Pre-symptomatic Incubation Model for Precision Strategies of Screening, Quarantine, and Isolation of Imported COVID-19 Cases: Modelling Approach (Preprint)
BACKGROUND Pre-symptomatic imported COVID-19 cases play an important role in border control strategies for containing their further spread to community outbreaks. OBJECTIVE A pre-symptomatic incubation model was proposed to develop precision screening, quarantine, and isolation strategies for containing imported COVID-19 case. METHODS The natural history model of pre-symptomatic and symptomatic COVID-19 was constructed by using 727 imported cases of COVID-19 in Taiwan, consisting of the first pandemic period (March-June), the second containment period (July-September), and the third pandemic period (October-December) in parallel with the evolution of new virus variants. We collected the valuable information on symptomatic cases ascertained upon the arrival and the natural transition from pre-symptomatic RT-PCR detectable phase (RT-PCRDP) to symptomatic phase during 14-day quarantine period. We estimated the incidence of pre-symptomatic disease and the dwelling time from pre-symptomatic RT-PCRDP to symptomatic phase on which we were based to simulate various strategies of screening with RT-PCR test and the optimal interval of quarantine and isolation for the vaccinated and unvaccinated travelers. RESULTS The overall daily rate (per 100,000) of pre-symptomatic COVID-19 cases was 106 (95% CI: 95-118) in the first period (March-June), fell to 37 (95% CI: 27.9-47.2) in the second period (July-September), and resurged to 141 (95% CI: 117-164) in the third period (October-December). Given the median dwelling time, over 82% of the transition from pre-symptomatic to symptomatic phase were noted in 5-day quarantine. The length of quarantine given two tests can be reduced from 14 to 5 days for the unvaccinated traveler. It can be precisely determined by the classification of country-specific risk and may be reduced to two days or lifting, depending on country-specific risk, after vaccination. CONCLUSIONS Precision strategies for imported COVID-19 cases provide a solution to the trade-off between border control and re-opening to travel before vaccination to reach herd immunity worldwide.