{"id":"W3182788443","doi":"10.1158/1055-9965.epi-21-0266","title":"Characteristics and Outcomes of Over 300,000 Patients with COVID-19 and History of Cancer in the United States and Spain","year":2021,"lang":"en","type":"article","venue":"Cancer Epidemiology Biomarkers & Prevention","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":10,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"National Health and Medical Research Council; Medical Research Council; Janssen Research and Development; National Institutes of Health; Ministry of Trade, Industry and Energy; European Federation of Pharmaceutical Industries and Associations; NIHR Oxford Biomedical Research Centre; Royal College of Surgeons of England; Wellcome Trust; Centre International de Recherche sur le Cancer; Aziz Foundation; World Health Organization; European Commission; Instituto de Salud Carlos III; Bill and Melinda Gates Foundation; Korea Health Industry Development Institute; Generalitat de Catalunya; National Institute for Health and Care Research; U.S. Department of Veterans Affairs; Innovative Medicines Initiative; National Science Foundation","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cancer; Demography; Gerontology; Internal medicine; Virology; Disease; Outbreak; Sociology","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":[0.000686596,0.0002224569,0.0004253229,0.001274729,0.0003277083,0.0008301147,0.0004058793,0.0003338941,0.001085758],"category_scores_gemma":[0.001934423,0.0002090118,0.00053725,0.001844974,0.0002396558,0.0003969684,0.0006375165,0.0004261788,0.000184355],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009803477,"about_ca_system_score_gemma":0.0007420665,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02858117,"about_ca_topic_score_gemma":0.02447045,"domain_scores_codex":[0.9994904,0.00008237608,0.0001063532,0.0001431492,0.0000833444,0.00009430028],"domain_scores_gemma":[0.9978864,0.0002624591,0.001029523,0.0001520388,0.0003156518,0.0003539373],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004470681,0.00001140481,0.9990621,0.000006832077,0.00003013054,0.00003343267,0.0000260119,0.00006262436,0.00002329236,0.000006530719,0.0001981579,0.0004948461],"study_design_scores_gemma":[0.000009290314,0.00003812576,0.9989479,0.000015127,0.00001588638,0.0001369782,0.0002624317,0.0001720905,0.00002028951,0.00001438653,0.0003636245,0.000003820002],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9931854,0.0003976014,0.00006922688,0.00007711115,0.00001344212,0.00001485276,0.005618528,0.000006861427,0.0006169033],"genre_scores_gemma":[0.9934895,0.0002829831,0.00005812938,0.00006493175,0.00001546956,0.00001971224,0.005888517,0.000003571437,0.0001772161],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02858117,"threshold_uncertainty_score":0.05682963,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06766366190423566,"score_gpt":0.4073673269167329,"score_spread":0.3397036650124973,"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."}}