Performance of COVID-19 associated symptoms and temperature checking as a screening tool for SARS-CoV-2 infection
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PLOS ONE
Abstract
Coronavirus disease-19 (COVID-19), which started in late December, 2019, has spread to
affect 216 countries and territories around the world. Globally, the number of cases of
SARS-CoV-2 infection has been growing exponentially. There is pressure on countries to
flatten the curves and break transmission. Most countries are practicing partial or total lockdown,
vaccination, massive education on hygiene, social distancing, isolation of cases,
quarantine of exposed and various screening approaches such as temperature and symptom-
based screening to break the transmission. Some studies outside Africa have found the
screening for fever using non-contact thermometers to lack good sensitivity for detecting
SARS-CoV-2 infection. The aim of this study was to determine the usefulness of clinical
symptoms in accurately predicting a final diagnosis of COVID-19 disease in the Ghanaian
setting. The study analysed screening and test data of COVID-19 suspected, probable and contacts
for the months of March to August 2020. A total of 1,986 participants presenting to Tamale Teaching hospital were included in the study. Logistic regression and receiver operator
characteristics (ROC) analysis were carried out. Overall SARS-CoV-2 positivity rate was 16.8%. Those with symptoms had significantly
higher positivity rate (21.6%) compared with asymptomatic (17.0%) [chi-squared 15.5, pvalue,
<0.001]. Patients that were positive for SARS-CoV-2 were 5.9 [3.9–8.8] times more
likely to have loss of sense of smell and 5.9 [3.8–9.3] times more likely to having loss of
sense of taste. Using history of fever as a screening tool correctly picked up only 14.8% of
all true positives of SARS-CoV-2 infection and failed to pick up 86.2% of positive cases.
Using cough alone would detect 22.4% and miss 87.6%. Non-contact thermometer used
alone, as a screening tool for COVID-19 at a cut-off of 37.8 would only pick 4.8% of positive
SARS-CoV-2 infected patients. Overall SARS-CoV-2 positivity rate was 16.8%. Those with symptoms had significantly
higher positivity rate (21.6%) compared with asymptomatic (17.0%) [chi-squared 15.5, pvalue,
<0.001]. Patients that were positive for SARS-CoV-2 were 5.9 [3.9–8.8] times more
likely to have loss of sense of smell and 5.9 [3.8–9.3] times more likely to having loss of
sense of taste. Using history of fever as a screening tool correctly picked up only 14.8% of
all true positives of SARS-CoV-2 infection and failed to pick up 86.2% of positive cases.
Using cough alone would detect 22.4% and miss 87.6%. Non-contact thermometer used
alone, as a screening tool for COVID-19 at a cut-off of 37.8 would only pick 4.8% of positive
SARS-CoV-2 infected patients.Overall SARS-CoV-2 positivity rate was 16.8%. Those with symptoms had significantly
higher positivity rate (21.6%) compared with asymptomatic (17.0%) [chi-squared 15.5, pvalue,
<0.001]. Patients that were positive for SARS-CoV-2 were 5.9 [3.9–8.8] times more
likely to have loss of sense of smell and 5.9 [3.8–9.3] times more likely to having loss of
sense of taste. Using history of fever as a screening tool correctly picked up only 14.8% of
all true positives of SARS-CoV-2 infection and failed to pick up 86.2% of positive cases.
Using cough alone would detect 22.4% and miss 87.6%. Non-contact thermometer used
alone, as a screening tool for COVID-19 at a cut-off of 37.8 would only pick 4.8% of positive
SARS-CoV-2 infected patients.Overall SARS-CoV-2 positivity rate was 16.8%. Those with symptoms had significantly
higher positivity rate (21.6%) compared with asymptomatic (17.0%) [chi-squared 15.5, pvalue,
<0.001]. Patients that were positive for SARS-CoV-2 were 5.9 [3.9–8.8] times more
likely to have loss of sense of smell and 5.9 [3.8–9.3] times more likely to having loss of
sense of taste. Using history of fever as a screening tool correctly picked up only 14.8% of
all true positives of SARS-CoV-2 infection and failed to pick up 86.2% of positive cases.
Using cough alone would detect 22.4% and miss 87.6%. Non-contact thermometer used
alone, as a screening tool for COVID-19 at a cut-off of 37.8 would only pick 4.8% of positive
SARS-CoV-2 infected patients.The use of fever alone or other symptoms individually [or in combination] as a screening tool
for SARS-CoV-2 infection is not worthwhile based on ROC analysis. Use of temperature
check as a COVID-19 screening tool to allow people into public space irrespective of the
temperature cut-off is of little benefit in diagnosing infected persons. We recommend the
use of facemask, hand hygiene, social distancing as effective means of preventing infection
Description
Research Article