{"id":"W204093990","doi":"10.1007/978-1-4939-0342-9_29","title":"Post-transplant Proteinuria: Differential Diagnosis and Management","year":2014,"lang":"en","type":"book-chapter","venue":"","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Ottawa Hospital","funders":"","keywords":"Proteinuria; Medicine; Urology; Dialysis; Internal medicine; Population; Glomerulopathy; Renal biopsy; Kidney transplantation; Gastroenterology; Kidney","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0006388175,0.0007435987,0.0007619301,0.001331581,0.0003481741,0.001149759,0.0006538729,0.001249611,0.004783496],"category_scores_gemma":[0.001867679,0.0002819169,0.0003825278,0.0008058213,0.0004849914,0.001556314,0.0009547895,0.002538236,0.002433625],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005607533,"about_ca_system_score_gemma":0.00106365,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001260477,"about_ca_topic_score_gemma":0.003599686,"domain_scores_codex":[0.99977,0.00005915458,0.00003302968,0.00002395908,0.00009360447,0.00002034676],"domain_scores_gemma":[0.9995341,0.0002647427,0.00003601453,0.0000138492,0.00009911201,0.00005223673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003653155,0.0001241121,0.002187921,0.0007788467,0.00002222887,0.005340914,0.0005544291,0.0007518915,0.0007208996,0.02388836,0.4759125,0.4896814],"study_design_scores_gemma":[0.00001743199,0.00004902407,0.004789135,0.002737436,0.00002650839,0.0476489,0.0006420442,0.0008010794,0.0003106923,0.05509335,0.8878316,0.00005281882],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"other","genre_scores_codex":[0.005853325,0.6613365,0.02458463,0.05610787,0.01656892,0.0001860011,0.0007355376,0.0004247887,0.2342024],"genre_scores_gemma":[0.05071162,0.6724833,0.04627304,0.03277914,0.03549241,0.000307394,0.001562843,0.0002863382,0.160104],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.004783496,"threshold_uncertainty_score":0.01600236,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01586038155867078,"score_gpt":0.2486553761679553,"score_spread":0.2327949946092845,"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."}}