{"id":"W3171071624","doi":"10.1093/ndt/gfab085.0016","title":"MO553INSIDE ANEMIA OF CKD: MICROSIMULATION MODELLING OF THE FUTURE COST BURDEN OF ANAEMIA OF CKD IN CANADA","year":2021,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Orthopaedic Innovation Centre; AstraZeneca (Canada)","funders":"","keywords":"Medicine; Kidney disease; Cohort; Anemia; Population; Microsimulation; Epidemiology; Dialysis; Disease burden; Intensive care medicine; Internal medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007996987,0.0006185734,0.0005689161,0.0008462745,0.001082531,0.001561514,0.001563036,0.0009089403,0.003596209],"category_scores_gemma":[0.002634282,0.0003712801,0.001069031,0.00130318,0.000886246,0.0003559342,0.0008309365,0.0008130876,0.0001947617],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01986446,"about_ca_system_score_gemma":0.0184506,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9662876,"about_ca_topic_score_gemma":0.9267111,"domain_scores_codex":[0.9996353,0.00007373772,0.000009580472,0.0000586842,0.00005105062,0.0001717192],"domain_scores_gemma":[0.9986992,0.0004121479,0.0001330656,0.00004799489,0.0005215893,0.0001859541],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00007480585,0.00003670796,0.0180454,0.00002457377,0.0000473298,0.0000996405,0.00007051729,0.9709195,0.0001201199,0.006134846,0.002069874,0.002356767],"study_design_scores_gemma":[0.00002894214,0.00002600195,0.007390585,0.00001587925,0.00002941477,0.00002054786,0.0001549157,0.9892565,0.00005788812,0.001280501,0.001720446,0.00001843107],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9490728,0.0005247276,0.01883478,0.002185907,0.00008495482,0.0001938181,0.01042776,0.0001398766,0.01853535],"genre_scores_gemma":[0.9870571,0.0002637034,0.004269608,0.0001347037,0.00001115825,0.00008573328,0.001971546,0.00002229153,0.006184059],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03371245,"threshold_uncertainty_score":0.1441274,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01037696149879493,"score_gpt":0.2252354127123673,"score_spread":0.2148584512135724,"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."}}