{"id":"W2148645968","doi":"10.1053/j.ackd.2009.02.004","title":"Sleep Disorders and Home Dialysis","year":2009,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Calgary; Foothills Medical Centre","funders":"","keywords":"Medicine; Restless legs syndrome; Dialysis; Hemodialysis; Sleep apnea; Insomnia; Population; End stage renal disease; Peritoneal dialysis; Sleep disorder; Sleep (system call); Quality of life (healthcare); Obstructive sleep apnea; Excessive daytime sleepiness; Physical therapy; Home hemodialysis; Intensive care medicine; Internal medicine; Psychiatry","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002640874,0.0006282837,0.002287229,0.0007263082,0.00007587946,0.00004910444,0.0003733302,0.0002379966,0.0003175586],"category_scores_gemma":[0.0008311972,0.0005096846,0.0005612821,0.0009762673,0.0003495961,0.0003554568,0.0001766295,0.0008302095,0.0001337229],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001370732,"about_ca_system_score_gemma":0.003015222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001539241,"about_ca_topic_score_gemma":0.00002505635,"domain_scores_codex":[0.9965393,0.0002240413,0.0007228376,0.001020359,0.0006754218,0.0008180526],"domain_scores_gemma":[0.9966716,0.000246914,0.0002114783,0.001019565,0.00003741232,0.001813097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003726789,0.00014846,0.0003175638,0.0479866,0.000096358,0.0003480288,0.000007903683,0.000008339547,7.583089e-8,0.00008690883,0.0002161997,0.9507463],"study_design_scores_gemma":[0.001251155,0.0001539796,0.0002970964,0.01946819,0.001152932,0.00003312392,0.000003884725,0.0001144975,5.279044e-8,0.0006658603,0.9763708,0.0004884783],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00001211155,0.9959971,0.00002880468,0.0003910454,0.000129184,0.001546223,0.0001393816,0.00007059429,0.001685608],"genre_scores_gemma":[0.0002334782,0.9976982,0.00008855725,0.0001080537,0.0003018879,0.0003936015,0.0005480521,0.0001010834,0.0005270363],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9761546,"threshold_uncertainty_score":0.9997355,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02150939828400643,"score_gpt":0.3807923359308898,"score_spread":0.3592829376468834,"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."}}