{"id":"W1895890388","doi":"10.7448/ias.18.1.20039","title":"Gay and bisexual men's awareness and knowledge of treatment as prevention: findings from the Momentum Health Study in Vancouver, Canada","year":2015,"lang":"en","type":"article","venue":"Journal of the International AIDS Society","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":44,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; AIDS Vancouver; University of Victoria; Simon Fraser University","funders":"National Institute on Drug Abuse; Canadian Institutes of Health Research; Health Canada; National Institutes of Health; Michael Smith Health Research BC","keywords":"Men who have sex with men; Treatment as prevention; Medicine; Demography; Cross-sectional study; Interquartile range; Human immunodeficiency virus (HIV); Public health; Family medicine; Gerontology; Internal medicine; Viral load; Antiretroviral therapy","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006392099,0.00007797733,0.0002126898,0.00003474468,0.00007149749,0.0000196042,0.0001757116,0.00002050644,0.00004584274],"category_scores_gemma":[0.0001549105,0.00004099373,0.0001228551,0.0001050838,0.00005980012,0.0000880908,0.0001078292,0.0001709495,3.042172e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009283866,"about_ca_system_score_gemma":0.002045346,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1160809,"about_ca_topic_score_gemma":0.2427271,"domain_scores_codex":[0.9988797,0.0001223536,0.0003770514,0.00008939447,0.0004300904,0.0001014311],"domain_scores_gemma":[0.9992004,0.0001314101,0.0001973508,0.00009533812,0.0002507746,0.0001247395],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002579811,0.00139159,0.6446116,0.00002698866,0.001212446,0.000008270489,0.0126984,0.00002370799,0.0002441717,0.00006193648,0.3346987,0.004764195],"study_design_scores_gemma":[0.03304385,0.03760705,0.5993364,0.002155941,0.0004637126,0.0002472674,0.2298112,0.006175095,0.001336007,0.002982833,0.08650102,0.0003395763],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9933981,0.0008146057,0.00002546624,0.004803114,0.0003642631,0.0002415061,0.00003309195,0.000001274824,0.000318587],"genre_scores_gemma":[0.9899909,0.0002093607,0.0001002745,0.00009692022,0.0001273641,0.000006558928,0.000003006482,0.000005310973,0.009460297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2481977,"threshold_uncertainty_score":0.8898052,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06630750987871839,"score_gpt":0.397425547460092,"score_spread":0.3311180375813736,"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."}}