{"id":"W4296798139","doi":"10.1097/adm.0000000000001082","title":"Concerns About Hospital-based Managed Alcohol Programs","year":2022,"lang":"en","type":"article","venue":"Journal of Addiction Medicine","topic":"Alcoholism and Thiamine Deficiency","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Alcohol; Motivational interviewing; Alcohol use disorder; Alcohol consumption; Interview; Protocol (science); Alcohol withdrawal syndrome; Medical emergency; Psychiatry; Alternative medicine; Intervention (counseling)","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":[0.01568215,0.0002471549,0.0002592816,0.0004363236,0.007830693,0.004147524,0.002857348,0.01409132,0.004190553],"category_scores_gemma":[0.04689606,0.0003653491,0.0007613846,0.0005218728,0.006802688,0.002990259,0.004227228,0.01642768,0.0004437389],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006905617,"about_ca_system_score_gemma":0.01791553,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01165923,"about_ca_topic_score_gemma":0.02442365,"domain_scores_codex":[0.9766163,0.01422207,0.001343741,0.0007793447,0.004568764,0.002469776],"domain_scores_gemma":[0.9639264,0.02067627,0.003511736,0.001075502,0.004481639,0.006328447],"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":[0.000206598,0.0008159565,0.03733275,0.001030774,0.000126107,0.04557618,0.0577697,0.002293253,0.00196053,0.3030083,0.4082603,0.1416194],"study_design_scores_gemma":[0.0001415694,0.0005186792,0.01002276,0.003236804,0.00008190898,0.03142301,0.06664513,0.002140866,0.001035896,0.04415087,0.8404316,0.0001709688],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.02589122,0.002545704,0.002904073,0.9451306,0.003023932,0.0000785889,0.00001759895,0.00005770358,0.02035058],"genre_scores_gemma":[0.3437351,0.003892342,0.004457328,0.6346819,0.006516038,0.0002493076,0.00003010884,0.00007725716,0.006360555],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.01568215,"threshold_uncertainty_score":0.08293611,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02913379028404485,"score_gpt":0.303892870287194,"score_spread":0.2747590800031491,"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."}}