{"id":"W4308183420","doi":"10.1073/pnas.2206333119","title":"Assessment of a quadrivalent nucleoside-modified mRNA vaccine that protects against group 2 influenza viruses","year":2022,"lang":"en","type":"article","venue":"Proceedings of the National Academy of Sciences","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acuitas Therapeutics (Canada)","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Immunogenicity; Virology; Hemagglutinin (influenza); Nucleoprotein; Neuraminidase; Virus; Antigen; Biology; Influenza A virus; Vaccination; Influenza vaccine; Immune system; Antigenic drift; 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":[0.002867569,0.0001520087,0.0003890137,0.0004328357,0.0004883681,0.00001534393,0.0008542087,0.00005321334,0.00004330864],"category_scores_gemma":[0.001544536,0.0001018508,0.0001555952,0.001202804,0.0006744337,0.0002617167,0.000828574,0.0004725082,5.879347e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001947703,"about_ca_system_score_gemma":0.0001429885,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002709313,"about_ca_topic_score_gemma":1.456974e-7,"domain_scores_codex":[0.9949961,0.00002615456,0.0005714336,0.0003276501,0.003801032,0.0002775851],"domain_scores_gemma":[0.9983224,0.0001933522,0.0007813286,0.00002340241,0.000616908,0.00006256919],"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":[0.0002789049,0.0004664396,0.1506814,0.0006643194,0.0001743476,7.741445e-8,0.0005133381,0.0008548577,0.7983024,0.04601183,0.0015328,0.0005192993],"study_design_scores_gemma":[0.001709894,0.0006525415,0.7146423,0.0003198104,0.00004358209,0.000007877178,0.001099349,0.001726984,0.2687755,0.007780228,0.003075359,0.0001665684],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9850852,0.0003489442,6.216999e-7,0.001652393,0.00002625374,0.0009844475,0.0000422943,0.00002066381,0.01183914],"genre_scores_gemma":[0.9966297,0.0000574419,0.001404353,0.001636373,0.00006192791,0.0001556024,1.848602e-7,0.000009062086,0.00004538548],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5639609,"threshold_uncertainty_score":0.4153353,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1709195734833343,"score_gpt":0.4255608625779924,"score_spread":0.2546412890946581,"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."}}