{"id":"W2273797486","doi":"10.1080/19490976.2016.1142036","title":"Triggering<i>Akkermansia</i>with dietary polyphenols: A new weapon to combat the metabolic syndrome?","year":2016,"lang":"en","type":"article","venue":"Gut Microbes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":148,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"","keywords":"Akkermansia; Akkermansia muciniphila; Biology; Gut flora; Metabolic syndrome; Obesity; Polyphenol; Physiology; Bacteria; Immunology; Endocrinology; Lactobacillus; Biochemistry; Antioxidant","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":[0.0001398947,0.0002642248,0.0002663539,0.00005962046,0.0001621091,0.00003951477,0.0004090272,0.0001194678,0.00007092413],"category_scores_gemma":[0.00002020013,0.000137361,0.0001052589,0.0001553767,0.00009313827,0.000006883305,0.0001805283,0.00009304786,0.0003236447],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001707624,"about_ca_system_score_gemma":0.000193437,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002084288,"about_ca_topic_score_gemma":0.0003725642,"domain_scores_codex":[0.9986281,0.00006714013,0.0002353434,0.0004533679,0.00009996701,0.0005160223],"domain_scores_gemma":[0.9989994,0.00002012497,0.00007136621,0.0006470783,0.00004914188,0.0002128776],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001215006,0.00004020742,0.0004611613,0.00001255491,0.00008272511,0.000008708464,0.0001354789,0.000001848253,0.9611642,0.00007148112,0.03113783,0.006762266],"study_design_scores_gemma":[0.001171665,0.0005375353,0.03441672,0.00009543545,0.0000613458,0.0004253854,0.00007206855,3.307194e-7,0.2050891,0.00004354274,0.757696,0.0003909498],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.986038,0.005769749,0.0008194291,0.006337335,0.0001894284,0.0004359216,0.00005814119,0.00003564308,0.0003163949],"genre_scores_gemma":[0.987034,0.000897225,0.001110435,0.003080643,0.0002589739,0.00002373754,0.00004292352,0.00005280579,0.007499248],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7560751,"threshold_uncertainty_score":0.5601419,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01008139890083835,"score_gpt":0.232244678429129,"score_spread":0.2221632795282906,"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."}}