{"id":"W4390347976","doi":"10.3390/vaccines12010036","title":"Predictors of Breakthrough SARS-CoV-2 Infection after Vaccination","year":2023,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"Lunenfeld-Tanenbaum Research Institute; Mount Sinai Hospital; University of Toronto; University Health Network","funders":"Canadian Institutes of Health Research; University Health Network Foundation; Public Health Agency; Public Health Agency of Canada","keywords":"Medicine; Vaccination; Booster (rocketry); Cohort; Antibody; Booster dose; Immunology; Coronavirus disease 2019 (COVID-19); Prospective cohort study; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; Disease; Virology; Internal medicine; Infectious disease (medical specialty); Immunization","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002651589,0.0001545612,0.0002729761,0.0004973216,0.0000462083,0.00001785052,0.00008237099,0.0001335588,0.0000343848],"category_scores_gemma":[0.0003172525,0.0001292927,0.000129198,0.00122702,0.00001494388,0.0001898405,0.00007773555,0.0001514382,0.0002863793],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006799955,"about_ca_system_score_gemma":0.00009618637,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004907559,"about_ca_topic_score_gemma":0.0001728814,"domain_scores_codex":[0.9987046,0.0000421641,0.0003128812,0.0002784468,0.0003755142,0.0002863678],"domain_scores_gemma":[0.9991927,0.0000871071,0.00009999947,0.0003331052,0.0002679043,0.00001916523],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004833291,0.0001271272,0.8350295,0.0003154255,0.00009307297,0.0000331445,0.0003098532,8.14916e-7,0.150629,0.00003637109,0.006576241,0.00636619],"study_design_scores_gemma":[0.0009978235,0.0002123849,0.6127058,0.00005372522,0.0000476711,0.00001717253,0.00002104834,0.0002730043,0.3447951,0.0001580761,0.04063162,0.00008664095],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9959825,0.0001570817,0.00007112465,0.0004522043,0.0004213124,0.0003875405,0.000008028498,0.0002847993,0.002235446],"genre_scores_gemma":[0.996246,0.00003499662,0.00002650679,0.003005041,0.0004183594,0.00009343057,0.00001266309,0.00003450116,0.0001285186],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2223237,"threshold_uncertainty_score":0.5272402,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03741437735682199,"score_gpt":0.3521901737176677,"score_spread":0.3147757963608457,"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."}}