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. 2011 Feb 14;6(2):e14677. doi: 10.1371/journal.pone.0014677

Table 2. Agreement between CVD conditions and ICD-9 discharge codes, 2000–2002.

Conditions ICD-9 Codes Chief complaint keywords Prevalence (%) Sensitivity Specificity PPV
Myocardial infarction 410 Heart attack 0.2 0.007 0.999 0.010
Heart failure 428 CHF <0.1 0.016 0.999 0.014
Dysrhythmia 427–429 Heartbeat 0.7 0.299 0.996 0.345
Heart racing
Tachycardia
Stroke 430–436 CVA 0.1 0.081 0.999 0.075
Stroke
Chest pain 411, 786.5 Angina 4.2 0.482 0.968 0.398
Chest pain
Shortness of breath 786.05 Short of breath 1.8 0.288 0.983 0.237
Hypertension 401–405 Blood pressure 0.6 0.119 0.997 0.193
Hypertension

+Prevalence defined by ICD-9 codes.