{"id":"W4367175726","doi":"10.1136/gutjnl-2023-329815","title":"Obesity promotes a leaky gut, inflammation and pre-diabetes by lowering gut microbiota that metabolise ethanolamine","year":2023,"lang":"en","type":"letter","venue":"Gut","topic":"Diet and metabolism studies","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":false,"ca_institutions":"McMaster University","funders":"Institute of Nutrition, Metabolism and Diabetes","keywords":"Gut flora; Inflammation; Diabetes mellitus; Obesity; Medicine; Type 2 diabetes; Internal medicine; Endocrinology; 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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0003548515,0.0006575415,0.001310878,0.0003206685,0.0001645853,0.0001138496,0.0002089763,0.0007222632,0.00005307837],"category_scores_gemma":[0.0003002021,0.0005592964,0.0002248737,0.0002757313,0.000195648,0.0002025209,0.0003611275,0.001202644,0.0001459669],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004816858,"about_ca_system_score_gemma":0.0000713156,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006688358,"about_ca_topic_score_gemma":0.00002491541,"domain_scores_codex":[0.9974648,0.000070906,0.0004764983,0.0007612688,0.0004621967,0.0007643388],"domain_scores_gemma":[0.9986982,0.0001561471,0.0002962237,0.0005817501,0.0001549755,0.0001127222],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00002732766,0.00004278339,0.005257272,0.002001477,0.0005803364,0.00007771955,0.0007483361,1.402536e-7,0.1998615,0.000002740644,0.787779,0.003621411],"study_design_scores_gemma":[0.001123541,0.00009953195,0.08346874,0.0008048778,0.001195553,0.000009505728,0.0000471051,0.00001092634,0.01726162,0.00006117571,0.895303,0.0006144413],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"empirical","genre_gemma":"other","genre_scores_codex":[0.7934114,0.01805549,0.00001184677,0.1818549,0.002208753,0.002029304,0.0003365167,0.0005945817,0.001497232],"genre_scores_gemma":[0.1959296,0.03749576,0.002863615,0.2829519,0.05437624,0.002071771,0.01318722,0.002015625,0.4091083],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5974818,"threshold_uncertainty_score":0.9996858,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01775568527381859,"score_gpt":0.2461778342670521,"score_spread":0.2284221489932335,"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."}}