{"id":"W4225822834","doi":"10.2139/ssrn.4032071","title":"Immunogenicity of Convalescent and Vaccinated Sera Against Clinical Isolates of Ancestral SARS-CoV-2, Beta, Delta, and Omicron Variants","year":2022,"lang":"en","type":"article","venue":"SSRN Electronic Journal","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Canada Research Chairs; Centre for Global Health Research; University Health Network; University of Toronto; Dalhousie University; Sinai Health System; Sunnybrook Health Science Centre; Mount Sinai Hospital; Sunnybrook Hospital; McMaster University; University of Saskatchewan","funders":"","keywords":"Immunogenicity; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); BETA (programming language); Biology; Coronavirus disease 2019 (COVID-19); Microbiology; Medicine; Immunology; Antibody; Disease; Infectious disease (medical specialty); Pathology","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":[0.000907113,0.0007203796,0.0003780361,0.0002239869,0.0002425381,0.0004274454,0.000324785,0.0006987516,0.001538913],"category_scores_gemma":[0.001319626,0.0002184253,0.0004557313,0.0001067902,0.000374928,0.0003788594,0.000253429,0.001228142,0.0004461486],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003522535,"about_ca_system_score_gemma":0.0002190764,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001099616,"about_ca_topic_score_gemma":0.0004424546,"domain_scores_codex":[0.9996139,0.00008022621,0.00003558133,0.00007735791,0.00006799489,0.000124882],"domain_scores_gemma":[0.999316,0.000236997,0.00007681642,0.00008007399,0.0001367375,0.0001534177],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.01794068,0.005206685,0.03879729,0.000223081,0.0001902197,0.0006223138,0.0008831908,0.001122464,0.9210076,0.0005049745,0.0009268068,0.01257468],"study_design_scores_gemma":[0.002290913,0.09347169,0.4128508,0.0001374684,0.0004190653,0.003611165,0.0013631,0.008335695,0.4719096,0.0007933797,0.004746045,0.00007115048],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.998907,0.00008923368,0.0001469058,0.00002450089,0.00003625278,0.00001361738,0.00008440647,0.000008841652,0.0006892348],"genre_scores_gemma":[0.9987532,0.00004554563,0.00005875253,0.00008075615,0.0000231367,0.0000100003,0.0003242809,0.000004148901,0.000700228],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001538913,"threshold_uncertainty_score":0.005148113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03361195016631773,"score_gpt":0.3477712848218101,"score_spread":0.3141593346554923,"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."}}