{"id":"W4393901637","doi":"10.32920/25461103.v1","title":"Self-reported Human Papillomavirus Vaccination and Vaccine Effectiveness Among Men Who Have Sex with Men: A Quantitative Bias Analysis","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"ViiV Healthcare; Université de Montréal; Université Laval; Merck Canada; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Gilead Sciences; Bill and Melinda Gates Foundation","keywords":"Human papillomavirus; Vaccination; Men who have sex with men; Human papillomavirus vaccine; Medicine; Demography; Virology; Internal medicine; Cervical cancer; Human immunodeficiency virus (HIV); Cancer; Sociology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.08899306,0.0008291237,0.0009836133,0.002321089,0.0008207659,0.001478187,0.002321884,0.001460717,0.003062079],"category_scores_gemma":[0.194761,0.0007704708,0.007659692,0.002946667,0.001134398,0.001324873,0.002495314,0.001251829,0.0002908937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001917189,"about_ca_system_score_gemma":0.00248691,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01504854,"about_ca_topic_score_gemma":0.007415502,"domain_scores_codex":[0.9114628,0.06009451,0.00817121,0.006597371,0.01209438,0.001579778],"domain_scores_gemma":[0.8392779,0.09899677,0.03398576,0.01420485,0.01246094,0.001073842],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008161709,0.00009747031,0.9676302,0.000806501,0.01001348,0.00005876758,0.0007534825,0.001477371,0.0002280556,0.00165772,0.0009842895,0.01547643],"study_design_scores_gemma":[0.0005322788,0.001885514,0.9346549,0.001322812,0.01314984,0.0008475019,0.001224572,0.0324276,0.001419407,0.005696775,0.006636562,0.0002022741],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8821785,0.006916463,0.09528458,0.00141421,0.0002816503,0.002385896,0.008996893,0.000142182,0.002399642],"genre_scores_gemma":[0.9812149,0.0002768991,0.01442388,0.0003588913,0.00006820271,0.001592823,0.001495038,0.00003307006,0.0005363014],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08899306,"threshold_uncertainty_score":0.4706459,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04631906049005206,"score_gpt":0.3835703815159746,"score_spread":0.3372513210259225,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}