{"id":"W4400296212","doi":"10.1016/j.eclinm.2024.102708","title":"Changes in the cardiovascular risk profile in children approaching kidney replacement therapy","year":2024,"lang":"en","type":"article","venue":"EClinicalMedicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European Rare Kidney Disease Reference Network; European Renal Association-European Dialysis and Transplant Association; KfH-Stiftung Präventivmedizin; Bundesministerium für Bildung, Wissenschaft, Forschung und Technologie; Great Ormond Street Hospital for Children; Bundesministerium für Bildung und Forschung; Roche Organ Transplant Research Foundation; European Commission; Kidney Research UK","keywords":"Medicine; Renal replacement therapy; Kidney disease; Dialysis; Dialysis Therapy; Kidney transplantation; Kidney; Intensive care medicine; Artificial kidney; Transplantation; Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.005173061,0.0001912191,0.0005535143,0.0002791455,0.00004151184,0.00003359566,0.0001865914,0.00007870876,0.0002641161],"category_scores_gemma":[0.0005407202,0.00009861759,0.0003308009,0.0006555544,0.00008620189,0.0000335191,0.00006380266,0.000585361,0.00005684977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005577068,"about_ca_system_score_gemma":0.00008011063,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002654511,"about_ca_topic_score_gemma":0.00002360626,"domain_scores_codex":[0.9976048,0.0003832293,0.0005108489,0.000537924,0.0006696818,0.0002935582],"domain_scores_gemma":[0.9988572,0.0001971267,0.00005291996,0.0007238645,0.00001723276,0.0001516495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007534411,0.001949597,0.5716236,0.0005352597,0.003751972,0.0006468521,0.003073724,0.0001454326,0.00003621721,0.0006486215,0.04225684,0.3745784],"study_design_scores_gemma":[0.006909363,0.0009547382,0.8339636,0.00130724,0.0009230249,0.00002901981,0.0005392961,0.003065826,0.00002761039,0.0002421866,0.1518013,0.0002368002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9129546,0.03063268,0.0003355489,0.03573297,0.0006045998,0.004012257,0.00002913691,0.0001507738,0.01554749],"genre_scores_gemma":[0.9844215,0.008070547,0.0001783928,0.005388447,0.001072145,0.00027527,0.0001593042,0.00002839613,0.0004060289],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3743416,"threshold_uncertainty_score":0.4021509,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02701004807306046,"score_gpt":0.3080073138932582,"score_spread":0.2809972658201977,"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."}}