{"id":"W4311441459","doi":"10.1126/sciadv.adc9937","title":"A universal influenza mRNA vaccine candidate boosts T cell responses and reduces zoonotic influenza virus disease in ferrets","year":2022,"lang":"en","type":"article","venue":"Science Advances","topic":"Influenza Virus Research Studies","field":"Medicine","cited_by":66,"is_retracted":false,"has_abstract":true,"ca_institutions":"Acuitas Therapeutics (Canada)","funders":"National Institute of Allergy and Infectious Diseases","keywords":"Virology; Virus; Disease; Biology; Influenza A virus; Immunology; Medicine; 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":[0.000187888,0.0003621046,0.0003759065,0.0001749484,0.0001339369,0.0002117196,0.0002000055,0.0003376971,0.0008991178],"category_scores_gemma":[0.0002340093,0.00008322561,0.0001841884,0.0000497381,0.0003106223,0.0002853666,0.000128586,0.0004714522,0.0001263854],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003671575,"about_ca_system_score_gemma":0.0002227118,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000641373,"about_ca_topic_score_gemma":0.001169487,"domain_scores_codex":[0.9999163,0.00001321025,0.00000601769,0.0000233262,0.0000127265,0.00002848212],"domain_scores_gemma":[0.9999248,0.00001360902,0.00001750433,0.000006974207,0.00001195819,0.00002515833],"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":[0.000492239,0.0001545173,0.0006351293,0.00005464622,0.000007448123,0.00006997208,0.00001706851,0.0002483019,0.9932926,0.00005780335,0.00006331151,0.00490701],"study_design_scores_gemma":[0.0001999525,0.01319347,0.0113197,0.00002096029,0.00008075831,0.0004506098,0.00007083907,0.00193706,0.970726,0.0001257437,0.001865415,0.00000949853],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9977933,0.0004923627,0.001105232,0.00007943804,0.00003176351,0.000043313,0.00003906698,0.00004439849,0.0003711678],"genre_scores_gemma":[0.9970273,0.0003075579,0.001623998,0.00006261041,0.00002198538,0.00005636809,0.0001019027,0.000007191676,0.0007910553],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008991178,"threshold_uncertainty_score":0.003007829,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03962615625354681,"score_gpt":0.3700561517961484,"score_spread":0.3304299955426016,"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."}}