{"id":"W4323350912","doi":"10.1093/jcag/gwac036.251","title":"A251 NON-ALCOHOLIC FATTY LIVER DISEASE AT A CANADIAN TERTIARY CARE CENTRE: RISK FACTORS AND SEVERITY OF DISEASE","year":2023,"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":"Canadian Society of Intestinal Research; University of British Columbia","funders":"","keywords":"Medicine; Fatty liver; Transient elastography; Internal medicine; Cirrhosis; Asymptomatic; Overweight; Disease; Gastroenterology; Alcoholic liver disease; Liver disease; Obesity; Liver fibrosis","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":[0.0003717301,0.0003448803,0.0004212336,0.001538329,0.002153047,0.0007624995,0.0008130714,0.0005513976,0.006101395],"category_scores_gemma":[0.001856653,0.0002850069,0.0003753414,0.002824094,0.0004746434,0.0003201661,0.0005648489,0.000526663,0.0004783043],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009207534,"about_ca_system_score_gemma":0.01058233,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8419726,"about_ca_topic_score_gemma":0.8901322,"domain_scores_codex":[0.9991273,0.00005566408,0.00006716675,0.0001202947,0.0003314868,0.0002980417],"domain_scores_gemma":[0.998022,0.0001135933,0.0005918042,0.00003715781,0.0006154844,0.000620126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002595399,0.00001698973,0.9976748,0.00003123087,0.00001341174,0.0002979049,0.0001015737,0.0000172044,0.00008281976,0.00001092411,0.0006669307,0.00106036],"study_design_scores_gemma":[0.00000356122,0.00002298879,0.9986799,0.00003576888,0.000009463694,0.0004122105,0.0004214645,0.00006549695,0.00002095627,0.000006636201,0.0003172297,0.000004261962],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9921783,0.001324709,0.00005524431,0.0004959874,0.00001938326,0.00007724137,0.002436293,0.000008401652,0.003404394],"genre_scores_gemma":[0.9981083,0.0004895074,0.00009648234,0.0001585829,0.00002434294,0.00001862851,0.000674608,0.000001742595,0.0004277868],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1580274,"threshold_uncertainty_score":0.317916,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006695010979186175,"score_gpt":0.2150207212315937,"score_spread":0.2083257102524075,"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."}}