{"id":"W4323534146","doi":"10.1038/s41467-023-36566-1","title":"Effectiveness of mRNA COVID-19 vaccine booster doses against Omicron severe outcomes","year":2023,"lang":"en","type":"article","venue":"Nature Communications","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":56,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Ottawa Hospital; Children's Hospital of Eastern Ontario; University of Ottawa; Women's College Hospital; University Health Network; University of Toronto; Centre for Disability Prevention and Rehabilitation; Public Health Ontario","funders":"Department of Family and Community Medicine, University of Toronto; Canadian Institutes of Health Research; Canadian Immunization Research Network; University of Toronto; Public Health Agency; Public Health Agency of Canada","keywords":"Coronavirus disease 2019 (COVID-19); Medicine; Vaccination; Booster (rocketry); Booster dose; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Vaccine efficacy; Young adult; Internal medicine; Immunology; Virology; Titer; Outbreak; Virus; Disease; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.000909802,0.0003531318,0.0004384533,0.0001862135,0.0001431074,0.0002673966,0.0003542085,0.0001943967,0.0007051677],"category_scores_gemma":[0.002419923,0.00009997644,0.0003521259,0.0001652332,0.0002036154,0.0002246013,0.0001767847,0.0002409825,0.00006760546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003336258,"about_ca_system_score_gemma":0.002104453,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.20484,"about_ca_topic_score_gemma":0.2610239,"domain_scores_codex":[0.9994747,0.0001164495,0.00002552178,0.000103238,0.0001748889,0.0001052292],"domain_scores_gemma":[0.9993088,0.0001964413,0.0002611566,0.00004496005,0.0000999015,0.0000887323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.008930224,0.000520314,0.8813699,0.0005369263,0.0007387751,0.00009781903,0.000256511,0.01261162,0.0139806,0.0001964872,0.0008311343,0.07992974],"study_design_scores_gemma":[0.0002302982,0.00606219,0.9867639,0.00003285915,0.000237856,0.00005719218,0.00004816427,0.003103411,0.002627865,0.00004760442,0.000778234,0.00001050436],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9961379,0.001310271,0.0003382054,0.00005865342,0.000005053592,0.00007640698,0.001064786,0.00001307728,0.0009955612],"genre_scores_gemma":[0.99882,0.0001723262,0.0002525811,0.00002187931,0.000003899629,0.00002733879,0.0004866534,0.000001049966,0.0002143245],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.20484,"threshold_uncertainty_score":0.4072954,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05047893752704743,"score_gpt":0.4105122205261188,"score_spread":0.3600332829990714,"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."}}