{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006095966,0.0003941277,0.0007222511,0.001300699,0.0001778882,0.00062031,0.0003228779,0.0005542001,0.00163186],"category_scores_gemma":[0.0007490473,0.0001063657,0.0004884299,0.000742723,0.0003019768,0.0006323273,0.0004357358,0.001019663,0.0005797264],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003585915,"about_ca_system_score_gemma":0.0007033337,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006916203,"about_ca_topic_score_gemma":0.001241385,"domain_scores_codex":[0.999744,0.00006571227,0.00004544547,0.00004300759,0.00007737942,0.00002454779],"domain_scores_gemma":[0.9997204,0.0001000592,0.00004991701,0.000009055259,0.0000937619,0.00002680082],"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":[0.0002476922,0.0001612316,0.00137619,0.02259297,0.0002478224,0.0003925238,0.0001534819,0.0005312587,0.01392181,0.004535351,0.01440019,0.9414394],"study_design_scores_gemma":[0.00005058727,0.0009556025,0.01070838,0.008902154,0.0005970499,0.002926614,0.0002246537,0.0005187457,0.00538491,0.004807054,0.9648608,0.00006341738],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001204087,0.9955522,0.0007021247,0.001046544,0.0003858974,0.000009737369,0.0000616116,0.00001210821,0.001025655],"genre_scores_gemma":[0.006447984,0.9908138,0.001086735,0.0006427419,0.0003608563,0.00001789432,0.0000821143,0.000003413119,0.0005443813],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00163186,"threshold_uncertainty_score":0.00545913,"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."}}