{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0009886096,0.0003992881,0.0006449401,0.0002803213,0.0004345773,0.0002741589,0.000338017,0.000587867,0.00630472],"category_scores_gemma":[0.003848402,0.0002010605,0.0005191336,0.0002250781,0.0001533037,0.0003265245,0.0004611241,0.0008965091,0.000465566],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005201433,"about_ca_system_score_gemma":0.0009575616,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003310094,"about_ca_topic_score_gemma":0.004218822,"domain_scores_codex":[0.9994429,0.0001806493,0.00005599381,0.00005961505,0.00007211124,0.0001887704],"domain_scores_gemma":[0.9979552,0.0006439427,0.0003103373,0.00007281557,0.0001781658,0.0008394401],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0877524,0.400726,0.06347372,0.001792171,0.0005823128,0.0004341821,0.003176244,0.001237975,0.01654511,0.00008469293,0.004429797,0.4197654],"study_design_scores_gemma":[0.01285806,0.2743639,0.7015697,0.0002529752,0.000540473,0.0001040635,0.0009461074,0.001178457,0.005022635,0.00007198518,0.003039662,0.00005203533],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9983973,0.0001263043,0.00006255017,0.0001280593,0.00004202513,0.0003485689,0.0000672972,0.00002329998,0.0008045538],"genre_scores_gemma":[0.9967961,0.0001547212,0.0005126446,0.0001136194,0.00005537871,0.0006810184,0.0001283201,0.000002168435,0.001556034],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00630472,"threshold_uncertainty_score":0.02109134,"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."}}