryma Acevedo, Karina Rosso Astorga, Kaajal Parbhoo, Avantika Singh, Eva Catenaccio, Puneet Jain, Jitendra Kumar Sahu, Debopam Samanta, Chellamani Harini

Bibliographic record

VenueEpilepsia Open · 2024
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsHospital for Sick ChildrenCentre Hospitalier Universitaire Sainte-Justine
Fundersnot available
KeywordsVigabatrinMedicinePediatricsMedical prescriptionRandomized controlled trialEpilepsyCombination therapyEpilepsy syndromesClinical trialPsychiatryAnticonvulsantInternal medicine

Abstract

fetched live from OpenAlex

We read with great interest the report by Sourbron et al. 1 entitled "Medical Treatment in Infants and Young Children with Epilepsy: Off-label Use of Antiseizure Medications.Survey Report of ILAE Task Force Medical Therapies in Children".We want to congratulate the authors on this timely article that explores the occurrence of off-label anti-seizure medicine use.It analyzes the prescription behavior of over 500 neurologists worldwide in six different epilepsy syndromes, including Infantile Epileptic Spasms Syndrome (IESS).In this letter, we aim to focus on recommendations concerning the management of infants with IESS.Specifically, we want to address the authors' recommendation that a standard of care should involve combination therapy (hormonal therapy combined with vigabatrin) at the onset of treatment.This recommendation primarily relies on the short-term clinical remission of epileptic spasms (ES) observed between day 14 and day 42 of treatment, as noted in the prospective randomized controlled International Collaborative Infantile Spasms Study (ICISS).This trial compared combination therapy versus hormonal therapy alone for new-onset IESS. 2 We argue that, for IESS, early sequential therapy -initiating treatment with standard monotherapy (prioritizing hormonal therapy) and adding another standard therapy (such as vigabatrin) if no electroclinical remission by 14 days-is a reasonable alternative to combination therapy.This approach is supported by the available evidence and may be preferable in specific contexts.

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)0.057
metaresearch head score (Gemma)0.207
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: none
Teacher disagreement score0.057
Threshold uncertainty score0.299

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0570.207
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0010.001
Science and technology studies0.0030.002
Scholarly communication0.0040.005
Open science0.0020.007
Research integrity0.0090.013
Insufficient payload (model declined to judge)0.0060.001

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 head0.113
GPT teacher head0.382
Teacher spread0.269 · 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 designQualitative
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

Citations9
Published2024
Admission routes2
Has abstractyes

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