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Record W3084598857 · doi:10.1212/wnl.0000000000010828

First-line medication dosing in pediatric refractory status epilepticus

2020· article· en· W3084598857 on OpenAlexaff
Alejandra Vasquez, Marina Gaínza‐Lein, Nicholas S. Abend, Marta Amengual‐Gual, Anne E. Anderson, Ravindra Arya, J. Nicholas Brenton, Jessica L. Carpenter, Kevin Chapman, Justice Clark, Raquel Farias‐Moeller, William D. Gaillard, Tracy A. Glauser, Joshua Goldstein, Howard P. Goodkin, Réjean M. Guerriero, Kush Kapur, Yi‐Chen Lai, Tiffani L. McDonough, Mohamad A. Mikati, Lindsey A. Morgan, Edward J. Novotny, Adam P. Ostendorf, Eric T. Payne, Katrina Peariso, Juan Piantino, James J. Riviello, Kumar Sannagowdara, Robert C. Tasker, Dmitry Tchapyjnikov, Alexis Topjian, Mark S. Wainwright, Angus A. Wilfong, Korwyn Williams, Tobias Loddenkemper, Seema Bansal, Sarah A. Kelley, Carl E. Stafstrom, Eric H. Kossoff, Christa W. Habela, Dalila Lewis, Tony Stanfield, Claudine Sculier, Cristina Barcia Aguilar, Arnold J. Sansevere, Melissa Sacco, Abby Duncan, Jordan McCoy, Kathryn DaSilva-Chiodo, Robert Faist, D. Santel, Victor LaFay, Peggy O. Clark, Sarah Borror, Andrea Debs, Caitlin Clohessy, Amanda Weber, Asri Yuliati, Aimée F. Luat, Azara Singh, Ashley Helseth, David Turner, Cecilia Fernandes, Linh Tran, Melissa McLean, Anuranjita Nayak, Kurt Hecox, R. K. Nallamothu, Rebecca Rehborg, David B. Goldstein, Erin Heinzen Cox, Colin D. Malone, Olivia Thornburg, Zachary M. Grinspan, Natasha Basma, Brian Appavu, Brian T. Burrows, Beata Dyar, Laura Mishler, Jacqueline Lee‐Eng, Madison Streb, Cecil D. Hahn, Saptharishi Lalgudi Ganesan, Linda Huh

Bibliographic record

VenueNeurology · 2020
Typearticle
Languageen
FieldMedicine
TopicEpilepsy research and treatment
Canadian institutionsImpact
Fundersnot available
KeywordsMedicineDosingConfidence intervalStatus epilepticusOdds ratioHazard ratioBenzodiazepineInternal medicineAnesthesiaLogistic regressionRefractory (planetary science)Retrospective cohort studyEpilepsyPediatricsPsychiatry

Abstract

fetched live from OpenAlex

<h3>Objective</h3> To identify factors associated with low benzodiazepine (BZD) dosing in patients with refractory status epilepticus (RSE) and to assess the impact of BZD treatment variability on seizure cessation. <h3>Methods</h3> This was a retrospective study with prospectively collected data of children with convulsive RSE admitted between June 2011 and January 2019. We analyzed the initial and total BZD dose within 10 minutes of treatment initiation. We used logistic regression modeling to evaluate predictors of low BZD dosing and multivariate Cox regression analysis to assess the impact of low BZD dosing on time to seizure cessation. <h3>Results</h3> We included 289 patients (55.7% male) with a median age of 4.3 (1.3–9.5) years. BZDs were the initial medication in 278 (96.2%). Of those, 161 patients (57.9%) received a low initial dose. Low initial BZD doses occurred in both out-of-hospital (57 of 106; 53.8%) and in-hospital (104 of 172; 60.5%) settings. One hundred three patients (37.1%) received low total BZD dose. Male sex (odds ratio [OR] 2, 95% confidence interval [CI] 1.18–3.49; <i>p</i> = 0.012), older age (OR 1.1, 95% CI 1.05–1.17; <i>p</i> &lt; 0.001), no prior diagnosis of epilepsy (OR 2.1, 95% CI 1.23–3.69; <i>p</i> = 0.008), and delayed BZD treatment (OR 2.2, 95% CI 1.24–3.94; <i>p</i> = 0.007) were associated with low total BZD dose. Patients who received low total BZD dosing were less likely to achieve seizure cessation (hazard ratio 0.7, 95% CI 0.57–0.95). <h3>Conclusion</h3> BZD doses were lower than recommended in both out-of-hospital and in-hospital settings. Factors associated with low total BZD dose included male sex, older age, no prior epilepsy diagnosis, and delayed BZD treatment. Low total BZD dosing was associated with decreased likelihood of Seizure cessation. <h3>Classification of evidence</h3> This study provides Class III evidence that patients with RSE who present with male sex, older age, no prior diagnosis of epilepsy, and delayed BZD treatment are more likely to receive low total BZD doses. This study provides Class III evidence that in pediatric RSE low total BZD dose decreases the likelihood of seizure cessation.

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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.033
Threshold uncertainty score0.318

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)0.0000.000

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 head0.031
GPT teacher head0.304
Teacher spread0.273 · 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 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

Citations34
Published2020
Admission routes1
Has abstractyes

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