{"id":"W3205643032","doi":"10.1111/trf.16713","title":"Resistance of <scp>SARS‐CoV</scp>‐2 beta and gamma variants to plasma collected from Canadian blood donors during the spring of 2020","year":2021,"lang":"en","type":"article","venue":"Transfusion","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Manitoba; Public Health Agency of Canada; University of Ottawa; Sinai Health System; Alberta Medical Association; University of Toronto; Canadian Blood Services; Lunenfeld-Tanenbaum Research Institute; University of Alberta","funders":"Canadian Institutes of Health Research; Ontario Genomics; Genome Canada; Alberta Innovates - Health Solutions; Government of Ontario; Abbott Laboratories","keywords":"Neutralization; Titer; Virology; Neutralizing antibody; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Plaque reduction neutralization test; Antibody; Medicine; Coronavirus disease 2019 (COVID-19); Immunology; Virus; Infectious disease (medical specialty); Internal medicine","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":[],"consensus_categories":[],"category_scores_codex":[0.0001712393,0.0001326331,0.0003245865,0.0001454978,0.0001357504,0.00001797203,0.0001454618,0.0001036028,0.0000135621],"category_scores_gemma":[0.0002024866,0.0001112444,0.00006698924,0.0007455188,0.00006800686,0.00003979509,0.00003793892,0.0002149686,0.000003999106],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005843188,"about_ca_system_score_gemma":0.0005697551,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.08425312,"about_ca_topic_score_gemma":0.6146172,"domain_scores_codex":[0.9986348,0.00007953899,0.0002939515,0.0003301048,0.000356828,0.0003048231],"domain_scores_gemma":[0.9990855,0.0002451505,0.00004048815,0.0003683128,0.0001644263,0.00009613575],"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":[0.0001859486,0.00005996108,0.08386373,0.0001951529,0.0001016421,0.0002395883,0.001584063,8.745804e-7,0.9134142,0.00002775909,0.00006864652,0.0002583749],"study_design_scores_gemma":[0.001586739,0.00006050424,0.3124271,0.0002624792,0.0000824423,0.0000120313,0.0002536337,0.00003692348,0.6822355,0.00001795225,0.002985665,0.00003903702],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9957286,0.0005770262,0.00002114527,0.0006165986,0.00006073827,0.0003963904,0.00007582751,0.00001574746,0.002507977],"genre_scores_gemma":[0.9984409,0.0001586758,0.0002774683,0.0008560991,0.00005277234,0.00001222024,0.000003369378,0.00002280517,0.0001757548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5303641,"threshold_uncertainty_score":0.9218449,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01632788458193392,"score_gpt":0.2603863533130116,"score_spread":0.2440584687310776,"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."}}