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Record W2067975051 · doi:10.1016/s0304-3959(02)00461-x

High dose methadone and ventricular arrhythmias: a report of three cases

2003· article· en· W2067975051 on OpenAlexaff
Douglas Klein, Leslie Kasza

Bibliographic record

VenuePain · 2003
Typearticle
Languageen
FieldMedicine
TopicCardiac electrophysiology and arrhythmias
Canadian institutionsUniversity of AlbertaUniversity of Alberta HospitalGrey Nuns Community Hospital
Fundersnot available
KeywordsMethadoneMedicineAnesthesiaCardiologyInternal medicine

Abstract

fetched live from OpenAlex

Three patients who developed torsades de pointes while receiving high dosages of oral methadone (>600mg/day) are presented. In all of the cases, drug interactions involving methadone and CYP3A4 isoenzyme system were possible. Two cases involve some previous cardiac impairment. The potential for toxic doses of methadone to cause ventricular arrhythmia is raised by these cases. Until further evidence is available it may be prudent to be vigilant for arrhythmias when high dosages of methadone (>600mg/day) are used, especially in patients on other drugs that interact with the CYP3A4 isoenzyme system, or with conditions that predispose to torsades de pointes.

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)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Case report · Consensus signal: Case report
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.211
Threshold uncertainty score0.320

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.002
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 head0.013
GPT teacher head0.251
Teacher spread0.238 · 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 designCase report
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

Citations103
Published2003
Admission routes1
Has abstractyes

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