{"id":"W3181897787","doi":"10.1111/dom.14489","title":"Changes in plasma and urine metabolites associated with empagliflozin in patients with type 1 diabetes","year":2021,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ted Rogers Centre for Heart Research; Sinai Health System; Lunenfeld-Tanenbaum Research Institute; University Health Network; University of Toronto; Toronto General Hospital; Diabetes Canada","funders":"","keywords":"Empagliflozin; Metabolite; Type 2 diabetes; Urine; Internal medicine; Endocrinology; Diabetes mellitus; Chemistry; Medicine; Pharmacology","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006981216,0.0003549205,0.0007626725,0.0004111604,0.0002464033,0.000600137,0.0001784116,0.000470078,0.0008249069],"category_scores_gemma":[0.001750547,0.0002027519,0.0003847956,0.0005909303,0.0001575249,0.0003200092,0.0002513684,0.0005009553,0.0001036777],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002707452,"about_ca_system_score_gemma":0.0001476359,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001115872,"about_ca_topic_score_gemma":0.001685257,"domain_scores_codex":[0.999577,0.000129403,0.00004333497,0.0001071419,0.0001044568,0.00003858676],"domain_scores_gemma":[0.9992149,0.0001916286,0.0003881336,0.00003635943,0.00008352152,0.00008552591],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01265764,0.0003848887,0.9521652,0.0001515951,0.0006371065,0.0003230599,0.0001995098,0.0002578133,0.0109825,0.00001603683,0.0001627679,0.02206181],"study_design_scores_gemma":[0.00005566442,0.001016214,0.9969319,0.0000108657,0.0001660139,0.0002506184,0.00008221005,0.0004051396,0.0009081011,0.00002245167,0.0001445261,0.000006273407],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981601,0.001175371,0.0002271022,0.00003349442,0.00001020926,0.00001191493,0.000162405,0.000008871591,0.0002106168],"genre_scores_gemma":[0.9988756,0.0002421172,0.0004790031,0.00005853617,0.00001068154,0.00001376804,0.0001912264,0.000002784865,0.0001261942],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001115872,"threshold_uncertainty_score":0.003692031,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006488083987414294,"score_gpt":0.1940352688528273,"score_spread":0.187547184865413,"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."}}