{"id":"W2053847114","doi":"10.4161/gmic.19246","title":"Prebiotic fiber modulation of the gut microbiota improves risk factors for obesity and the metabolic syndrome","year":2012,"lang":"en","type":"review","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":205,"is_retracted":false,"has_abstract":true,"ca_institutions":"Mount Royal University; University of Calgary","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Prebiotic; Gut flora; Biology; Firmicutes; Dysbiosis; Lactobacillus; Obesity; Probiotic; Metabolic syndrome; Insulin resistance; Resistant starch; Food science; Endocrinology; Immunology; Bacteria; Genetics; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003817933,0.000775673,0.001047725,0.001059662,0.000155386,0.0004751264,0.0005751413,0.0008220283,0.002638254],"category_scores_gemma":[0.0003687374,0.0001723246,0.0003195541,0.0009186579,0.000348756,0.0005617935,0.0003875437,0.001173951,0.001232453],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003075691,"about_ca_system_score_gemma":0.000498177,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000682876,"about_ca_topic_score_gemma":0.001273587,"domain_scores_codex":[0.9999017,0.00001737048,0.00001357658,0.00002002333,0.00003659258,0.00001073406],"domain_scores_gemma":[0.9998443,0.00005497966,0.00002828097,0.000005600265,0.00004705445,0.00001978284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001930803,0.0001155636,0.0002552887,0.006935601,0.00009974861,0.0001371246,0.00002141945,0.0001948594,0.004006099,0.001071054,0.008783585,0.9781867],"study_design_scores_gemma":[0.0001104543,0.0006438256,0.007639831,0.005027706,0.0003663632,0.003449593,0.00009748339,0.0002791406,0.004353934,0.00317649,0.9748072,0.00004782241],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003319008,0.9989032,0.00009954262,0.0001864341,0.0000914312,0.000002615149,0.000009768094,0.000004507119,0.0003706974],"genre_scores_gemma":[0.001564425,0.9974663,0.000225348,0.0001008829,0.00007691916,0.000005099845,0.0000182617,0.000001407929,0.0005413567],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002638254,"threshold_uncertainty_score":0.008825839,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01847202918195416,"score_gpt":0.2698638163299188,"score_spread":0.2513917871479647,"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."}}