{"id":"W1975472093","doi":"10.1038/ki.2009.262","title":"Estimating GFR using serum beta trace protein: accuracy and validation in kidney transplant and pediatric populations","year":2009,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"Western University; University of Ottawa; Children's Hospital of Eastern Ontario; Queen's University","funders":"","keywords":"Renal function; Creatinine; Urology; Medicine; Kidney; Endocrinology; Internal medicine; Glomerular basement membrane; Glomerulonephritis","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":[0.005458544,0.0005696315,0.0007993147,0.0009741872,0.0004500778,0.0009109509,0.0006641767,0.0009977031,0.0005522712],"category_scores_gemma":[0.0264984,0.0003107752,0.000477137,0.0009986693,0.0006938897,0.00137133,0.0007313672,0.001257547,0.0002712622],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005659749,"about_ca_system_score_gemma":0.0008235835,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005043734,"about_ca_topic_score_gemma":0.003645379,"domain_scores_codex":[0.9975743,0.00106401,0.0002619862,0.0004061312,0.0005481292,0.000145554],"domain_scores_gemma":[0.9897943,0.005618137,0.001907053,0.0008286173,0.001529898,0.0003220722],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002872742,0.00007727426,0.9927249,0.00001090223,0.00004224112,0.00008018869,0.000198279,0.0002497026,0.0003179653,0.00004715372,0.00009952766,0.005864605],"study_design_scores_gemma":[0.00006215333,0.0008192692,0.9896534,0.0000270921,0.0001428058,0.001539473,0.0006198504,0.00459078,0.001842116,0.0002109083,0.0004785813,0.00001349097],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9985373,0.0001730487,0.0008563096,0.00004322085,0.00000572986,0.00001025797,0.0001058527,0.00001178828,0.000256553],"genre_scores_gemma":[0.9982643,0.0001865287,0.001180917,0.00003811773,0.000008780356,0.00001686126,0.000222168,0.000009573638,0.00007281646],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005458544,"threshold_uncertainty_score":0.0288679,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04037224146549157,"score_gpt":0.3373461069726328,"score_spread":0.2969738655071412,"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."}}