{"id":"W4223636162","doi":"10.1016/j.kint.2022.02.034","title":"Calculated versus measured albumin-creatinine ratio to predict kidney failure and death in people with chronic kidney disease","year":2022,"lang":"en","type":"article","venue":"Kidney International","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":false,"ca_institutions":"Seven Oaks General Hospital; University of Manitoba; Ottawa Hospital; University of Ottawa; University of Alberta; University of Calgary","funders":"Canadian Institutes of Health Research; Manitoba Centre for Health Policy, University of Manitoba; Cumming School of Medicine, University of Calgary; Alberta Health; Canada Foundation for Innovation; Alberta Innovates - Health Solutions; Alberta Health Services","keywords":"Medicine; Kidney disease; Dipstick; Renal function; Creatinine; Internal medicine; Cohort; Urology; Proteinuria; Receiver operating characteristic; Population; Urine; Kidney","routes":{"ca_aff":true,"ca_fund":true,"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":[0.001652087,0.0005499688,0.0007544596,0.0009023275,0.0002576328,0.001407404,0.0006324623,0.0008004305,0.001102488],"category_scores_gemma":[0.007177306,0.0002519317,0.001187745,0.000734231,0.000396554,0.0008490045,0.0006760184,0.001287554,0.0002685535],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005563102,"about_ca_system_score_gemma":0.0004677353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002855005,"about_ca_topic_score_gemma":0.00409349,"domain_scores_codex":[0.9990028,0.0005036177,0.00009002301,0.0001232006,0.0001733801,0.0001070323],"domain_scores_gemma":[0.9976889,0.001256995,0.0004406142,0.0001089673,0.0002294869,0.0002749447],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002089268,0.0001242644,0.992576,0.00006841504,0.0005234252,0.0000688993,0.00006885903,0.0004689068,0.0001207469,0.0001067186,0.0002558592,0.003528778],"study_design_scores_gemma":[0.0001867636,0.0009774433,0.9871984,0.00008511024,0.0007502498,0.0004803062,0.000447315,0.008196405,0.0004120028,0.0007133122,0.0005175916,0.0000351406],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950552,0.002138441,0.0004588708,0.0001977469,0.0001249477,0.00001510968,0.0004963754,0.00002548294,0.001487844],"genre_scores_gemma":[0.9991699,0.0001750196,0.0001927979,0.00005196657,0.00003578125,0.000007061972,0.000194041,0.000003625926,0.0001698258],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002855005,"threshold_uncertainty_score":0.008737206,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01099536632222887,"score_gpt":0.2554512577453816,"score_spread":0.2444558914231527,"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."}}