{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.000312364,0.00005749229,0.0001048531,0.00003518528,0.0002221709,0.000007891346,0.00002610934,0.00002768249,0.002528047],"category_scores_gemma":[0.0005521944,0.00005505364,0.00008131967,0.0001012203,0.00000427397,0.000052919,0.00001700272,0.00005647116,0.000009205717],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000559199,"about_ca_system_score_gemma":0.0006139917,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001275284,"about_ca_topic_score_gemma":0.00007226777,"domain_scores_codex":[0.999408,0.00003917362,0.0001531447,0.0001398582,0.0001490093,0.0001107928],"domain_scores_gemma":[0.9993772,0.00001985312,0.00006825365,0.0001259484,0.00005335312,0.0003553829],"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":[0.009528693,0.001029587,0.06583644,0.0003997494,0.0002486437,0.00005793182,0.0004748751,0.01831581,0.003900077,0.008703676,0.8418745,0.04962998],"study_design_scores_gemma":[0.003940233,0.0006321762,0.03138448,0.000002813757,0.00009399001,0.0001928867,0.0001306461,0.0393846,0.00007650089,0.0003051459,0.9237571,0.00009940047],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3900609,0.0002765142,0.4414065,0.1255116,0.01118481,0.009849611,0.0003140029,0.001108426,0.02028762],"genre_scores_gemma":[0.9879338,0.000001448613,0.0001875423,0.008276551,0.0007749373,0.0003168311,0.0002049457,0.000007463169,0.00229647],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.5978729,"threshold_uncertainty_score":0.9983838,"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."}}