{"id":"W3212269280","doi":"10.1016/j.antiviral.2021.105206","title":"Development and characterization of SARS-CoV-2 variant-neutralizing monoclonal antibodies","year":2021,"lang":"en","type":"article","venue":"Antiviral Research","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":false,"ca_institutions":"Public Health Agency of Canada","funders":"Public Health Agency; Public Health Agency of Canada","keywords":"Monoclonal antibody; Virology; Antigenicity; Neutralization; Antibody; Neutralizing antibody; Virus; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Biology; Vaccination; Pandemic; Coronavirus disease 2019 (COVID-19); Medicine; Immunology; Infectious disease (medical specialty)","routes":{"ca_aff":true,"ca_fund":true,"ca_venue":false,"about_ca":false,"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":[0.0009053581,0.000994791,0.0005134854,0.0006515287,0.0003437872,0.0005296834,0.0007302444,0.0006511146,0.002391607],"category_scores_gemma":[0.0007670116,0.0004493651,0.0006355231,0.0003603021,0.0001667086,0.0003613645,0.0003066623,0.001357171,0.0009158275],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008167404,"about_ca_system_score_gemma":0.0004319935,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001689766,"about_ca_topic_score_gemma":0.002061607,"domain_scores_codex":[0.9994385,0.00009527525,0.0000513674,0.00007854008,0.0001328166,0.0002035233],"domain_scores_gemma":[0.9996599,0.00008107049,0.0000363665,0.00003509079,0.0001357816,0.00005191897],"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":[0.0002811334,0.0003883911,0.0005284994,0.00007834104,0.00003930762,0.0001029388,0.00004529429,0.0006343162,0.9853892,0.000323815,0.0005632833,0.01162547],"study_design_scores_gemma":[0.000668834,0.00480143,0.009003926,0.00004169565,0.0001636849,0.001188385,0.00008130392,0.007379207,0.9477368,0.000340332,0.02856503,0.00002931117],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9481771,0.004705923,0.03544459,0.0005780418,0.0002588566,0.001319235,0.001949112,0.0002314382,0.007335715],"genre_scores_gemma":[0.9506534,0.003824607,0.0274721,0.0008046881,0.0001661178,0.0008272429,0.00926401,0.00007720961,0.006910621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002391607,"threshold_uncertainty_score":0.008000731,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1618634451148625,"score_gpt":0.4262860896056333,"score_spread":0.2644226444907708,"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."}}