{"id":"W2055946324","doi":"10.1038/sj.ki.5002367","title":"Patient and allograft survival of Indo Asian and East Asian dialysis patients treated in Canada","year":2007,"lang":"en","type":"article","venue":"Kidney International","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":false,"ca_institutions":"St. Paul's Hospital; Institute of Health Economics; University of Calgary; University of Alberta","funders":"","keywords":"Medicine; Dialysis; Transplantation; Renal replacement therapy; Population; Kidney transplantation; Confounding; Internal medicine; Nephrology; Demography; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0000499482,0.00009201861,0.0001776101,0.0001511414,0.00001484635,0.000006200587,0.00002916586,0.00002949793,0.00007278828],"category_scores_gemma":[0.00004657589,0.00007625471,0.00002696645,0.00009268858,0.00002522701,0.00004354789,0.00001234765,0.00005531765,6.606949e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001426262,"about_ca_system_score_gemma":0.0001180208,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.1639929,"about_ca_topic_score_gemma":0.3248786,"domain_scores_codex":[0.9991691,0.00001487794,0.0002699443,0.0001395118,0.0002948014,0.0001118381],"domain_scores_gemma":[0.9995797,0.00002395919,0.00007461732,0.00005593456,0.00007531042,0.0001905063],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001713098,0.0001234533,0.9883681,0.00002257727,0.0001836483,0.00005832123,0.0003772247,5.214455e-7,0.00005561566,0.00005752723,0.00003389881,0.01054783],"study_design_scores_gemma":[0.003034721,0.00008588528,0.9955324,0.0001073946,0.0000474308,0.000009228066,0.0002086314,0.00002859951,0.0003193624,0.000009811743,0.0005586543,0.00005787837],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9920959,0.00001254775,0.00001926801,0.00101945,0.0001574473,0.000141924,0.0002010069,0.00000417822,0.006348238],"genre_scores_gemma":[0.9990503,0.00002033894,0.0001963269,0.0002216281,0.00001395474,0.000003605245,0.0004103698,0.000006693353,0.00007682188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1608857,"threshold_uncertainty_score":0.8415741,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008147878246040855,"score_gpt":0.2393068950079476,"score_spread":0.2311590167619068,"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."}}