{"id":"W2564982602","doi":"10.1002/9781119138105.ch8","title":"The Role of Fibers and Bioactive Compounds in Gut Microbiota Composition and Health","year":2016,"lang":"en","type":"other","venue":"","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"","keywords":"Dysbiosis; Gut flora; Gut–brain axis; Biology; Demographics; Dementia; Proinflammatory cytokine; Autism; Immunology; Medicine; Inflammation; Disease; Internal medicine; Psychiatry","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":[0.0002929731,0.0005742777,0.0004054657,0.001017159,0.0005251892,0.001918508,0.0002746015,0.0008053707,0.0129087],"category_scores_gemma":[0.0003485096,0.0001927589,0.0003975432,0.0007735931,0.0004310435,0.00101531,0.001028093,0.000776338,0.003162294],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004833913,"about_ca_system_score_gemma":0.0006055419,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009760942,"about_ca_topic_score_gemma":0.002181654,"domain_scores_codex":[0.9998397,0.0000276906,0.00001350271,0.00003908164,0.00005759094,0.00002256049],"domain_scores_gemma":[0.9999107,0.00002433242,0.00001846395,0.000005678351,0.00002330285,0.00001760675],"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":[0.0003980173,0.0002253791,0.00380139,0.004549241,0.00009300541,0.0008444203,0.0008447191,0.0004359855,0.06536847,0.02849417,0.02690271,0.8680426],"study_design_scores_gemma":[0.00002166065,0.0002973485,0.01571905,0.002620624,0.00008889449,0.002165651,0.000658772,0.0002843856,0.01993541,0.01311874,0.9450416,0.00004780347],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.03973538,0.7964807,0.00595795,0.005309483,0.002046963,0.00011498,0.001083815,0.0002209994,0.1490497],"genre_scores_gemma":[0.08636653,0.6867213,0.0113429,0.001779998,0.001131152,0.0001180997,0.0009263312,0.0001466495,0.211467],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.0129087,"threshold_uncertainty_score":0.04318392,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005130288965029302,"score_gpt":0.2626795774418077,"score_spread":0.2575492884767784,"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."}}