{"id":"W4411871181","doi":"10.1097/hep.0000000000001436","title":"Antibody response to microbiota antigens is associated with alcohol-related liver disease severity and predicts mortality","year":2025,"lang":"en","type":"article","venue":"Hepatology","topic":"Alcohol Consumption and Health Effects","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Pancreas Centre (Canada)","funders":"","keywords":"Immunology; Antibody; Microbiome; Cirrhosis; Dysbiosis; Immune system; Immunoglobulin A; Immunity; Gut flora; Antigen; Biology; Medicine; Immunoglobulin G; Internal medicine; Bioinformatics","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":[0.0002825101,0.0002312847,0.0002592326,0.000531378,0.000234157,0.0003273392,0.0001181423,0.0002995421,0.001798249],"category_scores_gemma":[0.001066004,0.0001267918,0.0002396704,0.0003640389,0.0002109422,0.0001749207,0.0003331828,0.0003844181,0.0001703546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001291618,"about_ca_system_score_gemma":0.0001171562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007564314,"about_ca_topic_score_gemma":0.0008092595,"domain_scores_codex":[0.999822,0.00005252225,0.00002180134,0.00003537079,0.00003012236,0.00003817812],"domain_scores_gemma":[0.9990088,0.000179183,0.0004529007,0.00003914342,0.00008776959,0.0002322468],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001303245,0.00001299156,0.9985082,0.000005274385,0.0000262752,0.00002064121,0.0000115026,0.00002820797,0.0004909242,0.000003173146,0.00002477137,0.0007377047],"study_design_scores_gemma":[0.000003433268,0.00005707155,0.9994386,0.000002136224,0.00001526366,0.0001193463,0.00003364618,0.0001914305,0.00009348925,0.00001338046,0.00003093893,0.000001249943],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996124,0.0001214296,0.00007969558,0.0000157387,0.000002146089,0.000002739694,0.00005426386,0.000002389138,0.0001092769],"genre_scores_gemma":[0.9997856,0.00003277112,0.00006117787,0.000007024082,0.000004363174,0.000002197562,0.00006750476,5.576325e-7,0.00003872223],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001798249,"threshold_uncertainty_score":0.006015718,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04687212757568818,"score_gpt":0.3764195887797362,"score_spread":0.329547461204048,"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."}}