{"id":"W2978992704","doi":"10.1111/hdi.12781","title":"Restless legs syndrome in patients on hemodialysis: Polysomnography findings","year":2019,"lang":"en","type":"article","venue":"Hemodialysis International","topic":"Restless Legs Syndrome Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Medicine; Restless legs syndrome; Polysomnography; Hemodialysis; Dialysis; End stage renal disease; Sleep apnea; Hypopnea; Obstructive sleep apnea; Internal medicine; Body mass index; Apnea; Anesthesia; Physical therapy; Insomnia","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.000534782,0.000304596,0.000664684,0.002338054,0.00005163005,0.00009510584,0.0005238341,0.0002101927,0.002090842],"category_scores_gemma":[0.0002409176,0.0002862392,0.0004417885,0.001168735,0.00008848908,0.0002727051,0.0001587853,0.0005708788,0.002135724],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004865481,"about_ca_system_score_gemma":0.0001174433,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001246527,"about_ca_topic_score_gemma":0.00001545246,"domain_scores_codex":[0.995994,0.0001151411,0.0006428882,0.0007685034,0.001940032,0.0005394226],"domain_scores_gemma":[0.998428,0.0001872953,0.0001288625,0.0007353867,0.0002937111,0.0002267432],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0006161052,0.000895519,0.9939731,0.00004614516,0.0003853743,0.0001351916,0.000115487,0.0002001637,0.0006166295,0.0007098287,0.0006658243,0.001640634],"study_design_scores_gemma":[0.005360921,0.0003674793,0.9896001,0.0002539732,0.00006341925,0.00003142021,0.00004131521,0.001219719,0.001049197,0.0001454392,0.001577956,0.000289123],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9752681,0.00003036816,0.00001691058,0.001371186,0.0005146943,0.0006055414,0.00003102766,0.00006186911,0.02210035],"genre_scores_gemma":[0.9956374,0.00003653036,0.000233763,0.0004033173,0.0000948521,0.00007277416,0.0003101606,0.00005390281,0.003157287],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02036936,"threshold_uncertainty_score":0.999959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0167944840532281,"score_gpt":0.2923851177151945,"score_spread":0.2755906336619664,"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."}}