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Record W2114331323 · doi:10.1093/eurheartj/ehs168

Is it important to measure or reduce C-reactive protein in people at risk of cardiovascular disease?

2012· article· en· W2114331323 on OpenAlexaboutno aff
Aroon D. Hingorani, Reecha Sofat, Richard Morris, Peter H. Whincup, Gordon Lowe, Jennifer S. Mindell, Naveed Sattar, J. P. Casas, Tina Shah

Bibliographic record

VenueEuropean Heart Journal · 2012
Typearticle
Languageen
FieldMedicine
TopicLipoproteins and Cardiovascular Health
Canadian institutionsnot available
FundersBritish Heart Foundation
KeywordsRosuvastatinMedicineC-reactive proteinInternal medicinePlaceboRosuvastatin CalciumStatinDiseaseCholesterolInflammationPathology

Abstract

fetched live from OpenAlex

Systemic and local vascular inflammation is implicated in atherogenesis. High-sensitivity (hs) assays detecting low concentrations of C-reactive protein (CRP) in healthy individuals have delineated associations of this inflammation marker with cardiovascular events years later. A 160 309-person participant level meta-analysis of 54 prospective studies found the relationship between log-CRP concentration and cardiovascular disease (CVD) events to be linear, with a 2.5-fold risk difference in individuals at opposite extremes of the CRP distribution.1In vitro studies and animal experiments point to potentially atherogenic actions of CRP,2 and statins lower both CRP and low-density lipoprotein cholesterol (LDL-C).3 The Justification for the Use of statins in Primary prevention: an Intervention Trial Evaluating Rosuvastatin (JUPITER),4 designed to ‘assess the effect of rosuvastatin on first ever cardiovascular events in apparently healthy men and women who do not qualify for statin therapy due to low levels of LDL-C, but who are at increased cardiovascular risk due to elevated levels of hs-CRP’, was halted because of ‘unequivocal evidence of a reduction in cardiovascular morbidity and mortality among patients who received CRESTOR (rosuvastatin) when compared to placebo’ (http://clinicaltrials.gov/ct2/show/NCT00239681). Consequently, the US Food and Drug Administration approved an amended license for rosuvastatin for the primary prevention of CVD events in men and women over 50 and 60 years, respectively, with one other risk factor and a CRP concentration of >2 mg/L.

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)0.013
metaresearch head score (Gemma)0.069
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Commentary · Consensus signal: Commentary
Teacher disagreement score0.013
Threshold uncertainty score0.069

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0130.069
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0010.001
Science and technology studies0.0010.004
Scholarly communication0.0030.004
Open science0.0020.001
Research integrity0.0080.008
Insufficient payload (model declined to judge)0.0070.003

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 head0.054
GPT teacher head0.299
Teacher spread0.245 · 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 designNot applicable
Domainnot available
GenreCommentary

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

Citations19
Published2012
Admission routes1
Has abstractyes

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