{"id":"W3209641613","doi":"10.1053/j.ackd.2021.04.003","title":"Nocturnal Hemodialysis: Why Aren't More People Doing It?","year":2021,"lang":"en","type":"review","venue":"Advances in Chronic Kidney Disease","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":false,"ca_institutions":"University Health Network","funders":"Medtronic","keywords":"Medicine; Home hemodialysis; Hemodialysis; Reimbursement; Intensive care medicine; Dialysis; Patient education; Nursing; Health care; Economic growth; Surgery","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0003155873,0.0008863535,0.003316475,0.0006326091,0.0001259611,0.0001243144,0.0004804903,0.0002039837,0.001699019],"category_scores_gemma":[0.0005864283,0.000686896,0.002188279,0.001477693,0.0001428244,0.0003356528,0.0003772364,0.0006815035,0.0001374574],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001631289,"about_ca_system_score_gemma":0.005474417,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001932728,"about_ca_topic_score_gemma":0.00006703589,"domain_scores_codex":[0.9953541,0.0002738018,0.001296903,0.001300248,0.0009552112,0.0008197055],"domain_scores_gemma":[0.9959386,0.0001529234,0.0005283023,0.001323649,0.0001198671,0.001936659],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000543903,0.0005275963,0.0000756162,0.07881935,0.0008693681,0.001785306,0.00006292655,0.0003796959,1.560754e-7,0.0001694379,0.01938671,0.8978695],"study_design_scores_gemma":[0.001260979,0.00003937669,0.00002868081,0.06667441,0.009144966,0.00001591417,0.00007070493,0.0001790629,2.593259e-7,0.00003709854,0.9219052,0.0006433856],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.000002210628,0.9924179,0.0003028062,0.001022197,0.0006651636,0.001175677,0.0003226727,0.00007356441,0.004017754],"genre_scores_gemma":[0.00005599989,0.9903764,0.0002893404,0.002874703,0.001244726,0.0005681113,0.003496736,0.0001212637,0.0009727348],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9025185,"threshold_uncertainty_score":0.9995582,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01799417924581426,"score_gpt":0.3460086488939114,"score_spread":0.3280144696480971,"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."}}