{"id":"W4417113212","doi":"10.21203/rs.3.rs-8228712/v1","title":"A cross-sectional assessment of key cognitive domains affected in Chronic dialysis patients with associated co-morbidities: A pilot study","year":2025,"lang":"","type":"preprint","venue":"Research Square","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Cognition; Montreal Cognitive Assessment; Dialysis; Diabetes mellitus; Kidney disease; Rehabilitation; Effects of sleep deprivation on cognitive performance; Cognitive Assessment System","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":[0.001667844,0.0008187231,0.0007256196,0.0008498471,0.001307628,0.0009916329,0.0004275882,0.0008580381,0.001652069],"category_scores_gemma":[0.003108338,0.0005032696,0.0007937049,0.0009631512,0.0005808776,0.001047787,0.001068701,0.001100217,0.0005960245],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005525495,"about_ca_system_score_gemma":0.0009440068,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.006481219,"about_ca_topic_score_gemma":0.006876281,"domain_scores_codex":[0.9993831,0.000267897,0.0000683575,0.0001104171,0.00007440727,0.00009574725],"domain_scores_gemma":[0.9973527,0.0005728043,0.0005260927,0.0002506269,0.0004816966,0.0008161356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001683516,0.002867241,0.9901364,0.00003092863,0.0001102663,0.0002798157,0.0008309049,0.00005854291,0.0009891859,0.00002720315,0.0001239596,0.002861934],"study_design_scores_gemma":[0.0001860776,0.005148511,0.9931781,0.000005227178,0.00005566035,0.0002147369,0.0008149602,0.00008929174,0.0001008431,0.00002264467,0.0001746513,0.000009260946],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993819,0.00003783333,0.00006689776,0.00001872711,0.000004261452,0.0001029939,0.0001509164,0.000001993757,0.0002344686],"genre_scores_gemma":[0.9984548,0.00006825272,0.0003666455,0.00007699949,0.00001764893,0.0002269937,0.0004726808,0.000002225977,0.0003136922],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006481219,"threshold_uncertainty_score":0.012887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05828396462488947,"score_gpt":0.441540436781512,"score_spread":0.3832564721566225,"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."}}