{"id":"W2914729768","doi":"10.3389/fimmu.2019.00022","title":"Nanoparticle-Based Vaccines Against Respiratory Viruses","year":2019,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Respiratory viral infections research","field":"Medicine","cited_by":293,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université de Montréal; PROTEO; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Immunogenicity; Virology; Vaccination; Attenuated vaccine; Virus; Immune system; Respiratory tract; Biology; Immunology; Medicine; Virulence; Respiratory system","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005942364,0.0005431391,0.002837358,0.002111216,0.00008498554,0.00003543496,0.0004660044,0.0009526275,0.0001382243],"category_scores_gemma":[0.0006083375,0.0004580595,0.0005246865,0.001312964,0.0002899308,0.0001156441,0.0001626804,0.001500305,0.000901589],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008808207,"about_ca_system_score_gemma":0.001821139,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001939416,"about_ca_topic_score_gemma":0.00000753522,"domain_scores_codex":[0.9962248,0.0008577446,0.001129306,0.000741343,0.0002772305,0.0007696095],"domain_scores_gemma":[0.9978564,0.0002046092,0.0003162097,0.001376829,0.0001380282,0.0001079554],"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":[0.000195428,0.0002747561,0.006956211,0.007937836,0.0005399682,0.0002043766,0.00001109308,0.000006859778,0.0001904353,0.000032014,0.01452494,0.9691261],"study_design_scores_gemma":[0.001510177,0.0006548763,0.0001708142,0.004548806,0.0003135552,0.00002038284,0.0000195672,0.00001674593,0.0001597927,0.00001031696,0.9922125,0.0003625207],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001201617,0.9929882,0.00009555768,0.00002598512,0.002494203,0.001865121,0.0000175552,0.0001251503,0.001186641],"genre_scores_gemma":[0.00002732931,0.9970266,0.0004723373,0.00105305,0.0001836938,0.0004742598,0.00003765571,0.000142026,0.000583065],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9776875,"threshold_uncertainty_score":0.9998763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1074939400765039,"score_gpt":0.3964973667580707,"score_spread":0.2890034266815668,"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."}}