{"id":"W4411043752","doi":"10.1007/s13300-025-01750-7","title":"Outcomes in New User Cohorts of SGLT2 Inhibitors or GLP-1 Receptor Agonists with Type 2 Diabetes and Chronic Kidney Disease","year":2025,"lang":"en","type":"article","venue":"Diabetes Therapy","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Bayer","keywords":"Medicine; Kidney disease; Internal medicine; Renal function; Type 2 diabetes; Diabetes mellitus; Incidence (geometry); Heart failure; 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":[0.002603672,0.0003627935,0.0007145638,0.001355863,0.0005971489,0.001307822,0.0007314943,0.000464646,0.001008216],"category_scores_gemma":[0.00515725,0.0005773074,0.001406574,0.002206371,0.00026114,0.0008665316,0.001460424,0.0009407552,0.0002675974],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006033281,"about_ca_system_score_gemma":0.0007659445,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01772968,"about_ca_topic_score_gemma":0.01711996,"domain_scores_codex":[0.9974989,0.0004961591,0.0004490579,0.0008815413,0.0004096892,0.0002646768],"domain_scores_gemma":[0.9959636,0.0004296401,0.002063872,0.0006937069,0.0004562617,0.0003928955],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002902792,0.00002766108,0.9981967,0.00002013317,0.0002633097,0.00004140186,0.0000941301,0.00006545421,0.00006688516,0.00002816179,0.000233486,0.0006725302],"study_design_scores_gemma":[0.00003816084,0.0001051756,0.9981504,0.00001715197,0.0001545514,0.00022453,0.000159659,0.0002700893,0.0000671799,0.00003891435,0.0007641127,0.000009987191],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899662,0.000528008,0.0002793692,0.00004069218,0.00001773192,0.00005055181,0.008567968,0.00000801074,0.0005415698],"genre_scores_gemma":[0.982015,0.0003222028,0.0004311626,0.000100176,0.00002981496,0.0001304656,0.01644488,0.000009218944,0.0005170672],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01772968,"threshold_uncertainty_score":0.03525293,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008517939849199086,"score_gpt":0.2554512744432463,"score_spread":0.2469333345940472,"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."}}