{"id":"W2167419149","doi":"10.4093/dmj.2015.39.4.291","title":"Probiotics as Complementary Treatment for Metabolic Disorders","year":2015,"lang":"en","type":"review","venue":"Diabetes & Metabolism Journal","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":140,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Centre Hospitalier Universitaire Sainte-Justine; Université Laval","funders":"","keywords":"Akkermansia muciniphila; Probiotic; Medicine; Dysbiosis; Gut flora; Microbiome; Butyrate; Akkermansia; Metabolic syndrome; Insulin resistance; Diabetes mellitus; Bioinformatics; Microbiology; Immunology; Biology; Bacteria; Lactobacillus; Endocrinology","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":[0.0006841834,0.0007780089,0.002201151,0.0002247175,0.0003023024,0.0001324918,0.0005415159,0.0004248041,0.00008245551],"category_scores_gemma":[0.00005545056,0.0005772398,0.001310203,0.0001601661,0.00009077951,0.000008985369,0.000132284,0.0003462305,0.00006790061],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009116024,"about_ca_system_score_gemma":0.001238915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00000869173,"about_ca_topic_score_gemma":0.00002309446,"domain_scores_codex":[0.9969796,0.0003254215,0.0009553948,0.0005816157,0.0002109517,0.0009470188],"domain_scores_gemma":[0.9980319,0.00003401196,0.000719843,0.0005195962,0.0002183309,0.0004763097],"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":[0.00002412777,0.0002673246,0.00002069168,0.001499461,0.001594118,0.00000162331,0.00005594112,0.000002501606,0.0002808318,0.0001905428,0.01740218,0.9786606],"study_design_scores_gemma":[0.001320385,0.0005970698,0.00001039639,0.0004255935,0.002909477,0.00005808592,0.00003080117,0.000001379923,0.0001218035,0.0002334429,0.9937251,0.0005664253],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005000971,0.9952549,0.00006301035,0.00009514269,0.001422105,0.001687473,0.0007945324,0.00001318134,0.0001695025],"genre_scores_gemma":[0.00001876065,0.9914207,0.002051584,0.0002857164,0.002548902,0.0001667442,0.002423523,0.0001396966,0.0009443425],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9780942,"threshold_uncertainty_score":0.9996679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04670291413256124,"score_gpt":0.3681263807392131,"score_spread":0.3214234666066519,"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."}}