{"id":"W4379796970","doi":"10.1097/01.hjh.0000941720.55742.55","title":"REVEAL-CKD: PREVALENCE OF UNDIAGNOSED STAGE 3 CHRONIC KIDNEY DISEASE IN PATIENTS WITH DIAGNOSED HYPERTENSION IN CANADA","year":2023,"lang":"en","type":"article","venue":"Journal of Hypertension","topic":"Blood Pressure and Hypertension Studies","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Kidney disease; Interquartile range; Medical record; Diagnosis code; Population; Internal medicine; Cohort; Renal function; Pediatrics; Stage (stratigraphy)","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":[0.0005814526,0.0002288723,0.0003216695,0.001020375,0.001576182,0.001009367,0.0009777648,0.0004064698,0.001605691],"category_scores_gemma":[0.002017395,0.0002610853,0.0004980578,0.002417585,0.0005270392,0.0003608954,0.0009622886,0.0006119221,0.0001695706],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01140723,"about_ca_system_score_gemma":0.02198874,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9740053,"about_ca_topic_score_gemma":0.9845766,"domain_scores_codex":[0.9990076,0.00006198625,0.00007112075,0.0001803591,0.0004327737,0.0002461666],"domain_scores_gemma":[0.9983476,0.00008946397,0.0004856265,0.00004930014,0.0005699327,0.0004580868],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004749628,0.00002161723,0.9981742,0.00002019362,0.00002490661,0.00003408166,0.0001304039,0.00003344112,0.00007586158,0.00003571965,0.0005329858,0.0008691118],"study_design_scores_gemma":[0.000009399568,0.00001721184,0.9989225,0.00001792062,0.00001894939,0.00006515093,0.0003232581,0.000213486,0.00003597063,0.00001488833,0.0003556613,0.000005656339],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9865496,0.0004275932,0.0001246446,0.0002747388,0.00001163838,0.00009317366,0.01066898,0.00001078681,0.001838902],"genre_scores_gemma":[0.9968316,0.0002157003,0.0001622975,0.0001199316,0.000006641554,0.0000265958,0.002227059,0.000002968967,0.0004072071],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02599472,"threshold_uncertainty_score":0.0827657,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02183046278781144,"score_gpt":0.2317260745983162,"score_spread":0.2098956118105047,"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."}}