{"id":"W2740627130","doi":"10.2337/dc17-0744","title":"When Insulin Therapy Fails: The Impact of SGLT2 Inhibitors in Patients With Type 2 Diabetes","year":2017,"lang":"en","type":"letter","venue":"Diabetes Care","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"St Joseph's Health Care; Centre for Family Medicine; Western University","funders":"","keywords":"Medicine; Diabetes mellitus; Type 2 diabetes; Insulin; Type 1 diabetes; Internal medicine; Intensive care 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":[0.004651614,0.0001535554,0.0004892083,0.0005642285,0.001124423,0.001399352,0.0004397901,0.004573326,0.002376015],"category_scores_gemma":[0.03898039,0.0001225119,0.0004723048,0.0008951136,0.001037418,0.001228213,0.0005302947,0.004603927,0.0009700689],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001829781,"about_ca_system_score_gemma":0.002345226,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002173901,"about_ca_topic_score_gemma":0.003543286,"domain_scores_codex":[0.9945827,0.003198037,0.000965862,0.000225751,0.0007816893,0.0002459907],"domain_scores_gemma":[0.9772919,0.01650118,0.001758781,0.0004044674,0.003205816,0.0008377124],"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":[0.000762604,0.0002319196,0.046198,0.0008827117,0.00008338864,0.01687937,0.001366226,0.0001256662,0.0003570967,0.004627053,0.7728668,0.1556191],"study_design_scores_gemma":[0.0009858781,0.001140728,0.09664284,0.01371913,0.0003559347,0.05801701,0.008871485,0.001616296,0.0008884864,0.03233917,0.7852461,0.0001769825],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0109611,0.006681364,0.000203795,0.9681098,0.005615523,0.00005522459,0.000186324,0.00001530541,0.008171441],"genre_scores_gemma":[0.1434764,0.01808703,0.001327924,0.7881086,0.04534424,0.000213379,0.0002220689,0.00002142876,0.00319899],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.004651614,"threshold_uncertainty_score":0.02460045,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01017144246734198,"score_gpt":0.2393633921361526,"score_spread":0.2291919496688106,"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."}}