{"id":"W2001305920","doi":"10.1177/0022146510395026","title":"Community and Drug Use among Gay Men","year":2011,"lang":"en","type":"article","venue":"Journal of Health and Social Behavior","topic":"LGBTQ Health, Identity, and Policy","field":"Psychology","cited_by":124,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Socialization; Odds; Psychology; Homosexuality; Social network (sociolinguistics); Social psychology; Demography; Gerontology; Sociology; Gender studies; Medicine; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002250287,0.0001234818,0.0001664192,0.0008132046,0.001138191,0.0007105831,0.0001489312,0.0002514381,0.003084669],"category_scores_gemma":[0.0009513175,0.0001811992,0.0001601787,0.0005328077,0.0002779893,0.0004473451,0.0007620741,0.000320309,0.000154607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000382306,"about_ca_system_score_gemma":0.0003591972,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03296524,"about_ca_topic_score_gemma":0.08508125,"domain_scores_codex":[0.9998204,0.00006644708,0.00001028008,0.00003021761,0.00003586082,0.00003682956],"domain_scores_gemma":[0.9996178,0.00005496835,0.000127169,0.00001608445,0.00003381741,0.0001501415],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000410815,0.0001379497,0.9951937,0.00001125984,0.00002860807,0.000062092,0.001002742,0.0000188223,0.000139469,0.00004701176,0.0001035393,0.003213783],"study_design_scores_gemma":[0.000003719401,0.00007251639,0.9967584,0.00001345514,0.00001518409,0.00009872044,0.0026452,0.00007977602,0.00003738999,0.00003647957,0.0002367139,0.00000242344],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994098,0.0001409976,0.000007928159,0.00003254251,0.000001836137,0.000002798706,0.00003668143,5.084874e-7,0.0003671038],"genre_scores_gemma":[0.9994814,0.0001767041,0.00001990649,0.00002020879,0.000004760802,0.000003957728,0.00004056607,5.213757e-7,0.000251963],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03296524,"threshold_uncertainty_score":0.06554675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1870079268988364,"score_gpt":0.4374070530412602,"score_spread":0.2503991261424238,"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."}}