{"id":"W2903549711","doi":"10.1016/j.cmet.2018.11.012","title":"A Gut Feeling for Metformin","year":2018,"lang":"en","type":"letter","venue":"Cell Metabolism","topic":"Gut microbiota and health","field":"Biochemistry, Genetics and Molecular Biology","cited_by":14,"is_retracted":false,"has_abstract":false,"ca_institutions":"Toronto General Hospital; University of Toronto","funders":"Banting and Best Diabetes Centre, University of Toronto; Canadian Institutes of Health Research; AstraZeneca; Canadian Diabetes Association; Juvenile Diabetes Research Foundation Canada; Department of Medicine, University of Toronto; Sanofi; Diabetes Canada","keywords":"Metformin; Type 2 diabetes; Bacteroides fragilis; Gut flora; Medicine; Bacteroides; Antagonist; Diabetes mellitus; Pharmacology; Internal medicine; Endocrinology; Biology; Antibiotics; Microbiology; Immunology; Receptor; Bacteria","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002476891,0.0003645184,0.000439301,0.00009131232,0.0001409594,0.00004292283,0.0004051038,0.001212793,0.00006052561],"category_scores_gemma":[0.00004392609,0.0003383277,0.000326995,0.00005770452,0.00007520236,0.000002110927,0.0001214292,0.0004491661,0.0001112755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001302652,"about_ca_system_score_gemma":0.0002102292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001421562,"about_ca_topic_score_gemma":0.000004577706,"domain_scores_codex":[0.9982321,0.00005370439,0.0003300305,0.0006450174,0.0001144046,0.0006247293],"domain_scores_gemma":[0.9988774,0.0000183132,0.0002086474,0.0006384751,0.0001802466,0.00007691827],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00001367823,0.00001014928,8.821866e-7,0.000183811,0.00003469218,0.000003490235,0.00001901,1.902541e-7,0.2634906,0.000005751616,0.7358047,0.00043305],"study_design_scores_gemma":[0.0005004547,0.00007857652,0.0000165437,0.00001604723,0.0001317418,0.00001371752,0.000007262337,0.000002848825,0.06592327,0.00009424647,0.9328473,0.0003679581],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.1515176,0.1688271,0.02291828,0.565128,0.03461578,0.01104751,0.004653561,0.0003824749,0.04090969],"genre_scores_gemma":[0.001341782,0.001891742,0.01672186,0.8290691,0.05338902,0.0002356674,0.005752546,0.0002911266,0.09130716],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.2639411,"threshold_uncertainty_score":0.9999069,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01533038905907905,"score_gpt":0.2612648359476751,"score_spread":0.245934446888596,"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."}}