{"id":"W4412487404","doi":"10.1111/dom.16608","title":"Prevalence of <scp>SGLT2</scp> inhibitor and <scp>GLP1</scp> receptor agonist prescriptions in type 2 diabetes patients with and without chronic kidney disease: Analysis of an Australian primary care dataset","year":2025,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"Faculty of Medicine and Health, University of Sydney; Eli Lilly Australia; George Institute for Global Health; University of Melbourne; Boehringer Ingelheim; Australian Government; Australian Commission on Safety and Quality in Health Care; University of New South Wales; Ian Potter Foundation; David and Elaine Potter Foundation; Eli Lilly and Company","keywords":"Medicine; Renal function; Kidney disease; Internal medicine; Type 2 diabetes; Population; Medical prescription; Diabetes mellitus; Creatinine; Endocrinology; Urology; Gastroenterology; Pharmacology","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":[0.001623558,0.0003467364,0.0008585876,0.00178485,0.0006486573,0.001128434,0.001173834,0.0008688043,0.001274809],"category_scores_gemma":[0.005534894,0.0007259623,0.001439993,0.004094975,0.0004929164,0.0007489306,0.002281658,0.00105093,0.0002476814],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001296238,"about_ca_system_score_gemma":0.001163885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1431434,"about_ca_topic_score_gemma":0.1191427,"domain_scores_codex":[0.9976467,0.0006171288,0.0004369122,0.0005768753,0.0004635313,0.0002586588],"domain_scores_gemma":[0.9943615,0.0007920745,0.003061796,0.0004569551,0.0006774721,0.000650132],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00006342872,0.00002595504,0.9985061,0.00005483475,0.000144101,0.00006021907,0.0002329884,0.00007402786,0.00009203924,0.00001921151,0.0002529688,0.0004741408],"study_design_scores_gemma":[0.000005643041,0.000021819,0.9993569,0.00001135653,0.00002984844,0.00008420203,0.0001314526,0.0002376946,0.00001371616,0.000007413974,0.00009671145,0.000003276899],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9941216,0.000259172,0.00007432912,0.00009677099,0.000004678403,0.00003887681,0.005065517,0.000005138956,0.0003339114],"genre_scores_gemma":[0.995181,0.000232814,0.0001877526,0.0001038106,0.000009214496,0.00007096423,0.004017629,0.00000353269,0.0001932584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1431434,"threshold_uncertainty_score":0.2846205,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006482020705146322,"score_gpt":0.2306823558687402,"score_spread":0.2242003351635939,"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."}}