{"id":"W4400484674","doi":"10.3390/nu16142205","title":"Impact of Combined Prebiotic Galacto-Oligosaccharides and Bifidobacterium breve-Derived Postbiotic on Gut Microbiota and HbA1c in Prediabetic Adults: A Double-Blind, Randomized, Placebo-Controlled Study","year":2024,"lang":"en","type":"article","venue":"Nutrients","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Alberta Health Services","funders":"","keywords":"Prebiotic; Gut flora; Bifidobacterium; Bifidobacterium breve; Placebo; Microbiology; Lactobacillus; Biology; Medicine; Food science; Immunology; Fermentation","routes":{"ca_aff":true,"ca_fund":false,"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":[0.00140512,0.001444323,0.004676428,0.0006967178,0.0006803559,0.0008146189,0.0009289184,0.002719639,0.003370221],"category_scores_gemma":[0.001426556,0.001062813,0.001820733,0.000547293,0.0009773099,0.0007694685,0.0005217333,0.001905147,0.0004844948],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004255149,"about_ca_system_score_gemma":0.0009241993,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001477926,"about_ca_topic_score_gemma":0.00218312,"domain_scores_codex":[0.9992675,0.0002950387,0.0000968633,0.000140665,0.00008104206,0.0001189771],"domain_scores_gemma":[0.9990163,0.0002370043,0.0001412522,0.00007278977,0.0001106994,0.0004218607],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9660688,0.01851669,0.0004418317,0.000494714,0.0007492846,0.00002781943,0.00003049678,0.00006067839,0.005668816,0.00001351633,0.00009548062,0.007831954],"study_design_scores_gemma":[0.571172,0.4190416,0.005752258,0.00005663288,0.001414312,0.00003227155,0.00003850527,0.0002713356,0.001744834,0.00004063001,0.000414503,0.00002094422],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9934551,0.003941491,0.0002857936,0.0001307973,0.0002431669,0.001322608,0.0002058498,0.00004429433,0.000370863],"genre_scores_gemma":[0.9909589,0.00339292,0.001275177,0.0005137803,0.0004141109,0.001765205,0.0003323235,0.00001448863,0.001332998],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004676428,"threshold_uncertainty_score":0.01127452,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00941078651861654,"score_gpt":0.2835532115152463,"score_spread":0.2741424249966298,"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."}}