{"id":"W3092076938","doi":"10.1111/petr.13870","title":"Early surveillance biopsy utilization and management of pediatric renal allograft acute T cell–mediated rejection in Canadian centers: Observations from the PROBE multicenter cohort study","year":2020,"lang":"en","type":"article","venue":"Pediatric Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta; The Metabolomics Innovation Centre; University of Manitoba; Manitoba Health; University of British Columbia","funders":"Canadian Institutes of Health Research","keywords":"Medicine; Biopsy; Cohort; Single Center; Internal medicine; Multicenter study; Transplantation; Kidney; Randomized controlled trial","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.001608262,0.0003772703,0.0003850121,0.001205369,0.001334324,0.001023242,0.001239778,0.0004385863,0.001195599],"category_scores_gemma":[0.005498599,0.0003625531,0.0005681924,0.003233585,0.0006185569,0.0005090114,0.0007919204,0.0006911887,0.0001232157],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01511257,"about_ca_system_score_gemma":0.01801056,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9330563,"about_ca_topic_score_gemma":0.9490761,"domain_scores_codex":[0.9982727,0.0001758526,0.00008379835,0.0002802695,0.0005267602,0.0006606877],"domain_scores_gemma":[0.9934176,0.000451374,0.002715406,0.0002790549,0.002009475,0.001127124],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004376075,0.00001277479,0.997853,0.000006512646,0.00001603945,0.00004685932,0.0002554742,0.00005518208,0.00008544062,0.0000317236,0.0002992827,0.001293927],"study_design_scores_gemma":[0.00000407727,0.00001874731,0.9991316,0.000009010793,0.00001039588,0.00008654525,0.000343869,0.0001156992,0.00003597902,0.000004905301,0.0002343267,0.000004828239],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974852,0.0003558639,0.00006392785,0.0001795343,0.000003679335,0.00001735794,0.001222538,0.000006626055,0.0006652992],"genre_scores_gemma":[0.9986815,0.0002691044,0.0001151439,0.00005288924,0.000005373419,0.000007721565,0.0007784847,0.000004607667,0.00008525766],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06694371,"threshold_uncertainty_score":0.1346759,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0324291608306565,"score_gpt":0.2673283378745724,"score_spread":0.2348991770439159,"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."}}