{"id":"W4413002589","doi":"10.1177/08465371251357444","title":"Part 1: CAR Metabolic Dysfunction-Associated Steatotic Liver Disease Working Group Guidance Statements for Detecting and Grading Hepatic Steatosis Using Ultrasound, CT, or MRI","year":2025,"lang":"en","type":"review","venue":"Canadian Association of Radiologists Journal","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of British Columbia; University of Toronto; Dalhousie University; McGill University; University of Calgary; Université de Montréal; University of Alberta","funders":"","keywords":"Medicine; Steatosis; Grading (engineering); Fatty liver; Radiology; Magnetic resonance imaging; Elastography; Ultrasound; Liver disease; Disease; Internal medicine","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":[0.01003175,0.00134997,0.001988206,0.008367292,0.0009013394,0.00149055,0.002547879,0.003053968,0.01114528],"category_scores_gemma":[0.02140419,0.0007297831,0.00219715,0.005184405,0.001012537,0.001179094,0.001512222,0.002323383,0.006029743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004254409,"about_ca_system_score_gemma":0.01778601,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05371419,"about_ca_topic_score_gemma":0.06003594,"domain_scores_codex":[0.9947408,0.001306072,0.001483077,0.0002080588,0.001965821,0.0002960498],"domain_scores_gemma":[0.9812986,0.005102171,0.002917777,0.00038586,0.009673691,0.0006218029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001155449,0.0000791878,0.0009831486,0.02975697,0.0001250673,0.0001706729,0.0003147229,0.0004220986,0.000766852,0.003039459,0.4801111,0.4841153],"study_design_scores_gemma":[0.00006438338,0.00004944195,0.003346829,0.03780964,0.0001575794,0.0005034209,0.0001337567,0.0001246826,0.0002901238,0.001089636,0.956394,0.00003660389],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001615135,0.8772763,0.006685056,0.04017584,0.00846709,0.006494553,0.009584795,0.0003896327,0.04931165],"genre_scores_gemma":[0.006547189,0.9051698,0.02900767,0.01549847,0.002357912,0.004757783,0.01903919,0.0001451258,0.01747687],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.05371419,"threshold_uncertainty_score":0.1068031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05715161565388252,"score_gpt":0.3322671016180607,"score_spread":0.2751154859641782,"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."}}