{"id":"W4212834060","doi":"10.1093/jcag/gwab049.086","title":"A87 CHANGES IN CLINICIAN KNOWLEDGE, COMFORT, PREPAREDNESS, AND ATTITUDES ABOUT ALCOHOL USE DISORDER AND CIRRHOSIS AFTER A BRIEF EDUCATIONAL INTERVENTION","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Pharmacy and Medical Practices","field":"Pharmacology, Toxicology and Pharmaceutics","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Preparedness; Brief intervention; Psychological intervention; Referral; Intervention (counseling); Family medicine; Session (web analytics); Nursing","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002143308,0.00009215376,0.0002458902,0.0002313404,0.0001957241,0.00001776431,0.000178338,0.0001021991,0.0005842253],"category_scores_gemma":[0.0006175036,0.0000838168,0.00008007106,0.0001020517,0.0001345773,0.0001802407,0.0001057817,0.0008007722,5.501205e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005585693,"about_ca_system_score_gemma":0.0002839123,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002830079,"about_ca_topic_score_gemma":0.4889764,"domain_scores_codex":[0.9976358,0.001392271,0.0004575358,0.0001163393,0.0001494251,0.0002486255],"domain_scores_gemma":[0.9982446,0.0004968602,0.0008806092,0.00006253103,0.0001137146,0.0002016373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006946882,0.000329413,0.9909074,0.00002892232,0.0002208137,0.000006416527,0.001148326,0.00004123823,0.00004852872,0.00005014384,0.005042118,0.001482016],"study_design_scores_gemma":[0.002578119,0.0003241203,0.8913093,0.000030758,0.0001584797,0.00007124229,0.0001779675,0.000140189,0.000008541618,0.000130041,0.1050229,0.00004843081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9755111,0.000526889,0.00000183946,0.02230883,0.001304207,0.0001577984,0.0001066893,0.000001740624,0.00008096283],"genre_scores_gemma":[0.9938798,0.0003393921,0.00001928938,0.005134706,0.0001199742,0.00002952417,0.000006446332,0.000007287988,0.0004635665],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4861464,"threshold_uncertainty_score":0.6396857,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06055550760653463,"score_gpt":0.4150194657177704,"score_spread":0.3544639581112358,"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."}}