{"id":"W4289755437","doi":"10.1016/j.ekir.2022.07.013","title":"An ISN-DOPPS Survey of the Global Impact of the COVID-19 Pandemic on Peritoneal Dialysis Services","year":2022,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital; University of British Columbia; University of Toronto","funders":"Indian Society of Nephrology; American Society of Nephrology","keywords":"Medicine; Peritoneal dialysis; Pandemic; Preparedness; Nephrology; Dialysis; Coronavirus disease 2019 (COVID-19); Emergency medicine; Medical emergency; Intensive care medicine; Internal medicine; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"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":[0.001021835,0.0001338149,0.0001101755,0.0005185226,0.0002334869,0.000341043,0.0002490731,0.0002529889,0.00140346],"category_scores_gemma":[0.002557392,0.0001419511,0.000188649,0.001236785,0.0002269659,0.0004809732,0.001003066,0.0003114473,0.0001396712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007506,"about_ca_system_score_gemma":0.001065909,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03397252,"about_ca_topic_score_gemma":0.03575013,"domain_scores_codex":[0.9994432,0.000214334,0.00006422511,0.00007814895,0.00009130823,0.0001088083],"domain_scores_gemma":[0.9979043,0.0003088907,0.001042948,0.00008437371,0.0003668384,0.0002926783],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002177216,0.0000157601,0.9952412,0.00004451591,0.00001442371,0.00003729709,0.0004369938,0.0001302843,0.000229271,0.00003103154,0.000820756,0.002976671],"study_design_scores_gemma":[0.000002141421,0.00003273798,0.9981318,0.00002483684,0.000003359929,0.00004556207,0.000942558,0.0001288148,0.00005629422,0.000008934501,0.0006207085,0.000002181994],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9927113,0.000126945,0.0002121906,0.0003618634,0.000005097396,0.00003541842,0.005292472,0.000006337903,0.001248333],"genre_scores_gemma":[0.9971643,0.0001928516,0.0002831655,0.0001416718,0.000006348926,0.00003503882,0.001995025,0.000001762389,0.0001798694],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03397252,"threshold_uncertainty_score":0.06754959,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07050140772187428,"score_gpt":0.4320830967448217,"score_spread":0.3615816890229474,"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."}}