{"id":"W2165976414","doi":"10.1093/ndt/gfr598","title":"Validating a case definition for chronic kidney disease using administrative data","year":2011,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Alberta Innovates; Government of Canada; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Kidney disease; Renal function; Creatinine; Predictive value; Gold standard (test); Urology; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000237322,0.0002029608,0.0003210688,0.000158253,0.0002040853,0.00001743401,0.0001151505,0.0001222661,0.0003579326],"category_scores_gemma":[0.0002048078,0.0002000183,0.0001504158,0.0001854515,0.0001190978,0.0003233671,0.00001821529,0.0001056264,0.00001553837],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001064523,"about_ca_system_score_gemma":0.001067126,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001203573,"about_ca_topic_score_gemma":0.0001138094,"domain_scores_codex":[0.9985059,0.000102413,0.0003778178,0.0005394773,0.0001390638,0.0003352728],"domain_scores_gemma":[0.9985606,0.0001800264,0.0001479206,0.0005320667,0.0001023886,0.0004769646],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.08027835,0.01303056,0.3096306,0.0279432,0.01857823,0.05120062,0.04033328,0.0004656114,0.366481,0.02512478,0.01459898,0.05233479],"study_design_scores_gemma":[0.1162214,0.008873227,0.1400398,0.002855108,0.1895314,0.01340872,0.003035509,0.3948978,0.09380462,0.02446791,0.007299307,0.005565098],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9711665,0.0003237016,0.02355255,0.0002870441,0.0001249927,0.0009351333,0.002891723,0.0001208616,0.0005975177],"genre_scores_gemma":[0.9778377,0.0001206451,0.008304675,0.001550574,0.0003115134,0.0001178895,0.01171746,0.00002994486,0.000009570796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3944322,"threshold_uncertainty_score":0.8156508,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1564339040036513,"score_gpt":0.3478096163533987,"score_spread":0.1913757123497474,"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."}}