{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001028822,0.00008862722,0.0002015087,0.0001388939,0.0001263777,0.000005174559,0.00006797046,0.00002964514,0.0003750221],"category_scores_gemma":[0.00003071413,0.00008160326,0.00002463734,0.0001579684,0.00008032061,0.00005096275,0.0001640067,0.0002488189,0.000004409228],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002450524,"about_ca_system_score_gemma":0.0006319939,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.2679644,"about_ca_topic_score_gemma":0.09722066,"domain_scores_codex":[0.9990983,0.0001581454,0.0001052778,0.0001924906,0.0001465642,0.0002992107],"domain_scores_gemma":[0.9992916,0.00003288727,0.00002380096,0.0002070634,0.00003066816,0.0004139674],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003421047,0.0002118834,0.997487,0.00005108886,0.00001927889,0.0004019882,0.00008965722,5.188583e-7,0.000001330971,0.00005912285,0.0004348069,0.0009012122],"study_design_scores_gemma":[0.001515188,0.0001684303,0.9931598,0.000009106604,0.00004531092,0.00002337762,0.00004518818,0.00009910819,4.455629e-7,0.00006348061,0.004774378,0.00009622533],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9965858,0.0003647776,3.931051e-7,0.001092908,0.0001143115,0.0002661538,0.0002367519,0.00001686766,0.001322039],"genre_scores_gemma":[0.9971685,0.00004185771,0.00001539292,0.002259159,0.00001260597,0.0000303521,0.0003703936,0.00001294431,0.00008878802],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1707437,"threshold_uncertainty_score":0.9192527,"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."}}