{"id":"W4389003194","doi":"10.1093/cid/ciad716","title":"Protection Conferred by COVID-19 Vaccination, Prior SARS-CoV-2 Infection, or Hybrid Immunity Against Omicron-Associated Severe Outcomes Among Community-Dwelling Adults","year":2023,"lang":"en","type":"article","venue":"Clinical Infectious Diseases","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Bruyère; Ottawa Hospital; University of Ottawa; Institute for Clinical Evaluative Sciences; Women's College Hospital; University Health Network; University of Toronto; BC Children's Hospital; 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":"Medicine; Coronavirus disease 2019 (COVID-19); Vaccination; Immunity; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Virology; Immunology; Herd immunity; Betacoronavirus; Immune system; Outbreak; Infectious disease (medical specialty); Internal medicine; Disease","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":[0.0005274902,0.0002814018,0.0001820686,0.0001729127,0.0001967711,0.0002781177,0.0002001499,0.0002854725,0.0009815459],"category_scores_gemma":[0.001446065,0.0001291734,0.0003173911,0.0001786203,0.0002589918,0.0001716825,0.0002346409,0.0002083264,0.00006753297],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006861783,"about_ca_system_score_gemma":0.000641916,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05875241,"about_ca_topic_score_gemma":0.07498696,"domain_scores_codex":[0.9997794,0.0000459112,0.00001261864,0.00005603378,0.0000300763,0.00007597959],"domain_scores_gemma":[0.9993579,0.000115577,0.0002733891,0.00004939504,0.00006216335,0.0001415527],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005517996,0.00002526468,0.9980434,0.000007370645,0.00005010738,0.00001533073,0.00003981574,0.00005027242,0.000317934,0.000006509803,0.00003285227,0.0008592752],"study_design_scores_gemma":[0.00001089455,0.0002916226,0.9994204,0.000002615193,0.00002202643,0.00002881123,0.0000262551,0.0000954648,0.00005302963,0.000005182479,0.00004304421,8.588624e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996075,0.00007013939,0.00002256988,0.00001157244,0.000001363657,0.000002473695,0.0001343086,0.000001385095,0.0001487001],"genre_scores_gemma":[0.9997951,0.00001785903,0.00001329157,0.000006288485,0.000001610556,0.000001640248,0.0001124225,2.295006e-7,0.00005151954],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.05875241,"threshold_uncertainty_score":0.1168209,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1015646693864359,"score_gpt":0.4196751391765602,"score_spread":0.3181104697901243,"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."}}