{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00002716317,0.00006141944,0.00008836603,0.00006228108,0.00002858217,0.00002014358,0.00005093218,0.00001720081,0.0001282122],"category_scores_gemma":[0.00003876119,0.0000498637,0.00001809373,0.00006725891,0.00002739152,0.0001292824,0.00007598942,0.00009699034,0.00001482408],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009255978,"about_ca_system_score_gemma":0.00001979346,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001115104,"about_ca_topic_score_gemma":0.000006059658,"domain_scores_codex":[0.999521,0.00001413425,0.00007930487,0.0001306182,0.0001812178,0.00007373226],"domain_scores_gemma":[0.9997624,0.00002430593,0.00002525936,0.00005466204,0.00004035035,0.00009303891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004855086,0.00008077284,0.9969026,0.00002274577,0.0000621582,0.00001644682,0.0006920383,0.000003108252,0.00002231534,0.0001364325,0.0005937261,0.0009821435],"study_design_scores_gemma":[0.00162019,0.0002260401,0.997153,0.00007326534,0.0000273905,0.000001407951,0.0001884029,0.0001371436,0.00001602662,0.00004066553,0.0004545807,0.00006192966],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957241,0.00006342048,0.0002062567,0.0009153502,0.00005535862,0.0001539728,0.00008677577,0.0000165513,0.002778222],"genre_scores_gemma":[0.9977459,0.00007048397,0.0004330784,0.001548456,0.0000545549,0.000002176871,0.00008207933,0.000006817098,0.00005650526],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002721716,"threshold_uncertainty_score":0.2033383,"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."}}