{"id":"W3084213570","doi":"10.1128/msystems.00499-20","title":"Dietary Intervention Reverses Fatty Liver and Altered Gut Microbiota during Early-Life Undernutrition","year":2020,"lang":"en","type":"article","venue":"mSystems","topic":"Liver Disease Diagnosis and Treatment","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Victoria; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"Departament d'Empresa i Coneixement, Generalitat de Catalunya; Departament de Salut, Generalitat de Catalunya; European Regional Development Fund; Instituto de Salud Carlos III; Canadian Institutes of Health Research; Generalitat de Catalunya; Government of Canada; Ministerio de Ciencia, Innovación y Universidades; Bill and Melinda Gates Foundation","keywords":"Steatosis; Malnutrition; Fatty liver; Nonalcoholic fatty liver disease; Context (archaeology); Gut flora; Physiology; Obesity; Microbiome; Medicine; Biology; Disease; Internal medicine; Pathology; Bioinformatics; Immunology","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0001692267,0.0003882165,0.000400941,0.0003000466,0.0001834255,0.000316051,0.0001821247,0.0003687757,0.00088118],"category_scores_gemma":[0.0001989165,0.0001340748,0.0002328362,0.0001092399,0.0003169716,0.000214507,0.0003835354,0.0009615619,0.0001781281],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002256774,"about_ca_system_score_gemma":0.0003098504,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004363723,"about_ca_topic_score_gemma":0.00150427,"domain_scores_codex":[0.9998802,0.00002670157,0.00000812394,0.0000276446,0.00002351821,0.0000338024],"domain_scores_gemma":[0.999845,0.000009113833,0.00005786426,0.00001306605,0.0000165751,0.00005841177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.003440587,0.0004811173,0.002466079,0.0001962638,0.00005405753,0.0001169625,0.00006904417,0.0001084223,0.9764371,0.0002372317,0.0002192688,0.01617401],"study_design_scores_gemma":[0.0004233542,0.01582994,0.1433071,0.0002920533,0.0003602202,0.000896514,0.0005670338,0.001402485,0.816094,0.000932755,0.01985048,0.0000439443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926844,0.002752413,0.002776973,0.0003551002,0.00008135221,0.00004539581,0.0003176108,0.0001249022,0.000861902],"genre_scores_gemma":[0.9883904,0.002779849,0.004936973,0.0003906755,0.00003131773,0.0001325398,0.0004352913,0.00004855402,0.0028543],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00088118,"threshold_uncertainty_score":0.002947807,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04201325801081089,"score_gpt":0.248912000017865,"score_spread":0.2068987420070541,"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."}}