{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003124957,0.0001458477,0.0002057556,0.0002443805,0.000210568,0.0003155891,0.0001620075,0.0002693682,0.002233735],"category_scores_gemma":[0.001648596,0.0001189608,0.0002765497,0.0002892438,0.000105197,0.0002133035,0.0002175704,0.0004519577,0.0002333573],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001510733,"about_ca_system_score_gemma":0.0002420527,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005002251,"about_ca_topic_score_gemma":0.005491535,"domain_scores_codex":[0.9998709,0.00002284848,0.00001006199,0.00002182689,0.00002083316,0.00005352044],"domain_scores_gemma":[0.9990338,0.0001942439,0.0003648966,0.00005092773,0.0001030212,0.0002531515],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002296448,0.00001985705,0.9980621,0.000004850747,0.00001587498,0.0000474813,0.00002936388,0.0000573551,0.0002809012,0.00001311016,0.0001102195,0.001129193],"study_design_scores_gemma":[0.000006110013,0.0001410775,0.999169,0.000005346755,0.00001049124,0.0001182921,0.00008526853,0.0002585349,0.00006037254,0.00001595945,0.0001277255,0.00000186659],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.999294,0.0001679365,0.00004234998,0.00002171361,0.000004574435,0.000002518507,0.0001942598,0.000002439289,0.0002702294],"genre_scores_gemma":[0.9995442,0.00005284188,0.00002105833,0.000007715952,0.000005318097,0.00000137941,0.0002291829,0.00000110732,0.0001370937],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005002251,"threshold_uncertainty_score":0.009946287,"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."}}