{"id":"W4298003567","doi":"10.3390/vaccines10101601","title":"Determinants of Antibody Responses to SARS-CoV-2 Vaccines: Population-Based Longitudinal Study (COVIDENCE UK)","year":2022,"lang":"en","type":"article","venue":"Vaccines","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":34,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Economic and Social Research Council; Rosetrees Trust; Asthma and Lung UK; British Heart Foundation; National Institute for Health and Care Research; Cancer Research UK; Arthritis Society; Vasculitis UK; British Lung Foundation; Barts Charity; Diabetes UK; UK Research and Innovation; Queen Mary University of London","keywords":"Virology; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); 2019-20 coronavirus outbreak; Antibody; Population; Antibody response; Medicine; Immunology; Environmental health; Outbreak; Infectious disease (medical specialty); Disease; Internal medicine","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[{"model":"gemma","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"low","status":"direct model label, unvalidated"},{"model":"gpt","categories":[],"domain":null,"study_design":"observational","genre":"empirical","about_ca_system":false,"about_ca_topic":false,"confidence":"high","status":"direct model label, unvalidated"}],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001338276,0.0003993465,0.0004653472,0.0006371606,0.000452015,0.0008205895,0.0006162881,0.0008641207,0.002127671],"category_scores_gemma":[0.003278929,0.0006364844,0.0005229035,0.001388203,0.0003379234,0.0008824461,0.001154189,0.0009149,0.0007141654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005622156,"about_ca_system_score_gemma":0.0004336927,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04175384,"about_ca_topic_score_gemma":0.04374358,"domain_scores_codex":[0.9987199,0.0003979741,0.0001995723,0.000321485,0.000186803,0.0001743518],"domain_scores_gemma":[0.9981394,0.0002251531,0.0007046303,0.0002551044,0.0003582661,0.0003173841],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001414014,0.00003839737,0.9983505,0.00001684645,0.00006375351,0.00006946894,0.0001745781,0.00001944326,0.0002580809,0.00001549657,0.0002503778,0.0006016197],"study_design_scores_gemma":[0.00000798149,0.00007553902,0.9995097,0.000008374291,0.00001099764,0.00008883041,0.00009249499,0.00003148499,0.00001625522,0.000003808287,0.0001522669,0.000002233624],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9964365,0.000290397,0.0001508798,0.00007036277,0.000009774435,0.00003084347,0.002467558,0.000004746904,0.000538927],"genre_scores_gemma":[0.9961111,0.0002537923,0.000217038,0.0001249815,0.00001211044,0.00006869695,0.002490792,0.000004622502,0.0007168579],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04175384,"threshold_uncertainty_score":0.08302158,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.09675816617482068,"score_gpt":0.4316427191294805,"score_spread":0.3348845529546598,"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."}}