{"id":"W4414361910","doi":"10.1007/s13300-025-01796-7","title":"Pillar Risk-Based Treatment for Chronic Kidney Disease in People With Type 2 Diabetes: A Narrative Review","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":"Public Health Ontario; Trillium Health Centre; University of Toronto","funders":"Bayer","keywords":"Kidney disease; Tolerability; Context (archaeology); Disease; Narrative review; Diabetes mellitus; Type 2 diabetes","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.000195086,0.0003811939,0.0007415012,0.0002161421,0.0001045511,0.00002722644,0.00011221,0.00005107844,0.0001403071],"category_scores_gemma":[0.000097948,0.0002559337,0.0002048367,0.0006919744,0.00006222593,0.00007060313,0.0000151523,0.00007906726,0.00001565575],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005510252,"about_ca_system_score_gemma":0.0006203587,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001478899,"about_ca_topic_score_gemma":0.00004788864,"domain_scores_codex":[0.9984168,0.00009131448,0.0002911902,0.0004900271,0.0001747417,0.0005359282],"domain_scores_gemma":[0.9987943,0.0001637607,0.0001224079,0.0005640567,0.0001205489,0.000234984],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0009089641,0.002126632,0.9042327,0.0031805,0.001885943,0.000009192781,0.0003508659,0.00006770148,0.0002909168,0.0001068036,0.0119837,0.07485612],"study_design_scores_gemma":[0.05833858,0.02197357,0.2961237,0.0217212,0.003915065,6.791456e-8,0.0001283068,0.005215933,0.01004745,0.0005722214,0.5806422,0.001321617],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8913262,0.09687887,0.00002609147,0.005223365,0.0001606882,0.005661633,0.00007711408,0.0001258544,0.0005201994],"genre_scores_gemma":[0.9227872,0.0510384,0.0005950214,0.01568539,0.0001247681,0.00563874,0.001285073,0.00009279203,0.002752563],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.6081089,"threshold_uncertainty_score":0.9999893,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01110666952898566,"score_gpt":0.2817078758975569,"score_spread":0.2706012063685713,"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."}}