{"id":"W3134533604","doi":"10.1016/j.ekir.2021.02.017","title":"Panic in the Pandemic: When Should Kidney Transplant Programs Close?","year":2021,"lang":"en","type":"article","venue":"Kidney International Reports","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"Dalhousie University; Nova Scotia Health Authority","funders":"","keywords":"Medicine; Pandemic; Life expectancy; Case fatality rate; Kidney transplantation; Intensive care medicine; Transplantation; Dialysis; Quality of life (healthcare); Emergency medicine; Disease; Internal medicine; Environmental health; Coronavirus disease 2019 (COVID-19); Infectious disease (medical specialty); Population; Nursing","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007855141,0.0001682863,0.0002611566,0.0001157191,0.00005305906,0.00006373514,0.000145874,0.0001423658,0.0006813168],"category_scores_gemma":[0.002976638,0.000119613,0.0001584848,0.0001905083,0.0000420908,0.0001067168,0.00003472485,0.0004635675,0.0000214605],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000258953,"about_ca_system_score_gemma":0.002580193,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006266959,"about_ca_topic_score_gemma":0.0003824925,"domain_scores_codex":[0.9976657,0.00007503076,0.0006314302,0.0004091198,0.000892945,0.0003257758],"domain_scores_gemma":[0.9984643,0.0001194702,0.0001606604,0.0004573673,0.0002468776,0.0005513357],"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":[0.0001775016,0.0006021351,0.9048402,0.0002251446,0.0001566774,0.01647155,0.003380168,0.000001045483,0.002644141,0.001533241,0.05404526,0.01592295],"study_design_scores_gemma":[0.001008785,0.0001376613,0.1316777,0.0008012645,0.00007966198,0.01057753,0.0002047441,0.00009482599,0.0005806506,0.003932626,0.8507248,0.0001797884],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.4778301,0.000568622,0.0003960457,0.4768046,0.003304171,0.001417711,0.0001187961,0.0002362013,0.03932375],"genre_scores_gemma":[0.9324659,0.000267968,0.0003809315,0.06304651,0.0003970797,0.00006663266,0.0008594985,0.00002167921,0.002493843],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7966795,"threshold_uncertainty_score":0.7459941,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0949711678213722,"score_gpt":0.3874479714939136,"score_spread":0.2924768036725414,"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."}}