Table 3 Summarized accuracy, sensitivity, specificity, PPV and NPV with lower and upper 95% confidence interval for each group.

From: Detection of COVID-19 by quantitative analysis of carbonyl compounds in exhaled breath

%

Sensitivity

Specificity

PPV

NPV

Accuracy

Features

Alpha period positive vs negative

96.4 (87.0–99.7)

100 (93.8–100)

100 (91.9–100)

97.2 (89.9–99.8)

98.4 (94.0–99.9)

Acetone/2-butanone ratio, 2-pentenal/OT

Delta period positive vs negative

93.0 (85.3–97.1)

84.6 (76.5–90.2)

82.5 (73.6–88.9)

93.9 (87.2–97.5)

88.3 (83.0–92.1)

Hexanal, crotonaldehyde, malondialdehyde, hydroxy-pentenal, hydroxy-pentanal, hydroxy-hexanal, C1 + C2 + C3, other total (excluded C1, C2, C3), formaldehyde/(C1 + C2 + C3), acetone/2-butanone, C4 + C5, butanal/OT

All positive vs all negative

90.1 (83.9–94.1)

98.3 (95.0–99.7)

97.7 (93.1–99.5)

92.7 (88.0–95.7)

94.7 (91.6–96.7)

Acetone, hexanal, C1 + C2 + C3, acetone/2-butanone and butanal/OT

Alpha positive vs Delta positive

100 (94.9–100)

100 (92.2–100)

100 (94.9–100)

100 (92.2–100)

100 (96.8–100)

Butanal, pentanal, malondialdehyde, octanal/OT

Asymptomatic vs all negative

71.0 (53.2–84.1)

99.5 (96.7–100)

95.7 (77.3–100)

95.3 (91.2–97.6)

95.3 (91.5–97.8)

Acetone, hydroxy-hexanal, butanal/OT, acetone/2-butanone