{"id":"W4412476526","doi":"10.29333/ejgm/16622","title":"Risk factors for cognitive impairment in chronic kidney disease: A cross-sectional study","year":2025,"lang":"en","type":"article","venue":"Electronic Journal of General Medicine","topic":"Chronic Kidney Disease and Diabetes","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Cross-sectional study; Cognitive impairment; Kidney disease; Medicine; Cognition; Disease; Internal medicine; Psychiatry; Pathology","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":[0.001166473,0.0002842824,0.0006906425,0.000588512,0.0001237862,0.00001869221,0.0001609984,0.00008015123,0.000272312],"category_scores_gemma":[0.002079401,0.0002022759,0.0002963566,0.0004622997,0.000150876,0.0001163014,0.00003575421,0.0006671064,0.000002297321],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002388961,"about_ca_system_score_gemma":0.008030307,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001425684,"about_ca_topic_score_gemma":0.00005105677,"domain_scores_codex":[0.9972459,0.0001239116,0.0009740962,0.0003318099,0.0005588301,0.0007654357],"domain_scores_gemma":[0.9980357,0.0003467068,0.0003741699,0.0001944459,0.0004100356,0.0006389111],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003618674,0.001129956,0.9880824,0.0001781294,0.0009669501,0.00004786388,0.0002061598,0.00009785535,0.0006091557,0.0003765496,0.004084702,0.0006015886],"study_design_scores_gemma":[0.03146863,0.008632475,0.9525939,0.0006848627,0.001112311,0.00001723446,0.0003730438,0.0005640823,0.0004198152,0.002566172,0.001404117,0.0001634144],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845525,0.01166412,0.0005040042,0.001182914,0.0005321022,0.001300907,0.00006139364,0.00001830848,0.0001837287],"genre_scores_gemma":[0.9961244,0.0005122463,0.00001445077,0.0007266287,0.001298466,0.0000636906,0.0001058486,0.00002492751,0.0011293],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03548858,"threshold_uncertainty_score":0.9975932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01184631396505578,"score_gpt":0.3348547631236019,"score_spread":0.3230084491585461,"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."}}