{"id":"W3133107019","doi":"10.1177/2054358120986265","title":"Maintaining the Uptake of Peritoneal Dialysis During the COVID-19 Pandemic: A Research Letter","year":2021,"lang":"en","type":"article","venue":"Canadian Journal of Kidney Health and Disease","topic":"Muscle and Compartmental Disorders","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Ottawa Hospital; University of British Columbia","funders":"","keywords":"Peritoneal dialysis; Medicine; Nephrology; Dialysis; Intensive care medicine; Hemodialysis; Pandemic; Continuous ambulatory peritoneal dialysis; Incidence (geometry); Home hemodialysis; Internal medicine; Surgery; Coronavirus disease 2019 (COVID-19); Disease; Infectious disease (medical specialty)","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":[0.006142562,0.0003136661,0.000818024,0.001010317,0.002477662,0.003710063,0.001742032,0.01356556,0.003387851],"category_scores_gemma":[0.04219212,0.0004155336,0.0006467624,0.001769747,0.002904764,0.004389902,0.001174499,0.01023112,0.001577541],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003548457,"about_ca_system_score_gemma":0.01114661,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01856933,"about_ca_topic_score_gemma":0.01798504,"domain_scores_codex":[0.9949516,0.001955864,0.001181575,0.0006709613,0.0006993237,0.0005406541],"domain_scores_gemma":[0.960663,0.01899468,0.0033921,0.0009573305,0.01159047,0.004402544],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.000158545,0.0001147255,0.02950305,0.001274769,0.00005903755,0.004476265,0.002922022,0.0001003029,0.0003051583,0.002526206,0.8911024,0.06745753],"study_design_scores_gemma":[0.0001968276,0.000407916,0.03605098,0.007838611,0.0001760977,0.01899448,0.03065689,0.001074349,0.0005461404,0.00809274,0.8957292,0.0002358127],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.003206133,0.008294137,0.00009794097,0.9763139,0.0111212,0.00001147936,0.00006403859,0.00001168727,0.0008794771],"genre_scores_gemma":[0.07916193,0.04583232,0.0009439522,0.7839859,0.08816762,0.0000739333,0.0001845037,0.00003278212,0.001617002],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.01856933,"threshold_uncertainty_score":0.03692245,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0916871680370697,"score_gpt":0.375762453558346,"score_spread":0.2840752855212764,"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."}}