{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","research_integrity","insufficient_payload"],"consensus_categories":["metaepi_narrow"],"category_scores_codex":[0.0006537923,0.001554981,0.002601752,0.0008768981,0.00063422,0.0002211303,0.0008801972,0.0008064279,0.002040403],"category_scores_gemma":[0.0002589368,0.001412907,0.001302524,0.0006388299,0.0005861125,0.0003048232,0.0008772663,0.004821399,0.0002061036],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008727099,"about_ca_system_score_gemma":0.0008922561,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002021945,"about_ca_topic_score_gemma":0.000002572797,"domain_scores_codex":[0.9936135,0.0008679386,0.0008815233,0.001764804,0.001337278,0.001534893],"domain_scores_gemma":[0.9951098,0.0001697104,0.0005866011,0.002681875,0.0001985449,0.001253495],"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":[0.001284455,0.0008649105,0.0006632191,0.003147143,0.0009333899,0.005081545,0.0005209348,0.000004157333,0.005879669,0.00002521094,0.9741655,0.007429842],"study_design_scores_gemma":[0.003393641,0.00006449426,0.02082844,0.0001302211,0.005641973,0.00003897325,0.0002131604,0.00001197195,0.0009401195,0.0001228654,0.9672546,0.001359506],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"review","genre_gemma":"commentary","genre_scores_codex":[0.2591552,0.5360433,0.00001097893,0.1678804,0.008512016,0.007653181,0.004522578,0.0009298025,0.01529263],"genre_scores_gemma":[0.02992315,0.03753395,0.0006225594,0.8772393,0.01043926,0.001168883,0.009134912,0.0008726879,0.03306531],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7093589,"threshold_uncertainty_score":0.9997199,"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."}}