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Record W2027712067 · doi:10.1093/europace/eut267

Electrocautery-induced ventricular fibrillation during routine implantable cardioverter-defibrillator generator replacement

2013· article· en· W2027712067 on OpenAlexaff
R. Cassagneau, Marjo-Riitta A. Hänninen, Raymond Yee

Bibliographic record

VenueEP Europace · 2013
Typearticle
Languageen
FieldMedicine
TopicAtrial Fibrillation Management and Outcomes
Canadian institutionsLondon Health Sciences Centre
Fundersnot available
KeywordsMedicineImplantable cardioverter-defibrillatorVentricular fibrillationVentricular tachycardiaCardiologyTachycardiaFibrillationInternal medicineAtrial fibrillation

Abstract

fetched live from OpenAlex

A 78-year-old man with a primary-prevention implantable cardioverter-defibrillator (ICD) underwent an elective generator replacement. The pre-procedural lead parameters were normal and tachycardia detection was turned off during the procedure. During a 4.6 s application of unipolar electrocautery to the pocket, transient contact was made with the device generator and the patient developed ventricular fibrillation. The cautery pen had not contacted the lead, which had no obvious insulation breach. Transthoracic cardioversion was delivered and successfully restored sinus rhythm. The patient suffered no long-term harm. Although electrocautery is frequently used in device surgery and accidental contact with the ICD generator is common, the induction of ventricular arrhythmias is extremely rare. It has been previously reported with bipolar electrocautery at a low-power setting, but this case involved unipolar cautery. In Medtronic ICDs, the pulse generator internal circuitry is electrically isolated from the leads by a field effect transistor (FET). However, in situations where the FET is overloaded or bypassed such as with externalized conductor wires or insulation breach, there is a risk of transmitting cautery energy down the leads and inducing ventricular fibrillation. Care should be employed when using electrocautery near an implanted device. The full-length version of this report can be viewed at: http://www.escardio.org/communities/EHRA/publications/ep-case-reports/Documents/electrocautery-induced-ventricular-fibrillation.pdf.

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)0.000
metaresearch head score (Gemma)0.003
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.002
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.003
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0020.001

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 head0.025
GPT teacher head0.267
Teacher spread0.243 · 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 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

Citations3
Published2013
Admission routes1
Has abstractyes

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