{"id":"W4212889483","doi":"10.1093/jcag/gwab049.077","title":"A78 “CHALLENGING PERSPECTIVES:” UNDERSTANDING CLINICIANS VIEWS ON MANAGING ALCOHOL USE DISORDER AND CIRRHOSIS","year":2022,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"Alberta Innovates","keywords":"Thematic analysis; Medicine; Referral; Context (archaeology); Intervention (counseling); Cirrhosis; Alcohol use disorder; Medical prescription; Guideline; Qualitative research; Family medicine; Nursing; Pathology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.02181397,0.0007596257,0.0007995645,0.001937397,0.02082733,0.01212367,0.003135144,0.006174964,0.003119574],"category_scores_gemma":[0.04019994,0.0009162304,0.0006955353,0.0021196,0.02785585,0.008377613,0.01142346,0.009052467,0.0003894661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.020116,"about_ca_system_score_gemma":0.02415142,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09984705,"about_ca_topic_score_gemma":0.104635,"domain_scores_codex":[0.9662287,0.02618347,0.0008602293,0.0009016247,0.002453485,0.003372538],"domain_scores_gemma":[0.9553714,0.0284525,0.003470446,0.0007426689,0.004106143,0.007856819],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.00001325181,0.00001124536,0.001934581,0.0001056115,0.000005014125,0.0009203892,0.9923156,0.00003003006,0.0002351497,0.001344825,0.001020993,0.002063241],"study_design_scores_gemma":[0.000002888738,0.00001145206,0.0005254856,0.0002005022,0.000004103,0.0003493207,0.9919996,0.00003583148,0.00005568435,0.0004541425,0.006350225,0.00001072522],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8161385,0.009387919,0.00373593,0.1438955,0.00100164,0.0001655344,0.0001057252,0.00006119844,0.02550814],"genre_scores_gemma":[0.9876931,0.002443011,0.0009933024,0.007365575,0.0001029914,0.00006233711,0.00002675816,0.00002326406,0.001289494],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09984705,"threshold_uncertainty_score":0.1985317,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04738194235346868,"score_gpt":0.279165293332341,"score_spread":0.2317833509788723,"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."}}