{"id":"W2001751275","doi":"10.1053/jhep.2002.37200","title":"Evolution of autoimmune hepatitis to primary sclerosing cholangitis: A sequential syndrome","year":2002,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":107,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Autoimmune hepatitis; Immunosuppression; Internal medicine; Gastroenterology; Liver biopsy; Cholestasis; Hepatitis; Ulcerative colitis; Biopsy; 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":[0.0002461232,0.0004188764,0.000357766,0.0005524318,0.0004296448,0.0003069414,0.0001552245,0.0004430138,0.002130475],"category_scores_gemma":[0.002039286,0.0001697991,0.0003088344,0.0004793527,0.0005426263,0.0003649077,0.0005068813,0.000357738,0.0005331003],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002001321,"about_ca_system_score_gemma":0.0002665849,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004759117,"about_ca_topic_score_gemma":0.0007439351,"domain_scores_codex":[0.9997676,0.00006374052,0.00003426392,0.00003912559,0.00004231522,0.00005302691],"domain_scores_gemma":[0.9991245,0.0001824335,0.0003219374,0.00006537262,0.00008323042,0.0002225555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000610166,0.000184419,0.8133228,0.0001486143,0.00007785836,0.1302797,0.0004832356,0.0003219754,0.0123463,0.0007137364,0.0008234837,0.04068771],"study_design_scores_gemma":[0.00008460847,0.001086614,0.3196776,0.00003763329,0.00008072842,0.6736563,0.0002010828,0.0005587574,0.001861438,0.0006207728,0.002118136,0.00001625032],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9936416,0.001291643,0.001357988,0.000188448,0.00002379478,0.00002716897,0.00004390073,0.00006904836,0.003356418],"genre_scores_gemma":[0.9984086,0.0004326041,0.0004804705,0.0001268814,0.00008271391,0.00001038261,0.00007438834,0.000005122697,0.0003788185],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002130475,"threshold_uncertainty_score":0.007127166,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0261431065947462,"score_gpt":0.2438024607961199,"score_spread":0.2176593542013737,"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."}}