{"id":"W2806219199","doi":"","title":"The Impact of Sexual Behaviours, Risk Perceptions and the Criminalization of HIV Non-Disclosure on HIV Transmission among HIV-Negative and HIV-Positive Men Who Have Sex With Men in Toronto","year":2017,"lang":"en","type":"dissertation","venue":"TSpace (University of Toronto)","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health; University of Toronto; Women's College Hospital","keywords":"Criminalization; Human immunodeficiency virus (HIV); Psychology; Sexual transmission; Transmission (telecommunications); Medicine; Risky sexual behavior; Clinical psychology; Psychiatry; Virology; Criminology; Sexually active; Microbicide; Computer science","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":[0.0004625063,0.0002236427,0.0001710629,0.0003450442,0.001062013,0.0009286874,0.0004645255,0.0002266957,0.001880341],"category_scores_gemma":[0.002786103,0.0002400342,0.0003343567,0.0005399199,0.0005667881,0.0002731138,0.0008043261,0.0004373065,0.00008319561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.007469758,"about_ca_system_score_gemma":0.004916938,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8851348,"about_ca_topic_score_gemma":0.9262069,"domain_scores_codex":[0.9995889,0.0001087771,0.00003250901,0.00003952015,0.0001156151,0.0001147156],"domain_scores_gemma":[0.9984555,0.0002764941,0.0005761198,0.00003952379,0.000176161,0.0004761856],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007023321,0.00003219027,0.9939198,0.00003363222,0.00003019572,0.0001067308,0.003245811,0.00007936773,0.0001123547,0.00004882695,0.0001205104,0.002200368],"study_design_scores_gemma":[0.000001959415,0.00003093325,0.9974165,0.00001682102,0.00001379898,0.00003524971,0.002224158,0.0001304522,0.00002133235,0.000008076549,0.00009801208,0.000002767139],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992674,0.0002027189,0.00001125137,0.00008251824,0.000001261086,0.00000598136,0.00009761081,0.00000102042,0.0003301938],"genre_scores_gemma":[0.9995704,0.000138046,0.00001795912,0.000009640181,0.000001109252,0.000002572666,0.0000655935,3.427909e-7,0.0001943449],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1148652,"threshold_uncertainty_score":0.2310834,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009739722837117357,"score_gpt":0.3089826509078178,"score_spread":0.2992429280707005,"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."}}