{"id":"W3154836626","doi":"10.1111/dom.14401","title":"Prevalence and progression of chronic kidney disease among patients with type <scp>2</scp> diabetes: Insights from the <scp>DISCOVER</scp> study","year":2021,"lang":"en","type":"article","venue":"Diabetes Obesity and Metabolism","topic":"Diabetes Treatment and Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"AstraZeneca","keywords":"Interquartile range; Kidney disease; Renal function; Medicine; Creatinine; Internal medicine; Type 2 diabetes; Diabetes mellitus; Urology; Stage (stratigraphy); Observational study; Gastroenterology; Endocrinology; Biology","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":[0.001143619,0.0003560772,0.0004821835,0.0008899617,0.0004066231,0.001062856,0.000459618,0.0005515958,0.0007867324],"category_scores_gemma":[0.001953917,0.0003394703,0.0006847878,0.002166376,0.0002695234,0.0006469126,0.0008712503,0.000669089,0.0002021186],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00037296,"about_ca_system_score_gemma":0.0004715255,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01774745,"about_ca_topic_score_gemma":0.02680003,"domain_scores_codex":[0.9992939,0.0001979502,0.00009508974,0.0001526866,0.0001738621,0.0000865371],"domain_scores_gemma":[0.997816,0.0002436866,0.001082433,0.0001831145,0.0002926837,0.0003820724],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005890321,0.00001255876,0.9992884,0.000006530853,0.00005404041,0.00002265725,0.00003254319,0.00001159025,0.00003709049,0.000005424226,0.0001549321,0.0003152932],"study_design_scores_gemma":[0.00001000825,0.00002998495,0.9994892,0.000004817003,0.00003488697,0.00007841908,0.00008541984,0.00006499223,0.0000167562,0.000007878453,0.0001743243,0.000003404469],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.995564,0.0002512727,0.00006767764,0.00005423674,0.000007638229,0.000008889015,0.00361418,0.000003446637,0.000428779],"genre_scores_gemma":[0.9942856,0.0003258446,0.0001305919,0.00006491075,0.0000287758,0.00002311597,0.004889279,0.000004977665,0.0002468048],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01774745,"threshold_uncertainty_score":0.03528833,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005908242942561242,"score_gpt":0.2139518318581588,"score_spread":0.2080435889155976,"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."}}