{"id":"W4391873246","doi":"10.1093/jcag/gwad061.293","title":"A293 PREVALENCE OF METABOLIC ASSOCIATED STEATOTIC LIVER DISEASE AND ITS IMPACT ON ADVERSE OUTCOMES IN PRIMARY BILIARY CHOLANGITIS PATIENTS","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Adverse effect; Liver disease; Primary sclerosing cholangitis; Biliary disease; Disease","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":[0.000243897,0.0001509691,0.0002116751,0.0005345216,0.0003904644,0.000590492,0.0002221497,0.0002798393,0.00241952],"category_scores_gemma":[0.001161334,0.0001511376,0.0003248119,0.0008441464,0.0002484453,0.0002064242,0.0003323178,0.000306126,0.0001640065],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007897482,"about_ca_system_score_gemma":0.0008728919,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08632606,"about_ca_topic_score_gemma":0.09244915,"domain_scores_codex":[0.9996874,0.00004965186,0.00002456052,0.00005181069,0.00007678271,0.0001098155],"domain_scores_gemma":[0.9990978,0.0001254252,0.0003611936,0.00003203208,0.0001325785,0.0002508901],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00003980218,0.000006015451,0.9995139,0.000002929215,0.0000101782,0.00003436759,0.00001352346,0.000009238063,0.00003143688,0.000002758948,0.00002515022,0.0003108469],"study_design_scores_gemma":[0.000001485667,0.00001880651,0.9997275,0.000002415457,0.000008055647,0.00008781615,0.00006970521,0.00004410573,0.000009788116,0.000003731398,0.00002560006,9.558634e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9991782,0.0001732474,0.000019008,0.00003834877,0.000002469082,0.000002955721,0.0002063098,0.000001767522,0.0003776157],"genre_scores_gemma":[0.9997706,0.00003761538,0.00001142258,0.000006773793,0.000003452352,0.000001247484,0.0001111775,3.048543e-7,0.00005740371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08632606,"threshold_uncertainty_score":0.1716472,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006671418511768968,"score_gpt":0.2396574388013103,"score_spread":0.2329860202895413,"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."}}