{"id":"W3033872698","doi":"10.1101/2020.06.05.137349","title":"Synthetic antibodies neutralize SARS-CoV-2 infection of mammalian cells","year":2020,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Vero cell; Antibody; Virology; Monoclonal antibody; Coronavirus; Biology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Neutralization; Receptor; Pandemic; Coronavirus disease 2019 (COVID-19); Middle East respiratory syndrome; Respiratory system; Virus; Immunology; Medicine; Disease; Infectious disease (medical specialty); Genetics","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0002436572,0.0004396558,0.0001932187,0.0001914731,0.000106405,0.0002301937,0.0002612862,0.0003252389,0.001504624],"category_scores_gemma":[0.0001493886,0.0001068892,0.0002817078,0.0001231336,0.0001353692,0.00009373669,0.0001531914,0.0004151986,0.0003940631],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002432266,"about_ca_system_score_gemma":0.0002167227,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005570693,"about_ca_topic_score_gemma":0.0006446037,"domain_scores_codex":[0.9998409,0.000038542,0.00001492513,0.00002340465,0.00004206274,0.00004022368],"domain_scores_gemma":[0.9999036,0.00003025905,0.00001490812,0.00001376214,0.00002173728,0.00001586931],"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":[0.0001077785,0.00007394116,0.0001118147,0.00004659436,0.000008862905,0.00002566869,0.000009730822,0.0001034463,0.9975469,0.00009569345,0.00009332021,0.001776244],"study_design_scores_gemma":[0.00004837039,0.0008723876,0.001346094,0.000007172661,0.00001629915,0.0001886356,0.000008755134,0.0006507589,0.9921726,0.00003429379,0.004652153,0.000002440603],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9815689,0.003760851,0.008380895,0.0001710295,0.0001862067,0.0001281805,0.0005555124,0.00016273,0.005085685],"genre_scores_gemma":[0.9845221,0.001840223,0.006334808,0.0001626435,0.00006525476,0.00008669306,0.001961233,0.00002326766,0.005003781],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001504624,"threshold_uncertainty_score":0.005033493,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04106122049747861,"score_gpt":0.3016858232620905,"score_spread":0.2606246027646119,"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."}}