{"id":"W4379769081","doi":"10.1128/spectrum.05256-22","title":"Diminished Neutralization Capacity of SARS-CoV-2 Omicron BA.1 in Donor Plasma Collected from January to March 2021","year":2023,"lang":"en","type":"article","venue":"Microbiology Spectrum","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa; Public Health Ontario; University of Toronto; Canadian Blood Services; Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; University of Alberta; Government of Canada; Canadian Blood Services; Alberta Innovates; Abbott Laboratories","keywords":"Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); Neutralization; 2019-20 coronavirus outbreak; Virology; Medicine; Virus; Internal medicine; Outbreak","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":[0.0003456633,0.000266305,0.0006867349,0.0008321871,0.00007156178,0.00001763457,0.0003002249,0.000367709,0.0000729489],"category_scores_gemma":[0.000145756,0.000259931,0.0001274651,0.001856942,0.0002268837,0.00005242681,0.0002099088,0.0004281311,0.0005635055],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002841506,"about_ca_system_score_gemma":0.0003124623,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003425904,"about_ca_topic_score_gemma":0.008777967,"domain_scores_codex":[0.9976708,0.0002313527,0.0005653347,0.0006748718,0.0001133659,0.0007443206],"domain_scores_gemma":[0.9990121,0.0002631342,0.00009544791,0.0005009721,0.00008729879,0.00004108705],"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":[0.001106677,0.0001895482,0.07757653,0.00006060601,0.00008401518,0.00009605321,0.0005787548,0.000002156208,0.9098978,0.00004007564,0.01023392,0.0001338832],"study_design_scores_gemma":[0.002442028,0.0004744473,0.07780863,0.00009125249,0.00002782372,0.00003376935,0.0001049707,0.0001472136,0.8996723,0.0001438789,0.01884315,0.0002105608],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.994752,0.00006508807,0.0000407134,0.002605161,0.0003185866,0.0009567595,0.000278865,0.00008388062,0.0008989415],"genre_scores_gemma":[0.9920405,0.00002019645,0.000256337,0.006966804,0.0001469862,0.00006787257,0.0003347901,0.00004343448,0.0001230976],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01022551,"threshold_uncertainty_score":0.9999853,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04292869593201773,"score_gpt":0.3158157537469633,"score_spread":0.2728870578149456,"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."}}