{"id":"W3080782372","doi":"10.1634/theoncologist.2020-0572","title":"Cancer and Risk of COVID-19 Through a General Community Survey","year":2020,"lang":"en","type":"article","venue":"The Oncologist","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":78,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Engineering and Physical Sciences Research Council; Medical Research Council; Stand Up To Cancer; Stiftelsen för Strategisk Forskning; National Institute for Health and Care Research; Medical Research Council Canada; Massachusetts Consortium on Pathogen Readiness; Wellcome Trust; Alzheimer's Society; King's College London; Seerave Foundation; Crohn's and Colitis Foundation; British Heart Foundation","keywords":"Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cancer; Pandemic; Medicine; Geography; Virology; Pathology; Disease; Internal medicine; Outbreak; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001226229,0.00009380376,0.000325116,0.00001260028,0.0002539007,0.000007360125,0.0001400081,0.00007790971,0.00009352237],"category_scores_gemma":[0.004293486,0.00005726425,0.00004068714,0.0001834961,0.0004149567,0.00002648364,0.0001212024,0.0004965432,0.000004762503],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947309,"about_ca_system_score_gemma":0.001129924,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.3241556,"about_ca_topic_score_gemma":0.0501246,"domain_scores_codex":[0.9985273,0.0008600974,0.00019846,0.000107648,0.000134367,0.0001721579],"domain_scores_gemma":[0.9978554,0.001365834,0.0001444971,0.0002863466,0.00007451237,0.0002734359],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001343444,0.0001272761,0.9534321,0.0004767119,0.0001161534,0.00001545189,0.01172745,0.00007608235,0.000357459,0.0002083128,0.02750107,0.004618494],"study_design_scores_gemma":[0.001602875,0.001076109,0.9505158,0.00001899621,0.0001269801,0.000009179188,0.0006723803,0.0001938753,0.000157884,0.0003369858,0.04521353,0.0000754187],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9228072,0.001061243,0.0001855494,0.07464628,0.00006163326,0.0003334318,0.0002144226,0.00004149433,0.0006487874],"genre_scores_gemma":[0.9573867,0.002979229,0.0001495163,0.03918808,0.000144539,0.00001111062,0.00001809674,0.000008800917,0.0001139813],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.274031,"threshold_uncertainty_score":0.9672081,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3504769215196971,"score_gpt":0.4941242866063164,"score_spread":0.1436473650866193,"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."}}