{"id":"W4390067176","doi":"10.14670/hh-18-690","title":"Autoimmune hepatitis with confluent necrosis indicates severe liver injury but responds well to standard immunosuppressive therapy.","year":2024,"lang":"en","type":"article","venue":"Histology and histopathology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"","keywords":"Medicine; Internal medicine; Gastroenterology; Autoimmune hepatitis; Cirrhosis; Statistical significance; Necrosis; Adverse effect; Fibrosis; Proportional hazards model; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001001146,0.0005821491,0.0003390559,0.001513404,0.000377711,0.0005012904,0.0002880234,0.0002424512,0.01955581],"category_scores_gemma":[0.001690418,0.00008313161,0.0004343023,0.000970305,0.0004105275,0.0004745683,0.0006168534,0.0005732256,0.001644625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001963432,"about_ca_system_score_gemma":0.000346408,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006025293,"about_ca_topic_score_gemma":0.001231575,"domain_scores_codex":[0.9994168,0.0002060593,0.00006327585,0.00006626947,0.000114758,0.0001329163],"domain_scores_gemma":[0.9980323,0.0004005787,0.001029613,0.0001043447,0.0001340404,0.0002991221],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001474408,0.0002010652,0.9696137,0.0002598621,0.0005085579,0.0008419325,0.000121775,0.0001734663,0.001869743,0.0004752083,0.003149847,0.02131037],"study_design_scores_gemma":[0.000053806,0.000622608,0.980695,0.00008858074,0.0001637177,0.007304215,0.0003387912,0.0007646573,0.0004144869,0.0008452369,0.008697051,0.00001189632],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9610012,0.005083603,0.001421818,0.0003751251,0.0002478935,0.0001047064,0.00225023,0.0001103715,0.02940508],"genre_scores_gemma":[0.9957564,0.0003519737,0.0004473504,0.00007208822,0.0001046541,0.00003321459,0.0007023199,0.00001026314,0.002521666],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01955581,"threshold_uncertainty_score":0.06542069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008523038455567228,"score_gpt":0.2465182703055076,"score_spread":0.2379952318499403,"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."}}