{"id":"W4412522542","doi":"10.1111/liv.70190","title":"Pathogenesis, Non‐Invasive Assessments and Treatment of Hepatic Fibrosis in Autoimmune Liver Diseases","year":2025,"lang":"en","type":"review","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network; University of Alberta Hospital; Toronto General Hospital; University of Alberta","funders":"","keywords":"Pathogenesis; Medicine; Hepatic fibrosis; Liver fibrosis; Autoimmune hepatitis; Fibrosis; Immunology; Pathology; Gastroenterology; Internal medicine; 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":[0.001267019,0.0004273914,0.00063046,0.0009164254,0.0001563178,0.0007840818,0.0003058953,0.0006796664,0.001234095],"category_scores_gemma":[0.001051511,0.0001295079,0.0006070371,0.0004274301,0.0005790021,0.000699004,0.0003376057,0.0008723306,0.000315786],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003529615,"about_ca_system_score_gemma":0.000595278,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000422131,"about_ca_topic_score_gemma":0.0006729054,"domain_scores_codex":[0.9994724,0.0002117401,0.00007515665,0.00005538772,0.0001492905,0.00003594893],"domain_scores_gemma":[0.9992316,0.0003710011,0.0001881111,0.00002470612,0.0001478998,0.0000367261],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000553533,0.000141275,0.006250486,0.02266218,0.0003423327,0.0007524717,0.0002047816,0.0005993255,0.01722255,0.005351943,0.008496369,0.9374229],"study_design_scores_gemma":[0.0002981995,0.002801012,0.06012165,0.0191906,0.001769345,0.0288852,0.0006208241,0.002022866,0.03256487,0.01864987,0.8328674,0.000208143],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002206601,0.9944839,0.001143016,0.0008089407,0.0001784817,0.00001036547,0.00002378163,0.00001288573,0.001132081],"genre_scores_gemma":[0.05027684,0.9425884,0.003806696,0.001034879,0.001075754,0.00005841048,0.00008669859,0.000007254665,0.001065023],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001267019,"threshold_uncertainty_score":0.006700695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03670948080606351,"score_gpt":0.3488531232963884,"score_spread":0.3121436424903249,"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."}}