{"id":"W2129416854","doi":"10.1093/ndt/gfh247","title":"Centre-specific variation in renal transplant outcomes in Canada","year":2004,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Renal transplant; Variation (astronomy); End stage renal disease; Transplantation; Kidney disease; Internal medicine; Regional variation; Hemodialysis; Demography; Intensive care medicine","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001324825,0.0002323228,0.0004225296,0.001530443,0.001346272,0.001036639,0.0009928457,0.0003057938,0.001495403],"category_scores_gemma":[0.005354152,0.0001559496,0.0006218425,0.004252695,0.0007334449,0.0002088795,0.0009318379,0.0004166446,0.00008308145],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.02079922,"about_ca_system_score_gemma":0.02070077,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.976523,"about_ca_topic_score_gemma":0.983524,"domain_scores_codex":[0.9983208,0.0002358251,0.0001020094,0.0002751648,0.0005954985,0.0004707635],"domain_scores_gemma":[0.9940989,0.000912048,0.001817484,0.0002344838,0.001919859,0.001017205],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008984817,0.00001081598,0.9900951,0.00006102032,0.0001640633,0.0001203764,0.0005734699,0.0009138531,0.0001660564,0.0002088385,0.001102162,0.006494328],"study_design_scores_gemma":[0.000004627661,0.00001047009,0.9982429,0.0000243645,0.00003501906,0.00006300161,0.0003382391,0.0005802061,0.00005002848,0.00007317061,0.00056621,0.00001181456],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927327,0.001367144,0.0005696052,0.0006143769,0.0000195174,0.00003712239,0.002671167,0.0000306396,0.00195774],"genre_scores_gemma":[0.9987527,0.0002508154,0.0001494044,0.00006429155,0.000004282637,0.000005919103,0.0005915271,0.000005412056,0.0001756719],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02347702,"threshold_uncertainty_score":0.1509096,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01148902746492639,"score_gpt":0.2366546253004735,"score_spread":0.2251655978355472,"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."}}