{"id":"W2080422015","doi":"10.1371/journal.pone.0021522","title":"Improvement of the Trivalent Inactivated Flu Vaccine Using PapMV Nanoparticles","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Transgenic Plants and Applications","field":"Biochemistry, Genetics and Molecular Biology","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research","keywords":"Virology; Adjuvant; Viral matrix protein; Virus; Immunization; Influenza A virus; Immune system; Influenza vaccine; Antibody; Biology; Immunogenicity; Pandemic; Vaccination; Medicine; Immunology; Coronavirus disease 2019 (COVID-19)","routes":{"ca_aff":true,"ca_fund":true,"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":[0.00004010761,0.00005588642,0.0000736348,0.000007889243,0.00003976224,0.000002166632,0.0001203942,0.00003435149,0.00002872998],"category_scores_gemma":[0.000008684952,0.00003921918,0.00003335456,0.00005245833,0.00001883866,0.000001407528,0.00004280135,0.00002992962,0.000001492858],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00000519841,"about_ca_system_score_gemma":0.00002096863,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003972615,"about_ca_topic_score_gemma":0.00001327939,"domain_scores_codex":[0.9995818,0.00001045546,0.0001252006,0.000112997,0.00007399966,0.00009558898],"domain_scores_gemma":[0.9996404,0.00000237801,0.00005585596,0.0002422414,0.00003395967,0.00002516812],"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":[0.00003583491,0.0006034877,0.002924821,0.00001334553,0.00009380883,8.106088e-8,0.00003338196,0.000001130989,0.9959649,0.00004114926,0.00001767921,0.0002704139],"study_design_scores_gemma":[0.0002932978,0.00008741335,0.01279948,0.00001849241,0.00006325541,4.957762e-7,0.00001988102,0.00002830104,0.9864953,0.00004299454,0.00009948616,0.00005162874],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9993902,0.00007913343,0.0000746101,0.00005618507,0.00001077412,0.0001828175,0.00002655855,0.000004957029,0.0001747604],"genre_scores_gemma":[0.9990761,0.00004668091,0.0006939193,0.00005447286,0.00002435379,0.00001444156,0.000007306981,0.00000705482,0.00007562611],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009874656,"threshold_uncertainty_score":0.1599312,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0669991834707704,"score_gpt":0.2243464178506516,"score_spread":0.1573472343798812,"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."}}