{"id":"W7132941199","doi":"","title":"Human Papillomavirus Vaccine Uptake and Effectiveness Among Gay, Bisexual, and Other Men Who Have Sex with Men","year":2024,"lang":"","type":"dissertation","venue":"TSpace","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Family and Community Medicine, University of Toronto; Université de Montréal; Canadian Immunization Research Network; University of Toronto; Canadian Blood Services; Public Health Agency; Public Health Agency of Canada; Canadian Institutes of Health Research; Cancer Research Society","keywords":"Vaccination; Cohort; Human papillomavirus; Immunization; Anal cancer; Men who have sex with men; HPV infection; HPV vaccines","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":[0.001353336,0.0001998899,0.0003407253,0.0004784137,0.0005014469,0.001195726,0.0005521644,0.0004392706,0.002125924],"category_scores_gemma":[0.006480093,0.0003493736,0.0007605394,0.0008819296,0.0003141401,0.0008725908,0.0006563812,0.0006857808,0.0003039258],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001475061,"about_ca_system_score_gemma":0.002159598,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3054912,"about_ca_topic_score_gemma":0.2921542,"domain_scores_codex":[0.9990183,0.0001878066,0.00007533954,0.0002180621,0.0002802743,0.000220167],"domain_scores_gemma":[0.9986412,0.0002679469,0.0004117256,0.00008745702,0.0002806713,0.0003109502],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002498043,0.0001683223,0.9868413,0.00007744697,0.0001605518,0.00001993302,0.001179093,0.00007851391,0.0001143998,0.00005312952,0.0004839067,0.01057356],"study_design_scores_gemma":[0.00001338715,0.0002655418,0.9981505,0.00005712501,0.00008024931,0.00002955579,0.0005999564,0.0001969962,0.0001057029,0.00001756823,0.000476982,0.000006398408],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969658,0.0007145457,0.00003940115,0.0001385513,0.00001072971,0.00003331731,0.001009954,0.000005751011,0.001082035],"genre_scores_gemma":[0.9985735,0.0003677134,0.00004149039,0.00007109934,0.00001042599,0.00001762832,0.000383528,0.000002653677,0.0005318913],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3054912,"threshold_uncertainty_score":0.6074261,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04273762220446877,"score_gpt":0.4137100328775169,"score_spread":0.3709724106730481,"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."}}