{"id":"W4386989388","doi":"10.1016/j.nut.2023.112237","title":"Effect of low-and non-calorie sweeteners on the gut microbiota: A review of clinical trials and cross-sectional studies","year":2023,"lang":"en","type":"review","venue":"Nutrition","topic":"Biochemical Analysis and Sensing Techniques","field":"Nursing","cited_by":38,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Centro de Investigación Biomédica en Red-Fisiopatología de la Obesidad y Nutrición","keywords":"Sucralose; Gut flora; Prebiotic; Saccharin; Aspartame; Xylitol; Medicine; Food science; Physiology; Biology; Internal medicine; Immunology; Fermentation","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":[],"consensus_categories":[],"category_scores_codex":[0.01082596,0.0002793901,0.003912509,0.0001163723,0.00007473266,0.00002376243,0.0001098032,0.0004241417,0.000004366571],"category_scores_gemma":[0.007634555,0.0001497507,0.001193702,0.0003180296,0.0004332769,0.00002169324,0.00006748937,0.0004012972,0.000002962151],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000409743,"about_ca_system_score_gemma":0.00001826262,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008847741,"about_ca_topic_score_gemma":8.254012e-7,"domain_scores_codex":[0.9950749,0.002001136,0.002156761,0.0004032322,0.0002224443,0.0001414711],"domain_scores_gemma":[0.9899562,0.008265833,0.001259087,0.0002742052,0.0002007295,0.00004396776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0002951751,0.0001637091,0.00006037024,0.698368,0.001013447,0.000002102284,0.000009054094,7.548342e-9,0.0005227138,0.0000392504,0.01410799,0.2854182],"study_design_scores_gemma":[0.001089636,0.001627515,0.0001371878,0.8807675,0.005478533,0.00001585509,0.000005890375,0.000005197199,0.002942985,0.0005983082,0.1069232,0.0004081627],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002633298,0.9952819,0.00000183465,0.0002893887,0.0002975342,0.001352421,0.00009345065,0.0000317113,0.00001849185],"genre_scores_gemma":[0.0004797428,0.9987438,0.00008552535,0.0001036114,0.000374224,0.00007800637,0.00009719585,0.00002442603,0.00001341446],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.28501,"threshold_uncertainty_score":0.9139827,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3195138281812672,"score_gpt":0.5571972513941889,"score_spread":0.2376834232129216,"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."}}