{"id":"W4372259214","doi":"10.21203/rs.3.rs-2846541/v1","title":"Omicron variant BA.1, BA.5, BQ.1.1, and XBB.1.5 Neutralizing Antibodies Following BNT162b2 BA.4/5 versus mRNA-1273 BA.1 Bivalent Vaccination","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; Toronto East General Hospital; Lunenfeld-Tanenbaum Research Institute; Sunnybrook Hospital; University of Toronto","funders":"Banting and Best Diabetes Centre, University of Toronto; University of Toronto; Kidney Foundation of Canada; Government of Canada; Canadian Society of Nephrology; Government of Ontario; Canadian Institutes of Health Research; Ontario Genomics; Genome Canada","keywords":"Bivalent (engine); Neutralization; Neutralizing antibody; Chemistry; Antibody; Virology; Vaccination; Medicine; Virus; Metal; Immunology","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":[0.0002366163,0.0002078617,0.0002864622,0.00009726323,0.000121524,0.0002217914,0.00008941872,0.0002109323,0.001071326],"category_scores_gemma":[0.0002771356,0.00008316943,0.0001387228,0.00006116538,0.0001102781,0.0001586358,0.0001329581,0.0004096741,0.0001760216],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001862291,"about_ca_system_score_gemma":0.00005934087,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0009145231,"about_ca_topic_score_gemma":0.000498626,"domain_scores_codex":[0.9998145,0.00002767797,0.00001199145,0.00004134591,0.00004400242,0.00006049762],"domain_scores_gemma":[0.9998713,0.0000333676,0.0000333732,0.00001042212,0.0000172718,0.00003431757],"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":[0.008177138,0.001492808,0.05155887,0.0000730079,0.00007104075,0.0001443479,0.0003159434,0.000232691,0.9213132,0.00009492759,0.0001999302,0.01632618],"study_design_scores_gemma":[0.0004254236,0.07058688,0.5667914,0.00003242626,0.0002172959,0.001753984,0.0004610467,0.002833412,0.3527774,0.0001220785,0.003972695,0.00002593359],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995953,0.0000787617,0.0000796342,0.000004992164,0.0000052744,0.000006116953,0.00002766378,0.000002392876,0.0001999664],"genre_scores_gemma":[0.9992815,0.00003820959,0.00006157919,0.00001547502,0.000004472612,0.000006877834,0.0001144801,0.000001536255,0.0004759584],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001071326,"threshold_uncertainty_score":0.003583968,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1667581473075104,"score_gpt":0.4636191490250166,"score_spread":0.2968610017175062,"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."}}