{"id":"W4382011786","doi":"10.34067/kid.0000000000000202","title":"Survey of Peritoneal Dialysis Patients' Challenges and Experiences during the COVID-19 Pandemic: A Multicenter Study in the United States","year":2023,"lang":"en","type":"article","venue":"Kidney360","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"London Health Sciences Centre; University of Pennsylvania","keywords":"Pandemic; Medicine; Peritoneal dialysis; Dialysis; Feeling; Coronavirus disease 2019 (COVID-19); Family medicine; Health care; Emergency medicine; Medical emergency; Disease; Internal medicine; Psychology; Infectious disease (medical specialty)","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"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":[0.001627755,0.0001640711,0.0003180847,0.0006156625,0.001098205,0.001028037,0.0003945624,0.0005472784,0.001116361],"category_scores_gemma":[0.003743016,0.0002880954,0.0003397723,0.0009016782,0.0006312783,0.001209452,0.001381374,0.0008383312,0.000140741],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007900628,"about_ca_system_score_gemma":0.0009400048,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00859058,"about_ca_topic_score_gemma":0.01394695,"domain_scores_codex":[0.9990712,0.0004233192,0.0001250451,0.00009091528,0.000120127,0.0001693005],"domain_scores_gemma":[0.9973912,0.0004575371,0.001023938,0.00007928979,0.0002595036,0.0007883608],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004306632,0.0001636392,0.9885508,0.00003729504,0.00002888954,0.0001598554,0.008206912,0.00002224367,0.0001946511,0.00003050471,0.000437581,0.002124539],"study_design_scores_gemma":[0.000009297143,0.0003255078,0.9611118,0.00003944928,0.00001369801,0.0003981648,0.03695998,0.000106234,0.0000597634,0.00001870917,0.0009454465,0.00001194682],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993161,0.00006620544,0.0000281371,0.0001617607,0.000002950657,0.00001670808,0.0001236813,0.000001240834,0.0002833449],"genre_scores_gemma":[0.9994259,0.0001060635,0.00006697974,0.0002340033,0.000004354194,0.00002559702,0.00008192969,7.966619e-7,0.00005432509],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00859058,"threshold_uncertainty_score":0.01708114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.168351814359746,"score_gpt":0.4136794644185695,"score_spread":0.2453276500588234,"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."}}