{"id":"W4411992216","doi":"10.1016/j.deman.2025.100273","title":"Sodium-glucose cotransporter 2 Inhibitors and COVID-19 outcomes in type 2 diabetes patients: A population-based cohort study","year":2025,"lang":"en","type":"article","venue":"Diabetes Epidemiology and Management","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo; University of Alberta","funders":"","keywords":"Type 2 diabetes; Coronavirus disease 2019 (COVID-19); Medicine; Cohort; Diabetes mellitus; Internal medicine; Cohort study; Population; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cotransporter; 2019-20 coronavirus outbreak; Endocrinology; Sodium; Virology; Disease; Environmental health; Chemistry; Infectious disease (medical specialty); Outbreak","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001180426,0.0005933458,0.0006241915,0.0009193963,0.001106343,0.00125323,0.001052591,0.0007744111,0.001490566],"category_scores_gemma":[0.00162873,0.0006560267,0.001168243,0.002351157,0.0005752211,0.0005175153,0.0006665845,0.00117466,0.0002515252],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050468,"about_ca_system_score_gemma":0.002273393,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2203543,"about_ca_topic_score_gemma":0.2444661,"domain_scores_codex":[0.9990129,0.0001462501,0.00008039903,0.0003166897,0.000224922,0.0002186882],"domain_scores_gemma":[0.9986869,0.0001071026,0.0004261333,0.0002107954,0.0002426474,0.0003265555],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001577935,0.00004763708,0.9989378,0.00000732913,0.0001601748,0.000052044,0.00005140653,0.00003741667,0.00007985429,0.00001350039,0.0001439265,0.0003109832],"study_design_scores_gemma":[0.00005194516,0.0001377906,0.9987659,0.000009457509,0.0001640739,0.0001316501,0.0001667329,0.0002985841,0.00002449024,0.00002170895,0.0002181001,0.00000959659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.99778,0.0002146659,0.0001381741,0.00005333523,0.00001409574,0.00004237855,0.00142807,0.00000530577,0.0003238923],"genre_scores_gemma":[0.9979066,0.0001437645,0.0001846861,0.00008658582,0.00002155183,0.00003821098,0.001344947,0.000003280967,0.0002705661],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2203543,"threshold_uncertainty_score":0.4381434,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01613114497540229,"score_gpt":0.3019657022246444,"score_spread":0.2858345572492421,"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."}}