{"id":"W4413292092","doi":"10.1016/j.dld.2025.07.045","title":"Autoimmune hepatitis and immune dysregulation: A case series","year":2025,"lang":"en","type":"article","venue":"Digestive and Liver Disease","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Centre Hospitalier Universitaire Sainte-Justine","funders":"Fondation Saint Luc","keywords":"Medicine; Autoimmune hepatitis; Immune dysregulation; Immune system; Immunology; Series (stratigraphy); Hepatitis","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":[0.00005436182,0.0001594388,0.0002236706,0.00009038312,0.0002848954,0.00005205558,0.00003217267,0.00004125901,0.0001215306],"category_scores_gemma":[0.00007465888,0.0001423477,0.00006620569,0.0001493451,0.0002630749,0.0002494841,0.0001241208,0.000100074,0.000006279452],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002924325,"about_ca_system_score_gemma":0.0001250762,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008536175,"about_ca_topic_score_gemma":0.00001275653,"domain_scores_codex":[0.999299,0.00005086229,0.0001614121,0.0002376449,0.00008975773,0.0001612989],"domain_scores_gemma":[0.999306,0.00005803826,0.0000376306,0.0002476698,0.000108068,0.0002425995],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00114972,0.0002912583,0.9633816,0.0004881739,0.0002545176,0.004740389,0.0005924091,0.000001149195,0.0001710663,0.009555681,0.0003970058,0.01897703],"study_design_scores_gemma":[0.001125566,0.000125192,0.9942906,0.0002468235,0.0005674349,0.0004006759,0.0002663527,0.0004325825,0.00004802749,0.0004306058,0.00192469,0.0001414403],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9712779,0.02544232,0.00004564516,0.001172044,0.00007216148,0.0003617448,0.0000923681,0.00006001943,0.001475774],"genre_scores_gemma":[0.9928071,0.001843163,0.00008157671,0.0003994484,0.000033797,0.00002949404,0.00007691939,0.000009876223,0.004718613],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03090901,"threshold_uncertainty_score":0.580477,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862129910565443,"score_gpt":0.2435659390656645,"score_spread":0.2349446399600101,"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."}}