{"id":"W4410108055","doi":"10.1681/asn.0000000752","title":"Rapid and Simultaneous Initiation of Guideline-Directed Kidney Therapies in Patients with CKD and Type 2 Diabetes","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital","funders":"","keywords":"Medicine; Kidney disease; Intensive care medicine; Type 2 diabetes; Diabetes mellitus; Internal medicine; Tolerability; Population; Guideline; Clinical trial; Renal function; Mineralocorticoid receptor; Endocrinology; Adverse effect; Pathology; Aldosterone","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":[0.003027597,0.0002168337,0.000666559,0.001186184,0.0002404209,0.0009661631,0.0004805839,0.0008869742,0.001233945],"category_scores_gemma":[0.01156569,0.0001537968,0.0009463067,0.00138081,0.0002668193,0.001136266,0.0005642236,0.001115662,0.0002691451],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008704346,"about_ca_system_score_gemma":0.003374882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00240893,"about_ca_topic_score_gemma":0.008363127,"domain_scores_codex":[0.9970812,0.001326975,0.0008070578,0.0001635907,0.0005210909,0.0001000936],"domain_scores_gemma":[0.9944395,0.003178904,0.001286806,0.00005977734,0.0008854942,0.0001495308],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.0005509528,0.0001382028,0.01276972,0.0561245,0.0008560818,0.000387572,0.0003390593,0.0004481041,0.0003567791,0.003297199,0.02653023,0.8982016],"study_design_scores_gemma":[0.0004938725,0.001044824,0.06155116,0.1509759,0.00432453,0.005258866,0.0008286804,0.001007164,0.0006656082,0.006797107,0.766964,0.00008828474],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.003734448,0.9823759,0.0006060371,0.008147968,0.00062478,0.00006598051,0.0001949437,0.00001329524,0.004236728],"genre_scores_gemma":[0.03573842,0.9542585,0.002592493,0.005187268,0.001351262,0.0001256868,0.0002477692,0.000006766269,0.0004917906],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003027597,"threshold_uncertainty_score":0.01601171,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.006253779683452077,"score_gpt":0.2429143523064399,"score_spread":0.2366605726229878,"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."}}