{"id":"W2974128977","doi":"10.1097/tp.0000000000002961","title":"Late Graft Loss After Kidney Transplantation: Is “Death With Function” Really Death With a Functioning Allograft?","year":2019,"lang":"en","type":"article","venue":"Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":40,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba","funders":"","keywords":"Medicine; Transplantation; Kidney transplantation; Kidney; 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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0001159284,0.0004781493,0.0004780958,0.0002638106,0.0001618033,0.00007849113,0.0000809574,0.00016593,0.001089157],"category_scores_gemma":[0.000001299369,0.0003377635,0.0001604336,0.0003943054,0.00005677462,0.0005294826,0.000002333604,0.0002767186,0.0002994605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007569124,"about_ca_system_score_gemma":0.0001987027,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002017937,"about_ca_topic_score_gemma":0.00012001,"domain_scores_codex":[0.9976324,0.00005850214,0.000449256,0.000680319,0.0007194403,0.0004600403],"domain_scores_gemma":[0.9988812,0.00007335017,0.0001522721,0.0003490191,0.0002016285,0.0003425385],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.02882392,0.0002673482,0.9610842,0.002146681,0.001109125,0.001455378,0.002667632,0.0004762003,0.001063164,0.0004930259,0.00002124629,0.0003920857],"study_design_scores_gemma":[0.01956275,0.002758449,0.9653161,0.002294429,0.003580494,0.002279938,0.00009132442,0.0001594136,0.002458846,0.00009290568,0.0008242842,0.0005810657],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9601322,0.00009398371,0.02868682,0.00080092,0.0002077328,0.001319059,0.0003104863,0.0002729343,0.008175906],"genre_scores_gemma":[0.9861214,0.0009666288,0.003713538,0.002273463,0.00008570189,0.0001815165,0.002137449,0.00008671478,0.00443364],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02598919,"threshold_uncertainty_score":0.9999074,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01056883045573458,"score_gpt":0.240590167652064,"score_spread":0.2300213371963294,"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."}}