{"id":"W4286449404","doi":"10.1016/j.peptides.2022.170844","title":"PCP consensus protein/peptide alphavirus antigens stimulate broad spectrum neutralizing antibodies","year":2022,"lang":"en","type":"article","venue":"Peptides","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":false,"ca_institutions":"Institute of Infection and Immunity","funders":"Laboratory Directed Research and Development; National Institute of Allergy and Infectious Diseases; National Institutes of Health","keywords":"Alphavirus; Virology; Antigen; Biology; Antibody; Chikungunya; Venezuelan equine encephalitis virus; Immunogenicity; Neutralization; Serotype; 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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0002494434,0.0003230401,0.0005435357,0.0001632268,0.0005524876,0.00006689293,0.0001970172,0.00005013287,0.001274394],"category_scores_gemma":[0.00008718479,0.0003108851,0.0003341829,0.0002610202,0.0001448327,0.000062214,0.0001972687,0.000381098,0.0001150756],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001116304,"about_ca_system_score_gemma":0.0001828128,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006952115,"about_ca_topic_score_gemma":0.00005463145,"domain_scores_codex":[0.9976606,0.0001199749,0.0004474816,0.0005616258,0.0005153277,0.0006950251],"domain_scores_gemma":[0.9988455,0.00007225569,0.0001664357,0.0005630177,0.00007215872,0.0002806909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.005617925,0.002450362,0.2508944,0.001055341,0.001688712,0.006994344,0.002297501,0.003886758,0.6518388,0.00881211,0.04195789,0.02250591],"study_design_scores_gemma":[0.01783997,0.004199958,0.6089554,0.0007740399,0.001733785,0.001115267,0.006036732,0.01221171,0.04807379,0.004494516,0.2916101,0.002954785],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9880511,0.002898328,0.00002050786,0.002965201,0.0002751589,0.001120555,0.000146856,0.0002828203,0.004239436],"genre_scores_gemma":[0.9921136,0.00006240948,0.0003607937,0.001154535,0.0003497011,0.0001417358,0.00006261117,0.00006703081,0.005687597],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.603765,"threshold_uncertainty_score":0.9999343,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02083787987616582,"score_gpt":0.2798790859661609,"score_spread":0.2590412060899951,"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."}}