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Record W2319971458 · doi:10.1097/mjt.0b013e3181f94c38

Statin Therapy Significantly Reduces Risk of Ventricular Tachyarrhythmias in Patients With an Implantable Cardioverter Defibrillator

2010· review· en· W2319971458 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

aboutThe title or abstract carries a Canadian signal from the geographic lexicon.
no affNo Canadian affiliation: this work is invisible to an affiliation-only frame.
No Canadian affiliation. An affiliation-only frame, the usual design, would never have seen this work. It is one of the works that make the case for inverting the frame.

Bibliographic record

VenueAmerican Journal of Therapeutics · 2010
Typereview
Languageen
FieldMedicine
TopicCardiac pacing and defibrillation studies
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineImplantable cardioverter-defibrillatorCardiologyInternal medicineStatin

Abstract

fetched live from OpenAlex

A few observational studies have shown the protective effect of statins on preventing ventricular tachycardia/ventricular fibrillation (VT/VF). However, the disparate study results prompt further exploration of this concept. We performed a meta-analysis to assess whether statin therapy is associated with a decrease in the incidence or recurrence of VT/VF in patients with an implantable cardioverter-defibrillator (ICD).The MEDLINE(®) and Cochrane databases were searched from 1980 to July 2009 for studies examining the effect of statins on VT/VF in recipients of ICDs. We retrieved all prospective cohort studies that examined this association. The endpoint was defined as appropriate ICD therapy for VT/VF. The quality of individual studies was assessed using the Newcastle Ottawa Scale.Seven prospective cohort studies met our inclusion criteria with a total of 2278 patients with a mean follow-up of 19.7 months. Pooled analysis of the eligible studies revealed that statin therapy was associated with a 45% reduction in the risk of developing VT/VF in recepients of ICDs [pooled odds ratio (pOR): 0.55; 95% confidence interval: 0.34-0.90; heterogeneity I(2) = 81%, P = 0.02]. In a subgroup analysis, the magnitude of the risk reduction in patients with ischemic cardiomyopathy was 54% (pOR: 0.46, P = 0.05). Sensitivity analysis including studies with higher methodological qualities alone showed a significant protective effect (pOR: 0.48, P = 0.01). There was no evidence of publication bias in the analysis.Our meta-analysis suggests an association between the use of statin and a reduction in the VT/VF occurrence in recipients of ICDs, mainly in patients with ischemic cardiomyopathy.

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.

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 categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Other design · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.982
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.024
GPT teacher head0.315
Teacher spread0.290 · 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