HPV vaccination in male physicians: A survey of gynecologists and otolaryngology surgeons' attitudes towards vaccination in themselves and their patients
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
OBJECTIVE: Attitudes and barriers towards HPV vaccination were explored in a population of male surgeons in Gynecology and Otolaryngology in Ontario, Canada. MATERIALS/METHODS: An internet-based survey was distributed to male residents and physicians affiliated with the departments of Obstetrics and Gynecology, and Otolaryngology at six Ontario universities. The survey consisted of 16 questions (3 demographic, 3 workplace exposure, 6 regarding personal vaccination, and 3 regarding patient vaccination). Subgroup analyses examined differences between residents versus staff physicians and gynecologists versus otolaryngologists. RESULTS: Most respondents (51/63, 81.0%) had not been vaccinated against HPV, yet would consider vaccination in the future (41/51, 80.4%). Significantly more residents would consider vaccination compared to staff physicians (p = .03). Personal protection from benign HPV disease was the most common motivating factor (25/59, 42.4%) among participants. A notable barrier to vaccination was "age over recommendations" (9/44, 20.4%). Most participants would recommend the HPV vaccine to both male patients (49/62, 79.0%) and male partners of female patients (47/62, 75.8%). CONCLUSIONS: This study demonstrates male gynecologists and otolaryngologists had largely favorable attitudes towards HPV vaccination though few had received vaccination. These findings may be used to increase HPV vaccine uptake among male health care professionals and their patients.
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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 | 0.003 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.001 |
| 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) | 0.001 | 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