{"id":"W3084023079","doi":"10.3389/fimmu.2020.557809","title":"Advancing Immunotherapeutic Vaccine Strategies Against Pulmonary Tuberculosis","year":2020,"lang":"en","type":"review","venue":"Frontiers in Immunology","topic":"Tuberculosis Research and Epidemiology","field":"Medicine","cited_by":16,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Natural Sciences and Engineering Research Council of Canada; Canadian Institutes of Health Research","keywords":"Medicine; Intensive care medicine; Disease; Tuberculosis; Tuberculosis vaccines; Immunology; Mycobacterium tuberculosis; Internal medicine","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0008522889,0.0006196813,0.001023519,0.0017138,0.0002136686,0.0009370436,0.0007558384,0.001159653,0.005363024],"category_scores_gemma":[0.001050911,0.0002481302,0.0005909867,0.001092774,0.0003133594,0.001406407,0.00067689,0.002165609,0.002300398],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005869455,"about_ca_system_score_gemma":0.0012369,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006482114,"about_ca_topic_score_gemma":0.001219391,"domain_scores_codex":[0.9997626,0.00005419821,0.00003199482,0.00002979613,0.00008756541,0.00003382002],"domain_scores_gemma":[0.9996125,0.0002006499,0.00004858063,0.00001139535,0.0000959173,0.00003088161],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006919136,0.00007879311,0.0001370774,0.02503342,0.00009155986,0.0001376754,0.00006738201,0.0003159757,0.002745265,0.006424369,0.0319931,0.9329062],"study_design_scores_gemma":[0.00001567372,0.00009907239,0.000443836,0.005070228,0.00009452058,0.0004937678,0.00004514288,0.0000712132,0.0005034846,0.001921243,0.9912316,0.00001025663],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001129198,0.997988,0.0001493723,0.0004286156,0.0003410878,0.000008058597,0.00001964684,0.000008697562,0.0009435571],"genre_scores_gemma":[0.0005975314,0.9981241,0.0002429452,0.0003135004,0.0001806375,0.000009964085,0.00003194363,0.0000015002,0.0004979027],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.005363024,"threshold_uncertainty_score":0.01794106,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02422920345953,"score_gpt":0.3337864243707114,"score_spread":0.3095572209111814,"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."}}