Factors associated with anal cancer screening uptake in men who have sex with men living with HIV: a cross-sectional study
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Most western countries have guidelines on anal cancer screening for men who have sex with men (MSM) living with HIV. However, adherence to these guidelines has been studied poorly. This cross-sectional study reports anal cancer screening uptake and identifies the factors associated with a previous screening in MSM living with HIV in a Paris Hospital (France). A total of 410 outpatients completed a self-administered questionnaire on anal cancer screening. The median age was 50 years and the median time from HIV diagnosis was 14.2 years. Overall, 82.2% of patients were aware of anal cancer screening and, of these, 56.7% had already undergone a screening test. The absence of history of screening (43.3%) was most often explained by lack of time (31.3%) or information (28.2%). Among patients familiar with the anal screening procedure, those older than 50 years (adjusted odds ratio=2.4, 95% confidence interval=1.3-4.7, P=0.007) and informed by healthcare providers (adjusted odds ratio=8.2, 95% confidence interval=2.5-32.0, P=0.001) were more likely to have already been screened. To date, adherence to anal cancer screening in MSM living with HIV appears to be inadequate to enable diagnosis of cancer at its early stages. Encouraging physicians to inform MSM living with HIV about anal cancer screening, irrespective of their age, could be an effective strategy to improve anal cancer screening uptake.
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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 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 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 it