{"id":"W2913194142","doi":"10.1111/petr.13364","title":"Non‐invasive differentiation of non‐rejection kidney injury from acute rejection in pediatric renal transplant recipients","year":2019,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; University of British Columbia; University of Alberta; The Metabolomics Innovation Centre; University of Manitoba; Children's Hospital Research Institute of Manitoba; Queen's University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research; BC Children's Hospital","keywords":"Medicine; Kidney transplantation; Internal medicine; Urine; Kidney; Transplantation; Metabolite; Gastroenterology; Urology","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":[0.001420531,0.0004101263,0.0005536307,0.0006461891,0.0001637892,0.0007439031,0.0002134721,0.0002861267,0.0003854315],"category_scores_gemma":[0.00257035,0.0001602621,0.0004370896,0.000467216,0.000243521,0.0003837598,0.00047469,0.0006091583,0.0001219432],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002423049,"about_ca_system_score_gemma":0.0003431483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009510906,"about_ca_topic_score_gemma":0.002011716,"domain_scores_codex":[0.9993187,0.0002657659,0.00006123982,0.0001229542,0.0001688931,0.0000623587],"domain_scores_gemma":[0.9983594,0.0004399022,0.000752334,0.00008510492,0.0002144225,0.0001488422],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001051884,0.0001304736,0.9681016,0.0000728887,0.000163934,0.0001184901,0.00008826263,0.00080685,0.009465479,0.00005969295,0.0001540874,0.01978637],"study_design_scores_gemma":[0.00002188861,0.000726015,0.9827768,0.00002547572,0.0001086941,0.0008264514,0.0001610628,0.007654861,0.007151104,0.0001279231,0.0004048373,0.00001481169],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971927,0.0006496481,0.001733532,0.00003028138,0.00000595722,0.00001308298,0.0001493415,0.00002003295,0.0002055774],"genre_scores_gemma":[0.9969471,0.0003271021,0.00225734,0.00003749273,0.00001031446,0.00001377447,0.0002949698,0.000006019168,0.0001058431],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001420531,"threshold_uncertainty_score":0.007512569,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00832714782972814,"score_gpt":0.2541192380807455,"score_spread":0.2457920902510174,"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."}}