{"id":"W4393129144","doi":"10.1016/j.addr.2024.115292","title":"Clinical perspective on topical vaccination strategies","year":2024,"lang":"en","type":"article","venue":"Advanced Drug Delivery Reviews","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"BC Children's Hospital; Canada's Michael Smith Genome Sciences Centre; University of British Columbia","funders":"","keywords":"Vaccination; Medicine; Adjuvant; Immunology; Immune system; Intensive care medicine","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":[0.001888115,0.0006383574,0.000641131,0.0008507943,0.0004221148,0.002251694,0.0006886359,0.002681831,0.01274833],"category_scores_gemma":[0.00267739,0.0001916702,0.0005943833,0.0005000334,0.001001343,0.002368845,0.001019047,0.004431779,0.006280809],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007167021,"about_ca_system_score_gemma":0.001097564,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004899171,"about_ca_topic_score_gemma":0.0007858145,"domain_scores_codex":[0.9991853,0.000289075,0.00007191233,0.0001274793,0.0002403029,0.00008601759],"domain_scores_gemma":[0.9983736,0.0007834705,0.0001367239,0.00007675393,0.0004679686,0.0001613625],"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":[0.0002280325,0.0001707359,0.0006053135,0.005809727,0.00006291927,0.001066416,0.0002225518,0.0003081373,0.00701614,0.02800959,0.1271611,0.8293394],"study_design_scores_gemma":[0.0000417394,0.0003480316,0.0005795088,0.003518541,0.00004141126,0.004088312,0.000135563,0.000121551,0.001280704,0.006221063,0.9836025,0.00002103273],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001364822,0.9316106,0.00345273,0.03010184,0.005831704,0.0000537699,0.00008446085,0.00007581361,0.02742422],"genre_scores_gemma":[0.01669175,0.928357,0.003855404,0.02704968,0.01346194,0.0001203399,0.0001634563,0.00004592151,0.0102545],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01274833,"threshold_uncertainty_score":0.04264742,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02846111768780235,"score_gpt":0.3600191272143884,"score_spread":0.3315580095265861,"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."}}