{"id":"W4415005391","doi":"10.1016/s0140-6736(25)01496-5","title":"Alcohol use disorders","year":2025,"lang":"en","type":"review","venue":"The Lancet","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; Centre for Addiction and Mental Health","funders":"National Institute on Alcohol Abuse and Alcoholism; Canadian Institutes of Health Research; National Institutes of Health","keywords":"Excise; Alcohol; Alcohol use disorder; Psychological intervention; Government (linguistics); Heavy drinking; Naltrexone; Alcohol abuse","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001254491,0.000972613,0.002503776,0.003716737,0.0003016456,0.00141335,0.0005999191,0.001256898,0.02981484],"category_scores_gemma":[0.003045891,0.0003741819,0.001485498,0.0033424,0.000432277,0.000886782,0.001261949,0.001854315,0.005056255],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001682479,"about_ca_system_score_gemma":0.004484323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0113938,"about_ca_topic_score_gemma":0.02951389,"domain_scores_codex":[0.999298,0.0001690752,0.0001422661,0.00007986937,0.0002296833,0.000081146],"domain_scores_gemma":[0.9990914,0.0003576842,0.000238772,0.00003020683,0.0001949778,0.00008701198],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000168451,0.00004324422,0.0003138075,0.06275512,0.0007675821,0.0000519138,0.00003868122,0.00008464925,0.0001672608,0.001939753,0.1227846,0.810885],"study_design_scores_gemma":[0.0004357462,0.0001429237,0.004623238,0.09138751,0.002741577,0.0004279237,0.000131824,0.00007093898,0.0001018904,0.00273308,0.8971772,0.00002612857],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00007640971,0.9935606,0.00004797977,0.001082456,0.00118305,0.00002938029,0.0002594739,0.00001307503,0.003747623],"genre_scores_gemma":[0.001472951,0.9933993,0.0001494468,0.001568246,0.0007831556,0.00004141798,0.0002068213,0.000003458245,0.002375221],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.02981484,"threshold_uncertainty_score":0.09974056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.128400958409487,"score_gpt":0.3901424692485207,"score_spread":0.2617415108390337,"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."}}