From: Screen more or screen more often? Using mathematical models to inform syphilis control strategies
Parameter | Details | Value | Distribution | Source |
---|---|---|---|---|
Type | ||||
Population characteristics | Â | Â | Â | Â |
Population size | Â | 2,000 | Â | Â |
Time spent in model (years) (min, max, mode) | Â | 1, 34, 17 | Triangular | [27]; assumption |
Proportion of MSM who are HIV positive | Â | 0.2 | Â | [29]; assumption |
Syphilis natural history | Â | Â | Â | Â |
Probability of transmission (per act) (min, max, mode) | Penile-anal/Penile-oral | 0.01, 0.05, 0.014 | Triangular | [26]; assumption |
Incubation period (days) | Â | 21-28 | Uniform discrete | [30] |
Infection/infectious period (days) | Â | Â | Â | |
 | Primary | 45-60 | Uniform discrete |  |
 | Secondary | 100-140 | Uniform discrete |  |
 | Early latent* | 365 |  |  |
 | Recurrent | 90 |  |  |
 | Late Latent* | Until end of life in model |  |  |
Probability of recurrent syphilis | Â | 0.25 | Â | [33] |
Duration of protective immunity following | Â | Â | Â | |
treatment (years) | ||||
 | Primary or secondary syphilis | 0 |  |  |
 | Latent syphilis | 5 |  |  |
Partnership characteristics | Â | Â | Â | Â |
Number of partners in past 6 months (proportion of population in each category) | Â | Â | Â | [27] |
 | 1 | 0.28 |  |  |
 | 2-9 | 0.48 |  |  |
 | 10-29 | 0.15 |  |  |
 | 30-75 | 0.09 |  |  |
Maximum number of partnersin past 6 months (by partner number category) (min, max, mode) | Â | Â | Â | Â |
 | 1 | 1 |  | Assumption |
 | 2-9 | 2,9,8 | Triangular |  |
 | 10-29 | 10,29,25 | Triangular |  |
 | 30-75 | 30,75,50 | Triangular |  |
Duration of partnership (days) (min, max, mode) | Â | Â | Â | [27]; Assumption |
 | Casual | 1,2,1 | Triangular |  |
 | Regular | 7,3000,365 | Triangular |  |
Behavioural characteristics | Â | Â | Â | Â |
Frequency of anal sex (per day) | Â | Â | Â | [26] |
 | Casual partnership | 0.7 |  |  |
 | Regular partnership | 0.3 |  |  |
Frequency of oral sex (per day) | Â | Â | Â | [26] |
 | Casual partnership | 1 |  |  |
 | Regular partnership | 0.3 |  |  |
Probability of condom use (anal sex) | Â | Â | Â | |
 | HIV-concordant | 0.5 |  |  |
 | HIV-discordant | 0.8 |  |  |
Condom efficacy | Assume condom use for anal intercourse only | 0.9 | Â | [36] |
Test and Treatment characteristics | Â | Â | Â | Â |
Probability of seeking medical care for symptoms | Â | Â | Â | |
 | Primary | 0.25 |  |  |
 | Secondary | 0.60 |  |  |
Time to treat (days) | Primary | 3-56 | Uniform | [38]; assumption |
 | Secondary | 1-57 | Uniform |  |
Proportionof population screened routinely for | Â | Â | Â | |
syphilis | assumption | |||
 | HIV positive | 0.5 |  |  |
 | HIV negative | 0.2 |  |  |
Test sensitivity | Treponemal-specific screening test | 0.95 | Â | |
Probability of partner notification | Â | Â | Â | Assumption |
 | Casual partner | 0.1 |  |  |
 | Regular partner | 0.6 |  |  |
Trace-back period for partner notification | Â | Â | Â | [43] |
(months) | ||||
 | Primary | 3 |  |  |
 | Secondary | 6 |  |  |
 | Early latent | 12 |  |  |
Time from index case identification to screening of named partner(s) (days) | Â | 3-21 | Â | Assumption |