{"id":"W2974278736","doi":"10.1055/s-0039-1697617","title":"The Pathogenesis of Primary Biliary Cholangitis: A Comprehensive Review","year":2019,"lang":"en","type":"review","venue":"Seminars in Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":131,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"","keywords":"Pathogenesis; Medicine; Primary (astronomy); Primary sclerosing cholangitis; Gastroenterology; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003165808,0.0005210617,0.002463735,0.0001717078,0.00008375417,0.00001711573,0.0005351085,0.0001666959,0.0001383295],"category_scores_gemma":[0.0002367083,0.0003357694,0.001407011,0.0005693042,0.0002530217,0.00009626925,0.0003906799,0.0004979208,0.0001597341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002780007,"about_ca_system_score_gemma":0.001443975,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004123169,"about_ca_topic_score_gemma":5.538331e-7,"domain_scores_codex":[0.9970812,0.0005667061,0.0009296267,0.0005182702,0.0005129158,0.0003912705],"domain_scores_gemma":[0.9965234,0.0006937381,0.0005148235,0.001712115,0.0001983307,0.0003575692],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00009097988,0.0002829545,0.0004493833,0.3161458,0.0002234612,0.000276116,0.00001586685,5.452263e-8,4.564843e-7,0.0000119014,0.006255664,0.6762474],"study_design_scores_gemma":[0.0003017149,0.00007966538,0.02193063,0.2670583,0.006925008,0.00003390832,0.000019026,0.0000014416,4.795865e-8,0.000008442648,0.7033822,0.0002596264],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001464599,0.9946877,2.546814e-7,0.00005601043,0.0002491276,0.003442898,0.0007831682,0.00002812245,0.0006062263],"genre_scores_gemma":[0.000009872663,0.997246,0.00004120043,0.0006069565,0.00009823767,0.0002524182,0.0008497543,0.00007621402,0.0008193336],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6971266,"threshold_uncertainty_score":0.9999095,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05651786116175443,"score_gpt":0.3264202650855897,"score_spread":0.2699024039238353,"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."}}