{"id":"W3128221353","doi":"10.3390/biomedicines9020145","title":"Insights into the Impact of Microbiota in the Treatment of NAFLD/NASH and Its Potential as a Biomarker for Prognosis and Diagnosis","year":2021,"lang":"en","type":"review","venue":"Biomedicines","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Children's Hospital of Eastern Ontario","funders":"CHIST-ERA; Agencia Nacional de Investigación y Desarrollo; Agenția Națională pentru Cercetare și Dezvoltare; Universidad de Granada; Fundación Ramón Areces; Fundación Alfonso Martín Escudero","keywords":"Steatohepatitis; Fatty liver; Cirrhosis; Gut flora; Medicine; Metabolic syndrome; Steatosis; Biomarker; Hepatocellular carcinoma; Dyslipidemia; Dysbiosis; Inflammation; Disease; Bioinformatics; Internal medicine; Gastroenterology; Immunology; Biology; Obesity","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":[],"consensus_categories":[],"category_scores_codex":[0.0001282846,0.0004472494,0.001768894,0.0003160455,0.00006581113,0.00001990017,0.0001186778,0.0001812151,0.00002496116],"category_scores_gemma":[0.0000759204,0.0001725328,0.0006651399,0.0005205581,0.0002578409,0.00003011578,0.00004555714,0.00005567226,9.488203e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110576,"about_ca_system_score_gemma":0.0003154562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008079201,"about_ca_topic_score_gemma":0.00002759842,"domain_scores_codex":[0.9983851,0.0001680789,0.0006158392,0.0004208563,0.0002111398,0.000198989],"domain_scores_gemma":[0.9983624,0.000711803,0.0003229751,0.0003447549,0.0001441974,0.0001138209],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001319101,0.004855839,0.006141556,0.014459,0.005088474,0.0001668367,0.003511667,2.074822e-8,0.0001313416,0.00003954143,0.002033783,0.96344],"study_design_scores_gemma":[0.01125966,0.01387995,0.09009289,0.05751782,0.03616415,0.0003654081,0.001508684,0.00002560138,0.0004829414,0.00007559727,0.7879132,0.0007140912],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1436967,0.8520137,2.19632e-7,0.0004887848,0.00007767916,0.003554021,0.0001519884,0.000004965212,0.0000119238],"genre_scores_gemma":[0.08659434,0.9111091,0.0000242946,0.00003203482,0.0001293242,0.001731075,0.0003323175,0.00002816578,0.00001934229],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9627259,"threshold_uncertainty_score":0.7035684,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05024123244008222,"score_gpt":0.376765693214349,"score_spread":0.3265244607742668,"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."}}