{"id":"W2565908403","doi":"10.1080/21645515.2016.1239668","title":"Current prospects and future challenges for nasal vaccine delivery","year":2016,"lang":"en","type":"review","venue":"Human Vaccines & Immunotherapeutics","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":150,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Queen's University; Queen's University Belfast","keywords":"Medicine; Nasal administration; Delivery system; Healthcare delivery; Business; Intensive care medicine; Health care; Immunology; Pharmacology; Political science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00270566,0.0006756989,0.001435154,0.00208661,0.0004343789,0.002311916,0.001159483,0.002653303,0.00873952],"category_scores_gemma":[0.003106741,0.0003512261,0.0009229647,0.001812163,0.001029297,0.004483913,0.001176706,0.002765551,0.002859609],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009392299,"about_ca_system_score_gemma":0.003472543,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001609707,"about_ca_topic_score_gemma":0.002293758,"domain_scores_codex":[0.9994522,0.0001438759,0.00009448617,0.00008283528,0.0001633866,0.00006328642],"domain_scores_gemma":[0.9978249,0.00126993,0.0002209909,0.00004767867,0.0004825144,0.0001540498],"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":[0.00008839284,0.0001110001,0.000329461,0.02570727,0.00005993331,0.0003393489,0.0001999964,0.0004490041,0.001075285,0.01510509,0.04323613,0.9132991],"study_design_scores_gemma":[0.00001393761,0.00009273578,0.0004531532,0.009712536,0.00007251983,0.001028425,0.0003462295,0.0001629942,0.0002312403,0.008347654,0.9795124,0.00002607407],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00008152387,0.9965262,0.0001480048,0.002214751,0.0003066485,0.000003126733,0.00001101418,0.000006680288,0.0007020643],"genre_scores_gemma":[0.0006347499,0.997821,0.0002622562,0.0005669401,0.0003594931,0.000006557271,0.00001587,0.000001592334,0.0003315349],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.00873952,"threshold_uncertainty_score":0.02923661,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1085921710810035,"score_gpt":0.4114131552102938,"score_spread":0.3028209841292903,"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."}}