{"id":"W1921028801","doi":"10.1093/infdis/jiv449","title":"Escape From Monoclonal Antibody Neutralization Affects Henipavirus Fitness In Vitro and In Vivo","year":2015,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Neutralization; Virology; Monoclonal antibody; Biology; Antibody; In vitro; Neutralizing antibody; In vivo; Virulence; Viral replication; Virus; Glycoprotein; Immunology; Gene; Molecular biology; 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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002296831,0.0001220678,0.0003019512,0.0001951855,0.00003815698,0.00001476335,0.00006814317,0.00006367375,0.00003576781],"category_scores_gemma":[0.0002766753,0.00008186592,0.00006328255,0.0001972928,0.0001046758,0.0002030133,0.00002811396,0.0001943729,0.000003267918],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005947645,"about_ca_system_score_gemma":0.000144192,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001880074,"about_ca_topic_score_gemma":0.00009197536,"domain_scores_codex":[0.9990625,0.0002568932,0.0002583036,0.00009171359,0.0001756192,0.0001549721],"domain_scores_gemma":[0.999283,0.0001781846,0.0001562825,0.0001080822,0.00006979374,0.0002047272],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004865909,0.0005778589,0.9650192,0.00002997968,0.00005825016,0.0002300438,0.0003194932,0.0007064902,0.02717569,0.00001356276,0.0004493003,0.0005542621],"study_design_scores_gemma":[0.004906509,0.0004767195,0.9878364,0.0001370026,0.0003026718,0.0001936153,0.0001846962,0.0005310534,0.003535979,0.001737825,0.00005819602,0.00009935827],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9950708,0.004009873,0.00005622526,0.0003940016,0.0001626999,0.0001570128,0.00002499735,0.00001429976,0.0001100961],"genre_scores_gemma":[0.9989111,0.0004082401,0.000009278612,0.0004591195,0.0001750601,0.00000291235,0.00001165222,0.00001154327,0.00001112768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02363971,"threshold_uncertainty_score":0.3338395,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01555927595997689,"score_gpt":0.2950445574576612,"score_spread":0.2794852814976843,"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."}}