{"id":"W179809976","doi":"10.1155/2010/431913","title":"Autoantibodies and Liver Disease: Uses and Abuses","year":2009,"lang":"en","type":"review","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":72,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Western Hospital; University Health Network","funders":"","keywords":"Autoantibody; Autoimmune hepatitis; Medicine; Context (archaeology); Immunology; Disease; Pathognomonic; Liver disease; Viral hepatitis; Liver biopsy; Chronic liver disease; Serology; Hepatitis; Pathology; Biopsy; Antibody; Internal medicine; Cirrhosis; Biology","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":[0.0001393248,0.0002798458,0.001646784,0.0004636829,0.0001467144,0.00002648178,0.00009316303,0.0002143955,0.00006263715],"category_scores_gemma":[0.00009048619,0.000214954,0.0001788131,0.00003953087,0.0007310408,0.00008253796,0.00003193854,0.0005086572,0.00000168047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004271994,"about_ca_system_score_gemma":0.0008974537,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570981,"about_ca_topic_score_gemma":0.003478154,"domain_scores_codex":[0.9986565,0.0002425339,0.0004510877,0.0002039549,0.00005245122,0.0003935468],"domain_scores_gemma":[0.9981659,0.00008435782,0.0003028805,0.0001473237,0.00009309803,0.001206449],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003977751,0.00004596544,0.8034768,0.005376599,0.0007812821,0.004921402,0.0001249513,1.68097e-8,7.611185e-8,0.0002001636,0.002547621,0.1821273],"study_design_scores_gemma":[0.0008758008,0.001912572,0.2699107,0.003974802,0.004543653,0.0231909,0.00003043448,0.000003070298,2.352082e-8,0.0001112248,0.6953036,0.0001432753],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.07490789,0.9240513,0.00000401963,0.0006371525,0.0001530204,0.0001555708,0.00006933892,0.00000397906,0.00001774356],"genre_scores_gemma":[0.02676556,0.9719389,0.0000749652,0.00102805,0.0001138909,0.000002013252,0.00001866596,0.00001610872,0.00004185437],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6927559,"threshold_uncertainty_score":0.876557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03474676151247792,"score_gpt":0.2919390344302244,"score_spread":0.2571922729177465,"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."}}