Table 2.
Column 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 |
---|---|---|---|---|---|---|---|
Risk score | Cutoffb | Seroconversion visits among visits with a score of at least the cutoffc | Seroconversion visits among visits with a score below the cutoffc | Sensitivity % (95% CI) |
Specificity % (95% CI) |
Overall AUC (95% CI) |
% to be tested |
Development of a risk score in Amsterdam Cohort Studies | |||||||
A. Initial risk scored,e
-CLAI a conditionf |
2 | 80/1888 | 95/15555 | 45.7 (38.2–53.4) | 89.5 (89.1–90.0) | 0.70 (0.66–0.74) | 10.8 |
B. 14 symptoms scored as beta coefficient in symptom based modeld,g
-CLAI a conditionf |
0.1 | 90/2342 | 85/15101 | 51.4 (43.8–59.0) | 87.0 (86.4–87.5) | 0.71 (0.67–0.74) | 13.4 |
C. 14 symptoms scored as beta coefficient in symptom based modelg,h
-CLAI not a condition |
0.2 | 116/4430 | 59/13012 | 66.3 (58.8–73.2) | 75.0 (74.4–75.7) | 0.74 (0.70–0.78) | 25.4 |
D. 14 symptoms and 3 risk factors, scored as beta coefficient in combined modeli,j | 1.3 | 111/4334 | 24/10858 | 82.2 (74.7–88.3) | 72.0 (71.2–72.7) | 0.83 (0.80–0.87) | 28.5 |
E. 4 symptoms and 3 risk factors scored as beta coefficient in combined modelk,j | 1.5 | 103/3675 | 32/11517 | 76.3 (68.2–83.2) | 76.3 (75.6–77.0) | 0.82 (0.79–0.86) | 24.2 |
Validation of optimal risk score in Multicenter AIDS Cohort Study | |||||||
E. 4 symptoms and 3 risk factorsk, scored as beta coefficient | 1.5 | 77/3779 | 60/29274 | 56.2 (47.5–64.7) | 88.8 (88.4–89.1) | 0.78 (0.74–0.82) | 11.4 |
AHI acute HIV-1 infection, CI confidence interval, CLAI condomless anal intercourse
aBased on imputed data using the last observation carried forward method
bBased on Youden-index, with the exception for risk score A: pre-defined cutoff was 2
cDue to missing values, the denominators of columns 3 and 4 do not add up to 17,446. Data were missing for the following variables: fever, 1 missing; genital ulcers, 3 missings; gonorrhea, 2072 missings; receptive condomless anal intercourse, 162 missings; >5 sexual partners, 56 missings.
dDue to 3 records with missing values, these risk score evaluations are based on 17,443 records
e14 symptoms scored as case definition, but genital warts and oral ulcers not included due to large number of missing variables; score of 1: fatigue, headache, myalgia, nausea, night sweats, pharyngitis, or rash; score of 2: diarrhea, fever, genital ulcers, lymphadenopathy, oral thrush, oral ulcers, vomiting, or weight loss
f112/175 seroconverters reported condomless anal intercourse in the preceding 6 months
gIn a multivariable model including 14 symptoms (Table 3, column 6): diarrhea, fatigue, fever, genital ulcers, headache, lymphadenopathy, myalgia, nausea, night sweats, oral thrush, rash, sore throat, vomiting, weight loss
hDue to 4 records with missing values, these risk score evaluations are based on 17,442 records
iIn a multivariable model including 14 symptoms and 3 risk factors (Table 3, column 8): diarrhea, fatigue, fever, genital ulcers, headache, lymphadenopathy, myalgia, nausea, night sweats, oral thrush, rash, sore throat, vomiting, weight loss, and in the preceding 6 months: gonorrhea, receptive condomless anal intercourse, >5 sexual partners
jDue to 2254 records with missing values, these risk score evaluations are based on 15,192 records
kFever, lymphadenopathy, oral thrush, weight loss, and in the preceding 6 months: gonorrhea, receptive condomless anal intercourse, >5 sexual partners