{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00003266346,0.0001166619,0.000218528,0.00003441068,0.00005803098,0.00003340938,0.00003037357,0.00004678462,0.00006159403],"category_scores_gemma":[0.00001800094,0.0001012415,0.000113824,0.00005777259,0.00002256035,0.00007962266,0.00004122662,0.00005963572,0.00008074393],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005822363,"about_ca_system_score_gemma":0.00001119471,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003186445,"about_ca_topic_score_gemma":0.000009931479,"domain_scores_codex":[0.9992692,0.00004891893,0.000200332,0.0002472645,0.000110601,0.0001236467],"domain_scores_gemma":[0.9995487,0.00001639416,0.00006456422,0.000118835,0.00003115581,0.0002203352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001098668,0.001512439,0.807411,0.009478374,0.001373953,0.0006694842,0.002421108,0.000003256119,0.1655052,0.00006176261,0.007331669,0.003133129],"study_design_scores_gemma":[0.003378371,0.0003404363,0.990219,0.0009904773,0.0003024927,0.00002998894,0.0003377018,0.0001007503,0.003318569,0.000003349445,0.0008597755,0.0001190653],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9939961,0.004142736,0.00001133268,0.0008623336,0.0001190273,0.0006221205,0.00004905831,0.00005996519,0.0001372984],"genre_scores_gemma":[0.9988029,0.0003474795,0.00004864608,0.000274551,0.0002891566,0.00005450775,0.00007307786,0.00001452317,0.00009513766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1828081,"threshold_uncertainty_score":0.4128506,"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."}}