{"id":"W3092550822","doi":"10.1111/liv.14688","title":"Antibodies to gp210 and understanding risk in patients with primary biliary cholangitis","year":2020,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto","funders":"National Institute for Health and Care Research","keywords":"Medicine; Ursodeoxycholic acid; Liver transplantation; Internal medicine; Anti-nuclear antibody; Serology; Gastroenterology; Antibody; Primary biliary cirrhosis; Liver disease; Cohort; Transplantation; Autoantibody; Immunology","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":[0.0006091938,0.000237219,0.0002777641,0.0007145116,0.0002704637,0.0005728236,0.0002547255,0.000533789,0.001903495],"category_scores_gemma":[0.003643625,0.0001856124,0.0004314661,0.0009702237,0.000323628,0.0003752969,0.0004748183,0.0006777754,0.0002425714],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002495814,"about_ca_system_score_gemma":0.0002603897,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001424638,"about_ca_topic_score_gemma":0.001417976,"domain_scores_codex":[0.9995328,0.0001377429,0.00007928473,0.00007350072,0.00009431904,0.00008235978],"domain_scores_gemma":[0.9973405,0.0006005022,0.001515693,0.00008867314,0.0001494885,0.0003052875],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004173359,0.00000491802,0.9993855,0.000005484915,0.000007996336,0.0000977193,0.00001759512,0.00001460641,0.00003562806,0.000005645695,0.00002584944,0.0003573031],"study_design_scores_gemma":[0.000003088739,0.00004489658,0.9984053,0.00001121794,0.00001583362,0.001167012,0.00008453675,0.0000927337,0.0000424518,0.00003422506,0.000096148,0.000002542046],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982869,0.0008222489,0.0000516775,0.0001117527,0.000008085185,0.00000409885,0.0001143426,0.000002784865,0.0005980908],"genre_scores_gemma":[0.9996749,0.000127443,0.00004425057,0.00001562365,0.00001158785,0.000001995976,0.0000857463,6.869261e-7,0.00003775517],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001903495,"threshold_uncertainty_score":0.006367862,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02356116211443191,"score_gpt":0.2346068895730114,"score_spread":0.2110457274585795,"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."}}