{"id":"W2791834590","doi":"10.1111/nep.13236","title":"Effect of extended hours dialysis on sleep quality in a randomized trial","year":2018,"lang":"en","type":"article","venue":"Nephrology","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"University Health Network","funders":"Sydney Medical School; National Health and Medical Research Council; National Heart Foundation of Australia; Baxter International","keywords":"Medicine; Sleep (system call); Dialysis; Bayesian multivariate linear regression; Quality of life (healthcare); Randomized controlled trial; Physical therapy; Sleep onset latency; Sleep quality; Sleep disorder; Kidney disease; Linear regression; Internal medicine; Insomnia; 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":[0.004589629,0.001010935,0.003301462,0.0004288835,0.0005159178,0.001206611,0.000925959,0.002246021,0.007439769],"category_scores_gemma":[0.007042749,0.0005811044,0.003397822,0.0004572059,0.001048001,0.001145872,0.0007966062,0.002348125,0.0004539348],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006804477,"about_ca_system_score_gemma":0.001187687,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001024668,"about_ca_topic_score_gemma":0.001231084,"domain_scores_codex":[0.9960085,0.002786758,0.0003723265,0.0004461178,0.000157392,0.0002288381],"domain_scores_gemma":[0.9955838,0.002352933,0.0009108437,0.0002978049,0.0001919598,0.0006626241],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"randomized_trial","study_design_scores_codex":[0.9845488,0.002504792,0.0006186538,0.001293091,0.002687565,0.00002042852,0.00003211621,0.0002189455,0.0002539638,0.0001017386,0.0002664081,0.007453412],"study_design_scores_gemma":[0.9710976,0.0249446,0.001662476,0.0001367061,0.001235931,0.00001481885,0.00001407018,0.0002768626,0.00008621515,0.0002193556,0.0003021772,0.000009172485],"study_design_candidate":"randomized_trial","study_design_consensus":"randomized_trial","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9639601,0.01891858,0.001681514,0.001854688,0.002161914,0.007410159,0.001186665,0.000192645,0.002633844],"genre_scores_gemma":[0.9801106,0.003520292,0.002281595,0.001286308,0.0009195886,0.009782671,0.0004176701,0.00001595172,0.001665236],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.007439769,"threshold_uncertainty_score":0.02488846,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0121304626715127,"score_gpt":0.3262796294453282,"score_spread":0.3141491667738155,"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."}}