{"id":"W2249068781","doi":"10.1177/2158244014529776","title":"HIV Testing by Black MSM in Toronto","year":2014,"lang":"en","type":"article","venue":"SAGE Open","topic":"HIV/AIDS Research and Interventions","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Windsor; University of Toronto; AIDS Committee of Toronto; Ontario Tech University","funders":"","keywords":"Men who have sex with men; Medicine; Demography; Public health; Seroprevalence; Psychological intervention; Logistic regression; Odds; Homosexuality; Family medicine; Human immunodeficiency virus (HIV); Gerontology; Environmental health; Psychology; Immunology; Psychiatry; Syphilis; Sociology","routes":{"ca_aff":true,"ca_fund":false,"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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004307293,0.00005684815,0.0001383274,0.00002173402,0.00003428834,0.00005495696,0.0002070221,0.00002992898,0.003859253],"category_scores_gemma":[0.00081121,0.0000481253,0.00003303905,0.00008704072,0.00003254952,0.0001893321,0.0001589963,0.0001117647,0.0005756943],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000113444,"about_ca_system_score_gemma":0.00003493893,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005936509,"about_ca_topic_score_gemma":0.004068112,"domain_scores_codex":[0.9993055,0.00006379344,0.0001470223,0.0001452463,0.0001248616,0.0002135337],"domain_scores_gemma":[0.9995399,0.00006411276,0.00002062007,0.0002132185,0.00003230743,0.0001298372],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00006751315,0.0003199854,0.04057994,0.00008643274,0.00002666145,0.0000277277,0.0003992905,5.211941e-7,0.01863029,0.0003993116,0.6874719,0.2519904],"study_design_scores_gemma":[0.00810144,0.005081881,0.07409534,0.002705766,0.00003877402,0.00002622233,0.002269936,0.014307,0.005323259,0.00082403,0.8867736,0.0004527592],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"empirical","genre_scores_codex":[0.04968169,0.0002398433,0.0006406668,0.001177896,0.00001388177,0.0004677533,0.00001212403,0.00001879949,0.9477473],"genre_scores_gemma":[0.7223629,0.00001963236,0.001343247,0.0002451059,0.00007804759,0.00003482444,0.00003543763,0.00001438304,0.2758664],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6726813,"threshold_uncertainty_score":0.9970514,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03625875491701573,"score_gpt":0.3741568160903838,"score_spread":0.3378980611733681,"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."}}