{"id":"W2929874251","doi":"","title":"The social technographics of gay men and other men who have sex with men (MSM) in Canada: Implications for HIV research, outreach and prevention","year":2012,"lang":"en","type":"article","venue":"TSpace","topic":"Sexuality, Behavior, and Technology","field":"Psychology","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Canadian Institutes of Health Research; University of Toronto; Ontario Ministry of Health and Long-Term Care; Public Health Agency; Public Health Agency of Canada","keywords":"Outreach; Men who have sex with men; Human immunodeficiency virus (HIV); Gender studies; Male Homosexuality; Sociology; Demography; Gerontology; Political science; Medicine; Family medicine; Law","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":[0.0003574658,0.00015693,0.0001764843,0.001383962,0.004558973,0.001488371,0.0004922621,0.0003741175,0.002769099],"category_scores_gemma":[0.001428662,0.0001879533,0.0002520826,0.002178441,0.000807905,0.0005448402,0.001161061,0.0006643856,0.0001459452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008289344,"about_ca_system_score_gemma":0.01429271,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9714847,"about_ca_topic_score_gemma":0.9882801,"domain_scores_codex":[0.9994917,0.00007132303,0.00002590569,0.00004624245,0.0001568643,0.0002078959],"domain_scores_gemma":[0.9990634,0.00007712951,0.0002129606,0.00001621463,0.0002012808,0.0004290376],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003729479,0.00006474063,0.9712663,0.00004301767,0.00002178676,0.0001177248,0.01494015,0.00002979756,0.0002252145,0.0003424827,0.0008504512,0.01206101],"study_design_scores_gemma":[0.000001691939,0.00002640597,0.9540878,0.00005729875,0.00001143654,0.00008701319,0.04405008,0.00008409434,0.00004996195,0.0000738446,0.001460633,0.000009703289],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9968156,0.0004801009,0.00003496339,0.0005506957,0.000009140957,0.0000204941,0.0003568996,0.000002496569,0.00172958],"genre_scores_gemma":[0.9984549,0.000563561,0.0000566046,0.0001461204,0.00000591419,0.000008651637,0.0001157631,0.000001686776,0.000646763],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02851534,"threshold_uncertainty_score":0.06014365,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1048926325517884,"score_gpt":0.4485965622284764,"score_spread":0.343703929676688,"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."}}