{"id":"W2580225045","doi":"10.1097/tp.0000000000001662","title":"Urinary Metabolomics for Noninvasive Detection of Antibody-Mediated Rejection in Children After Kidney Transplantation","year":2017,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; Manitoba Health; The Metabolomics Innovation Centre; University of Manitoba; Children's Hospital of Winnipeg; Children's Hospital Research Institute of Manitoba","funders":"Canadian Institutes of Health Research","keywords":"Urinary system; Kidney transplantation; Medicine; Transplantation; Metabolomics; Kidney; Graft rejection; Antibody; Urology; Immunology; Internal medicine; Bioinformatics; Biology","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":[0.0001600738,0.0002036104,0.0003534095,0.0002812461,0.000144493,0.00002632258,0.00007996331,0.0001578664,0.00001868926],"category_scores_gemma":[0.00003193585,0.0001898525,0.0001670731,0.0001071647,0.00006399656,0.0003986194,0.000002216144,0.0001174178,0.000008434597],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004957773,"about_ca_system_score_gemma":0.00007429927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002967818,"about_ca_topic_score_gemma":0.0001072837,"domain_scores_codex":[0.998764,0.00004174551,0.0004571637,0.0003084211,0.0002170353,0.0002115925],"domain_scores_gemma":[0.9992012,0.00007937372,0.0002627982,0.00024529,0.0001082434,0.0001030355],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01122325,0.000486356,0.7679719,0.002043891,0.0002894042,0.0001403906,0.001497857,0.00005733423,0.2141714,0.00009383998,8.492352e-7,0.002023541],"study_design_scores_gemma":[0.009889117,0.0004569126,0.8385518,0.0006113038,0.0007306989,0.0004892923,0.00002280456,0.0002302677,0.1487855,0.00008062085,0.000005140766,0.0001465151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.971218,0.0000783574,0.02622636,0.000103648,0.0001812308,0.001287597,0.0006677805,0.00003872314,0.0001982741],"genre_scores_gemma":[0.9922706,0.003100141,0.00185771,0.00007623732,0.00005524625,0.0001585683,0.00239784,0.00002979458,0.00005385978],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07057997,"threshold_uncertainty_score":0.7741961,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01327027721938297,"score_gpt":0.295630343890513,"score_spread":0.2823600666711301,"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."}}