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Record W7074152567

Clinical Symptoms and Angiographic Findings of Patients Undergoing Elective Coronary Angiography without Prior Stress Testing

2012· dissertation· en· W7074152567 on OpenAlexaboutno aff

Bibliographic record

VenueKU ScholarWorks (The University of Kansas) · 2012
Typedissertation
Languageen
FieldEconomics, Econometrics and Finance
TopicDiverse Scientific and Economic Studies
Canadian institutionsnot available
Fundersnot available
KeywordsCoronary artery diseaseStress testing (software)AnginaAsymptomaticCoronary angiographyAngiographyPercutaneous coronary interventionPre- and post-test probability
DOInot available

Abstract

fetched live from OpenAlex

Background: Many patients undergo elective coronary angiography without prior stress testing, precluding an assessment of their appropriateness for percutaneous coronary intervention (PCI). If, however, these patients have more severe angina or obstructive coronary artery disease (CAD), proceeding directly to angiography would represent efficient resource utilization. Methods: We identified patients without a prior history of obstructive CAD undergoing elective coronary angiography performed between July 2009 and March 2012 in the NCDR CathPCI Registry® and assessed for differences in angina (Canadian Cardiovascular Society [CCS] class) and severity of obstructive CAD (70% stenosis in an epicardial or 50% in a left main coronary artery) in those with and without pre-procedural stress testing. Given the large sample size, differences were considered clinically meaningful if the standardized difference was 10%. To further understand whether proceeding to coronary angiography without prior stress testing was justified because of a high clinical pre-test probability for CAD, we also compared the frequency of obstructive CAD. Results: Of 403,182 patients undergoing elective coronary angiography, nearly half (49.7%) were performed without prior stress testing. Patients without prior stress testing were more frequently asymptomatic (CCS class 0), as compared with those who had prior stress testing (40.5% vs. 28.7%; standardized difference 19.1%). There were no meaningful differences in the frequency of proximal LAD (5.1 % in no stress test group vs. 6.4% in stress test group; standardized difference 5.7%), left main (2.9% vs. 3.5%; standardized difference 3.5%) or 3-vessel CAD (4.4% vs. 6.1%; standardized difference 6.0%) between the 2 groups. Moreover, the likelihood of obstructive CAD in patients undergoing coronary angiography without prior stress testing was 18.0%, as compared with 43.0%, 22.9%, and 12.6% for those with stress testing showing severe, moderate, and mild ischemia. Conclusion: In elective angiography, proceeding to coronary angiography without prior stress testing was not associated with greater symptoms, higher-risk coronary anatomy, nor a greater presence of obstructive CAD. Many angiographic procedures might be avoided with pre-procedural stress testing.

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 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)0.001
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: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.017
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.001
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.000
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 head0.022
GPT teacher head0.213
Teacher spread0.191 · 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 teacher head, not a consensus.

Study designObservational
Domainnot available
GenreEmpirical

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
Published2012
Admission routes1
Has abstractyes

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