{"id":"W2119686969","doi":"10.1111/liv.12198","title":"Laboratory‐based scoring system for prediction of hepatic inflammatory activity in patients with autoimmune hepatitis","year":2013,"lang":"en","type":"article","venue":"Liver International","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Alberta Innovates - Health Solutions; Śląski Uniwersytet Medyczny","keywords":"Autoimmune hepatitis; Medicine; Hepatitis; Internal medicine; Immunology; Gastroenterology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00007304472,0.0000875011,0.0001546201,0.0001282153,0.00002824697,0.00001337252,0.00007981479,0.00004000713,0.0001007482],"category_scores_gemma":[0.00003834459,0.0000761399,0.00004557174,0.00008326458,0.00003490322,0.0002987127,0.0000244207,0.00007770932,0.000008942457],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002342226,"about_ca_system_score_gemma":0.0001039113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007486811,"about_ca_topic_score_gemma":0.00001122259,"domain_scores_codex":[0.9992668,0.00003065723,0.0002052383,0.0001247634,0.0002720055,0.0001005038],"domain_scores_gemma":[0.9991464,0.00004868774,0.0001337638,0.0001551209,0.0004722626,0.00004374162],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003621492,0.0003129767,0.9969674,0.0003407282,0.00008670723,0.000001566474,0.00006768466,0.00003623022,0.001035897,0.00008939631,0.00004677882,0.0006525349],"study_design_scores_gemma":[0.003230066,0.0002836516,0.9754177,0.0005138377,0.00004150415,3.186645e-7,0.00002533041,0.01840054,0.001984776,0.000002941065,0.00004110119,0.00005825458],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979556,0.0000172715,0.0005475276,0.00003506172,0.0002461026,0.0007061686,0.0002841493,0.00003413606,0.0001740454],"genre_scores_gemma":[0.9991974,0.000003322046,0.000400698,0.00002679361,0.00004300246,0.0001238623,0.0001486844,0.00001235084,0.00004394508],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02154967,"threshold_uncertainty_score":0.3104895,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007436417419979875,"score_gpt":0.2054167023881165,"score_spread":0.1979802849681366,"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."}}