{"id":"W4401593691","doi":"10.1101/2024.08.12.607496","title":"Pemivibart is less active against recent SARS-CoV-2 JN.1 sublineages","year":2024,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"Columbia College","funders":"","keywords":"Neutralization; Virology; Spike Protein; In vitro; Antibody; Monoclonal antibody; Population; Potency; Neutralizing antibody; Authorization; Vaccination; Biology; Coronavirus disease 2019 (COVID-19); Virus; Medicine; Immunology; Genetics; Internal medicine","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":[0.0002185359,0.0003000591,0.0004239625,0.0001444936,0.0001214589,0.0004070639,0.0002210277,0.0002695349,0.001476718],"category_scores_gemma":[0.0003627463,0.0001272831,0.0003798315,0.0001440103,0.0001142315,0.0002743393,0.0001469557,0.0006885917,0.0003438644],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003145747,"about_ca_system_score_gemma":0.0001974141,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002188871,"about_ca_topic_score_gemma":0.001848179,"domain_scores_codex":[0.9998217,0.00002144582,0.0000225826,0.00003722836,0.00005631521,0.00004080937],"domain_scores_gemma":[0.9998395,0.0000322265,0.00004215818,0.00001651115,0.00003530674,0.00003419137],"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":[0.0004122903,0.00009923275,0.001932842,0.00006355518,0.00002644016,0.00006246176,0.00002963855,0.0002131261,0.9934015,0.00003034046,0.0001640948,0.00356438],"study_design_scores_gemma":[0.0001196157,0.006510351,0.07453851,0.00003451543,0.00010963,0.001912846,0.0001098414,0.002777183,0.9056236,0.00007420901,0.008167807,0.00002206625],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9971185,0.001124488,0.0004411851,0.00003147486,0.0000246152,0.00002407886,0.0004328324,0.00003037146,0.0007725588],"genre_scores_gemma":[0.9945082,0.0005612929,0.0009838465,0.0001379916,0.00001752238,0.00002204438,0.002580694,0.00001840248,0.001169842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002188871,"threshold_uncertainty_score":0.004940093,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05427819481060182,"score_gpt":0.3225758405728844,"score_spread":0.2682976457622825,"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."}}