{"id":"W4380626064","doi":"10.1093/ndt/gfad063c_5200","title":"#5200 IMPACT OF MINERAL BONE PARAMETERS IN COGNITIVE IMPAIRMENT IN DIALYSIS PATIENTS","year":2023,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Parathyroid Disorders and Treatments","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Montreal Cognitive Assessment; Internal medicine; Hemodialysis; Renal function; Dialysis; Logistic regression; Dementia; Population; Calcification; Kidney disease; Gastroenterology; Disease","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":[0.0004594055,0.0002666637,0.0003787886,0.0007099197,0.0004298509,0.0006524695,0.0002295004,0.0003924986,0.003527069],"category_scores_gemma":[0.001710976,0.0001156579,0.0003861718,0.00079247,0.0001634214,0.0003225343,0.0003404058,0.0005039297,0.0005101828],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002482426,"about_ca_system_score_gemma":0.000251605,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004616202,"about_ca_topic_score_gemma":0.003860914,"domain_scores_codex":[0.9997424,0.00006508376,0.00003788971,0.00004103932,0.00006409917,0.00004938564],"domain_scores_gemma":[0.9990801,0.0001915637,0.0003135718,0.00003348998,0.0001565175,0.0002247488],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001712522,0.00005911911,0.9973218,0.00001224959,0.00004060284,0.00004621111,0.00001873422,0.00002185231,0.00006018064,0.000005344704,0.0001379675,0.002104733],"study_design_scores_gemma":[0.00000843925,0.0001563369,0.9992871,0.000005970165,0.00003092902,0.0001329719,0.00004467984,0.0001346688,0.00003170505,0.00002074121,0.0001438858,0.000002604747],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974834,0.0006387665,0.00005625326,0.0001070826,0.00001703411,0.000007820355,0.0006012834,0.000006185961,0.001082165],"genre_scores_gemma":[0.9993302,0.0001025834,0.00005260588,0.00003360488,0.00001695686,0.000004696305,0.0002448726,9.396085e-7,0.0002135727],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004616202,"threshold_uncertainty_score":0.01179922,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01542207348624648,"score_gpt":0.2975094006719634,"score_spread":0.2820873271857169,"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."}}