{"id":"W4386446817","doi":"10.1097/hep.0000000000000589","title":"Lack of complete biochemical response in autoimmune hepatitis leads to adverse outcome: First report of the IAIHG retrospective registry","year":2023,"lang":"en","type":"article","venue":"Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; Alberta Hospital Edmonton","funders":"Universitätsklinikum Hamburg-Eppendorf; Medical Center, University of Rochester; Harran Üniversitesi; Radboud Universitair Medisch Centrum; Medizinische Universität Wien; Università degli Studi di Palermo; School of Medicine, Indiana University; Maastricht Universitair Medisch Centrum; Warszawski Uniwersytet Medyczny; Rigshospitalet; Università degli Studi di Padova; Universität Wien; College of Medicine, Seoul National University; Erasmus Medisch Centrum; Humanitas University; Uniwersytet Warszawski; Università degli Studi di Milano-Bicocca; Universidade de São Paulo; Medizinischen Hochschule Hannover; University of Toronto; Yale University; Seoul National University; Universiteit Maastricht; King's College London; University of Miami; Universidad de Málaga; University of Rochester; Radboud Universiteit; Centre Hospitalier Universitaire de Rennes; Università degli Studi di Napoli Federico II; Universitair Medisch Centrum Groningen; Università di Bologna; Leids Universitair Medisch Centrum; Universiteit Leiden","keywords":"Autoimmune hepatitis; Medicine; Retrospective cohort study; Adverse effect; Outcome (game theory); Intensive care medicine; Hepatitis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0004371452,0.0001186421,0.0005679542,0.0001459631,0.00004309857,0.000001252615,0.0001984278,0.0001296837,0.0001114278],"category_scores_gemma":[0.002028952,0.00009437869,0.0001772382,0.0007207175,0.0003168868,0.00002171067,0.0002647707,0.0002411971,0.00003504587],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001448768,"about_ca_system_score_gemma":0.0001829121,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002197658,"about_ca_topic_score_gemma":0.0001548779,"domain_scores_codex":[0.998534,0.0001674301,0.0006127246,0.0002355431,0.0002064182,0.0002438758],"domain_scores_gemma":[0.9984934,0.0001658601,0.0002292817,0.0009004598,0.0001410731,0.00006990058],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001492063,0.0001179555,0.9811457,0.00009949004,0.00003729765,0.0004635233,0.0003191177,0.000002251926,0.01180859,0.0001432786,0.004356873,0.00001387636],"study_design_scores_gemma":[0.0008913241,0.0002476122,0.9941128,0.0001216235,0.00004981652,0.0002002199,0.0001212294,0.0001919896,0.002427359,0.00004599017,0.001509511,0.00008044985],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938224,0.000061671,0.000003771527,0.005088161,0.0002128656,0.0003289628,0.00009239554,0.00003641291,0.0003533923],"genre_scores_gemma":[0.9985843,0.00003820592,0.00007268591,0.0003011599,0.00001405302,0.00001861319,0.00003614434,0.00001471371,0.0009201687],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01296719,"threshold_uncertainty_score":0.3848652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0523603300158568,"score_gpt":0.3311632564603617,"score_spread":0.2788029264445049,"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."}}