{"id":"W4415425897","doi":"10.1093/ndt/gfaf116.064","title":"#1658 A patient-level simulation study assessing the clinical, economic, and environmental burden of chronic kidney disease in the Netherlands","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health Systems, Economic Evaluations, Quality of Life","field":"Economics, Econometrics and Finance","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Kidney disease; Dialysis; Population; Renal function; Incidence (geometry); Comorbidity; Disease burden; Health care; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002266137,0.0007749456,0.0009588489,0.000606228,0.0005459782,0.001618389,0.001541114,0.001694122,0.004748229],"category_scores_gemma":[0.009314249,0.0006707279,0.001838529,0.001178224,0.0005578814,0.0009538257,0.00102157,0.001064785,0.0003789121],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004410457,"about_ca_system_score_gemma":0.004094351,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1854117,"about_ca_topic_score_gemma":0.08741813,"domain_scores_codex":[0.9986969,0.0007612374,0.00006643662,0.0001951469,0.00007287872,0.0002074386],"domain_scores_gemma":[0.9936805,0.004587146,0.0004702855,0.0002432139,0.0006271912,0.0003917083],"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":[0.0003346502,0.0006359794,0.04101525,0.0001246938,0.000314144,0.0005475452,0.0001476697,0.9478412,0.0001460603,0.003003015,0.00241416,0.003475522],"study_design_scores_gemma":[0.0003422433,0.0002030707,0.007064856,0.00003589673,0.00006701041,0.00006166997,0.0002722123,0.9891916,0.0001084171,0.00126503,0.001354818,0.00003315984],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800605,0.0002344766,0.007645259,0.0008034984,0.00006788109,0.0002879747,0.005339786,0.00006044682,0.005500115],"genre_scores_gemma":[0.9896978,0.0001565177,0.005284008,0.0001300851,0.00001836639,0.0003925998,0.002788496,0.00002729714,0.001504858],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1854117,"threshold_uncertainty_score":0.368665,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1445580658511828,"score_gpt":0.4197878742012265,"score_spread":0.2752298083500437,"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."}}