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Letter to the Editor

Association is Not the Same as Accuracy

Luis Cláudio Lemos Correia et al. Carolina Esteves Barbosa

Dear Editor,

In a recent article, dos Santos et al. have concluded that, for patients with acute coronary syndromes, risk scores correlated with coronary artery disease severity. That apparently positive conclusion hides the poor performance of those scores to predict obstructive coronary artery disease due to two reasons. Firstly, in face of a diagnostic situation (presence of coronary artery disease ≥ 50%), the clinical focus should be on accuracy. Secondly, association (described in the article as correlation) does not ensure accuracy.

The major focus of that study should have been accuracy measures, such as area under the ROC curve, ranging from 0.56 to 0.70. Although statistically significant, those values indicate low accuracy from the diagnostic viewpoint. Corroborating those findings, in a recently published article in this same journal, our group has concluded that the degree of association (between scores and coronary anatomy) is not sufficient for risk scores to accurately predict the results of angiography.

[…]

  • Accuracy
  • Coronary anatomy
  • Grace Score
  • TIMI score
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Creative Commons Attribution (CC BY) Creative Commons license
01/01/2014 DOI: 10.5935/abc.20130251

How to cite this article

EndNote RIS

Electronic Document Format (Vancouver)

Correia LCL, Barbosa CE. Association is Not the Same as Accuracy. Arquivos Brasileiros de Cardiologia 2014;102(1):105-6.

Electronic Document Format (ABNT)

Correia, Luis Cláudio Lemos; Barbosa, Carolina Esteves. Association is Not the Same as Accuracy. Arquivos Brasileiros de Cardiologia, v. 102, n. 1, p. 105-106, Dec. 2013.

Electronic Document Format (APA)

Correia, L. C. L., & Barbosa, C. E. (2014). Association is Not the Same as Accuracy. Arquivos Brasileiros de Cardiologia, 102(1), 105-106.

Electronic Document Format (ISO)

Correia, Luis Cláudio Lemos and Barbosa, Carolina Esteves. Association is Not the Same as Accuracy. Arquivos Brasileiros de Cardiologia [online]. 2014, vol. 102, n. 1, [cited 2026-10-14], pp. 105-106. Available from: <https://journals.cardiol.br/en/article/association-is-not-the-same-as-accuracy/>. ISSN 0066-782X

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