{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007635743,0.00008415966,0.0001479061,0.00011376,0.0001985301,0.000009440132,0.0001336753,0.000127191,0.00001103303],"category_scores_gemma":[0.00001810493,0.00006318245,0.00001146711,0.0001875389,0.0003279107,0.0000288394,0.00005189075,0.000184352,3.086393e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007423045,"about_ca_system_score_gemma":0.00008820905,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2577787,"about_ca_topic_score_gemma":0.4862683,"domain_scores_codex":[0.9991047,0.0001205303,0.0001406171,0.0001809832,0.0001086517,0.0003444781],"domain_scores_gemma":[0.9993695,0.0001784898,0.00007791599,0.0002753651,0.00005696339,0.00004174938],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007651609,0.0001138357,0.857389,0.00001586656,0.00007052533,3.19949e-7,0.02143353,3.600938e-8,0.0005821516,0.08164979,0.02457985,0.01408859],"study_design_scores_gemma":[0.001370869,0.0001971263,0.7692682,0.00001223713,0.00005681314,0.00001113547,0.1911042,0.00001897984,0.0005426907,0.004671608,0.03258041,0.0001657562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9238856,0.0006964616,0.0001561047,0.007616695,0.00001440301,0.001107911,0.00004633129,0.00003508487,0.0664414],"genre_scores_gemma":[0.9816687,0.00001947697,0.00008879454,0.00001715867,0.00003216057,0.0003591591,0.000005326925,0.00001931054,0.01778997],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2284896,"threshold_uncertainty_score":0.7471638,"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."}}