{"id":"W3139176889","doi":"10.1136/sextrans-2020-054851","title":"Sexual behaviours associated with incident high-risk anal human papillomavirus among gay and bisexual men","year":2021,"lang":"en","type":"article","venue":"Sexually Transmitted Infections","topic":"Cervical Cancer and HPV Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Royal Ottawa Mental Health Centre","funders":"Cancer Council NSW; National Health and Medical Research Council; Medical Research Council; Australian Government","keywords":"Medicine; Anal cancer; Anal sex; Anal intercourse; Condom; Gynecology; Human papillomavirus; Demography; Cohort; Men who have sex with men; Proportional hazards model; Human immunodeficiency virus (HIV); Internal medicine; Family medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004329779,0.0002040393,0.0002004694,0.0004101082,0.000324302,0.0006946728,0.0002656575,0.000314476,0.001461459],"category_scores_gemma":[0.001580473,0.0003491722,0.0003887898,0.0006017467,0.0001921993,0.0003614882,0.0004767519,0.0005224874,0.0001962609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00025035,"about_ca_system_score_gemma":0.0003909091,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01216772,"about_ca_topic_score_gemma":0.01551908,"domain_scores_codex":[0.9997416,0.00005434494,0.00002618019,0.00005369541,0.00006675432,0.00005733908],"domain_scores_gemma":[0.999221,0.00007839205,0.000421678,0.00005307444,0.00008370319,0.0001421626],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002528051,0.00001797009,0.9993908,0.000006600339,0.00001946675,0.00001451688,0.00006534411,0.000008229568,0.00004258999,0.000004756572,0.00002654114,0.0003779029],"study_design_scores_gemma":[0.000002227286,0.00003975305,0.9996147,0.000006792103,0.00001067529,0.00008121625,0.0001087537,0.00005517563,0.0000169792,0.000007609494,0.00005483185,0.000001164833],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992243,0.0001688792,0.0000328288,0.0000214186,0.000003294304,0.000008827272,0.0003230457,0.000002104811,0.0002152985],"genre_scores_gemma":[0.9994292,0.00009149872,0.00004036403,0.0000107626,0.00000302984,0.000006445587,0.0002014909,6.306313e-7,0.0002166366],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01216772,"threshold_uncertainty_score":0.02419382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02584117123107216,"score_gpt":0.3169523778235205,"score_spread":0.2911112065924483,"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."}}