{"id":"W4385782793","doi":"10.1016/j.cld.2023.06.006","title":"Primary Biliary Cholangitis","year":2023,"lang":"en","type":"review","venue":"Clinics in Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"","keywords":"Medicine; Pathophysiology; Primary biliary cirrhosis; Primary sclerosing cholangitis; Immune system; Inflammation; Gastroenterology; Epigenetics; Internal medicine; Immunology; Disease; Gene; Biology","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","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004565623,0.0005049055,0.001996557,0.0004368075,0.00007040535,0.00004062467,0.0004213613,0.0003601209,0.0003544557],"category_scores_gemma":[0.000629882,0.0004310804,0.001454559,0.0007247487,0.0001596823,0.0001306247,0.0004634417,0.001082415,0.0024846],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003497726,"about_ca_system_score_gemma":0.002031215,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004091611,"about_ca_topic_score_gemma":0.000002045726,"domain_scores_codex":[0.9970813,0.0002984233,0.001048432,0.0007182074,0.000398184,0.0004554723],"domain_scores_gemma":[0.99674,0.0007049665,0.0002893439,0.001387161,0.00008120797,0.0007972762],"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":[0.000123562,0.0009449471,0.004301859,0.09733858,0.000372913,0.003161661,0.00002702933,1.796211e-7,4.657796e-9,0.00009443228,0.007433582,0.8862013],"study_design_scores_gemma":[0.0007858421,0.00008858832,0.05436109,0.03540547,0.004734772,0.00001425059,0.00001124116,0.00001417149,3.36536e-9,0.0002123468,0.9039096,0.0004626031],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002091773,0.9947544,9.904317e-7,0.00003165043,0.0007628471,0.00160964,0.0009333209,0.0002070734,0.001490891],"genre_scores_gemma":[0.00001066141,0.9920779,0.00004918996,0.0005320857,0.0006249609,0.0002100249,0.002532724,0.0001593079,0.003803179],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.896476,"threshold_uncertainty_score":0.9998141,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1558162607893599,"score_gpt":0.417291287435026,"score_spread":0.261475026645666,"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."}}