{"id":"W4411674843","doi":"10.34067/kid.0000000804","title":"Inequities in Pediatric Kidney Transplantation","year":2025,"lang":"en","type":"article","venue":"Kidney360","topic":"Renal Transplantation Outcomes and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney transplantation; Transplantation; Medicine; Intensive care medicine; 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":[0.0000655105,0.0001008001,0.0001828045,0.0003091608,0.00002935421,0.00001176979,0.0000396317,0.00005828268,0.0001052025],"category_scores_gemma":[0.00003853204,0.00008444161,0.00006042488,0.0003641405,0.0000143025,0.00006957744,0.000003748511,0.00009281714,0.00004834257],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004670295,"about_ca_system_score_gemma":0.000214174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00006061888,"about_ca_topic_score_gemma":0.0000152695,"domain_scores_codex":[0.9993187,0.00001891974,0.0002292543,0.0001537374,0.0001269603,0.0001524516],"domain_scores_gemma":[0.9996798,0.00004167124,0.00002526453,0.0001071561,0.00002596849,0.0001201616],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002671618,0.0001753538,0.9916245,0.001480555,0.00004982326,0.0002167885,0.0004212423,0.000007286651,0.0002705907,0.002978233,0.00152874,0.0009797401],"study_design_scores_gemma":[0.006360003,0.00008341582,0.9868156,0.0005197162,0.0003184867,0.00003375619,0.00004746323,0.00005545379,0.002166749,0.0006490701,0.002838068,0.0001122525],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8095536,0.0005922774,0.001668542,0.008596929,0.0007461418,0.0008305325,0.0001225682,0.0001746059,0.1777148],"genre_scores_gemma":[0.9888092,0.001590015,0.0005481622,0.00291285,0.00004764566,0.00003058612,0.0002210294,0.000008291823,0.005832224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1792556,"threshold_uncertainty_score":0.3443429,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01307512121664482,"score_gpt":0.2947982825957683,"score_spread":0.2817231613791235,"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."}}