{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002912936,0.0006354207,0.001079064,0.0004247224,0.004357578,0.003702087,0.0009358842,0.03107652,0.00556212],"category_scores_gemma":[0.02093647,0.0003981742,0.0009164233,0.0002866499,0.004752513,0.004730616,0.003097789,0.05170134,0.002359848],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002735446,"about_ca_system_score_gemma":0.002315365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001816813,"about_ca_topic_score_gemma":0.003501036,"domain_scores_codex":[0.9977574,0.0008480515,0.0001807473,0.0003057271,0.0005516472,0.0003564091],"domain_scores_gemma":[0.9950081,0.002846949,0.000348594,0.0002563888,0.0004222612,0.001117726],"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":[0.0001614223,0.0000665485,0.0006996467,0.00009652896,0.00004368638,0.004913366,0.0004051564,0.00006346452,0.0004130365,0.01626067,0.9570364,0.01984008],"study_design_scores_gemma":[0.0002217339,0.0001318179,0.0008362214,0.0004634722,0.00003935026,0.004535957,0.00098477,0.00025552,0.0002861828,0.03495603,0.9572021,0.00008698864],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0004120039,0.003922996,0.00007142321,0.9773417,0.01634708,0.000003598489,0.00001119851,0.0000113277,0.001878746],"genre_scores_gemma":[0.007857776,0.002332993,0.0001726574,0.944498,0.03904936,0.00001762545,0.00001002402,0.00001650417,0.006045071],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.03107652,"threshold_uncertainty_score":0.01984715,"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."}}