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Record W4416459088 · doi:10.1080/15563650.2025.2581167

Outcomes of extra-dose exposures of Vaughan Williams Class I or III antidysrhythmic medications

2025· article· en· W4416459088 on OpenAlexaff
Ahmed Alsakha, Brenda Bukowiecki, Jeanna M. Marraffa, Vince Calleo, Michael Keenan

Bibliographic record

VenueClinical Toxicology · 2025
Typearticle
Languageen
FieldMedicine
TopicPoisoning and overdose treatments
Canadian institutionsAtlantic School of TheologyAtlantic Industries (Canada)
Fundersnot available
KeywordsClass (philosophy)Drug classHealth careSocial class

Abstract

fetched live from OpenAlex

INTRODUCTION: Antidysrhythmic medications are commonly prescribed, but there is little information on the incidence of adverse effects following an inadvertent extra dose of these medications. This poses a challenge to poison centers when trying to decide which patients need to be sent to a healthcare facility for monitoring. METHODS: A retrospective data review of cases reported to a regional poison center between January 1, 2012 and December 31, 2022 was performed. Cases were included if the exposure was a double dose or less of the patient's own antidysrhythmic medication, the exposure was unintentional or a result of therapeutic error, and the antidysrhythmic(s) belonged to Vaughan Williams Class I or III. Cases were included even if other medications were included in the therapeutic error. Descriptive data were collected on cases meeting the inclusion criteria. RESULTS: One hundred and sixty-two exposures were included. Of these, only 49 were monitored in a healthcare facility for which coded outcomes were available. Of these, the majority had no or minor effects (83.7%). Two of the exposures developed hypotension, but both also involved either a beta-adrenoceptor blocking drug or a calcium-channel blocker. Of the 25 cases that only included an antidysrhythmic, adverse effects were even less common, with 92.0% having no or only minor effects. DISCUSSION: In this small cohort, adverse events were uncommon with inadvertent extra dose antidysrhythmic exposures. However, serious outcomes have been reported in other studies. It appears adverse events are less common if the extra dose exposure does not involve other cardioactive medications. CONCLUSIONS: Extra-dose exposures of some antidysrhythmics belonging to Vaughan Williams Class I or III were generally well tolerated, but more data are needed to determine whether certain patients can be safely monitored at home. For example, only three cases involved Class IA drugs. Based on our findings, patients who reportedly ingest an extra dose of an antidysrhythmic plus another cardioactive medication should be evaluated at a healthcare facility.

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)0.002
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 score0.016
Threshold uncertainty score0.392

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.000
Science and technology studies0.0000.001
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 head0.068
GPT teacher head0.443
Teacher spread0.375 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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