{"id":"W3159478847","doi":"10.1101/2021.04.30.442182","title":"LY-CoV1404 (bebtelovimab) potently neutralizes SARS-CoV-2 variants","year":2021,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":60,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Manitoba; Public Health Agency of Canada; AbCellera (Canada)","funders":"Eli Lilly and Company","keywords":"Potency; Epitope; Neutralization; Virus; Antibody; Mutation","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":[0.0001944802,0.0004573477,0.0003461259,0.0003317296,0.0001725675,0.0003183238,0.0003230525,0.0003662022,0.001299156],"category_scores_gemma":[0.0001343787,0.0001806145,0.0002508565,0.0002324684,0.0001708348,0.000177972,0.0002357788,0.000762603,0.000663686],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004520686,"about_ca_system_score_gemma":0.0004031059,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001003535,"about_ca_topic_score_gemma":0.001251119,"domain_scores_codex":[0.9998041,0.00003146472,0.00001074244,0.00002429116,0.00008260446,0.00004688168],"domain_scores_gemma":[0.9999475,0.000008123883,0.00001153413,0.000004718426,0.000008964269,0.00001907243],"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":[0.0002277688,0.0002355698,0.0004142214,0.00003756751,0.00001755628,0.00003606838,0.00001476147,0.0004114177,0.9900413,0.00009254594,0.0003128034,0.008158362],"study_design_scores_gemma":[0.0005547465,0.006663546,0.008413969,0.00001105968,0.00004548376,0.0008682869,0.00001911498,0.003498638,0.9672633,0.0001091857,0.0125382,0.00001452129],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9908964,0.001816778,0.003039161,0.0001999481,0.00002733484,0.0001471295,0.0005179872,0.0001811273,0.003174131],"genre_scores_gemma":[0.9871379,0.001285054,0.004710576,0.0001797544,0.00001881493,0.0000932125,0.003026952,0.00002866623,0.003519038],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001299156,"threshold_uncertainty_score":0.004346073,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03913894254033456,"score_gpt":0.3002380888202155,"score_spread":0.2610991462798809,"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."}}