{"id":"W4206264682","doi":"10.1136/bmj.o1","title":"Covid-19: An urgent call for global “vaccines-plus” action","year":2022,"lang":"en","type":"article","venue":"BMJ","topic":"Infection Control and Ventilation","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Division of Mathematical Sciences; Faculty of Medical and Health Sciences, University of Auckland; Medical School, University of Michigan; Johns Hopkins Bloomberg School of Public Health; Universitetet i Bergen; European Society of Intensive Care Medicine; Universitat de Barcelona; University of Leeds; Göteborgs Universitet; Università Cattolica del Sacro Cuore; National University of Ireland; Tel Aviv University; Cambridge University Hospitals; Dublin City University; University of Galway; Public Health Foundation of India; Sahlgrenska Akademin; University of Bristol; Imperial College London; University of Toronto; University College London; Universitat de València; London School of Hygiene and Tropical Medicine; Cleveland Clinic; University of Glasgow; University of Bath; McMaster University; University of Oxford; George Institute for Global Health; University College Dublin; Imperial College Healthcare NHS Trust; University of Southampton; University of Leicester; College of Medicine, Korea University; University of Cambridge; INCLIVA Instituto de Investigación Sanitaria; Queen Mary University of London; University of Jordan; University Hospitals Plymouth NHS Trust; National Institute for Health and Care Research; Stockholms Universitet; Concordia University; Trinity College Dublin; NHS Greater Glasgow and Clyde; Northumbria University; University of Sussex; Korea University Guro Hospital; School of Medicine, Case Western Reserve University; Korea University; Dartmouth College; Vanderbilt University; University of California, San Diego; Johns Hopkins University; Case Western Reserve University","keywords":"Coronavirus disease 2019 (COVID-19); Call to action; 2019-20 coronavirus outbreak; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Virology; Action (physics); Betacoronavirus; Medicine; Pandemic; Coronavirus Infections; Computer science; Medical emergency; Outbreak; Business; Infectious disease (medical specialty); Pathology","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":[0.02207362,0.003257728,0.002909634,0.002130098,0.002569628,0.007877598,0.005932239,0.04092826,0.1053893],"category_scores_gemma":[0.02524701,0.001404129,0.004579204,0.001226017,0.00395272,0.009131192,0.009197087,0.02424856,0.05962363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003771036,"about_ca_system_score_gemma":0.03776769,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007484911,"about_ca_topic_score_gemma":0.00802317,"domain_scores_codex":[0.9842581,0.003774331,0.001020159,0.0009369471,0.006177394,0.003832954],"domain_scores_gemma":[0.9633563,0.008066766,0.002055645,0.0009954432,0.00700767,0.0185181],"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":[0.0001370016,0.0001303865,0.0001154697,0.000378576,0.0000167198,0.0001295635,0.00003233644,0.00008932993,0.0004552196,0.003301986,0.9752876,0.01992578],"study_design_scores_gemma":[0.0001445262,0.0002076385,0.0007252836,0.0008483868,0.00002529642,0.0001488744,0.0001312158,0.0001723628,0.0002663941,0.00370253,0.9935737,0.00005373193],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"commentary","genre_scores_codex":[0.0008570265,0.02398113,0.002906269,0.8012474,0.1261287,0.0004478132,0.004664117,0.001308702,0.03845896],"genre_scores_gemma":[0.005972607,0.01707176,0.01282516,0.8637412,0.03719945,0.0006632481,0.007058516,0.0005166886,0.05495147],"genre_candidate":"commentary","genre_consensus":"commentary","teacher_disagreement_score":0.1053893,"threshold_uncertainty_score":0.3525624,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06212989520094896,"score_gpt":0.3976893852518988,"score_spread":0.3355594900509498,"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."}}