{"id":"W3155777109","doi":"10.1186/s40168-021-01052-7","title":"Iron status influences non-alcoholic fatty liver disease in obesity through the gut microbiome","year":2021,"lang":"en","type":"article","venue":"Microbiome","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University and Génome Québec Innovation Centre","funders":"NIHR Imperial Biomedical Research Centre; Instituto de Salud Carlos III; Medical Research Council; Horizon 2020 Framework Programme; Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana; Conseil Régional Hauts-de-France; National Institute for Health and Care Research; Ministerio de Ciencia e Innovación; Generalitat Valenciana; Institut National de la Santé et de la Recherche Médicale; European Commission; École Polytechnique Fédérale de Lausanne; Università degli Studi di Roma Tor Vergata; CHIST-ERA; Trent University; Agence Nationale de la Recherche; Imperial College London; European Social Fund; Nottingham Trent University","keywords":"Biology; Fatty liver; Ferritin; Veillonella; Gut flora; Prevotella; Microbiome; Steatohepatitis; Physiology; Microbiology; Internal medicine; Biochemistry; Disease; Bioinformatics; Medicine; Genetics; Bacteria","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":[0.0006988269,0.0003941557,0.0003612663,0.0004939914,0.0003475434,0.0007975533,0.0001574667,0.0004601138,0.001376759],"category_scores_gemma":[0.001115742,0.00023349,0.0005613048,0.0004190291,0.0003347525,0.0002479834,0.0007027944,0.0004731633,0.0001715936],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002310683,"about_ca_system_score_gemma":0.0003151246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001972993,"about_ca_topic_score_gemma":0.00286737,"domain_scores_codex":[0.9996124,0.0001410353,0.00001802102,0.0001421497,0.00003819641,0.00004815395],"domain_scores_gemma":[0.9995396,0.0001138412,0.0001690821,0.00006028974,0.00004645427,0.00007076725],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001835206,0.0001160687,0.9221261,0.0001581593,0.0009174992,0.0002461795,0.0002831204,0.0004243316,0.06322819,0.0001801678,0.0002221214,0.01026273],"study_design_scores_gemma":[0.00001260695,0.0001697094,0.9965912,0.00001878239,0.0002455586,0.0002497762,0.0001006475,0.0008201585,0.001161218,0.0002164232,0.0004074202,0.000006649629],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971074,0.001066001,0.001037036,0.00009080426,0.0000119323,0.00001515831,0.0003117977,0.00001265929,0.0003472242],"genre_scores_gemma":[0.9982084,0.0002311928,0.0009758894,0.00006139703,0.000009199034,0.00001414573,0.0002597665,0.000007921816,0.0002321043],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001972993,"threshold_uncertainty_score":0.004605711,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01137036799420108,"score_gpt":0.2652290175917341,"score_spread":0.253858649597533,"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."}}