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Record W4232678436 · doi:10.1093/eurheartj/sul001

Introduction

2006· article· en· W4232678436 on OpenAlexaff
Jean‐Pierre Després

Bibliographic record

VenueEuropean Heart Journal Supplements · 2006
Typearticle
Languageen
Field
Topic
Canadian institutionsUniversité Laval
Fundersnot available
KeywordsMedicine

Abstract

fetched live from OpenAlex

Improved understanding of the pathophysiology of cardiovascular disease and advances in cardiovascular care are two important factors that have contributed to the decline in cardiovascular event rates in Western populations over the last 50 years. Nevertheless, we still face a continuing burden of cardiovascular morbidity and mortality. The pathophysiology of cardiovascular disease is complex and multi-factorial, and a deeper understanding of the root causes of the risk factors that underlie atherosclerosis and the development of acute cardiovascular events is required before we can make substantial further progress in addressing them. It is clear, however, that the worldwide increasing prevalence of obesity, particularly abdominal obesity, is threatening to slow, or even reverse, the progress we have made so far. Abdominal fat is far from a metabolically inert storage depot. In contrast, intra-abdominal adipocytes are metabolically highly active and secrete a broad range of biologically active molecules. These substances, which include free fatty acids, plasminogen activator inhibitor-1, inflammatory mediators such as interleukin-6, and novel adipokines such as visfatin or resistin, have the potential to adversely influence cardiometabolic risk directly or indirectly through the promotion of insulin resistance and of an atherogenic, pro-thrombotic, inflammatory cluster of abnormalities that we often refer to as the metabolic syndrome. In addition, secretion of another probably critically important adipose tissue-derived protein, adiponectin, is markedly decreased in the setting of abdominal obesity. Evidence available suggests that the metabolic effects of adiponectin may confer protection against the development of type 2 diabetes and cardiovascular disease. A faculty of leading experts came together to consider the nature and magnitude of the clinical problem posed by abdominal obesity and its associated comorbidities in a symposium, entitled Abdominal Obesity and Cardiovascular Disease Risk: Adipose Tissue as a Metabolic and Endocrine Organ, and a Key Therapeutic Target, held on the occasion of the 14th European Congress on Obesity, in Athens, Greece, on 1 June 2005. Three speakers contributed to this state-of-the-art symposium. My own presentation reviewed the atherogenic and diabetogenic cluster of metabolic abnormalities, which often accompany abdominal obesity, and suggested simple approaches in clinical practice of identifying the abdominally obese patients at the highest cardiometabolic risk. Dr Michael Jensen, of the Mayo Clinic in the USA, described in detail the causes and physiological consequences of the profound disturbances in free fatty acid metabolism in abdominal obesity. We have known for decades that type 2 diabetes confers a very high risk of cardiovascular events and that most of these patients ultimately die of cardiovascular disease. The contribution of abdominal obesity to the excess cardiometabolic risk in this population was described by Dr Steven Haffner of the University of Texas Health Science Center, USA. The reviews arising from each of these presentations provide a useful snapshot of our current knowledge in this exciting field of research. However, if we are to manage abdominal obesity effectively, we must have accurate data on the prevalence of this condition in clinical practice as well as on its related health consequences. The International Day for the Evaluation of Abdominal Obesity (IDEA) was a worldwide survey of the prevalence of abdominal obesity in more than 170 000 patients consulting their primary care physicians in 63 countries. The fourth presentation outlined the rationale and design of this key study published here under the authorship of members of the IDEA Steering Committee. The symposium provided a timely and detailed exploration of the contribution of abdominal obesity to adverse cardiovascular outcomes. On behalf of our faculty, I hope you find the reviews arising from our presentations interesting and useful in your clinical practice.

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)0.001
metaresearch head score (Gemma)0.004
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesInsufficient payload (model declined to judge)
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: Not applicable
GenreCandidate signal: Editorial · Consensus signal: none
Teacher disagreement score0.517
Threshold uncertainty score0.737

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.004
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0010.001
Scholarly communication0.0030.001
Open science0.0010.002
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.4830.353

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 head0.288
Teacher spread0.263 · 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; the direct Gemma label and the distilled Codex classifier agree on what is shown here.

Study designNot applicable
Domainnot available
GenreEditorial

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

Citations2
Published2006
Admission routes1
Has abstractno

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