{"id":"W2170046247","doi":"10.1093/ndt/gfh130","title":"Sleep disorders and illness intrusiveness in patients on chronic dialysis","year":2004,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":122,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; University Health Network","funders":"Cilag; Semmelweis Egyetem; Fresenius Medical Care North America; Medical Research Council; Hungarian Scientific Research Fund; Sanofi","keywords":"Medicine; Restless legs syndrome; Sleep (system call); Insomnia; End stage renal disease; Dialysis; Population; Chronic insomnia; Quality of life (healthcare); Disease; Sleep disorder; Kidney disease; Hemodialysis; Physical therapy; Internal medicine; Pediatrics; Intensive care 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005163225,0.0001713907,0.0002527755,0.0004917917,0.0002908929,0.0003578478,0.0001330413,0.0003001009,0.001096796],"category_scores_gemma":[0.002314901,0.0001256774,0.0002395813,0.0005422625,0.0001916909,0.0002859936,0.0003682016,0.0004487271,0.00007572004],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001655486,"about_ca_system_score_gemma":0.0002285503,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002343607,"about_ca_topic_score_gemma":0.002724852,"domain_scores_codex":[0.9997336,0.0001087467,0.0000426411,0.00002573985,0.00004939062,0.00003992564],"domain_scores_gemma":[0.9984005,0.0003506388,0.0008247202,0.00002893529,0.0001241376,0.0002711142],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005888166,0.00004692772,0.9985123,0.00001832922,0.00002790667,0.00003887259,0.00009613711,0.00001253863,0.00007346015,0.000004323582,0.00003147539,0.001078881],"study_design_scores_gemma":[0.000005377434,0.0001348682,0.999481,0.000007971607,0.00001255463,0.0001326157,0.0001172026,0.0000428474,0.00001235807,0.000006021716,0.00004603783,0.000001180353],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9990804,0.0004987185,0.00002992394,0.00005086837,0.000004043019,0.00000872731,0.000084627,0.000001115801,0.0002415609],"genre_scores_gemma":[0.9996281,0.0001658745,0.00004494432,0.00003106973,0.000006551223,0.000006190512,0.00007431693,2.659348e-7,0.00004263915],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002343607,"threshold_uncertainty_score":0.004659891,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.007417438804152222,"score_gpt":0.2623504992116516,"score_spread":0.2549330604074994,"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."}}