{"id":"W4391873647","doi":"10.1093/jcag/gwad061.198","title":"A198 RELATIONSHIP BETWEEN HEPATIC GENE EXPRESSION AND MICROBIOME ACCORDING TO DISEASE SEVERITY IN OBESE PATIENTS WITH NON-ALCOHOLIC FATTY LIVER DISEASE","year":2024,"lang":"en","type":"article","venue":"Journal of the Canadian Association of Gastroenterology","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"","keywords":"Fatty liver; Disease; Alcoholic liver disease; Microbiome; Gastroenterology; Internal medicine; Gene; Medicine; Biology; Bioinformatics; Genetics; Cirrhosis","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":[0.000273724,0.0002132876,0.0003213676,0.0005436121,0.0002522052,0.0003999509,0.00009876036,0.0002802598,0.001614885],"category_scores_gemma":[0.0008229814,0.0001335505,0.0003132934,0.0006127151,0.000170879,0.0002877923,0.0003939953,0.0003798362,0.0001748914],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001382161,"about_ca_system_score_gemma":0.0001160362,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006416466,"about_ca_topic_score_gemma":0.001080259,"domain_scores_codex":[0.9997607,0.00005786468,0.00003456968,0.00007053056,0.00003344999,0.00004285718],"domain_scores_gemma":[0.9994769,0.0001016001,0.0002137129,0.00002533936,0.00006166835,0.0001207682],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004984175,0.00003208715,0.9952426,0.00002152383,0.00006991415,0.00006809785,0.00004056834,0.00004936934,0.001958168,0.00001166886,0.00007990815,0.001927665],"study_design_scores_gemma":[0.00000554349,0.00008485949,0.9990553,0.000005972778,0.00003333007,0.0001460445,0.0001080032,0.0002472732,0.0001557589,0.00003387364,0.0001211903,0.000002786411],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9988276,0.0003976867,0.0001455641,0.00005520806,0.000006117141,0.000004988991,0.0003087628,0.000002980501,0.000250967],"genre_scores_gemma":[0.9993542,0.00007582887,0.0001353581,0.00002773018,0.000006659726,0.000006043434,0.000276311,0.000001555121,0.0001162932],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001614885,"threshold_uncertainty_score":0.005402386,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01073273226831691,"score_gpt":0.2358557834174779,"score_spread":0.225123051149161,"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."}}