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. 2020 Sep 4;6(6):677–693. doi: 10.1002/osp4.450

TABLE 6.

Registry as gold‐standard (n = 1 study)

Author, year Years of data collection Codes used Case identification method definitions N Se (95% CI) Sp (95% CI) PPV (95% CI) NPV (95% CI) Characteristics
Martin et al., 2014 2002–2008 ICD‐10: E65–E68. ≥1 diagnostic code for obesity in any position in the 25 diagnosis coding fields.
Overall 17 380 7.75 (‐) 98.98 (‐) 65.94 (61.38–70.51) 80.84 (‐) 2002–2008
Year 17 380 8.24 (‐) 98.49 (‐) 58.82 (48.36–69.29) 80.41 (‐) 2002
9.48 (‐) 98.58 (‐) 61.25 (50.57–71.93) 82.16 (‐) 2003
8.69 (‐) 99.14 (‐) 73.13 (62.52–83.75) 80.02 (‐) 2004
5.81 (‐) 99.34 (‐) 69.05 (55.07–83.03) 80.60 (‐) 2005
6.44 (‐) 99.53 (‐) 76.92 (63.70–90.15) 81.38 (‐) 2006
5.87 (‐) 99.14 (‐) 63.41 (48.67–78.16) 80.64 (‐) 2007
9.37 (‐) 98.78 (‐) 66.67 (54.74–78.59) 80.67 (‐) 2008
Age 17 380 7.58 (‐) 99.03 (‐) 68.57 (‐) 79.27 (‐) <55 years old
7.63 (‐) 98.77 (‐) 63.64 (‐) 79.19 (‐) 55–65 years old
8.02 (‐) 99.06 (‐) 69.49 (‐) 80.08 (‐) 65–75 years old
7.76 (‐) 99.08 (‐) 60.00 (‐) 85.85 (‐) ≥75 years old
Gender 17 380 9.84 (‐) 98.79 (‐) 76.26 (‐) 73.52 (‐) Female
6.14 (‐) 99.06 (‐) 56.48 (‐) 84.11 (‐) Male
Indication for coronary catheterization 17 380 8.77 (‐) 98.92 (‐) 68.99 (‐) 79.81 (‐) Stable angina
7.85 (‐) 98.92 (‐) 63.19 (‐) 82.01 (‐) MI
6.88 (‐) 98.85 (‐) 63.74 (‐) 78.28 (‐) Unstable angina
6.52 (‐) 99.54 (‐) 74.19 (‐) 83.87 (‐) Other
Diabetes 17 380 6.18 (‐) 99.19 (‐) 62.55 (‐) 82.86 (‐) No
11.39 (‐) 98.08 (‐) 70.76 (‐) 73.05 (‐) Yes
CVD 17 380 7.49 (‐) 98.98 (‐) 65.07 (‐) 80.85 (‐) No history
10.94 (‐) 99.00 (‐) 74.36 (‐) 80.73 (‐) History
CHF 17 380 7.64 (‐) 98.98 (‐) 65.73 (‐) 80.74 (‐) No
8.46 (‐) 98.99 (‐) 67.24 (‐) 81.48 (‐) Yes
Hypertension 17 380 7.80 (‐) 99.18 (‐) 63.87 (‐) 85.27 (‐) No
7.73 (‐) 98.86 (‐) 66.78 (‐) 78.36 (‐) Yes
Hyperlipidaemia 17 380 7.83 (‐) 98.87 (‐) 65.11 (‐) 79.91 (‐) No
7.49 (‐) 99.27 (‐) 68.82 (‐) 83.27 (‐) Yes
Prior MI 17 380 7.43 (‐) 98.99 (‐) 65.66 (‐) 80.59 (‐) No
8.73 (‐) 98.95 (‐) 66.96 (‐) 81.60 (‐) Yes

Abbreviations: BMI, body mass index; CHF, congestive heart failure; CI, confidence interval; CVD, cerebrovascular diseases; ICD‐10, International Classification of Diseases, 10th Revision; N, number; MI, myocardial infarction; NPV, negative predictive value; PPV, positive predictive value; Se, sensitivity; Sp, specificity.