{"id":"W4406346892","doi":"10.1002/wnan.70000","title":"Pulmonary Delivery of Nonviral Nucleic Acid‐Based Vaccines With Spotlight on Gold Nanoparticles","year":2025,"lang":"en","type":"review","venue":"Wiley Interdisciplinary Reviews Nanomedicine and Nanobiotechnology","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"Canadian Institutes of Health Research; Natural Sciences and Engineering Research Council of Canada; Canada Research Chairs","keywords":"Nucleic acid; Colloidal gold; Nanotechnology; Nanoparticle; Medicine; Virology; Engineering; Materials science; Biology; Biochemistry","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"],"consensus_categories":[],"category_scores_codex":[0.0007205967,0.001175364,0.006000401,0.002221108,0.0001569324,0.00001851895,0.0007967603,0.001251978,0.00003218853],"category_scores_gemma":[0.0001657762,0.000707647,0.0008110092,0.00224256,0.0009241275,0.0001010437,0.001026897,0.00148147,0.000106849],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002251256,"about_ca_system_score_gemma":0.0007655783,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000009902366,"about_ca_topic_score_gemma":0.000008232157,"domain_scores_codex":[0.9950315,0.0002758886,0.002015739,0.001393621,0.0004529995,0.0008302068],"domain_scores_gemma":[0.9967559,0.0003812775,0.0008583717,0.001707743,0.0001751474,0.0001215736],"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":[0.0008252643,0.0006174037,0.0001154275,0.0610037,0.0003272922,0.0009034057,0.00003337852,1.657355e-8,0.004915286,0.00006827503,0.001908015,0.9292825],"study_design_scores_gemma":[0.00141575,0.004756371,0.000008864243,0.145352,0.001967898,0.001100463,0.00005290684,0.00001734671,0.005085947,0.00004165461,0.8396733,0.0005274495],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.004552646,0.9890133,0.00001263075,0.001257792,0.0002481485,0.003393999,0.00006552493,0.0001908166,0.001265197],"genre_scores_gemma":[0.001214429,0.9929261,0.0002415416,0.004456528,0.0001954125,0.000555477,0.00007666741,0.0001171698,0.0002167124],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9287551,"threshold_uncertainty_score":0.9995375,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03243020683438121,"score_gpt":0.3493237926015092,"score_spread":0.316893585767128,"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."}}