{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504732,0.0004586921,0.0006075514,0.001071683,0.0001963419,0.0007457798,0.0002280772,0.0003720144,0.0005028402],"category_scores_gemma":[0.00314316,0.0001694665,0.0003597414,0.0006357593,0.0002330667,0.0004037595,0.0003753554,0.0006048552,0.0001796879],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003555852,"about_ca_system_score_gemma":0.0004976246,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001358529,"about_ca_topic_score_gemma":0.0021932,"domain_scores_codex":[0.9993136,0.0002493436,0.00006257194,0.0001136512,0.0002119541,0.00004893725],"domain_scores_gemma":[0.9980901,0.0005710123,0.0008631255,0.00005893793,0.0002647426,0.0001521328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002033772,0.00004159764,0.9863949,0.00004465602,0.00005414314,0.0000709311,0.00003537396,0.0001694427,0.002714592,0.0000262343,0.000190192,0.01005456],"study_design_scores_gemma":[0.00001788056,0.0004754393,0.9908087,0.00004709539,0.00008052266,0.000975674,0.00008548409,0.002185733,0.004516228,0.00008118664,0.0007155563,0.00001064449],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9907314,0.004766584,0.00281658,0.0002205374,0.00002572977,0.00003718603,0.0007483223,0.00006035513,0.0005933463],"genre_scores_gemma":[0.9929803,0.001332976,0.005000111,0.00009974218,0.00003082446,0.00003153053,0.0003732573,0.00001012271,0.0001412026],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504732,"threshold_uncertainty_score":0.007957876,"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."}}