{"id":"W2998033532","doi":"10.1080/14760584.2019.1692657","title":"Mucosal delivery of tuberculosis vaccines: a review of current approaches and challenges","year":2019,"lang":"en","type":"review","venue":"Expert Review of Vaccines","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":59,"is_retracted":false,"has_abstract":true,"ca_institutions":"Institute of Infection and Immunity","funders":"Wellcome Trust","keywords":"Tuberculosis; Tuberculosis vaccines; Medicine; Vaccination; Immunology; Mycobacterium tuberculosis; Intensive care medicine; Disease; Immune system; Pathology","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":[0.001216267,0.0009047045,0.001793071,0.002639725,0.0002424856,0.001114973,0.0009424418,0.00132101,0.003448907],"category_scores_gemma":[0.001594976,0.0003548197,0.0009329981,0.002277678,0.0003933395,0.001355775,0.0006286126,0.001817731,0.001297729],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006075079,"about_ca_system_score_gemma":0.001559247,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00123426,"about_ca_topic_score_gemma":0.002144001,"domain_scores_codex":[0.999649,0.00007523958,0.00006911196,0.00005165931,0.0001263795,0.0000284459],"domain_scores_gemma":[0.9990979,0.0005635693,0.0001240046,0.00001667378,0.0001586001,0.00003920389],"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":[0.00009833667,0.00008550795,0.0001389133,0.07537054,0.0001853403,0.000129865,0.00008347603,0.0003352243,0.001782088,0.00288037,0.0267801,0.8921303],"study_design_scores_gemma":[0.00003456225,0.0002242584,0.000723473,0.02674811,0.0004150668,0.0009261096,0.00008784952,0.0001070894,0.0005377195,0.00185504,0.9683099,0.00003068869],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00003779598,0.9994049,0.00004868885,0.0001996311,0.00009771784,0.000004097261,0.00001160218,0.000002869787,0.0001927454],"genre_scores_gemma":[0.0001912112,0.9994259,0.00009018379,0.0001186653,0.00007164397,0.00000460794,0.0000122441,5.156317e-7,0.0000850609],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003448907,"threshold_uncertainty_score":0.01153773,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2256024764240717,"score_gpt":0.4330883389544855,"score_spread":0.2074858625304138,"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."}}