{"id":"W3046343760","doi":"10.1021/acs.molpharmaceut.0c00383","title":"Engineered Nanoparticle Applications for Recombinant Influenza Vaccines","year":2020,"lang":"en","type":"review","venue":"Molecular Pharmaceutics","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":26,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University Medical Centre","funders":"National Institute of Allergy and Infectious Diseases; Office of the Director; National Institutes of Health","keywords":"Immunogenicity; Virology; Antigen; Recombinant DNA; Virus; Pandemic; Nanomedicine; Antigenic drift; Virus-like particle; Biology; Influenza A virus; Immunology; Medicine; Coronavirus disease 2019 (COVID-19); Nanoparticle; Nanotechnology; Infectious disease (medical specialty); Gene; Materials science; Disease","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0004164985,0.0008043644,0.0007833588,0.002096378,0.0002074888,0.0007402061,0.0005175496,0.0011256,0.004449256],"category_scores_gemma":[0.0003634127,0.0002713967,0.0006537442,0.001300605,0.0003043517,0.0008783969,0.0005856457,0.001278997,0.002454613],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005274605,"about_ca_system_score_gemma":0.000722449,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008275838,"about_ca_topic_score_gemma":0.00109154,"domain_scores_codex":[0.9998313,0.00002971922,0.00001610262,0.00003247881,0.00007189765,0.00001843621],"domain_scores_gemma":[0.9998908,0.00005341896,0.00002010601,0.000004060218,0.00002374615,0.000007841673],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000684923,0.000116069,0.0001077899,0.02855584,0.0000920872,0.0003594503,0.000092034,0.000654547,0.02914988,0.01117538,0.01791751,0.911711],"study_design_scores_gemma":[0.00001232354,0.0001015744,0.00023295,0.002206945,0.00007249342,0.0007662139,0.00002652563,0.0001148145,0.004129304,0.001640155,0.9906845,0.00001206981],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003311614,0.9960213,0.0004969369,0.0001369821,0.0002034029,0.00001506016,0.00002391914,0.00001323575,0.002758047],"genre_scores_gemma":[0.002744466,0.9933847,0.0009366672,0.0001994228,0.0000890239,0.00002941229,0.00005831642,0.00000423028,0.002553795],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.004449256,"threshold_uncertainty_score":0.01488423,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2369184314394203,"score_gpt":0.502895530136187,"score_spread":0.2659770986967667,"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."}}