{"id":"W2036530451","doi":"10.1055/s-2008-1042650","title":"Evolution from Primary Biliary Cirrhosis to Primary Biliary Cirrhosis/Autoimmune Hepatitis Overlap Syndrome","year":2008,"lang":"en","type":"article","venue":"Seminars in Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Alberta Innovates - Health Solutions","keywords":"Medicine; Gastroenterology; Primary biliary cirrhosis; Internal medicine; Ursodeoxycholic acid; Anti-nuclear antibody; Primary sclerosing cholangitis; Jaundice; Elevated alkaline phosphatase; Liver biopsy; Cirrhosis; Bile duct; Alkaline phosphatase; Biopsy; Antibody; Immunology; Autoantibody","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002647986,0.000608457,0.0009333603,0.0005781539,0.0003372118,0.00003565282,0.0005099105,0.000241312,0.0009984061],"category_scores_gemma":[0.0002160593,0.0006321717,0.0005156019,0.001005717,0.0003577044,0.000693236,0.0006037369,0.00058042,0.0005278409],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001708175,"about_ca_system_score_gemma":0.001038035,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006524645,"about_ca_topic_score_gemma":0.00002132927,"domain_scores_codex":[0.9960325,0.0002519928,0.000805906,0.001086117,0.0009877153,0.0008357246],"domain_scores_gemma":[0.9964742,0.0002485876,0.0001876054,0.001704692,0.0001832405,0.00120165],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001728801,0.002428672,0.9735695,0.0005166173,0.0001892474,0.004603117,0.0007083146,0.00003020747,0.001938712,0.0000310464,0.01062135,0.003634407],"study_design_scores_gemma":[0.002124326,0.0004938634,0.9921957,0.001782918,0.0006301314,0.0001404506,0.0001373906,0.0003465983,0.00006167284,0.0002620746,0.001109951,0.000714955],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9707785,0.0239253,0.00006344068,0.0005579247,0.0006250535,0.001519729,0.0008729053,0.0002658297,0.001391322],"genre_scores_gemma":[0.9845458,0.007629941,0.00127572,0.002974548,0.0002115637,0.0002321435,0.001412866,0.000111049,0.001606371],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01862616,"threshold_uncertainty_score":0.9999148,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01111369688807149,"score_gpt":0.2209744515891748,"score_spread":0.2098607547011033,"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."}}