{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008742036,0.0001850443,0.000330518,0.0005200491,0.0003012384,0.0004779276,0.0001947784,0.000300602,0.001087909],"category_scores_gemma":[0.002130418,0.0001833993,0.0003766641,0.0006217723,0.0002285607,0.0003315339,0.0003261325,0.0005135877,0.00008912443],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002096605,"about_ca_system_score_gemma":0.0002411562,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001878805,"about_ca_topic_score_gemma":0.002158265,"domain_scores_codex":[0.9996719,0.0001297791,0.00004231125,0.0000442606,0.00005948649,0.00005222191],"domain_scores_gemma":[0.9983845,0.0003591372,0.0007850025,0.00005469213,0.0001104876,0.0003062258],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00005697416,0.00003760472,0.9992729,0.000009751759,0.0000420928,0.00002737341,0.00003883481,0.00001192707,0.00005171083,0.000003638597,0.00002565579,0.0004216221],"study_design_scores_gemma":[0.000009108159,0.0001261642,0.9995391,0.000004819643,0.00001895373,0.0001232316,0.00005536448,0.0000663001,0.00001101411,0.000006492792,0.00003805414,0.000001425225],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993415,0.0003297492,0.00003941806,0.00003588155,0.000004732826,0.000005976158,0.000110655,0.000001188805,0.0001307635],"genre_scores_gemma":[0.9996978,0.00007802316,0.00005033952,0.00002614207,0.000007991622,0.000006722731,0.0001031915,3.463799e-7,0.00002954109],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001878805,"threshold_uncertainty_score":0.004623294,"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."}}