{"id":"W2126194776","doi":"10.1093/ndt/gfh654","title":"Restless legs syndrome, insomnia and quality of life in patients on maintenance dialysis","year":2005,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":220,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"Medical Research Council; Hungarian Scientific Research Fund","keywords":"Restless legs syndrome; Medicine; Insomnia; Quality of life (healthcare); Dialysis; Kidney disease; Internal medicine; Physical therapy; Odds ratio; Cross-sectional study; Sleep disorder; Sleep (system call); Psychiatry; Pathology","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":[0.0007270895,0.0001993103,0.0008412178,0.0007173623,0.00004812471,0.00001075359,0.000123183,0.0002449374,0.00007910858],"category_scores_gemma":[0.0002260866,0.0001810456,0.0001251645,0.000616516,0.0002278328,0.0001680786,0.00001570886,0.0003258436,0.00003584553],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009943366,"about_ca_system_score_gemma":0.00008942833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005553119,"about_ca_topic_score_gemma":0.001095269,"domain_scores_codex":[0.9973515,0.0004440284,0.0008212856,0.0004647079,0.0005532668,0.0003652006],"domain_scores_gemma":[0.998714,0.0003977398,0.0002088571,0.0003635164,0.0001481387,0.0001677509],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003367616,0.0006905972,0.9861358,0.0003635652,0.000200105,0.00003744569,0.0007097631,0.0003586855,0.003536898,0.0003500079,0.00004341602,0.004206072],"study_design_scores_gemma":[0.006629598,0.0004651136,0.9915302,0.00009082438,0.0001804922,0.00001321322,0.00002486257,0.0001969655,0.0005794317,0.00003391419,0.0001163419,0.0001390923],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974636,0.00009844691,0.0001302874,0.001149819,0.0000302833,0.0004494387,0.00004287894,0.0000276716,0.0006075494],"genre_scores_gemma":[0.997814,0.0009414289,0.0003184774,0.0005370016,0.00003489949,0.00005348566,0.0001999751,0.00002264177,0.00007811455],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005394321,"threshold_uncertainty_score":0.7382826,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02851467213791952,"score_gpt":0.3090093206181813,"score_spread":0.2804946484802617,"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."}}