{"id":"W4391886372","doi":"10.1093/jcag/gwad061.121","title":"A121 CROSS-SECTIONAL STUDY OF RESIDENT PHYSICIAN KNOWLEDGE AND PERCEPTIONS REGARDING NON-ALCOHOLIC FATTY LIVER DISEASE IN CANADA","year":2024,"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":"Queen's University; University of British Columbia","funders":"","keywords":"Fatty liver; Alcoholic liver disease; Cross-sectional study; Medicine; Perception; Disease; Environmental health; Family medicine; Psychology; Gastroenterology; Internal medicine; Pathology","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":[0.0008010639,0.0001760079,0.0002712226,0.0006809242,0.001834611,0.0007366897,0.0005116552,0.0003615115,0.002087722],"category_scores_gemma":[0.003132111,0.0002564298,0.0002581494,0.001856965,0.000507355,0.0002999207,0.000455724,0.0005076859,0.000208614],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008641506,"about_ca_system_score_gemma":0.01468544,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9602108,"about_ca_topic_score_gemma":0.9676371,"domain_scores_codex":[0.999071,0.00008782613,0.00006051863,0.0001033754,0.0003945347,0.0002827132],"domain_scores_gemma":[0.9967024,0.0003252936,0.0006965615,0.00005543844,0.001325364,0.0008948651],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002158576,0.00006236858,0.9962424,0.00002511892,0.00001183545,0.00005517136,0.001351296,0.0000182872,0.00009805313,0.00001466482,0.0004402706,0.001658994],"study_design_scores_gemma":[0.000003392205,0.00004480737,0.9961507,0.00002132772,0.000006332664,0.00004612851,0.003201078,0.0001012856,0.00003132979,0.000005222259,0.000384339,0.000004005679],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9978914,0.0001505606,0.00003472235,0.0002115792,0.000005491951,0.00003045013,0.0006769985,0.000002774178,0.0009959982],"genre_scores_gemma":[0.9990284,0.0001728456,0.00008298902,0.0001439394,0.000004167873,0.00001235006,0.0002890927,0.000001110877,0.0002651248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0397892,"threshold_uncertainty_score":0.08004701,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01167617298876264,"score_gpt":0.2693171141964711,"score_spread":0.2576409412077085,"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."}}