{"id":"W4412106793","doi":"10.1016/j.biopha.2025.118326","title":"Respiratory mucosal vaccines: Applications, delivery strategies and design considerations","year":2025,"lang":"en","type":"review","venue":"Biomedicine & Pharmacotherapy","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"Western University","funders":"","keywords":"Medicine; Intensive care medicine; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001089618,0.0008315278,0.001072694,0.001834943,0.0002684286,0.00137718,0.0006443135,0.001418516,0.002463087],"category_scores_gemma":[0.0007405077,0.000420293,0.000504604,0.001214764,0.0004964165,0.00175374,0.0005939574,0.00217838,0.001468009],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005709678,"about_ca_system_score_gemma":0.0009495544,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000900708,"about_ca_topic_score_gemma":0.001093008,"domain_scores_codex":[0.9996146,0.00006897684,0.00005189498,0.00007278442,0.0001510889,0.00004062789],"domain_scores_gemma":[0.9996872,0.0001637793,0.00005239541,0.000009564799,0.00006827976,0.00001880064],"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":[0.00007570125,0.0001202292,0.0001741746,0.02912718,0.00005094391,0.0002841955,0.0001357956,0.000801307,0.01367224,0.0118064,0.01154303,0.9322087],"study_design_scores_gemma":[0.00001155979,0.0002387242,0.0004011815,0.004153836,0.00006851766,0.001480447,0.00008386285,0.0001711316,0.003105321,0.002924453,0.9873397,0.00002108794],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002936891,0.9975207,0.000430037,0.0003874301,0.0001498106,0.00001221944,0.00001908773,0.00000679292,0.001180157],"genre_scores_gemma":[0.001359999,0.9969296,0.0006129013,0.0002152569,0.0001683357,0.00001679904,0.00002581628,0.000002056957,0.0006693093],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.002463087,"threshold_uncertainty_score":0.008239806,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1232506003032277,"score_gpt":0.4525860879327271,"score_spread":0.3293354876294994,"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."}}