{"id":"W2921269290","doi":"10.1001/jamapsychiatry.2018.2807","title":"Why Less Is Always More in the Treatment of Alcohol Use Disorders","year":2019,"lang":"en","type":"letter","venue":"JAMA Psychiatry","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Addiction and Mental Health","funders":"","keywords":"Medicine; Otorhinolaryngology; Neurology; Family medicine; Psychiatry","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":[0.00151518,0.0002265836,0.0005648144,0.0005825268,0.004069477,0.001699954,0.0005393598,0.008211308,0.02034361],"category_scores_gemma":[0.01281835,0.0002418055,0.0005758264,0.0006204761,0.002133253,0.004257475,0.001071569,0.01116544,0.007367088],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002357284,"about_ca_system_score_gemma":0.002411986,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008868748,"about_ca_topic_score_gemma":0.017434,"domain_scores_codex":[0.9984239,0.0006652271,0.0001889086,0.0001116954,0.0003566897,0.0002535856],"domain_scores_gemma":[0.9955728,0.001604161,0.0004812074,0.0001386123,0.000834768,0.001368348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001179643,0.0002076209,0.008199718,0.0001951871,0.00004359946,0.002966281,0.0005916123,0.00004768549,0.0002460211,0.002359483,0.9257168,0.05930804],"study_design_scores_gemma":[0.0004221579,0.0004239193,0.02659658,0.00338155,0.0001213703,0.01719039,0.005495019,0.0004272908,0.0006682079,0.0228452,0.9222858,0.0001425322],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.002210596,0.002040964,0.00006689503,0.9816557,0.005157363,0.000009457694,0.0000349064,0.00002505921,0.008799097],"genre_scores_gemma":[0.04203099,0.005836388,0.0005191196,0.9145294,0.02026654,0.00004580614,0.00004056078,0.00005592516,0.01667522],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.02034361,"threshold_uncertainty_score":0.06805611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03948002483722299,"score_gpt":0.296581369020277,"score_spread":0.257101344183054,"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."}}