Table 2.

Performance breakdown of binary models: External validation.

Target	Model	Sensitivity (CI95)	Specificity (CI95)	AUROC (CI95)
Control	Baseline	0.241 (0.139–0.372)	0.830 (0.742–0.898)	0.703 (0.622–0.785)
	DeepBreath	0.770 (0.645–0.868)	0.840 (0.756–0.904)	0.887 (0.839–0.936)
Pneumonia	Baseline	0.000 (0.000–0.079)	1.000 (0.968–1.000)	0.315 (0.226–0.405)
	DeepBreath	0.469 (0.325–0.617)	0.839 (0.760–0.900)	0.739 (0.656–0.821)
Wheezing Disorder	Baseline	0.419 (0.245–0.609)	0.693 (0.605–0.772)	0.614 (0.513–0.715)
	DeepBreath	0.636 (0.451–0.796)	0.701 (0.616–0.777)	0.743 (0.651–0.836)
Bronchiolitis	Baseline	0.542 (0.328–0.744)	0.933 (0.876–0.969)	0.896 (0.843–0.949)
	DeepBreath	0.500 (0.291–0.709)	0.923 (0.867–0.961)	0.870 (0.796–0.943)