{"id":"W6940146728","doi":"10.6084/m9.figshare.c.6656344.v1","title":"Detoxified synthetic bacterial membrane vesicles as a vaccine platform against bacteria and SARS-CoV-2","year":2023,"lang":"en","type":"other","venue":"Figshare","topic":"Mycorrhizal Fungi and Plant Interactions","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Bacteria; Escherichia coli; Pseudomonas aeruginosa; Vesicle; Immune system; Immunization; Bacterial outer membrane; Bacterial cell structure","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":[0.0001467622,0.0003154901,0.000191306,0.0001952057,0.0001134684,0.0003095554,0.0001951582,0.0002835488,0.001481193],"category_scores_gemma":[0.00007839085,0.00009073887,0.0002012143,0.0001194004,0.0001175256,0.0003069859,0.0002731828,0.0002560479,0.000692247],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000190924,"about_ca_system_score_gemma":0.0001430441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002200797,"about_ca_topic_score_gemma":0.0002400363,"domain_scores_codex":[0.9999386,0.00001240854,0.000004216813,0.00001006495,0.00001883841,0.0000158817],"domain_scores_gemma":[0.9999696,0.000003304278,0.00001075572,0.000003699141,0.000006471498,0.000006267416],"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":[0.00003024776,0.00001427994,0.00004002303,0.00003328015,0.000002603945,0.00003036499,0.000004315206,0.0001120772,0.9972053,0.0003683921,0.00004855172,0.002110625],"study_design_scores_gemma":[0.00001288777,0.0002058473,0.0005315827,0.000006500655,0.000008822244,0.00007403912,0.00001074862,0.0008129769,0.9913873,0.00008326721,0.006861554,0.000004414507],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9663023,0.004096891,0.02222857,0.000341652,0.0001514852,0.0001122927,0.0004650953,0.0003059133,0.005995837],"genre_scores_gemma":[0.9748408,0.001818602,0.01246618,0.0001041793,0.000019142,0.00005607303,0.0007585368,0.00005583429,0.009880673],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.001481193,"threshold_uncertainty_score":0.004955113,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03351257822264593,"score_gpt":0.2374724696534071,"score_spread":0.2039598914307612,"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."}}