{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003436678,0.0003062355,0.0005031861,0.0002687007,0.000641702,0.0001139764,0.00008687998,0.0002375528,0.002194238],"category_scores_gemma":[0.0001390283,0.0002676644,0.00007459595,0.001009738,0.0003814037,0.0001944564,0.00005175812,0.0009868137,0.00001001312],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002171071,"about_ca_system_score_gemma":0.0004097472,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.007024101,"about_ca_topic_score_gemma":0.02947832,"domain_scores_codex":[0.9974459,0.0002453846,0.0004019122,0.0006279279,0.0007042813,0.0005745533],"domain_scores_gemma":[0.9982769,0.0001856152,0.0000976352,0.000380462,0.0005476959,0.000511689],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001436788,0.001305505,0.9781556,0.00005862844,0.0007097246,0.000396571,0.0008483495,0.00003380768,0.003108078,0.0002125181,0.0005179128,0.01450965],"study_design_scores_gemma":[0.004608156,0.002375073,0.9897228,0.00003341547,0.000743047,0.0001111077,0.0008286276,0.00007885963,0.000821834,0.000127974,0.0002250574,0.0003240168],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9922029,0.0002169829,0.0004658729,0.0003343658,0.00008886171,0.0004642767,0.0001778257,0.0002374503,0.005811462],"genre_scores_gemma":[0.9966791,0.00008093818,0.00006127224,0.0001781834,0.0001717199,0.00008847713,0.0005652435,0.00006361036,0.002111458],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02245422,"threshold_uncertainty_score":0.9999775,"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."}}