{"id":"W1575032903","doi":"10.1111/ajt.12837","title":"Urinary Metabolomics for Noninvasive Detection of Borderline and Acute T Cell–Mediated Rejection in Children After Kidney Transplantation","year":2014,"lang":"en","type":"article","venue":"American Journal of Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":81,"is_retracted":false,"has_abstract":true,"ca_institutions":"The Metabolomics Innovation Centre; University of Alberta; Manitoba Health; University of Manitoba; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Urinary system; Transplantation; Kidney transplantation; Kidney; Urology; Graft rejection; Internal medicine","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":[0.00127019,0.000516317,0.0006379489,0.0009260565,0.000239891,0.0008605139,0.0001996878,0.0004294571,0.0004174431],"category_scores_gemma":[0.002811233,0.0002141951,0.0004086354,0.0005852562,0.0003122367,0.0004213592,0.00044843,0.0006214755,0.00016189],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003643986,"about_ca_system_score_gemma":0.0004831882,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002204652,"about_ca_topic_score_gemma":0.003397818,"domain_scores_codex":[0.9992562,0.000247115,0.00006107082,0.0001396294,0.0002232336,0.00007269783],"domain_scores_gemma":[0.9988196,0.0003927158,0.0004490401,0.00004311852,0.0001833564,0.0001120934],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003621321,0.00004294136,0.9790702,0.00005592465,0.0000778524,0.0001797229,0.00009468426,0.0003041369,0.009053126,0.00004361485,0.0001588042,0.01055683],"study_design_scores_gemma":[0.00001613904,0.000560297,0.9857506,0.0000367717,0.00009673085,0.00133804,0.0002059015,0.002495808,0.008779507,0.00005568284,0.0006517137,0.00001290005],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9956981,0.002095279,0.001488133,0.00007007641,0.00001216759,0.00001493019,0.0003006131,0.0000289999,0.0002915877],"genre_scores_gemma":[0.9968451,0.0005834987,0.002127211,0.000061517,0.00001574864,0.00001397387,0.0002207425,0.000008590009,0.000123574],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002204652,"threshold_uncertainty_score":0.006717503,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004450933597899865,"score_gpt":0.2440964062037422,"score_spread":0.2396454726058424,"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."}}