{"id":"W2950136952","doi":"10.1111/dom.13811","title":"Sodium‐glucose co‐transporter inhibitors, their role in type 1 diabetes treatment and a risk mitigation strategy for preventing diabetic ketoacidosis: The STOP DKA Protocol","year":2019,"lang":"en","type":"review","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":110,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Manitoba Health; Lunenfeld-Tanenbaum Research Institute; Health Sciences Centre; St Joseph's Health Care; University of Toronto; Western University; Sunnybrook Health Science Centre; LMC Diabetes & Endocrinology (Canada)","funders":"Sanofi; AstraZeneca","keywords":"Medicine; Empagliflozin; Diabetic ketoacidosis; Dapagliflozin; Diabetes mellitus; Type 2 diabetes; Type 1 diabetes; Insulin; Canagliflozin; Intensive care medicine; Internal medicine; Endocrinology","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008303476,0.0009013176,0.002552763,0.0003353025,0.0002311543,0.0001750734,0.0001747077,0.0003791354,0.00001988907],"category_scores_gemma":[0.0000533274,0.0005453233,0.0005432427,0.0003345095,0.0001616524,0.0002309195,0.00007737728,0.0003619851,0.00001423429],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000110786,"about_ca_system_score_gemma":0.0001693781,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002981812,"about_ca_topic_score_gemma":0.000025405,"domain_scores_codex":[0.9968748,0.0003493623,0.0008425834,0.0008866929,0.0002267876,0.0008197637],"domain_scores_gemma":[0.998194,0.000375284,0.000555223,0.0005900672,0.0000854615,0.0001999986],"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":[0.000030774,0.0007381808,0.04297508,0.01602542,0.001647495,0.000001788894,0.0003971308,9.275907e-7,0.00002406375,0.00007596365,0.00007598935,0.9380072],"study_design_scores_gemma":[0.005471015,0.0009759724,0.03607715,0.008053672,0.01358198,9.519915e-7,0.000147326,0.0001254458,0.001094337,0.0004353058,0.9331916,0.0008452379],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.2161305,0.7125768,9.274593e-7,0.0000308485,0.000142697,0.07075869,0.0002151268,0.00005659795,0.00008781676],"genre_scores_gemma":[0.01029612,0.9043425,0.0001003563,0.00007102667,0.0003477388,0.08347059,0.0007834717,0.0001145567,0.000473648],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9371619,"threshold_uncertainty_score":0.9996998,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02631536511154119,"score_gpt":0.2924846575457922,"score_spread":0.266169292434251,"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."}}