{"id":"W3160832434","doi":"10.1038/s41467-021-22727-7","title":"Emerging concepts in intestinal immune control of obesity-related metabolic disease","year":2021,"lang":"en","type":"review","venue":"Nature Communications","topic":"Dietary Effects on Health","field":"Medicine","cited_by":145,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; Toronto General Hospital; University of Toronto; University Health Network","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; Canadian Liver Foundation","keywords":"Immune system; Intestinal permeability; Insulin resistance; Immunity; Obesity; Immunology; Disease; Metformin; Biology; Gut flora; Vaccination; Hormone; Insulin; Medicine; Bioinformatics; Internal medicine; Endocrinology","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","research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0008403821,0.0003917961,0.002980398,0.0004997376,0.0001018464,0.00001184277,0.001074946,0.0005719579,0.00008567402],"category_scores_gemma":[0.002813668,0.000347777,0.0007095273,0.001536966,0.0002558594,0.00007030566,0.0003672988,0.004287609,0.00002569668],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001593184,"about_ca_system_score_gemma":0.001651256,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006760678,"about_ca_topic_score_gemma":0.00006590616,"domain_scores_codex":[0.9961476,0.001545354,0.001330047,0.0003591525,0.0003095306,0.0003082708],"domain_scores_gemma":[0.9931794,0.001888142,0.0006943193,0.003613395,0.0003715108,0.000253208],"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":[0.00004524925,0.001958252,0.002449152,0.02163999,0.001122635,0.0001278315,0.0002086624,0.000004216013,0.000005975573,0.02417703,0.0004199507,0.947841],"study_design_scores_gemma":[0.001101911,0.0000518326,0.00397309,0.04395043,0.003456537,0.00006346197,0.00003193284,0.0001823567,6.481189e-7,0.00002856827,0.9468943,0.0002649185],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00002722402,0.9954552,0.00001144863,0.001231237,0.000216221,0.002000382,0.0001113443,0.00006449996,0.0008824345],"genre_scores_gemma":[0.02389365,0.9725282,0.001164291,0.0002060909,0.00003959539,0.0002279751,0.001749629,0.00006297342,0.0001275764],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9475762,"threshold_uncertainty_score":0.9998974,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03225411269442898,"score_gpt":0.4165713198733056,"score_spread":0.3843172071788766,"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."}}