{"id":"W1058434223","doi":"10.1093/alcalc/agv088","title":"Alcohol Dependence, Co-occurring Conditions and Attributable Burden","year":2015,"lang":"en","type":"article","venue":"Alcohol and Alcoholism","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":67,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"H. Lundbeck A/S","keywords":"Alcohol dependence; Alcohol; Medicine; Environmental chemistry; Environmental health; Chemistry; Biochemistry","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002411954,0.0002992515,0.0005080545,0.00017675,0.0002202201,0.00008150259,0.00008575965,0.0001457804,0.0001351174],"category_scores_gemma":[0.00009545428,0.0002456655,0.00008209073,0.000206851,0.0002042229,0.0003614515,0.00006955854,0.000212056,0.0001304262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005755106,"about_ca_system_score_gemma":0.00009143428,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001129179,"about_ca_topic_score_gemma":0.00002024944,"domain_scores_codex":[0.9983868,0.0000341082,0.0002874984,0.0004579815,0.0003505603,0.0004830331],"domain_scores_gemma":[0.9987916,0.0001134616,0.00008259914,0.000313864,0.0001192927,0.0005791453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002075348,0.0001513488,0.9717181,0.0000581615,0.0004467153,0.0005261937,0.003088206,0.000008434613,0.003066962,0.003461695,0.01188526,0.00538138],"study_design_scores_gemma":[0.06638395,0.00122294,0.6964467,0.00105443,0.00262076,0.004911994,0.01160345,0.001054786,0.02046099,0.01010208,0.1814431,0.002694895],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9822463,0.00379894,0.00001590414,0.0009034203,0.0001967201,0.0004611189,0.00003105077,0.0001692745,0.01217726],"genre_scores_gemma":[0.9944669,0.0005057076,0.000374458,0.001072241,0.0003370447,0.00005590426,0.0001123832,0.00003380381,0.003041536],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2752715,"threshold_uncertainty_score":0.9999996,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08287233007394323,"score_gpt":0.3484708731976012,"score_spread":0.265598543123658,"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."}}