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Cardiovascular Aspects of Sexual Medicine

2010· article· en· W2004135674 on OpenAlexaff
Graham Jackson, Piero Montorsi, Michael A. Adams, Tarek Anis, Ahmed I. El‐Sakka, Martin Miner, Charalambos Vlachopoulos, Edward Kim

Bibliographic record

VenueThe Journal of Sexual Medicine · 2010
Typearticle
Languageen
FieldMedicine
TopicSexual function and dysfunction studies
Canadian institutionsQueen's University
Fundersnot available
KeywordsCoronary artery diseaseMedicineErectile dysfunctionGuidelineGrading (engineering)CADPresentation (obstetrics)Intensive care medicineSexual medicineFamily medicineGynecologyInternal medicinePathologySurgeryEngineering

Abstract

fetched live from OpenAlex

INTRODUCTION: Erectile dysfunction (ED) is common and considered to be predominantly of vascular origin. AIM: To evaluate the link between ED and coronary artery disease (CAD) and provide a consensus report regarding evaluation and management. METHODS: A committee of eight experts from six countries was convened to review the worldwide literature concerning ED and CAD and provide a guideline for management. MAIN OUTCOME MEASURE: Expert opinion was based on grading the evidence-based medical literature, widespread internal committee discussion, public presentation, and debate. RESULTS: ED and CAD frequently coexist. Between 50-70% of men with CAD have ED. ED can arise before CAD is symptomatic with a time window of 3-5 years. ED and CAD share the same risk factors, and endothelial dysfunction is the common denominator. Treating ED in cardiac patients is safe, provided that their risks are properly evaluated. CONCLUSION: ED is a marker for silent CAD that needs to be excluded. Men with CAD frequently have ED that can be treated safely following guidelines.

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)0.003
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: Review · Consensus signal: Review
Teacher disagreement score0.015
Threshold uncertainty score0.049

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.003
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0000.001
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0150.001

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 head0.042
GPT teacher head0.303
Teacher spread0.261 · 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
GenreReview

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

Citations126
Published2010
Admission routes1
Has abstractyes

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