{"id":"W3119534145","doi":"10.1016/j.biomaterials.2021.120672","title":"Self-assembled peptide nanorod vaccine confers protection against influenza A virus","year":2021,"lang":"en","type":"article","venue":"Biomaterials","topic":"Immunotherapy and Immune Responses","field":"Immunology and Microbiology","cited_by":40,"is_retracted":false,"has_abstract":false,"ca_institutions":"PROTEO; Université du Québec à Montréal","funders":"Natural Sciences and Engineering Research Council of Canada; International Development Research Centre","keywords":"Epitope; Virology; Peptide; Virus; Antigen; Adjuvant; Immune system; Materials science; Biology; Immunology; Biochemistry","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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0003796509,0.0002631697,0.0004479302,0.0001193686,0.0002832475,0.00008485938,0.0001770142,0.0003484956,0.001145325],"category_scores_gemma":[0.00009577968,0.0002362413,0.0001288841,0.0001916686,0.00002518394,0.00015844,0.00008734918,0.00003895149,0.001328037],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00007050297,"about_ca_system_score_gemma":0.0002042903,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00009717808,"about_ca_topic_score_gemma":0.00001917876,"domain_scores_codex":[0.9979282,0.0007350906,0.0005260837,0.000356089,0.00004029749,0.0004142208],"domain_scores_gemma":[0.9991265,0.000060312,0.0002039452,0.0004381339,0.0001518325,0.00001927982],"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":[0.001405113,0.0002004466,0.00005502471,0.00005416198,0.0004398475,0.00002209616,0.0003125294,3.947151e-7,0.9954864,0.00008038391,0.0006410608,0.001302582],"study_design_scores_gemma":[0.002447571,0.0001440396,0.001856088,0.0000478168,0.00003390124,0.0001300269,0.000153732,4.586747e-7,0.7905242,0.00001719964,0.2044162,0.0002288345],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.992123,0.004391957,0.00003777523,0.0001433903,0.002041231,0.0004438472,0.00003047458,0.0003476292,0.0004406819],"genre_scores_gemma":[0.9973624,0.0004810263,0.0001499197,0.0006059566,0.00006817858,0.000128325,0.00009076837,0.0000394836,0.001073897],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2049622,"threshold_uncertainty_score":0.9997678,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01891870715357197,"score_gpt":0.2551950192286614,"score_spread":0.2362763120750895,"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."}}