{"id":"W4412484755","doi":"10.1681/asn.0000000803","title":"Genetic Variation and Ultrafiltration with Peritoneal Dialysis","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University; University of Toronto; St. Michael's Hospital","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Heritability; Genome-wide association study; Peritoneal dialysis; Genetic association; Single-nucleotide polymorphism; Biology; False discovery rate; Genetic variation; Ultrafiltration (renal); Genetics; Medicine; Internal medicine; Gene; Genotype","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":[0.0009527493,0.0003783718,0.0002413147,0.0004126211,0.00027927,0.0004718479,0.0004272806,0.0003512857,0.001941291],"category_scores_gemma":[0.004204968,0.0001459014,0.0005733808,0.001095099,0.0005600828,0.0002566029,0.0004821414,0.0005543953,0.0001097995],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003272431,"about_ca_system_score_gemma":0.0002523404,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004782389,"about_ca_topic_score_gemma":0.001761219,"domain_scores_codex":[0.998596,0.000544116,0.00009406597,0.0004748741,0.0002014113,0.00008953805],"domain_scores_gemma":[0.9972608,0.001092192,0.00113956,0.0002568411,0.0001180359,0.0001325002],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001274758,0.00002012676,0.9912316,0.00003741516,0.0006402917,0.0001799159,0.0001203646,0.0008396806,0.001166993,0.0004814209,0.0001946949,0.004959782],"study_design_scores_gemma":[0.000006803778,0.00004466968,0.99747,0.00001399685,0.0001038537,0.0003830057,0.00003923142,0.0007606649,0.0002301687,0.0005645683,0.0003761415,0.000006904183],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9917983,0.0025253,0.003334884,0.0003921661,0.00002634535,0.00001810458,0.0009560756,0.00003306411,0.000915694],"genre_scores_gemma":[0.9990042,0.0002086444,0.0004802725,0.00001550637,0.00001104632,0.000005154591,0.0001675447,0.000003587906,0.0001039117],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004782389,"threshold_uncertainty_score":0.009509087,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.005925736638427862,"score_gpt":0.2453260758357325,"score_spread":0.2394003391973047,"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."}}