{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005799281,0.0001409186,0.0002667855,0.001230549,0.0002874852,0.0006100619,0.0001763569,0.0002302693,0.003124253],"category_scores_gemma":[0.002896975,0.0001254918,0.000358594,0.001477052,0.0002953148,0.0004005278,0.0007579297,0.0003581599,0.000162303],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000427868,"about_ca_system_score_gemma":0.0003611243,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006760747,"about_ca_topic_score_gemma":0.009951079,"domain_scores_codex":[0.999271,0.0002483316,0.0001352735,0.00009004512,0.0001544581,0.0001007808],"domain_scores_gemma":[0.9967172,0.0005984661,0.002078463,0.00009556326,0.0001749283,0.0003354079],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001429526,0.00001295476,0.998279,0.00002172118,0.0000426122,0.00002830999,0.00003353977,0.0000418705,0.00004152953,0.0000226656,0.00004479574,0.001416736],"study_design_scores_gemma":[7.818398e-7,0.0000142013,0.9996082,0.00001121608,0.00001033452,0.0001096367,0.00007265883,0.00006171876,0.00001155985,0.00002310546,0.00007536096,0.000001299333],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962382,0.00145378,0.0001275993,0.0001691284,0.000007008832,0.00001487338,0.001063732,0.000004981803,0.000920648],"genre_scores_gemma":[0.9989507,0.0004371642,0.00007946703,0.00001736525,0.00001170524,0.000005334418,0.0004207701,8.032597e-7,0.00007667793],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006760747,"threshold_uncertainty_score":0.01344281,"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."}}