{"id":"W4226058556","doi":"10.1016/j.medj.2022.04.002","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":"Med","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; Saskatchewan Health Authority; University Health Network; Saskatchewan Health; University of Toronto; Dalhousie University; Sinai Health System; University of Waterloo; Sunnybrook Health Science Centre; University of Saskatchewan","funders":"Sanofi Pasteur; Moderna; Canadian Institutes of Health Research; Saskatchewan Health Research Foundation; Innovation Saskatchewan; Janssen Pharmaceuticals; Gilead Sciences; Sanofi; GlaxoSmithKline; Merck; University of Toronto; Pfizer","keywords":"Immunogenicity; Virology; Biology; BETA (programming language); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Delta; Coronavirus disease 2019 (COVID-19); Immunology; Medicine; Antibody; Physics; Infectious disease (medical specialty); Disease; Pathology","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":true,"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":[0.0003771747,0.0004014095,0.0001608602,0.000124568,0.0001042568,0.0002113285,0.0001437055,0.0002551952,0.0008584188],"category_scores_gemma":[0.0005119394,0.00009873269,0.0002064435,0.00005525143,0.0001561057,0.0001490434,0.0001311904,0.0004194529,0.000196023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002137893,"about_ca_system_score_gemma":0.0001447463,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007179477,"about_ca_topic_score_gemma":0.0004529471,"domain_scores_codex":[0.999854,0.00002609195,0.00001443303,0.00002964788,0.00003795245,0.00003790817],"domain_scores_gemma":[0.9997384,0.00006828033,0.00004814142,0.00002782258,0.00005862407,0.0000587356],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.001824159,0.001031086,0.0835235,0.0001036542,0.0000841972,0.0001843262,0.000357361,0.0003176665,0.901964,0.000094503,0.0002889176,0.01022664],"study_design_scores_gemma":[0.0002537124,0.02554769,0.6156657,0.0000584537,0.0001625539,0.002436683,0.0004959622,0.002570751,0.3506836,0.0001492004,0.001958091,0.00001760466],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993974,0.00007785689,0.0001333012,0.00001070947,0.000005566068,0.000006913217,0.00004714861,0.000006602611,0.0003143671],"genre_scores_gemma":[0.9993476,0.00003662501,0.0001013952,0.00004090244,0.000004358734,0.000005845795,0.000232496,0.000001662668,0.0002289742],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008584188,"threshold_uncertainty_score":0.002871692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06122530900822045,"score_gpt":0.3704799722747525,"score_spread":0.3092546632665321,"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."}}