{"id":"W4214557740","doi":"10.1002/hep.32426","title":"Ethnicity, disease severity, and survival in Canadian patients with primary biliary cholangitis","year":2022,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Dalhousie University; University of British Columbia; University of Calgary; University of Toronto; Université de Sherbrooke; Western University; University of Ottawa; Queen's University; Université de Montréal; University of Saskatchewan; Toronto General Hospital; University Health Network","funders":"","keywords":"Medicine; Internal medicine; Liver transplantation; Proportional hazards model; Primary biliary cirrhosis; Liver disease; Ethnic group; Cohort; Gastroenterology; Transplantation","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":[0.0006516218,0.0004046437,0.0003957023,0.0009207482,0.002507973,0.0008029585,0.000705653,0.0004166321,0.001595554],"category_scores_gemma":[0.001679357,0.000226996,0.0006888473,0.001921169,0.000574816,0.0002425418,0.0006846378,0.0006393605,0.0001358696],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008840867,"about_ca_system_score_gemma":0.01012004,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9447243,"about_ca_topic_score_gemma":0.9505845,"domain_scores_codex":[0.9995129,0.00004841867,0.00002738166,0.00007428343,0.0001378378,0.00019914],"domain_scores_gemma":[0.9988439,0.00008086499,0.0003101466,0.00005477703,0.0003955698,0.000314743],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007934296,0.00001405525,0.9981114,0.00001320298,0.00003509211,0.0000473492,0.0001258854,0.00005822686,0.00007162955,0.00003110978,0.0002348174,0.001177803],"study_design_scores_gemma":[0.000008274021,0.00002229954,0.9989902,0.00001395809,0.00003345942,0.00009004884,0.0002942064,0.000174198,0.00002513482,0.00002679464,0.0003138871,0.000007600506],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966944,0.0007343705,0.00006291769,0.0002515002,0.00001122309,0.00001433104,0.001220669,0.000004876012,0.001005774],"genre_scores_gemma":[0.9987887,0.0002725558,0.00007512393,0.00004774444,0.000007195832,0.000005250408,0.0006450293,0.000001575044,0.0001570805],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05527568,"threshold_uncertainty_score":0.1112024,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0100786340675147,"score_gpt":0.2279672597871072,"score_spread":0.2178886257195925,"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."}}