{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch"],"consensus_categories":[],"category_scores_codex":[0.0009089397,0.0000755048,0.0002134205,0.0001385836,0.0005800467,0.00003678363,0.0001104061,0.00002332548,0.0002825401],"category_scores_gemma":[0.009524788,0.00004570152,0.0001172705,0.000253931,0.0002447515,0.00004035923,0.00001986793,0.0003429152,0.000001372128],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002274733,"about_ca_system_score_gemma":0.05554127,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003402297,"about_ca_topic_score_gemma":0.003242991,"domain_scores_codex":[0.9985838,0.0002647042,0.0003604974,0.0001134382,0.0002950467,0.0003825353],"domain_scores_gemma":[0.9789723,0.0001101639,0.0001161861,0.0002204681,0.0001519842,0.02042892],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0006112974,0.0000603101,0.6164697,0.0006798589,0.0001305849,0.001114849,0.005023963,0.00001522557,0.00009353765,0.0004952631,0.3711353,0.004170193],"study_design_scores_gemma":[0.002725527,0.0002256818,0.1257655,0.0002784944,0.000116733,0.0006287483,0.0133542,0.00005876802,0.000007770284,0.0007691325,0.855965,0.0001044536],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6119998,0.006706998,0.00001067766,0.380764,0.00007991872,0.0001449043,0.00004904135,0.000001932155,0.000242753],"genre_scores_gemma":[0.8070394,0.0004337439,0.00001789991,0.1921082,0.0002366831,0.000005316886,0.00001064943,0.000007424995,0.0001407],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4907041,"threshold_uncertainty_score":0.9988184,"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."}}