{"id":"W3008736448","doi":"10.1093/jcag/gwz047.187","title":"A188 COMPARING THE PERFORMANCE OF FIBROSIS-4 (FIB-4) AND NON-ALCOHOLIC FATTY LIVER DISEASE FIBROSIS SCORE (NFS) WITH FIBROSCAN SCORES IN NON-ALCOHOLIC FATTY LIVER DISEASE","year":2020,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of British Columbia Hospital","funders":"","keywords":"Fatty liver; Medicine; Internal medicine; Fibrosis; Transient elastography; Cirrhosis; Hepatology; Gastroenterology; Liver biopsy; Disease; Gold standard (test); Liver fibrosis; Biopsy","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":[0.003556312,0.0004261833,0.0004916593,0.001450876,0.0003599651,0.0007629967,0.0004492574,0.000494653,0.002265158],"category_scores_gemma":[0.01126886,0.0001736549,0.0004500193,0.001076207,0.0003687479,0.0005981287,0.0005403058,0.0005093507,0.0004989854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007715582,"about_ca_system_score_gemma":0.0004314921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006717444,"about_ca_topic_score_gemma":0.009609792,"domain_scores_codex":[0.9978973,0.001070746,0.0001884143,0.0002604597,0.0004320235,0.0001509975],"domain_scores_gemma":[0.9840412,0.01115776,0.001747511,0.0004342704,0.001660414,0.0009588886],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00148537,0.00006643974,0.9943321,0.00003023949,0.00009772204,0.00004028763,0.00005306427,0.0001003008,0.0002417179,0.0000197515,0.0001322038,0.003400865],"study_design_scores_gemma":[0.00007879674,0.001399848,0.995996,0.00001367415,0.00008632754,0.00022196,0.0001824616,0.001404253,0.0002664917,0.0000430988,0.0002987638,0.000008365983],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979762,0.0005226408,0.0001676891,0.00003341214,0.00001404539,0.00002662675,0.000328574,0.000005017629,0.0009257573],"genre_scores_gemma":[0.9989078,0.00007748926,0.0002450737,0.00001754946,0.00001678524,0.00001731744,0.000489705,0.000002204699,0.000225992],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006717444,"threshold_uncertainty_score":0.01880777,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01412167026883644,"score_gpt":0.2177195440356549,"score_spread":0.2035978737668184,"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."}}