Table 1. Parameters and variables for modelling viral load, test sensitivity, and expected transmissions.
| Model Component | Description |
|---|---|
| V (t; V0, Vp, τp, τr) | Viral load at time t since infection. Dependence on other param- eters is described in Equation 1 and shown in Figure 1A. |
| V 0 | Viral load at the time of infection: V0 = 3 · 10−3 based on one viral particle within ≈ 300ml of respiratory fluid [26]. |
| Vp | Peak viral load. Adjusted to attain a specified value of R0. |
| τp | Time from infection to peak viral load: 1.5 to 12 days. |
| τr | Time from Vp to V0. Symmetry assumption (τr = τp) can be relaxed in the app. |
| S(v; Smax, k, LOD50) | Test sensitivity (probability that a positive sample is detected as positive) as a function of viral load, v. Dependence on other parameters described in Equation 2 and shown in Figure 1B. |
| Smax | Maximum test sensitivity: 99.5% for PCR, 90% for antigen tests. |
| k | Controls width of intermediate test sensitivity region: k = 6 for PCR and k = 1.3 for antigen tests. |
| LOD 50 | Viral load at which test sensitivity reaches Smax/2: 102 copies/ml for PCR and 105.4 for antigen tests. |
| T (v; NC, h, Km, θ) | Expected transmissions per day as a function of viral load, v. Dependence on other parameters described by Equation 3 and shown in Figure 1C. |
| NC | Average number of close contacts per day: NC = 13 based on [28]. Appendix C explores time-dependent reduction in contacts caused by symptoms. |
| h | Controls width of sigmoid for transmission risk vs. viral load: h = 0.51 based on [29]. |
| Km | Midpoint of infectiousness: Km = 8.9 · 106 copies/ml based on [29]. |
| θ | Increased from 0.2 in Ke et al. [29] to 0.3, corresponding to a maximum per-contact transmission probability of 26%. |
| σ(δ, ρ) | The fraction of transmissions that would be prevented (relative to R0) if the entire population tested every ρ days and received test results after δ delay. |
| δ | Time delay before receiving a test result. 0 for antigen tests and 2+ hours for PCR. |
| ρ | Time between tests. |
| γ | Fraction of the population that adheres to regular testing. |
| β | Fraction reduction in transmissions after a person who tests regularly learns they are positive. |
| R 0 | Expected transmissions per infected person with no population immunity or disease-control measures. |
| Re | Expected transmissions per infected person given interventions, with no population immunity. |