{"id":"W4318755053","doi":"10.1097/ede.0000000000001580","title":"Self-reported Human Papillomavirus Vaccination and Vaccine Effectiveness Among Men Who Have Sex with Men: A Quantitative Bias Analysis","year":2023,"lang":"en","type":"article","venue":"Epidemiology","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Victoria; Institut National de Santé Publique du Québec; Community Based Research Centre; AIDS Vancouver; Government of Nova Scotia; BC Centre for Disease Control; University of British Columbia; McGill University; Institute for Clinical Evaluative Sciences; Toronto Metropolitan University; Dalhousie University; University of Toronto","funders":"ViiV Healthcare; Université de Montréal; Université Laval; Canadian Institutes of Health Research; Merck Canada; Ministère de la Santé; Ministère de la Santé et des Services sociaux; Gilead Sciences; Bill and Melinda Gates Foundation","keywords":"Men who have sex with men; Human papillomavirus; Vaccination; Human papillomavirus vaccine; Medicine; Demography; Virology; Cervical cancer; Internal medicine; Human immunodeficiency virus (HIV); Cancer; Gardasil","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.1374706,0.0009617639,0.001039065,0.001669139,0.0006941636,0.001734879,0.002075725,0.001364632,0.003334089],"category_scores_gemma":[0.2799456,0.000714318,0.006537144,0.001513131,0.001506745,0.001575373,0.002426659,0.001271679,0.0002254935],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002255354,"about_ca_system_score_gemma":0.002728564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008953225,"about_ca_topic_score_gemma":0.003698234,"domain_scores_codex":[0.889976,0.08974597,0.004549134,0.005937746,0.008561933,0.001229131],"domain_scores_gemma":[0.7470796,0.1948221,0.02858723,0.01724684,0.01142322,0.0008410513],"domain_codex":null,"domain_gemma":"methods","domain_candidate":"methods","domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002574445,0.0002711189,0.883926,0.001109147,0.01734247,0.0001397738,0.001102124,0.02864246,0.0006814015,0.01353287,0.001441865,0.04923632],"study_design_scores_gemma":[0.001316626,0.00531755,0.5772554,0.001667883,0.01796081,0.001375397,0.001048058,0.3424197,0.004752223,0.03615131,0.0103121,0.0004229805],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6830744,0.003692064,0.301856,0.001537735,0.0002534441,0.002617377,0.003704193,0.0002417318,0.003023104],"genre_scores_gemma":[0.9587497,0.0001880512,0.0386811,0.0002460494,0.00004230433,0.0009454039,0.0006312783,0.00003000547,0.000486046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8625293,"threshold_uncertainty_score":0.727023,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1020589482846631,"score_gpt":0.4300963807619725,"score_spread":0.3280374324773094,"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."}}