{"id":"W2566951551","doi":"10.1111/hdi.12501","title":"Can twice weekly hemodialysis expand patient access under resource constraints?","year":2016,"lang":"en","type":"review","venue":"Hemodialysis International","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"National Institute of Diabetes and Digestive and Kidney Diseases","keywords":"Medicine; Hemodialysis; Dialysis; Observational study; Dialysis adequacy; Intensive care medicine; Renal replacement therapy; Randomized controlled trial; Internal medicine","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001504427,0.0003603404,0.001285561,0.001377373,0.0001809646,0.001215789,0.0009112995,0.001546683,0.00422898],"category_scores_gemma":[0.003035593,0.0002094331,0.001343937,0.001355956,0.0004398077,0.002206899,0.0006150781,0.001311624,0.0005003111],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005113208,"about_ca_system_score_gemma":0.00137801,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001533475,"about_ca_topic_score_gemma":0.00321164,"domain_scores_codex":[0.9995116,0.0002225513,0.00008340653,0.00004436709,0.00009982559,0.00003819288],"domain_scores_gemma":[0.9989461,0.0007605202,0.000159902,0.00002282935,0.00007341332,0.00003728099],"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":[0.0001662685,0.00007848684,0.0003607114,0.07275926,0.0004927751,0.0002122816,0.0001591713,0.0002991735,0.0003170657,0.004735292,0.01768736,0.9027322],"study_design_scores_gemma":[0.0002902247,0.0002852915,0.004477698,0.07641196,0.001402095,0.003648653,0.0004801785,0.0002500982,0.0003169408,0.007240699,0.9051483,0.00004781892],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001627086,0.9987643,0.00006084867,0.0005681411,0.00008751979,0.000004893183,0.000005951231,0.000002714422,0.0003429847],"genre_scores_gemma":[0.002394183,0.996618,0.0002051948,0.0004437033,0.000177446,0.00001136958,0.00001323889,0.000001306523,0.000135485],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00422898,"threshold_uncertainty_score":0.01414734,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04314963884384229,"score_gpt":0.3388862223005145,"score_spread":0.2957365834566722,"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."}}