{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005526392,0.0003904396,0.0009588879,0.0002998426,0.00005984414,0.00009789168,0.0001663313,0.0002461367,0.00001352572],"category_scores_gemma":[0.0001063871,0.0003002122,0.0002014283,0.0002148626,0.0001817649,0.00001371521,0.0001396684,0.0002224963,0.00000633796],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005696073,"about_ca_system_score_gemma":0.0001685994,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001963564,"about_ca_topic_score_gemma":0.00005254543,"domain_scores_codex":[0.9977621,0.0002721887,0.0006808721,0.000712808,0.0001332894,0.0004387027],"domain_scores_gemma":[0.9990792,0.0001294441,0.0001695577,0.0003643963,0.00009216843,0.0001652432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.4779028,0.001064055,0.02232901,0.0004142482,0.0005156376,0.00001140079,0.0008051667,0.000004644642,0.4967543,0.00000805847,0.0001046198,0.00008604134],"study_design_scores_gemma":[0.8650095,0.004425034,0.1087703,0.0007307007,0.0003102462,0.00003064759,0.0002034339,0.0001985156,0.01982199,0.00002593856,0.0000190723,0.0004546172],"study_design_candidate":"randomized_trial","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928978,0.001669485,0.000004528458,0.000093367,0.0002248031,0.004951007,0.000102474,0.00002203658,0.00003448882],"genre_scores_gemma":[0.9989108,0.0006008427,0.00002883493,0.00004617114,0.00005919235,0.0001036941,0.0001187648,0.00004217403,0.00008946927],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4769323,"threshold_uncertainty_score":0.999945,"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."}}