{"id":"W4389209434","doi":"10.1093/jcag/gwad048","title":"Inpatient Screening, Brief Intervention, and Referral to Treatment for Alcohol Use Disorder in Patients Admitted with Alcohol-associated Liver Disease Is Not Universally Implemented in Practice, But Can Reduce Readmissions for Alcohol-associated Hepatitis","year":2023,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Brief intervention; Alcohol use disorder; Referral; Alcohol; Internal medicine; Alcoholic liver disease; Liver disease; Emergency medicine; Unit of alcohol; Cirrhosis; Alcohol consumption; Randomized controlled trial; Family medicine","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":[0.0006878027,0.0002502731,0.0003631141,0.0006357103,0.0004251944,0.000526795,0.0004126114,0.0003247494,0.003071527],"category_scores_gemma":[0.0054249,0.0001860222,0.000535202,0.0006905168,0.0002693189,0.0003983236,0.0008244774,0.0006677795,0.0002728504],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007929742,"about_ca_system_score_gemma":0.001594172,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008643491,"about_ca_topic_score_gemma":0.01543935,"domain_scores_codex":[0.9990908,0.0003740515,0.0001228258,0.0001004617,0.0001161658,0.0001958276],"domain_scores_gemma":[0.9958615,0.0006075731,0.002257994,0.00008297514,0.0002045203,0.0009854337],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001585844,0.0005996059,0.9739655,0.0001691034,0.00009467791,0.00007334851,0.000109592,0.00009738083,0.0002327552,0.00003753205,0.001171351,0.02329056],"study_design_scores_gemma":[0.00002813891,0.0004229298,0.9981763,0.000144523,0.00003587161,0.0001090327,0.0003174049,0.0003842285,0.00007469096,0.00003825235,0.0002638158,0.00000481975],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9963698,0.0009946337,0.0002498319,0.0008536266,0.00004769877,0.00004890201,0.0002468059,0.00003103801,0.00115754],"genre_scores_gemma":[0.9981343,0.0007625247,0.0003598691,0.0002114181,0.00007658304,0.0000429919,0.0002426268,0.000003429083,0.0001661996],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.008643491,"threshold_uncertainty_score":0.01718634,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06083757866190433,"score_gpt":0.3462891283563045,"score_spread":0.2854515496944002,"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."}}