{"id":"W2800652687","doi":"10.1111/petr.13202","title":"Evolution of renal function and urinary biomarker indicators of inflammation on serial kidney biopsies in pediatric kidney transplant recipients with and without rejection","year":2018,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":19,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta; Children's Hospital Research Institute of Manitoba; University of Manitoba; BC Children's Hospital; Manitoba Health; Children's Hospital of Winnipeg; University of British Columbia","funders":"Natural Sciences and Engineering Research Council of Canada; BC Children's Hospital; Genome Canada; Canadian Institutes of Health Research; U.S. Nuclear Regulatory Commission","keywords":"Medicine; Biopsy; Urinary system; Renal function; Biomarker; Urology; Kidney; Creatinine; Renal biopsy; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186091,0.0002145368,0.0003109557,0.001139514,0.00007172217,0.000009449906,0.00003295045,0.0001535746,0.00001481583],"category_scores_gemma":[0.00002186133,0.0001736783,0.00004297421,0.0007946118,0.000100483,0.0002585986,0.000003188517,0.0001137378,0.000002127047],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005909412,"about_ca_system_score_gemma":0.0001505113,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000122581,"about_ca_topic_score_gemma":0.00003461617,"domain_scores_codex":[0.9984859,0.00008579245,0.000538556,0.0003334962,0.0003787864,0.00017749],"domain_scores_gemma":[0.9992487,0.00005772327,0.0003054673,0.0001156871,0.00009654949,0.0001758284],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01201914,0.0002132254,0.9819452,0.001455416,0.00006064635,0.000009543748,0.001012764,0.00001682326,0.002776151,0.0000925113,0.000004551492,0.0003940226],"study_design_scores_gemma":[0.008030373,0.002592116,0.9831719,0.0004245818,0.001323437,0.0001073348,0.00002484568,0.000162683,0.00394889,0.00005932627,0.000003526212,0.0001509672],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997062,0.00008353144,0.001638223,0.00006920526,0.0001926149,0.0005598653,0.0001451392,0.00003252914,0.0002169306],"genre_scores_gemma":[0.9947581,0.004138828,0.0004352074,0.00001897574,0.00021471,0.00002618003,0.0003701852,0.00002027688,0.00001752487],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004055296,"threshold_uncertainty_score":0.7082395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.009762691909211354,"score_gpt":0.2467465405219146,"score_spread":0.2369838486127032,"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."}}