{"id":"W2017023595","doi":"10.1016/j.vaccine.2015.03.096","title":"Advances and challenges in mucosal adjuvant technology","year":2015,"lang":"en","type":"review","venue":"Vaccine","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":69,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Ottawa; University of Ontario Institute of Technology; Carleton University; Public Health Ontario; McMaster University","funders":"","keywords":"Adjuvant; Immune system; Immunology; Antigen; Medicine; Mucosal immunity; Vaccine adjuvant; Vaccination; Mucosal immunology; Immunity","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004220559,0.000449575,0.001994056,0.000799157,0.00005954819,0.000007739362,0.0003571211,0.0009422263,0.00012928],"category_scores_gemma":[0.0001098339,0.0003317283,0.0001211485,0.0003364889,0.00005953246,0.00009590554,0.0001793176,0.0006868026,0.0003346309],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000597518,"about_ca_system_score_gemma":0.0001696724,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000008819216,"about_ca_topic_score_gemma":0.00002894485,"domain_scores_codex":[0.998126,0.0003678739,0.0005753039,0.0004766908,0.00002553011,0.0004285559],"domain_scores_gemma":[0.9990347,0.0001943866,0.0002414104,0.0004701549,0.00004389693,0.00001543458],"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":[0.0001032307,0.0000655634,0.000008474784,0.003085364,0.0001138905,0.00001684126,0.00005708885,1.900577e-8,0.0000262918,0.0002589209,0.0001984415,0.9960659],"study_design_scores_gemma":[0.001212091,0.0003015508,0.00001602278,0.003373119,0.0001220088,0.0006216983,0.0001199098,3.775493e-8,0.00002816122,0.0001770921,0.993688,0.0003402359],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00004100201,0.9980169,8.202363e-7,0.0003365142,0.0005581641,0.0004615577,0.00001973063,0.00009884564,0.0004664616],"genre_scores_gemma":[0.00002562774,0.9987072,0.00002083192,0.00001209049,0.00002967807,0.0001184983,0.00007721654,0.00004779962,0.0009610053],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9957256,"threshold_uncertainty_score":0.9999135,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05707813065714545,"score_gpt":0.3176378930690571,"score_spread":0.2605597624119116,"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."}}