{"id":"W2052499033","doi":"10.1111/ctr.12135","title":"Prediction of kidney graft failure using clinical scoring tools","year":2013,"lang":"en","type":"article","venue":"Clinical Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Alberta","funders":"","keywords":"Medicine; Nomogram; Concordance; Receiver operating characteristic; Single Center; Cohort; Kidney transplantation; Transplantation; Surgery; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.003567903,0.0005523491,0.000380809,0.001706846,0.0001507685,0.0007471805,0.0003761325,0.0002790912,0.0008342814],"category_scores_gemma":[0.01147913,0.00008300606,0.0003319659,0.0007262881,0.0003255314,0.0004272494,0.0005224349,0.000520429,0.0002303323],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000275553,"about_ca_system_score_gemma":0.0005237036,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000787463,"about_ca_topic_score_gemma":0.000980019,"domain_scores_codex":[0.9985917,0.0006451909,0.0001746779,0.0001260288,0.0003624858,0.00009997607],"domain_scores_gemma":[0.9917176,0.003498782,0.002519593,0.0003172249,0.001306574,0.0006402798],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001540906,0.00006028257,0.9854164,0.00001562924,0.00005257022,0.00003271648,0.00002493957,0.0006427632,0.0002191861,0.00004381624,0.0002582368,0.01307946],"study_design_scores_gemma":[0.00008375449,0.0008643108,0.9788972,0.00005291491,0.00009329003,0.0007556777,0.0001039097,0.01613341,0.001502291,0.0007302588,0.0007577193,0.00002534105],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937342,0.0005577749,0.0040142,0.0001577233,0.000026546,0.00005555184,0.0002714145,0.00003471267,0.001147859],"genre_scores_gemma":[0.9976791,0.00008695538,0.001870695,0.00002183725,0.00002193404,0.00001848037,0.0002313628,0.000002526412,0.00006733247],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003567903,"threshold_uncertainty_score":0.0188691,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1986607939931996,"score_gpt":0.4110327459556493,"score_spread":0.2123719519624496,"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."}}