{"id":"W2796649808","doi":"10.3233/jad-171151","title":"The Role of the Gut Microbiota in the Metabolism of Polyphenols as Characterized by Gnotobiotic Mice","year":2018,"lang":"en","type":"review","venue":"Journal of Alzheimer s Disease","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":108,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"National Center for Complementary and Integrative Health; U.S. Department of Veterans Affairs","keywords":"Gut flora; Biology; Microbiology; Microbial metabolism; Polyphenol; Bacteria; Genetics; Biochemistry","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":[0.0003233949,0.000615806,0.000684628,0.0007884007,0.0001184559,0.0005924558,0.0004146308,0.0008572327,0.0008513303],"category_scores_gemma":[0.0002424443,0.0001423868,0.0004199666,0.0005593416,0.0003103565,0.0005197746,0.0003576676,0.001217344,0.0003748432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003407958,"about_ca_system_score_gemma":0.0005384455,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004780851,"about_ca_topic_score_gemma":0.0006202857,"domain_scores_codex":[0.999917,0.00001613844,0.00001251641,0.00001894719,0.00002253636,0.00001279409],"domain_scores_gemma":[0.9998953,0.00003324648,0.00002980096,0.000004631645,0.00001826573,0.00001873723],"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":[0.000531299,0.0001583595,0.0006029051,0.02370112,0.0002403564,0.0007869253,0.0001058525,0.0004658118,0.1154046,0.00467275,0.008148986,0.845181],"study_design_scores_gemma":[0.00009692694,0.001151042,0.01016092,0.004613578,0.0007257405,0.004391962,0.0001679687,0.0003214241,0.03575541,0.004037163,0.9384955,0.00008235721],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.003085455,0.9942108,0.0006266669,0.0005309382,0.000261664,0.00001157781,0.0000492315,0.00002623773,0.001197397],"genre_scores_gemma":[0.005807274,0.9923623,0.0006418048,0.0002822792,0.00009041541,0.00001636992,0.00005088477,0.000003608241,0.0007451476],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.0008572327,"threshold_uncertainty_score":0.00284797,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01461101544448334,"score_gpt":0.2986745110197511,"score_spread":0.2840634955752678,"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."}}