{"id":"W4415425554","doi":"10.1093/ndt/gfaf116.047","title":"#148 Impact of targeted screening in high-risk individuals and guideline-directed medical therapy on CKD burden in Europe: projections from IMPACT CKD","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Health Promotion and Cardiovascular Prevention","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"EVERSANA (Canada); University of Manitoba","funders":"","keywords":"Renal replacement therapy; Kidney disease; Renal function; Dialysis; Diabetes mellitus; Population; Hemodialysis; Albuminuria","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":[0.002229163,0.0005420464,0.0006385168,0.0006866821,0.0002201743,0.001499179,0.0009638503,0.001500416,0.00274407],"category_scores_gemma":[0.003369193,0.0003638076,0.002031306,0.001158752,0.0004320524,0.0008671932,0.0009117755,0.0007109607,0.0003381369],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00200809,"about_ca_system_score_gemma":0.001297044,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06905305,"about_ca_topic_score_gemma":0.01999777,"domain_scores_codex":[0.9992098,0.0004159528,0.00003708782,0.0001213313,0.00007038032,0.0001455142],"domain_scores_gemma":[0.9986866,0.0005137423,0.0001841134,0.0001227337,0.0003213541,0.0001715136],"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":[0.0003490188,0.0001182672,0.07213874,0.0000972979,0.0003705555,0.0003110891,0.00005309175,0.9134272,0.0002718408,0.003953293,0.003528956,0.00538053],"study_design_scores_gemma":[0.0004738196,0.0005371241,0.08232677,0.0002298521,0.0003643768,0.0003642334,0.000398525,0.8981872,0.0006317537,0.006492567,0.009883502,0.0001103479],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.958062,0.001029463,0.01095183,0.001537819,0.0001139539,0.0001017547,0.01752044,0.0001285439,0.01055408],"genre_scores_gemma":[0.9886969,0.0003521495,0.003318533,0.000201641,0.00001860041,0.00007518395,0.006297429,0.00001773182,0.001021796],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06905305,"threshold_uncertainty_score":0.1373022,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01464069608549346,"score_gpt":0.3376868168458259,"score_spread":0.3230461207603325,"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."}}