{"id":"W2507035730","doi":"10.1093/acprof:oso/9780195301533.003.0005","title":"Alcohol, Tobacco, and Drug Use among Gay and Bisexual Men","year":2007,"lang":"en","type":"book-chapter","venue":"","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Recreational Drug; Substance abuse; Recreation; Recreational drug use; Quarter (Canadian coin); Substance use; Homosexuality; Psychology; Tobacco use; Psychiatry; Drug; Medicine; Gerontology; Environmental health; Political science; Geography","routes":{"ca_aff":false,"ca_fund":false,"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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00011657,0.0003913794,0.0005722191,0.000214664,0.00005767301,0.00004394736,0.00004002713,0.0002736313,0.0009040881],"category_scores_gemma":[0.0000160538,0.0002788576,0.00007705569,0.00002141463,0.0001913986,0.000163774,0.00004979262,0.0002330408,0.00005309678],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005518246,"about_ca_system_score_gemma":0.00002664381,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009602838,"about_ca_topic_score_gemma":0.0008686758,"domain_scores_codex":[0.9988059,0.000004970816,0.0002618113,0.0004178057,0.0002601645,0.0002493842],"domain_scores_gemma":[0.999122,0.0001846241,0.00008598818,0.0003116065,0.000052048,0.000243716],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002929949,0.00004234929,0.930841,0.00005086743,0.0008246852,0.0009016542,0.001182215,3.458671e-8,0.00001932633,0.0151,0.0259048,0.02484011],"study_design_scores_gemma":[0.01983886,0.0006431116,0.6795584,0.001541194,0.003988637,0.0003747833,0.001967578,0.00001642075,0.0006159217,0.00228164,0.2866557,0.002517775],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.3099845,0.002551185,0.00000383577,0.0001577404,0.0001017665,0.000534601,0.000005069239,0.0001286954,0.6865326],"genre_scores_gemma":[0.05212575,0.002187316,0.0004652362,0.0005346192,0.0001887733,0.000004593986,0.00006655388,0.00007001546,0.9443572],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.2607509,"threshold_uncertainty_score":0.9999664,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08186803901854157,"score_gpt":0.311788193046675,"score_spread":0.2299201540281335,"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."}}