{"id":"W4411982531","doi":"10.1093/ndt/gfaf124","title":"Moving beyond race, geographical origin and ethnicity: genomic insights as a path forward in nephrology care","year":2025,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Race, Genetics, and Society","field":"Biochemistry, Genetics and Molecular Biology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; Montreal Clinical Research Institute; Centre Hospitalier de l’Université de Montréal","funders":"","keywords":"Medicine; Race (biology); Ethnic group; Nephrology; Internal medicine; Intensive care medicine; Anthropology","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":[0.005776206,0.0004047451,0.0008594077,0.001749611,0.001617253,0.004035116,0.001044091,0.002728699,0.005452369],"category_scores_gemma":[0.01477669,0.0002995838,0.0007776135,0.002062429,0.002219007,0.006050294,0.002987044,0.006380359,0.0005322197],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00164887,"about_ca_system_score_gemma":0.004768483,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01108282,"about_ca_topic_score_gemma":0.01968648,"domain_scores_codex":[0.9980116,0.001087767,0.0001186279,0.000243916,0.0003111449,0.0002269258],"domain_scores_gemma":[0.9889492,0.005811761,0.001064554,0.0006098723,0.001155248,0.002409438],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"theoretical_or_conceptual","study_design_scores_codex":[0.0005797332,0.0004288055,0.3253254,0.0008058484,0.0007191451,0.00121253,0.006937522,0.001327331,0.003297395,0.06061164,0.1489283,0.4498264],"study_design_scores_gemma":[0.000160487,0.0003458683,0.2750716,0.003733947,0.0009919901,0.002103095,0.02039392,0.00232319,0.001505507,0.3155775,0.3774741,0.0003188437],"study_design_candidate":"theoretical_or_conceptual","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.06003409,0.06545239,0.01178432,0.8466658,0.002865065,0.00003958505,0.002082027,0.0001900168,0.01088667],"genre_scores_gemma":[0.6386062,0.1040774,0.03655235,0.2005601,0.01248044,0.0001658886,0.001714089,0.0002323936,0.005611063],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01108282,"threshold_uncertainty_score":0.03054792,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.004360124220970322,"score_gpt":0.2393125323798551,"score_spread":0.2349524081588847,"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."}}