{"id":"W3081748145","doi":"10.1016/j.eururo.2020.08.030","title":"The Impact of the COVID-19 Pandemic on Genitourinary Cancer Care: Re-envisioning the Future","year":2020,"lang":"en","type":"review","venue":"European Urology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Princess Margaret Cancer Centre; University of Toronto","funders":"Bayer Fund; Janssen Pharmaceuticals; Genentech; AstraZeneca; Blavatnik Family Foundation; National Institute on Handicapped Research; Astellas Pharma US; Sanofi; National Cancer Institute; Prostate Cancer Foundation","keywords":"Medicine; Pandemic; Telemedicine; Triage; Health care; Telehealth; Multidisciplinary approach; Socioeconomic status; Medical emergency; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Family medicine; Disease; Population; Environmental health; Pathology; 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":"codex-gemma-dda1882f352a","candidate_categories":["research_integrity"],"consensus_categories":[],"category_scores_codex":[0.0009971661,0.0005096981,0.001259257,0.00009286025,0.0006383711,0.00002570303,0.001003924,0.0002588465,0.0001526315],"category_scores_gemma":[0.0016519,0.0001896444,0.001041907,0.0004754857,0.0003373885,0.0000165836,0.0004383093,0.002345891,0.0001058385],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007540451,"about_ca_system_score_gemma":0.004205137,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003536254,"about_ca_topic_score_gemma":0.0001592936,"domain_scores_codex":[0.9944789,0.003352214,0.0007226703,0.0005299406,0.0003605682,0.0005557206],"domain_scores_gemma":[0.9952329,0.002160247,0.0007101441,0.001383248,0.00009012394,0.0004233596],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0003323727,0.00002458922,0.001116832,0.004350882,0.0003785561,0.0003482856,0.001624242,0.0000403279,0.000001052391,0.00004780771,0.0363025,0.9554325],"study_design_scores_gemma":[0.0003992714,0.00109362,0.004411881,0.0007165578,0.0007417616,0.000527234,0.0001173943,0.000002724477,4.514036e-8,0.000009016648,0.9918233,0.0001571814],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001371507,0.9592546,0.000002721364,0.03583734,0.00105463,0.00133843,0.0001255059,0.0000687486,0.002180892],"genre_scores_gemma":[0.006090027,0.969299,0.000001867949,0.02037868,0.003821565,0.0000268423,0.00002511805,0.0001240421,0.0002328638],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9555208,"threshold_uncertainty_score":0.9999557,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1398211783527255,"score_gpt":0.4683102474665392,"score_spread":0.3284890691138137,"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."}}