{"id":"W4408997841","doi":"10.3390/genes16040408","title":"Genetic Testing in Adults over 50 Years with Chronic Kidney Disease: Diagnostic Yield and Clinical Implications in a Specialized Kidney Genetics Clinic","year":2025,"lang":"en","type":"article","venue":"Genes","topic":"Genomics and Rare Diseases","field":"Biochemistry, Genetics and Molecular Biology","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Victoria Hospital; Population Health Research Institute; London Health Sciences Centre; Western University","funders":"Consortium for Graduate Study in Management","keywords":"Genetic testing; Medicine; Kidney disease; Disease; Population; Cohort; Guideline; Genetic counseling; Bioinformatics; Internal medicine; Pathology; Genetics; Biology","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":[0.002204909,0.0002196399,0.0003001333,0.0009728622,0.0004781812,0.0009248001,0.0003711863,0.0006335597,0.001839705],"category_scores_gemma":[0.01569347,0.0001675149,0.0003362322,0.0009383346,0.0003799974,0.0006782587,0.0009001503,0.0004698061,0.0002554313],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000530204,"about_ca_system_score_gemma":0.0006882856,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00678051,"about_ca_topic_score_gemma":0.01024406,"domain_scores_codex":[0.9979182,0.0007674157,0.0002178735,0.0003952292,0.0004420199,0.0002592404],"domain_scores_gemma":[0.9911641,0.003845497,0.002561421,0.0003510056,0.0009277379,0.001150285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000374928,0.00001769702,0.9962742,0.00001034571,0.00001600541,0.0002454009,0.00008611687,0.00002985865,0.00007387261,0.000022367,0.0002398973,0.002946807],"study_design_scores_gemma":[0.000006338655,0.00006132528,0.9975821,0.00004811462,0.00003056211,0.001238058,0.0003311851,0.0002922851,0.0000473688,0.00007850125,0.0002793173,0.00000476766],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964495,0.001195564,0.0002113031,0.0005811857,0.0000191562,0.00001821883,0.000343371,0.000006373137,0.001175266],"genre_scores_gemma":[0.9989948,0.000318356,0.0002063333,0.00019049,0.00003513905,0.000008579495,0.0002032609,0.000001905537,0.00004122704],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00678051,"threshold_uncertainty_score":0.01348209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0146717588350576,"score_gpt":0.2940750872239806,"score_spread":0.279403328388923,"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."}}