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Abstract 11: Comparison of Patient Reported Angina with Provider Assigned Canadian Cardiovascular Society Angina Class Before and After Revascularization

2016· article· en· W2398311979 on OpenAlexaboutno aff
Michael E. Nassif, Suzanne V. Arnold, Mohammed Qintar, Michael E. Farkouh, Valentı́n Fuster, John A. Spertus

Bibliographic record

VenueCirculation Cardiovascular Quality and Outcomes · 2016
Typearticle
Languageen
FieldMedicine
TopicCardiac Imaging and Diagnostics
Canadian institutionsnot available
Fundersnot available
KeywordsCanadian Cardiovascular SocietyMedicineAnginaRevascularizationRandomizationConventional PCIInternal medicineRandomized controlled trialCardiologyPhysical therapyMyocardial infarction

Abstract

fetched live from OpenAlex

Background: The Canadian Cardiovascular Society (CCS) classification system for angina is a critical determinant of revascularization appropriateness. A major limitation of CCS is that it rates patients’ symptoms from the perspective of providers, rather than patients themselves. Accordingly, we sought to evaluate the correlation of physician-assigned CCS class with patient-reported Seattle Angina Questionnaire (SAQ), before and after revascularization. Methods: Using data from the FREEDOM trial, which randomized 1900 patients from over 160 international sites to either PCI or CABG, CCS was reported by physicians and the SAQ was completed by patients prior to randomization and 1 year later. SAQ angina frequency (SAQ AF) scores were considered to correspond to CCS class per the following: SAF AF: 100=CCS 0, 61-99=CCS I, 31-60=CCS II, 0-30=CCS III/IV. Agreement between physician- and patient-reported angina categories was compared using chi square tests. Results: Among 1640 patients who had CCS and SAQ data at both baseline and 1-year, the mean age was 63.1 years, 71% were male, and 83% had 3-vessel coronary disease. Before revascularization, physicians correctly reported the burden of angina in 25.5% of patients and overestimated the burden of angina in 62.1%. Among 1194 patients who reported monthly or no angina, 229 (19.2%) were classified by their physicians as having CCS III/IV. In contrast, at follow-up, 71.2% of patients had their angina correctly estimated by their physicians and only 0.6% among the 1568 patients with monthly/no angina were assigned CCS III/IV by their physicians. Among the 28.8% misclassified by CCS at 1 year, 20.8% had less angina than reported by physicians and 8.0% had more (Figure; p=0.01). Findings were similar when the analysis was repeated in patients who were treated with PCI or CABG. Conclusions: In a large cohort of patients with stable coronary disease undergoing revascularization, clinicians often overestimated the amount of angina patients were having prior to revascularization but were significantly more accurate at follow-up. Given that importance placed on CCS for enrollment in clinical trials, or assigning appropriateness of revascularization in clinical practice, using patient-reported symptom burden as a more unbiased measure should be considered.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.023
Threshold uncertainty score0.916

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.002
Bibliometrics0.0000.000
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 head0.024
GPT teacher head0.278
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 teacher head, not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
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

Citations3
Published2016
Admission routes1
Has abstractyes

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