{"id":"W3197538024","doi":"10.4239/wjd.v12.i9.1463","title":"Holistic perspective of the role of gut microbes in diabetes mellitus and its management","year":2021,"lang":"en","type":"review","venue":"World Journal of Diabetes","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta Hospital; University of Alberta","funders":"","keywords":"Medicine; Diabetes mellitus; Gut flora; Dysbiosis; Synbiotics; Type 2 Diabetes Mellitus; Pathogenesis; Bioinformatics; Intensive care medicine; Internal medicine; Immunology; Endocrinology; Probiotic; Biology","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":[0.0003262399,0.0002170072,0.001060483,0.0002215162,0.00002729135,0.00001218524,0.0003100212,0.0001136166,0.00001155652],"category_scores_gemma":[0.00006464242,0.0001501281,0.0003779422,0.0002702214,0.00008930398,0.000003520053,0.0002062005,0.0002481894,4.338856e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004426786,"about_ca_system_score_gemma":0.0001755523,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000002457292,"about_ca_topic_score_gemma":0.00002404946,"domain_scores_codex":[0.9985586,0.0002055188,0.0006943158,0.0001997623,0.0001116613,0.0002301557],"domain_scores_gemma":[0.9986752,0.00005358867,0.000804423,0.0002213833,0.0001922733,0.00005316718],"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":[0.00002924228,0.001207917,0.01453909,0.06458133,0.005094864,0.00001964476,0.000633275,0.00001746109,0.2459941,0.006524824,0.001916743,0.6594415],"study_design_scores_gemma":[0.0007207375,0.0002904372,0.00286664,0.03258228,0.00154452,0.00001338994,0.0006074811,0.000001463609,0.03046652,0.0004804877,0.9299686,0.0004574473],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.03358245,0.9656847,1.976216e-7,0.00004115428,0.0001232092,0.0002146737,0.00004519415,5.607224e-7,0.0003078416],"genre_scores_gemma":[0.06346528,0.9361184,0.0001057159,0.00002917313,0.00008985485,0.000004033544,0.000009046821,0.00002055365,0.0001579398],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9280518,"threshold_uncertainty_score":0.6122047,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01479046404176586,"score_gpt":0.2934441080306056,"score_spread":0.2786536439888397,"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."}}