{"id":"W3132347055","doi":"10.1186/s12944-021-01440-w","title":"Compositional alterations of gut microbiota in nonalcoholic fatty liver disease patients: a systematic review and Meta-analysis","year":2021,"lang":"en","type":"review","venue":"Lipids in Health and Disease","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Science and Technology Planning Project of Guangdong Province; Sun Yat-sen University; National Natural Science Foundation of China","keywords":"Roseburia; Nonalcoholic fatty liver disease; Ruminococcus; Internal medicine; Meta-analysis; Prevotella; Gastroenterology; Gut flora; Publication bias; Bifidobacterium; Lachnospiraceae; Fatty liver; Bacteroides; Medicine; Fusobacterium; Biology; Lactobacillus; Disease; Immunology; Firmicutes; Food science","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004103026,0.000357792,0.003349047,0.0002587254,0.0000840892,0.0000246392,0.0001322163,0.0001179787,0.00004324296],"category_scores_gemma":[0.000271058,0.0002886131,0.0007989543,0.0004429799,0.00007818327,0.000006644681,0.0001344795,0.0001865371,0.000001708697],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004962623,"about_ca_system_score_gemma":0.001205707,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000787424,"about_ca_topic_score_gemma":0.00009857224,"domain_scores_codex":[0.9964691,0.001084544,0.001404297,0.0006252833,0.0001234933,0.000293274],"domain_scores_gemma":[0.9979763,0.00007905977,0.0005275421,0.0005089006,0.0001017947,0.0008064143],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0000149556,0.0003773091,0.0005422458,0.9945622,0.003853331,0.000005139244,0.00002393163,0.000001443785,0.000001685009,0.00009428301,0.000365806,0.0001576325],"study_design_scores_gemma":[0.001780473,0.0003651785,0.007557465,0.2085259,0.6885948,0.0000236908,0.00003329704,0.00002564562,3.293502e-7,0.00003888932,0.09116026,0.00189414],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001363621,0.9944301,0.00001917383,0.0003166978,0.00002470125,0.002272873,0.002794122,0.000002593868,0.000003355949],"genre_scores_gemma":[0.0005929883,0.9885437,0.0001688586,0.003543081,0.00002993621,0.0003871189,0.006659696,0.00001934276,0.00005528089],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7860364,"threshold_uncertainty_score":0.9999566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04756406479139635,"score_gpt":0.3558665202573711,"score_spread":0.3083024554659747,"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."}}