{"id":"W4380625809","doi":"10.1093/ndt/gfad063c_4271","title":"#4271 THE GROWING BURDEN OF CHRONIC KIDNEY DISEASE IN THE UK: AN IMPACT CKD ANALYSIS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada)","funders":"","keywords":"Medicine; Kidney disease; Albuminuria; Renal function; Renal replacement therapy; Population; Intensive care medicine; Internal medicine; Diabetes mellitus; Acute kidney injury; Environmental health; Endocrinology","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":[0.001376471,0.0004223953,0.0005835356,0.0007979449,0.0003204718,0.0009650569,0.0006824083,0.0008043224,0.006739485],"category_scores_gemma":[0.006300485,0.0004245462,0.001291496,0.001058994,0.0004241016,0.0007057953,0.001128077,0.000670102,0.0004878727],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004261044,"about_ca_system_score_gemma":0.001984223,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1747183,"about_ca_topic_score_gemma":0.09271257,"domain_scores_codex":[0.9991911,0.0004223489,0.00006213438,0.00007026178,0.0001213015,0.0001328782],"domain_scores_gemma":[0.9972965,0.00163977,0.0002598398,0.0001657526,0.0004563433,0.0001818282],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0009778969,0.0002374901,0.1398559,0.0004789272,0.0004409068,0.0009650576,0.0002177021,0.8242423,0.0003775367,0.005011979,0.01012282,0.01707152],"study_design_scores_gemma":[0.0006123409,0.0006617402,0.1365439,0.0002544926,0.0002925518,0.000401887,0.0003898375,0.8518813,0.0002860464,0.0031221,0.005459839,0.00009389943],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9574444,0.0009402029,0.008881955,0.001390535,0.00009745811,0.0005490165,0.01613011,0.0001327992,0.01443351],"genre_scores_gemma":[0.9904571,0.0003541269,0.002854437,0.0001310066,0.00001258099,0.0002109866,0.004088329,0.0000199363,0.001871423],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1747183,"threshold_uncertainty_score":0.3474027,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01469718831948555,"score_gpt":0.2971573732962872,"score_spread":0.2824601849768016,"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."}}