{"id":"W4386913366","doi":"10.4014/jmb.2304.04039","title":"The Synergism of Human <i>Lactobacillaceae</i> and Inulin Decrease Hyperglycemia via Regulating the Composition of Gut Microbiota and Metabolic Profiles in db/db Mice","year":2023,"lang":"en","type":"article","venue":"Journal of Microbiology and Biotechnology","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"Natural Science Foundation of Beijing Municipality; Beijing Union University","keywords":"Ruminococcus; Lachnospiraceae; Gut flora; Biology; Biochemistry; Inulin; Metabolome; Metabolite; Firmicutes","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":[],"consensus_categories":[],"category_scores_codex":[0.0007728998,0.0001662433,0.0003995441,0.0001930885,0.0001882257,0.000009596281,0.0002359194,0.000534168,0.000001643643],"category_scores_gemma":[0.00008391144,0.0001034601,0.00006321791,0.0002202713,0.001064394,0.000006291872,0.0002115739,0.000347792,3.834629e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000008576812,"about_ca_system_score_gemma":0.00007086973,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004564576,"about_ca_topic_score_gemma":0.0001485153,"domain_scores_codex":[0.9986716,0.0002011622,0.0006115589,0.0002207042,0.00003191569,0.0002630881],"domain_scores_gemma":[0.9990019,0.0001019199,0.0005504146,0.0002006378,0.00009870654,0.00004641589],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0002284547,0.00003261616,0.002777931,0.00005586193,0.00007746005,0.000003847846,0.0001113199,0.000002376102,0.9944326,0.0003039339,0.0002818823,0.001691742],"study_design_scores_gemma":[0.001253992,0.000610279,0.01510317,0.00009219941,0.0000608002,0.001523137,0.0004596234,0.00001137059,0.9757938,0.0002075312,0.00474869,0.0001353971],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9856842,0.01090441,0.00001362975,0.003104472,0.00007486598,0.0001738793,0.000032254,0.000005528481,0.000006771217],"genre_scores_gemma":[0.9925209,0.006904312,0.0003134392,0.0001554131,0.00004230201,0.000002056467,0.0000270066,0.00001088934,0.00002373565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01863876,"threshold_uncertainty_score":0.4218982,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006527544499804663,"score_gpt":0.2388127081126525,"score_spread":0.2322851636128478,"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."}}