{"id":"W2921280807","doi":"10.1093/jcag/gwz006.196","title":"A197 USING FIB4 INDEX TO TRIAGE ELEVATED LIVER ENZYMES IN ASYMPTOMATIC PATIENTS WITHOUT VIRAL HEPATITIS","year":2019,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Hepatitis C virus research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Asymptomatic; Internal medicine; Fatty liver; Liver disease; Viral hepatitis; Steatohepatitis; Triage; Gastroenterology; Disease; Emergency medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.00108065,0.0003324426,0.0004014175,0.002010253,0.0006160673,0.0007810181,0.0003756597,0.0004991381,0.004171969],"category_scores_gemma":[0.003389622,0.0002155976,0.0004905533,0.0012565,0.0002194398,0.0007802935,0.0006895803,0.000675781,0.00109093],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004919929,"about_ca_system_score_gemma":0.0007276201,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002595224,"about_ca_topic_score_gemma":0.005832601,"domain_scores_codex":[0.999144,0.0001969258,0.0001990973,0.0001267073,0.0002043113,0.0001289488],"domain_scores_gemma":[0.9987318,0.0002685138,0.0005649002,0.00005245368,0.0001815547,0.0002007965],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00009266891,0.00004287482,0.9940313,0.00002498878,0.00001392809,0.0001446406,0.00004404084,0.00002651759,0.0001650503,0.00002698651,0.0006922528,0.004694732],"study_design_scores_gemma":[0.00003126338,0.0003578155,0.9941151,0.00009243663,0.00004792546,0.002044926,0.0004230613,0.0008175788,0.0003247266,0.0001582968,0.001571734,0.00001513105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919749,0.001226102,0.0007378595,0.000570281,0.00008024175,0.0001758638,0.001216102,0.00002985529,0.003988679],"genre_scores_gemma":[0.9956642,0.0004359242,0.001506085,0.0004321417,0.00009874578,0.0001321458,0.001077887,0.000006961306,0.0006459395],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004171969,"threshold_uncertainty_score":0.01395661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01195403359495146,"score_gpt":0.2653682529388871,"score_spread":0.2534142193439357,"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."}}