Accuracy
The location of sample collection impact on sensitivity for COVID-19 in 205 Wuhan patients Samples source Positive rate Bronchoalveolar lavage fluid specimens 93% (14/15) Sputum 72% (75/104) Nasal swabs 63% (5/8) Fibrobronchoscope brush biopsy 46% (6/13) Pharyngeal swabs 32% (126/398) Feces 29% (44/153) Blood 1% (3/307) Accuracy is measured in terms of specificity and selectivity. Test errors can be false positives (the test is positive, but the virus is not present) or false negatives, (the test is negative, but the virus is present). Sensitivity and specificity Sensitivity indicates whether the test accurately identifies whether the virus is present. Each test requires a minimum level of viral load in order to produce a positive result. A 90% sensitive test will correctly identify 90% of infections, missing the other 10% (a false negative). Even relatively high sensitivity rates can produce high rates of false negatives in populations with low incidence rate...