{"id":"W2341851996","doi":"10.1093/ndt/gfw062","title":"The effect of frequent hemodialysis on self-reported sleep quality: Frequent Hemodialysis Network Trials","year":2016,"lang":"en","type":"article","venue":"Nephrology Dialysis Transplantation","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodialysis; Sleep quality; Sleep (system call); Intensive care medicine; Internal 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":[0.005887559,0.0008338892,0.003338051,0.0004150858,0.0005209558,0.00116014,0.0008981726,0.002175913,0.003408991],"category_scores_gemma":[0.01000262,0.0004654444,0.003630277,0.0005430841,0.0008217902,0.0008508985,0.0005184433,0.002422821,0.0001994619],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007590403,"about_ca_system_score_gemma":0.0007810106,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001238246,"about_ca_topic_score_gemma":0.001785707,"domain_scores_codex":[0.995356,0.003525652,0.0004758096,0.000322277,0.0001775412,0.000142831],"domain_scores_gemma":[0.9912646,0.005055219,0.002289829,0.0004285683,0.0003777636,0.0005840493],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.9122191,0.003349023,0.005053062,0.01146673,0.02339341,0.0000514965,0.0001033644,0.0005169393,0.0005243698,0.0002671273,0.001192209,0.04186315],"study_design_scores_gemma":[0.930505,0.04388296,0.008608016,0.001159933,0.01277399,0.00009639504,0.00006665167,0.0005166081,0.0002403078,0.000542847,0.001572879,0.00003436672],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8296751,0.1578705,0.00105545,0.002643557,0.001311136,0.00344314,0.001208771,0.00006933793,0.002723027],"genre_scores_gemma":[0.9704954,0.0210883,0.001208863,0.001270563,0.0008270738,0.003886925,0.000487286,0.00001102302,0.0007246148],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005887559,"threshold_uncertainty_score":0.03113675,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02126218406724793,"score_gpt":0.2991165066127867,"score_spread":0.2778543225455387,"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."}}