{"id":"W4212912712","doi":"10.1128/spectrum.02262-21","title":"SARS-CoV-2 Virus-Like Particle Neutralizing Capacity in Blood Donors Depends on Serological Profile and Donor-Declared SARS-CoV-2 Vaccination History","year":2022,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; University of Toronto; Canadian Blood Services; Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Alberta Innovates; Government of Canada","keywords":"Serology; Vaccination; Virology; Titer; Neutralizing antibody; Medicine; Population; Antibody; Virus; Neutralization; Immunology; Environmental health","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0008202675,0.0003750949,0.0006296567,0.0003571347,0.0002663167,0.00002506141,0.0003263482,0.0003085927,0.0001359223],"category_scores_gemma":[0.0000876938,0.0003587278,0.0001497038,0.0004462645,0.000230776,0.0001191693,0.0003347993,0.001241249,0.0001072181],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001025016,"about_ca_system_score_gemma":0.0002176706,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001985458,"about_ca_topic_score_gemma":0.003229432,"domain_scores_codex":[0.9967769,0.000554442,0.0005368951,0.00097269,0.0001907333,0.0009683505],"domain_scores_gemma":[0.9991136,0.0001383897,0.000151122,0.000508632,0.00004648065,0.00004180145],"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":[0.001115891,0.0007687485,0.09429834,0.00004371424,0.00007984803,0.0002849456,0.0004353964,9.389288e-7,0.8994076,0.0004459139,0.002946907,0.0001717488],"study_design_scores_gemma":[0.00390549,0.00179672,0.02112593,0.00001529595,0.00006544518,0.0005902031,0.0000937713,0.0001293356,0.9136401,0.0002828114,0.05801643,0.0003384699],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9953762,0.0006563283,0.00001100571,0.001462593,0.0004248714,0.0008122347,0.00005923519,0.0001613118,0.001036269],"genre_scores_gemma":[0.9644632,0.00002078052,0.0000963547,0.0349568,0.00009584612,0.0002119305,0.0000463895,0.00004524059,0.00006342422],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07317241,"threshold_uncertainty_score":0.9998865,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.07071621357824404,"score_gpt":0.3033346955498828,"score_spread":0.2326184819716388,"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."}}