{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001042097,0.0003921373,0.0002219748,0.0002598287,0.000883327,0.0006345813,0.000363078,0.0002810315,0.001263028],"category_scores_gemma":[0.001747441,0.0001379415,0.0002049961,0.00039907,0.000322828,0.0001282546,0.0001596197,0.0002542793,0.0001876349],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002621881,"about_ca_system_score_gemma":0.003158042,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.6295742,"about_ca_topic_score_gemma":0.5717384,"domain_scores_codex":[0.9992402,0.00007991907,0.00003011192,0.0001557572,0.0003115045,0.000182542],"domain_scores_gemma":[0.9993508,0.00008500018,0.00008606196,0.00003941477,0.0003250076,0.0001137183],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001451843,0.0001745513,0.9503213,0.00008279328,0.0001137694,0.0002756672,0.001286765,0.0002865958,0.03242438,0.00009103562,0.001530206,0.01196117],"study_design_scores_gemma":[0.00001981036,0.0007907656,0.9915143,0.000009261334,0.00003425548,0.000371104,0.0006129453,0.0003071713,0.005243397,0.00001194435,0.001075249,0.000009730707],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979474,0.0001090922,0.0001465566,0.00004256271,0.00001042708,0.00005865661,0.0006337678,0.000008521323,0.001043067],"genre_scores_gemma":[0.9982717,0.0000649426,0.0002191476,0.0001042031,0.000006585558,0.00001542373,0.0006898187,0.000002059711,0.0006262156],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3704258,"threshold_uncertainty_score":0.7452146,"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."}}