{"id":"W2999076048","doi":"10.1002/hep4.1467","title":"Primary Sclerosing Cholangitis With Features of Autoimmune Hepatitis: Exploring the Global Variation in Management","year":2020,"lang":"en","type":"article","venue":"Hepatology Communications","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Liver Centre; University of Toronto","funders":"","keywords":"Medicine; Primary sclerosing cholangitis; Autoimmune hepatitis; Immunosuppression; Ursodeoxycholic acid; Context (archaeology); Liver biopsy; Internal medicine; Biopsy; Hepatitis; 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":[],"consensus_categories":[],"category_scores_codex":[0.00009259015,0.00008198011,0.0001964254,0.00003611093,0.0001456657,0.00001120748,0.0003688018,0.00003123527,0.00001604588],"category_scores_gemma":[0.00003034564,0.00006250643,0.00004336248,0.0003971613,0.0001656891,0.0001176126,0.0003071214,0.0002088526,0.000005919472],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009958555,"about_ca_system_score_gemma":0.00006656141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001280919,"about_ca_topic_score_gemma":0.0001538365,"domain_scores_codex":[0.9992744,0.0001675023,0.0002155177,0.0001112045,0.0001093456,0.0001220041],"domain_scores_gemma":[0.9988422,0.00007360662,0.00008841765,0.0008939645,0.00005951116,0.00004227113],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001549034,0.0002806539,0.9690496,0.0001608775,0.0001899788,0.00001183847,0.002000469,0.00001527013,0.0002277598,0.02136822,0.0001531032,0.006387366],"study_design_scores_gemma":[0.0007610386,0.00008345862,0.9972244,0.0001478015,0.0001327979,0.00001863329,0.0003246733,0.0004331555,0.00002193787,0.0001228206,0.0006716719,0.00005764885],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9701813,0.002325089,0.000469944,0.01564543,0.00004063626,0.0004952663,0.00002504934,0.0000630897,0.01075417],"genre_scores_gemma":[0.9922904,0.002558578,0.003975449,0.0009779471,0.000008026914,0.00008883976,0.00007859765,0.000007953521,0.00001422719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02817481,"threshold_uncertainty_score":0.2548938,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05599956293275931,"score_gpt":0.2695899826497309,"score_spread":0.2135904197169716,"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."}}