{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0006259172,0.00008624899,0.0002080298,0.0003847167,0.00002657566,0.00001240047,0.000135708,0.00004302308,0.0002274072],"category_scores_gemma":[0.004029294,0.00006822201,0.0001393906,0.0007816275,0.00008876785,0.0001493721,0.000083944,0.0000910285,0.000006304071],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002194998,"about_ca_system_score_gemma":0.001274622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001687381,"about_ca_topic_score_gemma":0.00001174574,"domain_scores_codex":[0.9980068,0.00003813107,0.0006014361,0.000234976,0.0009768737,0.0001417807],"domain_scores_gemma":[0.9983603,0.0002635064,0.0003991245,0.0003098029,0.0005165464,0.0001507686],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003083932,0.0004339126,0.6834496,0.0009249917,0.003143114,0.0006341016,0.0004824279,0.0007870139,0.004273986,0.001183045,0.3034869,0.0008925307],"study_design_scores_gemma":[0.0005773717,0.00004287332,0.8502092,0.0001721262,0.0009373161,0.0000508582,0.0001354401,0.001009314,0.001007204,0.0002084858,0.1455566,0.00009324327],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9384347,0.0006539617,0.00001038238,0.01689633,0.0009593412,0.0006676869,0.01323594,0.00005834264,0.02908335],"genre_scores_gemma":[0.9798307,0.0002627474,0.0001843807,0.001034097,0.0001001561,0.00003446886,0.01590824,0.00000895396,0.002636194],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1667596,"threshold_uncertainty_score":0.4823733,"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."}}