{"id":"W4417102356","doi":"10.1007/s00467-025-07096-3","title":"Regional variation of underlying kidney diseases in children undergoing chronic kidney replacement therapy around the globe","year":2025,"lang":"en","type":"article","venue":"Pediatric Nephrology","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Institute for Health Information","funders":"European Rare Kidney Disease Reference Network; European Commission","keywords":"Nephrology; Renal replacement therapy; Kidney disease; Kidney; Regional variation; Variation (astronomy)","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":[0.000285326,0.000207537,0.0003820071,0.0003385403,0.0001160052,0.0000173393,0.0001899159,0.0001343751,0.0001994497],"category_scores_gemma":[0.000554288,0.0001596275,0.0001560008,0.0007438148,0.0001174046,0.00008611423,0.00008558574,0.0002113603,0.00001056538],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003739869,"about_ca_system_score_gemma":0.004405487,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002104444,"about_ca_topic_score_gemma":0.00001730608,"domain_scores_codex":[0.9982656,0.0001674692,0.0004913599,0.0004091588,0.0002609587,0.0004055162],"domain_scores_gemma":[0.9985527,0.0004408637,0.0002006169,0.0004893961,0.0000677301,0.0002487328],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006832927,0.0005347774,0.9570169,0.0002549462,0.0003800797,0.000004257409,0.000112672,0.00008186545,0.0005707004,0.003174911,0.03606901,0.001116578],"study_design_scores_gemma":[0.008937514,0.000469728,0.9782821,0.00007635939,0.0006328702,0.00001107505,0.00004999503,0.0006487785,0.00004048734,0.00515538,0.005526676,0.0001690547],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9688767,0.01375194,0.0003799029,0.01493276,0.0002586445,0.001043064,0.00004431211,0.00006661371,0.0006460295],"genre_scores_gemma":[0.9781639,0.00449508,0.00006545753,0.01606306,0.0007420881,0.00008804216,0.0002068192,0.00001799292,0.000157565],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03054234,"threshold_uncertainty_score":0.7815146,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01426351069936169,"score_gpt":0.2785667855236502,"score_spread":0.2643032748242885,"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."}}