{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002436084,0.0007445734,0.001182347,0.001339421,0.0002201976,0.0007008146,0.001051223,0.001313843,0.003925895],"category_scores_gemma":[0.002082162,0.0002292519,0.001436158,0.0008939902,0.0003195848,0.0009924698,0.0008011051,0.002167501,0.001348407],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007799924,"about_ca_system_score_gemma":0.003139426,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001176396,"about_ca_topic_score_gemma":0.002452026,"domain_scores_codex":[0.9993299,0.0002442014,0.0001634137,0.0000409712,0.0001831209,0.00003832677],"domain_scores_gemma":[0.9993696,0.0002677999,0.0001517182,0.00002128196,0.0001412446,0.00004830994],"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":[0.0007819278,0.0002443808,0.0001161837,0.07048704,0.0003026288,0.00009751938,0.00005438906,0.0002830852,0.001364903,0.005528647,0.05610103,0.8646383],"study_design_scores_gemma":[0.001185926,0.0005461943,0.002117846,0.0496814,0.001081206,0.0004361958,0.00004911559,0.0001785677,0.0008645782,0.003081682,0.9407429,0.00003438435],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"protocol","genre_scores_codex":[0.001246937,0.9802324,0.001271482,0.004758144,0.001960812,0.001943491,0.0007024021,0.00005481196,0.007829609],"genre_scores_gemma":[0.003566123,0.9793946,0.004258226,0.004642125,0.0004329613,0.002079748,0.001197847,0.00001391546,0.004414523],"genre_candidate":"protocol","genre_consensus":null,"teacher_disagreement_score":0.003925895,"threshold_uncertainty_score":0.01313341,"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."}}