{"id":"W4319336859","doi":"10.2139/ssrn.4343760","title":"Association between Antibody Responses Post-Vaccination and Severe COVID-19 Outcomes: National Population-Based Cohort Study in Scotland","year":2023,"lang":"en","type":"preprint","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Population and Public Health","funders":"National Institute for Health and Care Research","keywords":"Coronavirus disease 2019 (COVID-19); Vaccination; Medicine; Cohort; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Cohort study; 2019-20 coronavirus outbreak; Virology; Population; Demography; Environmental health; Outbreak; Internal medicine; Disease; Infectious disease (medical specialty)","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":[0.001043849,0.0004174345,0.0005978617,0.000979948,0.0007726089,0.001288563,0.0007283058,0.0008484304,0.002724598],"category_scores_gemma":[0.002773685,0.0006423016,0.0009336384,0.0015488,0.0004965345,0.0009783058,0.001141146,0.0009740164,0.0004866363],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001020052,"about_ca_system_score_gemma":0.001039322,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1140344,"about_ca_topic_score_gemma":0.09250182,"domain_scores_codex":[0.9987432,0.000278288,0.0001065534,0.0002879296,0.0001880385,0.0003960456],"domain_scores_gemma":[0.9981959,0.0001738102,0.0006377583,0.0002038192,0.0003510002,0.0004376453],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002170002,0.00004352397,0.9979189,0.00001139886,0.0001110801,0.000110717,0.0002445236,0.00001766946,0.000230278,0.00003202298,0.0004362306,0.0006266992],"study_design_scores_gemma":[0.000009429577,0.00006488791,0.9994431,0.000004315315,0.0000162944,0.00005570212,0.0002138103,0.00003105797,0.000008450136,0.000009876308,0.0001394255,0.000003603666],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974146,0.0002082562,0.00007089542,0.0001050579,0.00002129755,0.00001056699,0.001706272,0.000005057053,0.000457949],"genre_scores_gemma":[0.9983308,0.0001121578,0.00005138,0.00007162145,0.00001783355,0.00001266183,0.0009143692,0.0000038733,0.000485281],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1140344,"threshold_uncertainty_score":0.2267413,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04442578478892303,"score_gpt":0.4141953073249205,"score_spread":0.3697695225359975,"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."}}