{"id":"W4399799471","doi":"10.1038/s41541-024-00899-9","title":"Mucosal bivalent live attenuated vaccine protects against human metapneumovirus and respiratory syncytial virus in mice","year":2024,"lang":"en","type":"article","venue":"npj Vaccines","topic":"Respiratory viral infections research","field":"Medicine","cited_by":23,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Agence Nationale de la Recherche; Government of Canada; Région Auvergne-Rhône-Alpes; Centre National de la Recherche Scientifique; Association Nationale de la Recherche et de la Technologie; Université Laval","keywords":"Human metapneumovirus; Virology; Bronchiolitis; Metapneumovirus; Bivalent (engine); Virus; Biology; Nasal administration; Human Parainfluenza Virus; Paramyxoviridae; Respiratory system; Immunology; Respiratory tract infections; Viral disease; Chemistry","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":[0.0002892466,0.0008066227,0.0003541108,0.0004599408,0.000124994,0.0003043854,0.0002955801,0.0006156197,0.0008002506],"category_scores_gemma":[0.0001314628,0.0002115281,0.0003538504,0.0001103983,0.0002101214,0.0003163696,0.0002274269,0.001040581,0.0002762564],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002360586,"about_ca_system_score_gemma":0.0002441285,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004758509,"about_ca_topic_score_gemma":0.0005841645,"domain_scores_codex":[0.9997653,0.00003433652,0.00001785391,0.00006711107,0.00004630569,0.00006903068],"domain_scores_gemma":[0.9998907,0.00001117398,0.00003655228,0.00001793426,0.0000120494,0.00003157712],"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":[0.0003356766,0.0002343492,0.0002151276,0.00004258128,0.00001261696,0.00002407118,0.0000136514,0.0001296579,0.9963841,0.00009937306,0.00005467309,0.002454201],"study_design_scores_gemma":[0.0001033195,0.008125282,0.004453224,0.00002924413,0.00007139934,0.0003032596,0.00003744022,0.00162861,0.9812414,0.00009665943,0.003902464,0.000007771439],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.991758,0.001882792,0.003814328,0.000131233,0.00008672668,0.0001246141,0.0005356511,0.00020627,0.001460191],"genre_scores_gemma":[0.9906719,0.001190124,0.003333695,0.000121625,0.00003610688,0.0001014815,0.0009379576,0.00003030104,0.003576768],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0008066227,"threshold_uncertainty_score":0.002677083,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04460518470034996,"score_gpt":0.3613063478122304,"score_spread":0.3167011631118805,"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."}}