{"id":"W2932902987","doi":"10.1038/s41564-019-0411-z","title":"Neutralization mechanism of human monoclonal antibodies against Rift Valley fever virus","year":2019,"lang":"en","type":"article","venue":"Nature Microbiology","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval","funders":"Institute of Biophysics, Chinese Academy of Sciences; Youth Innovation Promotion Association; National Science and Technology Major Project; Youth Innovation Promotion Association of the Chinese Academy of Sciences; China Scholarship Council; University of Texas Health Science Center at Houston; Chinese Academy of Sciences; Tsinghua University; National Natural Science Foundation of China; China Association for Science and Technology","keywords":"Monoclonal antibody; Virology; Epitope; Antibody; Biology; Neutralization; Antigen; Rift Valley fever; Virus; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00008510514,0.0001309198,0.0003124358,0.0001516544,0.00005195147,0.000004033723,0.0000636005,0.000510037,0.0003027554],"category_scores_gemma":[0.00001434154,0.0001042084,0.0001135242,0.0001328204,0.00005743241,0.00003869351,0.00003582839,0.0003953426,0.00006273101],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003027185,"about_ca_system_score_gemma":0.00003025669,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004849247,"about_ca_topic_score_gemma":0.00004674186,"domain_scores_codex":[0.9993256,0.00004308415,0.0002053017,0.000216732,0.00003484428,0.0001744788],"domain_scores_gemma":[0.9995511,0.00001762074,0.00009535807,0.0001868513,0.0001169579,0.00003213206],"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":[0.00002935409,0.00008634437,0.01461953,0.00004225817,0.00007498966,0.000003285649,0.00005749514,0.000007331645,0.9721376,0.01124415,0.00162789,0.0000697232],"study_design_scores_gemma":[0.001815879,0.0007001927,0.03515617,0.00009462208,0.00009529769,0.0001295287,0.00004580488,0.00005041446,0.9405752,0.0004854289,0.02059613,0.0002552834],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962515,0.0003545154,0.00006790074,0.000143525,0.0006144592,0.0002525309,0.0000365268,0.00004512781,0.002233909],"genre_scores_gemma":[0.997282,0.0000638054,0.0002257989,0.000838497,0.00009361926,0.000002368318,0.0003285608,0.00001601318,0.00114939],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03156241,"threshold_uncertainty_score":0.4249496,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00862101983524043,"score_gpt":0.2778673000936944,"score_spread":0.269246280258454,"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."}}