{"id":"W4229003597","doi":"10.1093/ndt/gfac083.050","title":"MO868: The Impact of Cognitive Impairment in Sleep Disorders in Haemodialysis and Peritoneal Dialysis Patients","year":2022,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Epworth Sleepiness Scale; Medicine; Peritoneal dialysis; Internal medicine; Population; Montreal Cognitive Assessment; Dialysis; Hemodialysis; Restless legs syndrome; Physical therapy; End stage renal disease; Disease; Cognitive impairment; Polysomnography; Psychiatry; Insomnia","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":[0.0004143272,0.0002314433,0.0002608499,0.0004403287,0.0004148538,0.0005763768,0.0001907346,0.0003247038,0.001649655],"category_scores_gemma":[0.001423166,0.0001049355,0.0005356853,0.0005362853,0.0001481037,0.0002471169,0.000336585,0.0005131058,0.000166672],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002047434,"about_ca_system_score_gemma":0.0002580473,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003881725,"about_ca_topic_score_gemma":0.004530212,"domain_scores_codex":[0.9997457,0.00008540983,0.00003440534,0.00003677038,0.00004629603,0.00005144894],"domain_scores_gemma":[0.9991479,0.0001335437,0.0003770358,0.00002477398,0.00007942233,0.0002372499],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002966962,0.00007395212,0.9976463,0.0000147489,0.00008322745,0.00005841063,0.00002746985,0.00002304094,0.00008146806,0.000006403835,0.00006474575,0.001623582],"study_design_scores_gemma":[0.000007390224,0.0001462927,0.9995347,0.000003897566,0.00002856478,0.0000888207,0.0000389675,0.00007475409,0.00001353856,0.000009562748,0.00005209368,0.000001499479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9989125,0.0004559553,0.00002496288,0.00004712721,0.000008832852,0.000003884144,0.0001502533,0.000001367877,0.0003952804],"genre_scores_gemma":[0.9996749,0.00007140545,0.00002519718,0.00002233984,0.00001163545,0.000002201865,0.00008944701,4.140631e-7,0.0001023815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.003881725,"threshold_uncertainty_score":0.007718265,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01084638435200919,"score_gpt":0.2961669005213549,"score_spread":0.2853205161693457,"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."}}