{"id":"W4396777491","doi":"10.1016/j.ekir.2024.04.062","title":"Description and Cross-Sectional Analyses of 25,880 Adults and Children in the UK National Registry of Rare Kidney Diseases Cohort","year":2024,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"Genetic and Kidney Cyst Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Cliniques Universitaires Saint-Luc; Leeds Biomedical Research Centre; Great Ormond Street Institute of Child Health; Medical Research Council; Akershus Universitetssykehus; Faculty of Medical Sciences, Newcastle University; Newcastle upon Tyne Hospitals NHS Foundation Trust; Cambridge University Hospitals; National Institute for Health and Care Research; University of Leeds; University College Cork; Northern Counties Kidney Research Fund; University College London; Imperial College London; Newcastle University; University of Cambridge; Directorate for Biological Sciences; Fakultet Medicinskih Nauka, Univerziteta U Kragujevcu; Kidney Research UK; Sanofi; Alexion Pharmaceuticals; Pfizer","keywords":"Medicine; Cohort; Cross-sectional study; Cohort study; Pediatrics; Family medicine; Internal medicine; Pathology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002198007,0.0001231848,0.0001216222,0.0001117973,0.00003627085,0.00006662379,0.0001198681,0.00008328967,0.00005744777],"category_scores_gemma":[0.001487873,0.00009866506,0.00009108878,0.00009094689,0.0001908868,0.00001527916,0.00007482077,0.00006294268,4.873497e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000172763,"about_ca_system_score_gemma":0.0004037254,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001413442,"about_ca_topic_score_gemma":0.000006443612,"domain_scores_codex":[0.9986393,0.00003696113,0.0004227957,0.0003672659,0.000438254,0.00009544514],"domain_scores_gemma":[0.9992526,0.00002595033,0.0001645949,0.0001714947,0.0002372236,0.0001481571],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007532463,0.00008082773,0.969285,0.00006674007,0.0001940697,0.00002157657,0.00003327596,0.00002174643,0.01944982,0.0001366265,0.01056727,0.00006777509],"study_design_scores_gemma":[0.0002649822,0.00005577803,0.9905265,0.0001113971,0.00004404259,0.0003962599,0.00002302152,0.0001054934,0.005823605,0.0008302123,0.001719443,0.00009927721],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9958097,0.001478528,0.00008063838,0.0002961001,0.0002693064,0.0001766549,0.0006933665,0.000008620284,0.001187051],"genre_scores_gemma":[0.9973579,0.0002706987,0.000115335,0.0003434982,0.0001907355,0.00002972221,0.001430401,0.00001164509,0.0002500853],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02124155,"threshold_uncertainty_score":0.4023444,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01272465760144666,"score_gpt":0.3040826317449818,"score_spread":0.2913579741435351,"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."}}