{"id":"W2146583956","doi":"10.1093/ndt/gfs089","title":"Time trend in access to the waiting list and renal transplantation: a comparison of four European countries","year":2012,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":36,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Calgary","funders":"European Renal Association-European Dialysis and Transplant Association","keywords":"Medicine; Transplantation; Waiting list; Kidney transplantation; End stage renal disease; Intensive care medicine; Disease; 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":[],"consensus_categories":[],"category_scores_codex":[0.0003971646,0.0001789907,0.0004202479,0.0002724963,0.000104301,0.00002641848,0.0001010977,0.00007341139,0.00009888697],"category_scores_gemma":[0.000007457065,0.0001303087,0.00008621409,0.0003377413,0.0001034817,0.0002569122,0.000006241517,0.0001318694,0.00002770653],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00002265216,"about_ca_system_score_gemma":0.00001906327,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007360199,"about_ca_topic_score_gemma":0.0009187097,"domain_scores_codex":[0.9984869,0.0002565623,0.0005295895,0.0002136432,0.0002377695,0.0002754911],"domain_scores_gemma":[0.9992511,0.0003161666,0.0001398646,0.0001389888,0.00003957867,0.0001142906],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002414516,0.0002733101,0.9573614,0.000515824,0.0003828614,0.00009776938,0.02316786,0.000683229,0.01090848,0.0002215033,0.0000836879,0.003889543],"study_design_scores_gemma":[0.003698668,0.0002150895,0.9868035,0.0002222427,0.001463787,0.0002361944,0.0001487386,0.0006734783,0.005775893,0.0000106104,0.0006011887,0.0001505548],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9954104,0.0001645251,0.001038309,0.00171394,0.00005033673,0.0003908454,0.0001083883,0.00002939163,0.001093805],"genre_scores_gemma":[0.9975529,0.0005320334,0.0004269035,0.0008091923,0.0001043378,0.00003031756,0.0004771625,0.00001821609,0.00004894773],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02944214,"threshold_uncertainty_score":0.5313836,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03486872907490174,"score_gpt":0.3174741979689128,"score_spread":0.2826054688940111,"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."}}