{"id":"W3040786045","doi":"10.7326/m20-0529","title":"Conversion of Urine Protein–Creatinine Ratio or Urine Dipstick Protein to Urine Albumin–Creatinine Ratio for Use in Chronic Kidney Disease Screening and Prognosis","year":2020,"lang":"en","type":"review","venue":"Annals of Internal Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":332,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Sunnybrook Hospital; University of Toronto; Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases; Johns Hopkins Bloomberg School of Public Health; Perelman School of Medicine, University of Pennsylvania; Université de Versailles Saint-Quentin-en-Yvelines; Radboud Universitair Medisch Centrum; Universitair Medisch Centrum Groningen; University of Illinois at Urbana-Champaign; Kidney Research UK; Monash University; Radboud Universiteit; University of Pennsylvania; Università degli Studi dell'Insubria; University of Aberdeen; National Institutes of Health; Rijksuniversiteit Groningen; University of Leicester; University of Toronto; U.S. Department of Veterans Affairs; University Hospitals of Leicester NHS Trust; Johns Hopkins University; Institut National de la Santé et de la Recherche Médicale; Université Paris-Sud; Kaiser Permanente; Università degli Studi di Napoli Federico II; George Institute for Global Health; Health Science Center, University of Tennessee; National Institute for Health and Care Research","keywords":"Dipstick; Medicine; Urine; Creatinine; Albumin; Kidney disease; Urology; Proteinuria; Internal medicine; Kidney; Endocrinology","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":[0.03320213,0.001360254,0.002521924,0.004980509,0.0003403148,0.001720393,0.002112231,0.001001607,0.001839404],"category_scores_gemma":[0.06934524,0.0007045104,0.005984683,0.005593035,0.0005685057,0.0007683585,0.0008451975,0.001633271,0.0006891661],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001117754,"about_ca_system_score_gemma":0.00162475,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005382928,"about_ca_topic_score_gemma":0.004508853,"domain_scores_codex":[0.9786553,0.01237479,0.002323677,0.002523159,0.003880859,0.0002421021],"domain_scores_gemma":[0.9580238,0.02142248,0.01110526,0.004287678,0.00481567,0.000345106],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.003490861,0.0003201283,0.7634693,0.003952722,0.02505704,0.000251496,0.0002834079,0.005800683,0.001527738,0.001542267,0.01359814,0.1807063],"study_design_scores_gemma":[0.002013322,0.001963663,0.8963785,0.002922432,0.02163304,0.001637353,0.000193535,0.03247237,0.005471749,0.005729268,0.02926729,0.0003174999],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"review","genre_scores_codex":[0.5280903,0.230216,0.1830566,0.00434302,0.003672701,0.003102878,0.03147937,0.002679992,0.01335914],"genre_scores_gemma":[0.8986107,0.01453782,0.07462881,0.001099257,0.0004109267,0.001460484,0.007535086,0.0002307513,0.001486201],"genre_candidate":"review","genre_consensus":null,"teacher_disagreement_score":0.03320213,"threshold_uncertainty_score":0.1755917,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08790693410573194,"score_gpt":0.3722887791226259,"score_spread":0.284381845016894,"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."}}