{"id":"W2039549849","doi":"10.1136/bmj.h715","title":"Assessment and management of alcohol use disorders","year":2015,"lang":"en","type":"review","venue":"BMJ","topic":"Substance Abuse Treatment and Outcomes","field":"Medicine","cited_by":32,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Primary care; Incidence (geometry); Quarter (Canadian coin); Population; Alcohol consumption; Alcohol; Public health; Environmental health; Family medicine; Psychiatry; Nursing","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009334623,0.0004850268,0.0006323173,0.00115161,0.0008440784,0.001022988,0.0009478335,0.000765052,0.02463299],"category_scores_gemma":[0.005254655,0.0001876984,0.0006760306,0.0005721372,0.0002229729,0.0008902114,0.001464093,0.001520283,0.008690866],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00099039,"about_ca_system_score_gemma":0.001869666,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006869843,"about_ca_topic_score_gemma":0.008248185,"domain_scores_codex":[0.9991279,0.0003024626,0.0001092574,0.00006947286,0.0002881595,0.0001027921],"domain_scores_gemma":[0.9986713,0.0001555826,0.0001519325,0.00006469136,0.000694567,0.0002620265],"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":[0.000348532,0.0008303901,0.03433535,0.0009023823,0.00009075013,0.001510923,0.0006422711,0.0005476823,0.001426349,0.001683697,0.2629053,0.6947764],"study_design_scores_gemma":[0.0003816967,0.001373967,0.2131867,0.008603833,0.0002309726,0.01057549,0.003263939,0.004222544,0.0042164,0.01089478,0.7428667,0.0001830116],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"review","genre_scores_codex":[0.1264321,0.05569647,0.04998401,0.08993663,0.004686316,0.005870434,0.008038791,0.00443284,0.6549224],"genre_scores_gemma":[0.6462691,0.0834823,0.08530347,0.01998897,0.003225635,0.004789477,0.007900648,0.0007018165,0.1483386],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.02463299,"threshold_uncertainty_score":0.08240557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.166157481805142,"score_gpt":0.4560751695857922,"score_spread":0.2899176877806502,"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."}}