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Record W4231326315 · doi:10.2310/tywc.1100

Chronic Stable Angina

2018· article· en· W4231326315 on OpenAlexaboutno aff
Benjamin J Scirica, J. Antonio Gutierrez

Bibliographic record

VenueDeckerMed Transitional Year Weekly Curriculum™ · 2018
Typearticle
Languageen
FieldMedicine
TopicCardiac Imaging and Diagnostics
Canadian institutionsnot available
Fundersnot available
KeywordsMedicineCardiologyInternal medicineAnginaPercutaneous coronary interventionCoronary artery diseaseChest painRevascularizationFramingham Risk ScoreMyocardial infarctionDisease

Abstract

fetched live from OpenAlex

By definition, chronic stable angina is angina that has been stable with regard to frequency and severity for at least 2 months. Chronic stable angina is the initial manifestation of coronary heart disease in approximately 50% of patients. Typically, this type of angina occurs in the setting of atherosclerotic coronary arterial narrowing, although other causes are possible. This review covers the epidemiology, pathophysiology, initial evaluation, differential diagnosis, management, and treatment of patients with chronic stable angina. Figures show noninvasive testing and the probability of coronary artery disease; diagnosis of patients with suspected ischemic heart disease; probability of severe coronary artery disease; coronary outcomes for high- versus low-intensity statin therapy; optimal medical therapy (OMT) versus OMT and percutaneous coronary intervention for chronic angina; OMT versus percutaneous coronary intervention for stable coronary heart disease; and coronary artery bypass grafting versus percutaneous coronary intervention for diabetes and coronary artery disease. Tables list the grading of angina pectoris by the Canadian Cardiovascular Society classification system, the differential diagnosis of chest pain, conditions promoting myocardial oxygen supply and demand mismatch, the features of typical angina, the classification of chest pain, a comparison of the pretest likelihood of coronary heart disease (CHD) in low-risk and high-risk symptomatic patients, the posttest probability of significant CHD based on pretest probabilities of CHD and normal or abnormal results of noninvasive studies, survival according to risk groups based on Duke treadmill scores, high- and moderate-intensity statin therapy, revascularization to improve survival compared with medical therapy, revascularization to improve symptoms with significant anatomic (≥ 50% left main or ≥ 70% nonleft main coronary artery disease) or physiologic (fractional flow reserve ≤ 0.80) coronary artery stenoses, and questions recommended by an expert panel for patients with chronic stable angina at follow-up visits. This review contains 7 highly rendered figures, 13 tables, and 109 references.

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)0.002
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: Not applicable
GenreCandidate signal: Other · Consensus signal: Other
Teacher disagreement score0.050
Threshold uncertainty score0.168

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0010.000
Scholarly communication0.0010.001
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0500.011

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 head0.009
GPT teacher head0.263
Teacher spread0.254 · 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
GenreOther

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

Citations0
Published2018
Admission routes1
Has abstractyes

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