{"id":"W4380625552","doi":"10.1093/ndt/gfad063c_3667","title":"#3667 REVEAL-CKD: PREVALENCE OF UNDIAGNOSED STAGE 3 CHRONIC KIDNEY DISEASE IN AUSTRALIA, BRAZIL, CANADA AND SPAIN","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Kidney disease; Medical record; Cohort; Renal function; Internal medicine; Observational study; Pediatrics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006114132,0.0001903068,0.0003684412,0.001400824,0.0007684383,0.0008343422,0.0004919933,0.0002246392,0.001666171],"category_scores_gemma":[0.002204674,0.000234738,0.0004200409,0.002293147,0.000367588,0.0002592697,0.000676251,0.000352312,0.0002135163],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003424936,"about_ca_system_score_gemma":0.007254747,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9033231,"about_ca_topic_score_gemma":0.9101713,"domain_scores_codex":[0.999401,0.00006582343,0.00006779447,0.0001361786,0.0001947806,0.0001344669],"domain_scores_gemma":[0.9982111,0.0001475286,0.0005873921,0.00009662949,0.0006234355,0.0003339616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002349691,0.00001443982,0.9958925,0.00006057421,0.00003573702,0.00009114815,0.0003899087,0.00003060179,0.000121764,0.00008497742,0.0007712937,0.002483447],"study_design_scores_gemma":[0.00000339154,0.000007225162,0.9985242,0.00003764969,0.00001565601,0.0001151594,0.0005888259,0.00007952202,0.00003342131,0.00001428522,0.0005764348,0.000004112081],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9807199,0.0008006634,0.0001517306,0.0002800893,0.000008259838,0.00009153088,0.01283675,0.00002197315,0.005089159],"genre_scores_gemma":[0.9941836,0.0007849962,0.0003814249,0.0001531236,0.00000707731,0.00006115028,0.003368645,0.00000838713,0.001051631],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09667689,"threshold_uncertainty_score":0.1944924,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01183962219991858,"score_gpt":0.2727836850359198,"score_spread":0.2609440628360012,"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."}}