{"id":"W4391091309","doi":"10.1200/jco.2024.42.3_suppl.531","title":"Genomic characterization of cholangiocarcinoma with autoimmune etiologies.","year":2024,"lang":"en","type":"article","venue":"Journal of Clinical Oncology","topic":"Cholangiocarcinoma and Gallbladder Cancer Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Toronto; Ontario Institute for Cancer Research; Princess Margaret Cancer Centre","funders":"","keywords":"Medicine; Etiology; Primary sclerosing cholangitis; Autoimmune disease; Ankylosing spondylitis; Immunology; Autoimmune hepatitis; Cohort; Population; Internal medicine; Disease","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":[0.0001616435,0.0001856221,0.0002663039,0.001037005,0.0002758761,0.0004351535,0.0001316524,0.0002596088,0.001784546],"category_scores_gemma":[0.000687782,0.0001374993,0.0002706027,0.001020612,0.0001737677,0.0001226048,0.0003538604,0.0002065617,0.000402561],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001508611,"about_ca_system_score_gemma":0.0001179625,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00115226,"about_ca_topic_score_gemma":0.001886741,"domain_scores_codex":[0.9998106,0.00001816374,0.00002060296,0.00007738642,0.00003965919,0.00003355397],"domain_scores_gemma":[0.9994466,0.00009856438,0.0002417857,0.00005124652,0.00007739299,0.0000844007],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004747626,0.00001940495,0.8873817,0.000129356,0.0001611747,0.0009960319,0.0001839383,0.000264758,0.09940709,0.0001014175,0.0004413408,0.01043909],"study_design_scores_gemma":[0.0000062542,0.00005661961,0.9920322,0.00001337942,0.00007906943,0.003081548,0.00009889949,0.0004647353,0.003073493,0.00007538019,0.001013624,0.000004874736],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961218,0.0007852612,0.0004831567,0.00004480419,0.000004660443,0.000007794715,0.001887697,0.00002187008,0.0006428606],"genre_scores_gemma":[0.9963813,0.0002022342,0.0005502222,0.0000481596,0.000008141781,0.00001112109,0.002572291,0.00001688441,0.0002095734],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001784546,"threshold_uncertainty_score":0.005969882,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1003270254894689,"score_gpt":0.4165610639214279,"score_spread":0.316234038431959,"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."}}