{"id":"W2153742438","doi":"10.1186/s40697-014-0026-5","title":"Canadian Organ Replacement Register (CORR): Reflecting the Past and Embracing the Future","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan; University of Alberta; Ottawa Hospital; University of British Columbia; University of Toronto; University of Calgary; Victoria Hospital; Lawson Health Research Institute; Canadian Institute for Health Information; London Health Sciences Centre; Western University","funders":"Health Canada; Kidney Foundation of Canada; Canadian Blood Services","keywords":"Medicine; Dialysis; Renal replacement therapy; Peritoneal dialysis; Transplantation; Kidney transplantation; Organ transplantation; Population; Kidney disease; Intensive care medicine; Internal medicine; Environmental health","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0003578881,0.00009816699,0.0001592677,0.0001122391,0.0006161096,0.00006679677,0.00005488172,0.0000246371,0.00003121305],"category_scores_gemma":[0.0009794759,0.00005108949,0.00004361228,0.00008989286,0.00004829665,0.00005204232,0.000002718547,0.0001844827,0.00000159626],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001793401,"about_ca_system_score_gemma":0.01496911,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.05842959,"about_ca_topic_score_gemma":0.1673791,"domain_scores_codex":[0.9991488,0.00008811213,0.0002501645,0.0001046565,0.0001148892,0.0002933728],"domain_scores_gemma":[0.9790348,0.00004764046,0.0001423145,0.0001543443,0.00006865949,0.02055219],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003423801,0.00001274805,0.8983816,0.0005874413,0.00009738973,0.000296456,0.002612218,0.000002549822,0.000001854419,0.001030252,0.08590489,0.01073026],"study_design_scores_gemma":[0.004806953,0.0008146705,0.2358939,0.001612013,0.0003788945,0.001608701,0.003168559,0.000108335,0.000002673869,0.000721845,0.7506684,0.0002150255],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.1044195,0.005599141,0.00005859104,0.8872063,0.0005250869,0.0003863117,0.00006616556,0.000004323196,0.001734598],"genre_scores_gemma":[0.8184138,0.0003231331,0.00006966127,0.1802246,0.0004941296,0.00000223412,0.00001605382,0.0000113904,0.0004450132],"genre_candidate":"commentary","genre_consensus":null,"teacher_disagreement_score":0.7139943,"threshold_uncertainty_score":0.9906151,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0184190856166833,"score_gpt":0.2976571792586133,"score_spread":0.27923809364193,"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."}}