{"id":"W4389080820","doi":"10.1016/j.diabres.2023.111031","title":"Ketone production and excretion even during mild hyperglycemia and the impact of sodium-glucose co-transporter inhibition in type 1 diabetes","year":2023,"lang":"en","type":"article","venue":"Diabetes Research and Clinical Practice","topic":"Diet and metabolism studies","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Toronto; University Health Network; McGill University Health Centre; Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital","funders":"","keywords":"Excretion; Internal medicine; Endocrinology; Medicine; Diabetic ketoacidosis; Ketone bodies; Ketoacidosis; Empagliflozin; Diabetes mellitus; Type 2 diabetes; Urine; Glycosuria; Type 1 diabetes; Metabolism","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":[0.0008753884,0.0005346212,0.001024873,0.0003284825,0.0003334615,0.0009885305,0.0002646049,0.0006256635,0.001097456],"category_scores_gemma":[0.001480284,0.000286537,0.0004958943,0.0005252155,0.0005202563,0.0007086185,0.0003515782,0.001207313,0.0001422767],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000459563,"about_ca_system_score_gemma":0.0005198258,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003285546,"about_ca_topic_score_gemma":0.002983151,"domain_scores_codex":[0.9996774,0.0001354058,0.00002191219,0.00004324321,0.00004943327,0.0000725245],"domain_scores_gemma":[0.9989949,0.0003158328,0.000192533,0.0001185652,0.0000684994,0.0003096555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.549517,0.003896816,0.2063656,0.0005950617,0.001344713,0.001389676,0.0006376309,0.001564952,0.1476611,0.0003901416,0.000792037,0.08584519],"study_design_scores_gemma":[0.0008115474,0.01077671,0.953127,0.00004514635,0.0007139131,0.0006427029,0.0004959442,0.001264187,0.03004934,0.0004773349,0.001542218,0.00005405445],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959274,0.003051433,0.0001511332,0.00008636944,0.00004157213,0.000009630995,0.0001601799,0.000009987001,0.0005622173],"genre_scores_gemma":[0.998355,0.0006430424,0.0001682069,0.0000615835,0.00002910092,0.000006989951,0.000211312,0.00000721207,0.0005174926],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003285546,"threshold_uncertainty_score":0.006532848,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0811856733479825,"score_gpt":0.4510299591923169,"score_spread":0.3698442858443344,"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."}}