{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005220205,0.0001568021,0.0002218894,0.0008137372,0.0004298269,0.000555558,0.0002934338,0.0004412014,0.002199645],"category_scores_gemma":[0.002615309,0.0002563425,0.0004551337,0.001556573,0.0001832774,0.0005283388,0.0005967364,0.0005871992,0.0003335076],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005133058,"about_ca_system_score_gemma":0.0004783852,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0504388,"about_ca_topic_score_gemma":0.05695203,"domain_scores_codex":[0.9994069,0.0001451982,0.00006279886,0.0001499754,0.0001205273,0.0001145528],"domain_scores_gemma":[0.9985934,0.000120629,0.0006981853,0.00007964593,0.0002055227,0.0003026891],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000417318,0.00003105932,0.9978333,0.00002419999,0.00005796308,0.00001956025,0.0000608289,0.00001726878,0.00005008107,0.00001450747,0.0005765385,0.001272952],"study_design_scores_gemma":[0.000004016688,0.00003630252,0.9992219,0.00002016628,0.00001724387,0.00004936619,0.0001390905,0.00005932525,0.00001099682,0.00001613676,0.0004223175,0.000003119132],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880463,0.001220088,0.0001810757,0.0005682473,0.00003407095,0.00008032972,0.007084046,0.0000163072,0.002769449],"genre_scores_gemma":[0.9965229,0.0005553537,0.0001142646,0.0002952112,0.0000217665,0.0000407036,0.001964662,0.000003922107,0.0004812019],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0504388,"threshold_uncertainty_score":0.1002904,"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."}}