Self-Sampling Is Associated with Increased Detection of Human Papillomavirus DNA in the Genital Tract of HIV-Seropositive Women
Bibliographic record
Abstract
BACKGROUND: Analysis of self-collected swab samples from the genital tract could improve accrual and retention of women in studies of human papillomavirus (HPV) infection and precancerous cervical lesions. Self-collected vaginal swab specimens and physician-collected cervical swab specimens were compared for detection and typing of HPV DNA in 158 HIV-seropositive women. METHODS: Paired samples were collected for 157 participants. Beta-globin was not detected in 6 (3.3%) physician-collected specimens and 8 (4.3%) self-obtained specimens collected from 11 women, leaving 146 paired samples suitable for PCR analysis. HPV DNA was amplified with the HPV primers PGMY09 and PGMY11 and typed using the line blot assay. RESULTS: HPV DNA was detected more frequently in self-collected samples (95 [65.1%] of 146), compared with physician-collected samples (78 [53.4%] of 146) (P = .04). Self-collected samples contained a greater number of types (mean +/- SD, 1.60 +/- 1.80 types; 95% confidence interval [CI], 1.31-1.90), compared with physician-collected samples (mean +/- SD, 1.25 +/- 1.66 types; 95% CI, 0.98-1.52) (P = .04). A good agreement between sampling methods was achieved for detection of any HPV DNA (kappa = 0.73; 95% CI, 0.58-0.89), high-risk types (kappa = 0.84; 95% CI, 0.68-0.99), and low-risk types (kappa = 0.71; 95% CI, 0.67-0.75). Agreement between sampling methods for detection of HPV DNA was found for 24 (88.8%) of 27 follow-up samples collected from a total of 20 women. A comparison of samples collected at consecutive visits revealed agreements for detection of any HPV DNA, detection of high-risk HPV, and HPV typing results between visits of 88.9% (24 of 27 samples), 81.5% (22 of 27), and 55.5% (15 of 27), respectively, for physician-collected samples, and 96.3% (26 of 27 samples), 92.6% (25 of 27), and 55.5% (15 of 27), respectively, for self-collected samples. CONCLUSION: Analysis of self-collected vaginal swab samples improved the detection rate of HPV, suggesting that such samples might be of greater value than physician-obtained samples in studies of HPV transmission.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".