{"id":"W2335850096","doi":"10.1038/srep24931","title":"Glycoengineered Outer Membrane Vesicles: A Novel Platform for Bacterial Vaccines","year":2016,"lang":"en","type":"article","venue":"Scientific Reports","topic":"Bacterial Infections and Vaccines","field":"Immunology and Microbiology","cited_by":134,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe; Université de Montréal; University of Alberta","funders":"","keywords":"Glycan; Microbiology; Campylobacter jejuni; Antibiotics; Human pathogen; Biology; Pathogen; Streptococcus pneumoniae; Bacterial outer membrane; Escherichia coli; Bacteria; Gene; Genetics","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":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005015878,0.0001760816,0.0002511934,0.0001540342,0.0003196397,0.0001092183,0.0001161107,0.0001703576,0.001397925],"category_scores_gemma":[0.0001907008,0.0001091533,0.00014686,0.0001523461,0.00009325986,0.0003014212,0.00005726843,0.00004859061,0.0001408924],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003066148,"about_ca_system_score_gemma":0.00007389921,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002093389,"about_ca_topic_score_gemma":0.00002850064,"domain_scores_codex":[0.9985496,0.00001211973,0.0004760525,0.0005492269,0.00002457473,0.0003883772],"domain_scores_gemma":[0.9989389,0.00008974061,0.0001903159,0.0005631161,0.0001826399,0.00003527212],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"bench_or_experimental","study_design_scores_codex":[0.0001096521,0.0000639427,0.0001925859,0.00001288764,0.00006266132,0.000003073085,0.00005697933,5.28865e-7,0.9769242,0.000219381,0.01830383,0.004050319],"study_design_scores_gemma":[0.000983867,0.00005536578,0.0004866957,0.00002202071,0.00002370506,0.0003821504,0.00001104641,9.137339e-7,0.5148868,0.0004488963,0.482557,0.0001415359],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.955538,0.0000635321,0.002211356,0.0003782544,0.04103128,0.0004202651,0.00005698962,0.000143231,0.0001571017],"genre_scores_gemma":[0.9842022,0.00000397355,0.0002887425,0.00001294528,0.0004092929,0.00008813813,0.0001779417,0.00002271718,0.01479403],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4642532,"threshold_uncertainty_score":0.9995149,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01938905604613117,"score_gpt":0.2392778575918147,"score_spread":0.2198888015456835,"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."}}