{"id":"W4401331802","doi":"10.1371/journal.pcbi.1012211","title":"Impact of waning immunity against SARS-CoV-2 severity exacerbated by vaccine hesitancy","year":2024,"lang":"en","type":"article","venue":"PLoS Computational Biology","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Centers for Disease Control and Prevention; C3.ai Digital Transformation Institute; Flu Lab; Adolph C. and Mary Sprague Miller Institute for Basic Research in Science, University of California Berkeley; Defense Threat Reduction Agency; Virginia Department of Health; Google; Microsoft; James S. McDonnell Foundation; National Science Foundation","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Sars virus; Immunity; 2019-20 coronavirus outbreak; Virology; Medicine; Betacoronavirus; Immunology; Biology; Immune system; Infectious disease (medical specialty); Internal medicine; Outbreak; Disease","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001116369,0.0003989065,0.0004464226,0.000206954,0.000209205,0.0009440567,0.0003813759,0.0005784528,0.001864907],"category_scores_gemma":[0.006546164,0.0002194061,0.000579301,0.0001340382,0.0005258268,0.001237963,0.0009429978,0.001003174,0.0001696277],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009216575,"about_ca_system_score_gemma":0.0005997648,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002838476,"about_ca_topic_score_gemma":0.001442599,"domain_scores_codex":[0.9995499,0.0001925792,0.00002279471,0.00006694717,0.00004766691,0.0001200894],"domain_scores_gemma":[0.997311,0.001343401,0.0006913687,0.0001660766,0.0001484026,0.0003398311],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.001896094,0.0005376241,0.2095529,0.0003717855,0.0006442313,0.002037319,0.0003343194,0.6702446,0.06877239,0.01503846,0.002258961,0.02831142],"study_design_scores_gemma":[0.0001329148,0.003206998,0.2301321,0.0001240532,0.0004956364,0.001242087,0.001117062,0.717437,0.01454221,0.02749289,0.003929048,0.0001480167],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945195,0.0004597063,0.001843429,0.0006658729,0.00002980171,0.000009811679,0.0001010798,0.00002539423,0.002345353],"genre_scores_gemma":[0.9993715,0.0001038331,0.0001607884,0.0001198149,0.000008062213,0.000004215563,0.00004188291,0.000004249834,0.0001857871],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002838476,"threshold_uncertainty_score":0.006687105,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1783057040004034,"score_gpt":0.4347416090278527,"score_spread":0.2564359050274493,"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."}}