{"id":"W4301185371","doi":"10.1016/j.cmet.2022.09.006","title":"Dietary sugar lowers immunity and microbiota that protect against metabolic disease","year":2022,"lang":"en","type":"letter","venue":"Cell Metabolism","topic":"Diet, Metabolism, and Disease","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Institut universitaire de cardiologie et de pneumologie de Québec; McMaster University","funders":"McMaster University","keywords":"Immunity; Sugar; Disease; Biology; Gut flora; Food science; Medicine; Immunology; Immune system; Internal medicine","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":[0.002838593,0.0008772631,0.001538214,0.0005637858,0.003486349,0.00249261,0.0009080051,0.03679058,0.005804453],"category_scores_gemma":[0.01303979,0.000508233,0.0009586238,0.000439516,0.002069886,0.00225834,0.001080973,0.03318505,0.004901578],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003114212,"about_ca_system_score_gemma":0.002722131,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006666165,"about_ca_topic_score_gemma":0.01199619,"domain_scores_codex":[0.9985671,0.0005717908,0.0001418129,0.0001480023,0.0003795976,0.0001917269],"domain_scores_gemma":[0.996084,0.002425007,0.0002120353,0.0001239554,0.0005845556,0.0005703744],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0003166306,0.00015747,0.001656961,0.00006809878,0.00004560544,0.002292556,0.0001507191,0.00006762163,0.0004164975,0.003936653,0.9726509,0.01824041],"study_design_scores_gemma":[0.000644984,0.0002600637,0.003424381,0.0004162668,0.00009989317,0.002483963,0.0006662066,0.000729526,0.0004346451,0.01584402,0.9749155,0.00008055368],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.0006611233,0.001638065,0.00007674391,0.9764469,0.01829316,0.00001230733,0.00004089875,0.00001955033,0.002811383],"genre_scores_gemma":[0.005987788,0.001385926,0.0002291152,0.929922,0.05386725,0.00004677466,0.00002764125,0.00001848171,0.008514961],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.03679058,"threshold_uncertainty_score":0.02259529,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02014323164046972,"score_gpt":0.2328994242371868,"score_spread":0.212756192596717,"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."}}