{"id":"W1432726693","doi":"10.1007/s13679-015-0172-9","title":"Gut Microbiota Dysbiosis in Obesity-Linked Metabolic Diseases and Prebiotic Potential of Polyphenol-Rich Extracts","year":2015,"lang":"en","type":"review","venue":"Current Obesity Reports","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":172,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"","keywords":"Akkermansia muciniphila; Prebiotic; Gut flora; Dysbiosis; Biology; Akkermansia; Bioinformatics; Microbiology; Bacteria; Lactobacillus; Immunology; Genetics","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004353267,0.0006698118,0.002048347,0.0002860186,0.00008623907,0.00004968773,0.0002940187,0.0006286033,0.00001365978],"category_scores_gemma":[0.0001217305,0.0006126681,0.0004513586,0.0002626109,0.0001829051,0.00001143515,0.0004921142,0.0004390535,0.00000701855],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000464894,"about_ca_system_score_gemma":0.001121014,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004425175,"about_ca_topic_score_gemma":0.00003941483,"domain_scores_codex":[0.9963304,0.0003020288,0.001401714,0.001134566,0.0002452079,0.000586085],"domain_scores_gemma":[0.9973221,0.00001711055,0.001166452,0.0009737245,0.0001568658,0.0003637399],"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":[0.0001179113,0.008330948,0.06237621,0.1108297,0.001317886,0.0007310355,0.0002792413,0.000005076372,0.04771472,0.00003727791,0.01127874,0.7569813],"study_design_scores_gemma":[0.0004810781,0.0001370859,0.06220066,0.004939535,0.00191553,0.0009140425,0.00001235073,8.166967e-7,0.0001923464,0.00003085737,0.9282059,0.0009697937],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.1265774,0.8710173,0.00001001355,0.00000775131,0.001000709,0.001092539,0.0002423221,0.00001689561,0.00003507064],"genre_scores_gemma":[0.0453626,0.9524035,0.00008463796,0.00001237221,0.0003370249,0.00002469019,0.001579167,0.00006267974,0.0001332774],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9169272,"threshold_uncertainty_score":0.9996325,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03032695585852546,"score_gpt":0.324852218762038,"score_spread":0.2945252629035126,"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."}}