{"id":"W4416866843","doi":"10.1681/asn.2025fmnek57b","title":"Prevalence of Cognitive Impairment in Patients with Iron Deficiency Anemia and CKD Introduction","year":2025,"lang":"en","type":"article","venue":"Journal of the American Society of Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Kidney disease; Comorbidity; Anemia; Cognitive impairment; Montreal Cognitive Assessment; Ferritin; Population","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004046988,0.0001762502,0.0003174446,0.001207929,0.0003822359,0.0004900999,0.0002294441,0.0003197445,0.002460973],"category_scores_gemma":[0.001335143,0.0001228189,0.0002683644,0.0009279515,0.0002277912,0.0002911795,0.0003723337,0.000410159,0.0002192632],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002074914,"about_ca_system_score_gemma":0.0003315501,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003570904,"about_ca_topic_score_gemma":0.003894026,"domain_scores_codex":[0.9996685,0.00005355551,0.00004504281,0.00005721712,0.0001044873,0.0000712374],"domain_scores_gemma":[0.9991806,0.000114735,0.0003915114,0.00002338117,0.0001138,0.0001759697],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002804284,0.00002255671,0.9991632,0.000008311074,0.00001472349,0.00006009743,0.00003164092,0.00000910647,0.00004311689,0.000005057148,0.00005492146,0.00055921],"study_design_scores_gemma":[0.00000148558,0.00005177947,0.9992328,0.000004991386,0.000009993054,0.0004736574,0.00009536099,0.00002982823,0.0000136057,0.000008945346,0.0000759747,0.000001451817],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981815,0.0003520251,0.00003848009,0.00005608476,0.000006371478,0.00001021862,0.0003473362,0.000004489013,0.001003573],"genre_scores_gemma":[0.9996032,0.00007332401,0.00003936965,0.0000221229,0.00001037035,0.000005017619,0.0001557361,4.245129e-7,0.00009046297],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003570904,"threshold_uncertainty_score":0.008232832,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.003852322137921713,"score_gpt":0.2393715274354442,"score_spread":0.2355192052975225,"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."}}