{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001389001,0.0001008015,0.0003250618,0.0001153336,0.0008524658,0.0000392121,0.0001161915,0.0001188033,0.0001097427],"category_scores_gemma":[0.00003071075,0.00009006226,0.00006333311,0.00005707096,0.0001883005,0.0002267726,0.00003546703,0.0007462603,0.000005936178],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005471563,"about_ca_system_score_gemma":0.0001822211,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04485764,"about_ca_topic_score_gemma":0.001296364,"domain_scores_codex":[0.9979908,0.000948259,0.000531566,0.00007399014,0.0001382047,0.0003171816],"domain_scores_gemma":[0.9988714,0.00007284297,0.0004808281,0.0001068227,0.00009274554,0.0003753793],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006707388,0.0002777693,0.9098349,0.0001361267,0.00001338586,0.00001876376,0.05591363,7.762653e-10,0.000001988447,0.0005616999,0.01899497,0.01417964],"study_design_scores_gemma":[0.0007475765,0.0003574052,0.9912201,0.000009498658,0.0000737302,0.0000631604,0.005681864,5.156313e-8,5.249493e-7,0.000284322,0.001486422,0.00007532562],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9949856,0.0008469968,0.000002682522,0.001555436,0.0004994386,0.0001528417,0.00001318341,0.000009643996,0.001934187],"genre_scores_gemma":[0.9963629,0.0006318846,0.00009092285,0.001011359,0.0003022077,0.000004651935,0.000002029972,0.00001387197,0.001580151],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08138517,"threshold_uncertainty_score":0.9615027,"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."}}