{"id":"W4392285232","doi":"10.3390/biomedicines12030550","title":"Double Trouble: How Microbiome Dysbiosis and Mitochondrial Dysfunction Drive Non-Alcoholic Fatty Liver Disease and Non-Alcoholic Steatohepatitis","year":2024,"lang":"en","type":"article","venue":"Biomedicines","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario; University of Alberta; University of Ottawa","funders":"King Abdullah University of Science and Technology","keywords":"Steatohepatitis; Dysbiosis; Fatty liver; Microbiome; Steatosis; Alcoholic liver disease; Biology; Disease; Bioinformatics; Immunology; Medicine; Cirrhosis; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.00008395466,0.0004629833,0.0005693476,0.000531862,0.0001833195,0.0002071683,0.0000794512,0.0001596747,0.0001215842],"category_scores_gemma":[0.00002365372,0.0003396189,0.0001700008,0.000552351,0.0003775337,0.000311342,0.0001071414,0.0001513984,0.00006997822],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522757,"about_ca_system_score_gemma":0.0001680635,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007381785,"about_ca_topic_score_gemma":0.00004534297,"domain_scores_codex":[0.9979845,0.00003081201,0.0003002108,0.0008682674,0.0003718603,0.0004442973],"domain_scores_gemma":[0.9985033,0.0001032985,0.00007483226,0.0003935901,0.0001249513,0.0008000159],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003452583,0.002180607,0.6436713,0.006203658,0.004658627,0.004802075,0.004239472,5.528321e-7,0.1326937,0.0003059031,0.1465091,0.05128242],"study_design_scores_gemma":[0.01519972,0.001404527,0.9416573,0.002208767,0.005183552,0.0002253506,0.0002827106,0.0008091995,0.007065524,0.00005362922,0.02523383,0.0006758994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9730031,0.01568918,0.000100492,0.007411488,0.001573463,0.001557929,0.0002948444,0.000175381,0.0001941518],"genre_scores_gemma":[0.9900128,0.005616084,0.0002465558,0.0006230105,0.001568996,0.0003103286,0.000467866,0.00006521452,0.001089122],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2979859,"threshold_uncertainty_score":0.9999056,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01404161860827414,"score_gpt":0.2506703333877749,"score_spread":0.2366287147795008,"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."}}