{"id":"W3157621523","doi":"10.1016/s1470-2045(21)00244-8","title":"Cancer and COVID-19 vaccines: a complex global picture","year":2021,"lang":"en","type":"article","venue":"The Lancet Oncology","topic":"COVID-19 and healthcare impacts","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":false,"ca_institutions":"Queen's University","funders":"Guy's and St Thomas' NHS Foundation Trust; Menzies Centre for Australian Studies, King's College London, University of London; Science and Technology Facilities Council; Economic and Social Research Council; Homi Bhabha National Institute; Faculty of Medicine, American University of Beirut; Tata Memorial Centre; Queen's University; Hacettepe Üniversitesi; Universiti Malaya; National Institute for Health and Care Research; American University of Beirut; Cancer Research Institute; Pfizer; University of Warwick; King's College London","keywords":"Medicine; Cancer; Pandemic; Vaccination; Coronavirus disease 2019 (COVID-19); Population; Disadvantaged; Family medicine; Global health; Public health; Disease; Environmental health; Internal medicine; Economic growth; Virology; Pathology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.009003182,0.001054727,0.001826773,0.002939373,0.001337979,0.007905148,0.001284204,0.007434838,0.02065711],"category_scores_gemma":[0.01518103,0.0006695074,0.00156526,0.004577711,0.003178722,0.01458096,0.00635098,0.008295171,0.002467962],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.005767696,"about_ca_system_score_gemma":0.00718431,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009716026,"about_ca_topic_score_gemma":0.01592581,"domain_scores_codex":[0.9958962,0.001229496,0.0002892003,0.0004505165,0.001284206,0.000850348],"domain_scores_gemma":[0.9862748,0.007783257,0.001680534,0.0003938614,0.001782577,0.00208497],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0007453825,0.0001828979,0.01563561,0.004626138,0.0008663567,0.0004914554,0.0009785542,0.002878111,0.001206008,0.1295495,0.5233158,0.3195241],"study_design_scores_gemma":[0.0001248421,0.0002446981,0.02258887,0.006590971,0.0004047591,0.0004776476,0.004141396,0.0007350068,0.0004103636,0.1285217,0.8355646,0.0001951372],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"empirical","genre_scores_codex":[0.005134086,0.3148269,0.0008435082,0.6574919,0.007582992,0.00002008348,0.001451488,0.00006734112,0.01258167],"genre_scores_gemma":[0.1244421,0.6038028,0.002466239,0.237376,0.02505605,0.00008871187,0.001549907,0.0001910356,0.005027149],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.02065711,"threshold_uncertainty_score":0.06910485,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1969155753856631,"score_gpt":0.501693777433073,"score_spread":0.3047782020474099,"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."}}