{"id":"W3128398310","doi":"10.1016/j.xkme.2020.12.005","title":"Feasibility of Twice-Weekly Hemodialysis: Contingency Planning for COVID-19","year":2021,"lang":"en","type":"article","venue":"Kidney Medicine","topic":"Dialysis and Renal Disease Management","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University","funders":"","keywords":"Medicine; Hemodialysis; Pandemic; Dialysis; Intensive care medicine; Population; Home hemodialysis; Emergency medicine; Internal medicine; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty); Environmental health","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.003449815,0.000349921,0.0005726091,0.0009768207,0.002061035,0.002250415,0.001717943,0.001149934,0.02541107],"category_scores_gemma":[0.01609368,0.0002600364,0.001136883,0.00046923,0.000374546,0.001733474,0.002394626,0.002586889,0.001819685],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002019964,"about_ca_system_score_gemma":0.01132791,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007123398,"about_ca_topic_score_gemma":0.02066803,"domain_scores_codex":[0.9979892,0.0009280513,0.0001730875,0.0001347481,0.0004008486,0.0003741251],"domain_scores_gemma":[0.9912435,0.002722785,0.001216188,0.000283373,0.001142182,0.003392029],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001348429,0.002156727,0.03922966,0.003144862,0.0002807747,0.003464452,0.001666058,0.004173785,0.001405781,0.006091929,0.1992446,0.737793],"study_design_scores_gemma":[0.001454853,0.005157961,0.1994839,0.02694322,0.001031301,0.006844523,0.01629861,0.01864515,0.004299887,0.05428096,0.6648317,0.0007279924],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.2972826,0.05086785,0.06725617,0.3015392,0.007562701,0.009196796,0.004759165,0.003017068,0.2585185],"genre_scores_gemma":[0.8845974,0.01687519,0.06368141,0.01805593,0.002160528,0.002987515,0.002346582,0.0002956587,0.008999822],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02541107,"threshold_uncertainty_score":0.0850085,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0867832329009977,"score_gpt":0.3822347486137073,"score_spread":0.2954515157127096,"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."}}