{"id":"W2161552346","doi":"10.1186/2047-1440-2-2","title":"Estimating the long term impact of kidney donation on life expectancy and end stage renal disease","year":2013,"lang":"en","type":"article","venue":"Transplantation Research","topic":"Organ Donation and Transplantation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Queen Elizabeth II Health Sciences Centre","funders":"","keywords":"Medicine; End stage renal disease; Population; Life expectancy; Renal function; Proteinuria; Hazard ratio; Nephrectomy; Donation; Kidney disease; Proportional hazards model; Internal medicine; Urology; Disease; Kidney; Confidence interval; Environmental health","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0004350009,0.0001125988,0.0001338948,0.0002872133,0.0001791221,0.00005709458,0.0000749246,0.00004747679,0.001336762],"category_scores_gemma":[0.0002344731,0.00007520099,0.00006126067,0.0002956095,0.0001473405,0.0002125563,0.000004903449,0.0002610989,0.00004349864],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005054365,"about_ca_system_score_gemma":0.0003327704,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001947288,"about_ca_topic_score_gemma":0.00001133288,"domain_scores_codex":[0.9983664,0.0001762839,0.0002722358,0.0002119451,0.0007571094,0.0002160889],"domain_scores_gemma":[0.998724,0.0003450362,0.00006469544,0.0001738906,0.0002733962,0.0004189191],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00449932,0.0007598085,0.8493285,0.003679581,0.0003862983,0.0002129864,0.01417697,0.001063627,0.09842645,0.003550657,0.001083903,0.02283196],"study_design_scores_gemma":[0.001722833,0.0002539911,0.9888852,0.000296308,0.00005127905,0.00001640408,0.00006964353,0.004831251,0.003686518,0.0001086734,0.000003723883,0.00007417377],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9937988,0.00006006089,0.001796713,0.002456644,0.00003349145,0.0008395539,0.0001061096,0.00003247114,0.0008761582],"genre_scores_gemma":[0.9985148,0.0001748419,0.00029076,0.0001698065,0.00007246439,0.00006602956,0.00037324,0.00001760595,0.0003204923],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1395568,"threshold_uncertainty_score":0.9995762,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05155303547135721,"score_gpt":0.389906554820808,"score_spread":0.3383535193494508,"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."}}