{"id":"W4381327687","doi":"10.1038/s41598-023-37095-z","title":"Evaluation of immunoserological detection of anti-liver kidney microsomal, anti-soluble liver antigen and anti-mitochondrial antibodies","year":2023,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Liver Diseases and Immunity","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; University Health Network","funders":"Medizinischen Hochschule Hannover; Deutsche Forschungsgemeinschaft","keywords":"Autoimmune hepatitis; Autoantibody; Antibody; Medicine; Antigen; Kappa; Immunology; Pathology; 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":[0.01794132,0.0008160139,0.000768495,0.002950056,0.0003540173,0.0006821947,0.0007266444,0.0006299837,0.0006126456],"category_scores_gemma":[0.01875097,0.0003359463,0.0006404088,0.00114825,0.0007737443,0.000492982,0.001024258,0.0004579002,0.0003148546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003186362,"about_ca_system_score_gemma":0.0003118585,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007548731,"about_ca_topic_score_gemma":0.0009849994,"domain_scores_codex":[0.982027,0.008532876,0.001554121,0.002306731,0.005183388,0.0003959082],"domain_scores_gemma":[0.975606,0.010885,0.00474175,0.001933664,0.006312395,0.0005212655],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.00311907,0.0005180438,0.7609231,0.00179152,0.00156396,0.000763198,0.003901668,0.001249923,0.1421982,0.0007155667,0.0007774608,0.08247828],"study_design_scores_gemma":[0.00009276995,0.002716105,0.8841541,0.0002368074,0.0007604071,0.00458282,0.001573045,0.01144976,0.0898129,0.0007830284,0.003736141,0.0001020962],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9743235,0.004556898,0.01747852,0.00004368161,0.0001067156,0.0001814021,0.0002016167,0.0001369354,0.00297075],"genre_scores_gemma":[0.9850478,0.000864074,0.01311606,0.00005709713,0.0000376588,0.0001242105,0.0002180417,0.00002352727,0.0005114545],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01794132,"threshold_uncertainty_score":0.09488392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0446012846485779,"score_gpt":0.3017489659908558,"score_spread":0.2571476813422779,"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."}}