{"id":"W4383215172","doi":"10.1093/ije/dyad098","title":"Development of hybrid immunity during a period of high incidence of Omicron infections","year":2023,"lang":"en","type":"article","venue":"International Journal of Epidemiology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":14,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Department of Epidemiology, Biostatistics and Occupational Health, McGill University; Hôpitaux Universitaires de Genève; Johns Hopkins Bloomberg School of Public Health; Université de Fribourg; University of Bern; Swiss School of Public Health; Universität Basel; McGill University; Université de Lausanne; Université de Genève; Inselspital, Universitätsspital Bern; Universität Zürich; Bundesamt für Gesundheit; Johns Hopkins University","keywords":"Seroprevalence; Immunity; Vaccination; Population; Antibody; Incidence (geometry); Neutralizing antibody; Virology; Medicine; Biology; Immune system; Immunology; Serology","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":[0.0003827105,0.0002194655,0.0001854389,0.0003298457,0.0003273336,0.0004562879,0.0001854339,0.0003446588,0.000783419],"category_scores_gemma":[0.0006631201,0.0001782229,0.0001973714,0.0003334145,0.0002812956,0.000286235,0.0003101725,0.0003511785,0.000118168],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003154432,"about_ca_system_score_gemma":0.0002329658,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004293776,"about_ca_topic_score_gemma":0.005975524,"domain_scores_codex":[0.9998266,0.00004517113,0.00001136774,0.0000449803,0.00002096134,0.00005093073],"domain_scores_gemma":[0.999377,0.00005957589,0.0003413726,0.00003052555,0.00004652278,0.0001451225],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000103205,0.00001652056,0.9986556,0.00000355879,0.000009433935,0.0001218988,0.00009641407,0.00002736373,0.000502154,0.000007773499,0.00003721996,0.0004189029],"study_design_scores_gemma":[0.000001183124,0.00005206496,0.999563,0.000001289246,0.000002831331,0.0001741051,0.00009968649,0.00003113388,0.00004217366,0.000004990108,0.00002644141,9.527095e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997372,0.00003579436,0.00002756465,0.00001373373,0.00000169256,0.000002358972,0.00007055695,0.00000119453,0.0001100342],"genre_scores_gemma":[0.9998057,0.00001770726,0.00002724286,0.0000102297,0.000003632589,0.000002778981,0.00008826308,3.360514e-7,0.00004408104],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.004293776,"threshold_uncertainty_score":0.008537531,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07777118016383569,"score_gpt":0.4183456305286986,"score_spread":0.3405744503648629,"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."}}