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Record W4404374334 · doi:10.1016/j.hlc.2024.08.009

Yield of Coronary Assessment in Sustained Monomorphic Ventricular Tachycardia

2024· article· en· W4404374334 on OpenAlexaff
Ashwin Bhaskaran, Kasun De Silva, Samual Turnbull, Wilfred Hing Sang Wong, Timothy Campbell, Richard G. Bennett, Andrew T.L. Ong, Sarah Zaman, Saurabh Kumar

Bibliographic record

VenueHeart Lung and Circulation · 2024
Typearticle
Languageen
FieldMedicine
TopicCardiac Arrhythmias and Treatments
Canadian institutionsBC Innovation CouncilUniversity of British Columbia
FundersNational Health and Medical Research CouncilMedical Research CouncilNew South Wales Government
KeywordsMedicineCardiologyInternal medicineVentricular tachycardiaYield (engineering)Tachycardia

Abstract

fetched live from OpenAlex

BACKGROUND: Coronary assessment is frequently conducted in patients with sustained monomorphic ventricular tachycardia (SMVT); however, its yield and subsequent treatment implications remain unclear. This study aimed to determine the prevalence of coronary artery disease (CAD) in patients presenting with SMVT, factors influencing clinician referral for coronary assessment, and clinical outcomes based on revascularisation or medical management of CAD. METHOD: Consecutive patients presenting with acute SMVT requiring inpatient admission between 2017 and 2022 were identified. RESULTS: A total of 249 individual patients with SMVT were identified, with 140 undergoing coronary assessment. Referral for coronary assessment was driven by chest pain (p<0.001) and increased troponin kinetics (p<0.001). No patient with SMVT had an acute coronary occlusion. Significant CAD was found in 48 (34%) patients, and traditional ischaemic features did not predict significant CAD. Nineteen (40%) patients with significant CAD underwent revascularisation (n=15 percutaneous coronary intervention, n=4 coronary artery bypass grafting). There was no significant difference in time to ventricular tachycardia (VT) recurrence between revascularised and medically managed CAD (hazard ratio 1.670; 95% confidence interval 0.756-3.687; p=0.199). A total of five of six patients who underwent a revascularisation-only strategy (no upfront antiarrhythmic therapy or ablation) had VT recurrence (median time to recurrence 8.9 months). CONCLUSIONS: Despite being frequently performed, coronary assessment in SMVT has only modest yield, with no patients having an acute coronary occlusion. Traditional clinical factors of ischaemia did not improve this yield. Revascularisation alone did not improve freedom from VT.

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 score0.009
Threshold uncertainty score0.227

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 head0.012
GPT teacher head0.290
Teacher spread0.279 · 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

Citations1
Published2024
Admission routes1
Has abstractyes

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