{"id":"W4389117633","doi":"10.1016/j.ekir.2023.11.022","title":"The Prevalence of CKD in Australian Primary Care: Analysis of a National General Practice Dataset","year":2023,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"Libin Cardiovascular Institute of Alberta; University of Calgary","funders":"Faculty of Medicine and Health, University of Sydney; George Institute for Global Health; University of New South Wales; Australian Commission on Safety and Quality in Health Care; Boehringer Ingelheim; Eli Lilly and Company","keywords":"Medicine; Kidney disease; Cohort; Primary care; Retrospective cohort study; Observational study; Cohort study; Creatinine; Internal medicine; General practice; Renal function; Family medicine","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":[0.005413705,0.000388725,0.001339739,0.002845949,0.0008971248,0.001331456,0.001365323,0.0009660572,0.0009800311],"category_scores_gemma":[0.01635783,0.0007660303,0.001176962,0.007802145,0.0005816399,0.0007998942,0.003175506,0.001065664,0.0004180253],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003099289,"about_ca_system_score_gemma":0.003518548,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.2405269,"about_ca_topic_score_gemma":0.2200214,"domain_scores_codex":[0.994233,0.002192063,0.0009301025,0.0009103693,0.001315991,0.0004184539],"domain_scores_gemma":[0.9893304,0.001647749,0.004112728,0.001359428,0.002570238,0.0009796033],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001252339,0.00008275855,0.9916094,0.0002970565,0.0003722436,0.00007887505,0.0004876396,0.0002898837,0.00008931086,0.00005903217,0.00318946,0.003319124],"study_design_scores_gemma":[0.00001850527,0.00002376099,0.9987079,0.00002751682,0.00003986498,0.00005426479,0.00009698138,0.0004422014,0.00001037293,0.00002498494,0.0005488963,0.000004826145],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9632486,0.0009419682,0.0005041288,0.000719961,0.00002205237,0.0003444794,0.03261798,0.00005890746,0.001542029],"genre_scores_gemma":[0.9561434,0.000784433,0.002320767,0.0006727956,0.00004419106,0.0006362982,0.03897028,0.00001557328,0.0004121327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2405269,"threshold_uncertainty_score":0.4782537,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0185699462323435,"score_gpt":0.3471404541659927,"score_spread":0.3285705079336492,"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."}}