{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002186347,0.0002029165,0.0004635582,0.0007122742,0.00009682646,0.0000175798,0.0000962518,0.0002202957,0.00006872675],"category_scores_gemma":[0.00004382048,0.0001878292,0.00009684652,0.000630507,0.000186123,0.0001468335,0.00001318254,0.0002943687,0.00004868792],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002736834,"about_ca_system_score_gemma":0.0000866847,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00038542,"about_ca_topic_score_gemma":0.001936137,"domain_scores_codex":[0.9982606,0.0001666529,0.0003389331,0.0004693572,0.000379045,0.0003854759],"domain_scores_gemma":[0.9993482,0.0001438584,0.00007053916,0.0002558578,0.00006227293,0.0001193097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003824786,0.001245951,0.8609877,0.0006716771,0.000488514,0.0001755058,0.003680245,0.01302822,0.00466118,0.00065009,0.000005596443,0.1105806],"study_design_scores_gemma":[0.01078933,0.001052758,0.9852299,0.00008067054,0.000360436,0.00001340165,0.00003853838,0.0002666318,0.001424272,0.0004262505,0.0001145716,0.0002032151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9969466,0.0001199255,0.0008177721,0.00107525,0.00006452869,0.0005487083,0.00001382657,0.0000392118,0.0003741568],"genre_scores_gemma":[0.9971386,0.001999343,0.00006829856,0.0002179044,0.00005802692,0.0001182441,0.0003609578,0.0000270572,0.0000116351],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1242423,"threshold_uncertainty_score":0.7659452,"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."}}