{"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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0007595582,0.000384896,0.0005902053,0.001187438,0.0001825441,0.00015182,0.0001680324,0.0002367697,0.0002995178],"category_scores_gemma":[0.0003874487,0.000319373,0.0001287588,0.001173965,0.00005217748,0.0003401732,0.0001873205,0.0009010534,0.0003677448],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002676157,"about_ca_system_score_gemma":0.0002448012,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004456389,"about_ca_topic_score_gemma":0.0008533964,"domain_scores_codex":[0.9972413,0.0002751399,0.0006666651,0.0007923917,0.00045753,0.0005669413],"domain_scores_gemma":[0.998845,0.0001528539,0.00007213428,0.0004512206,0.0002076643,0.0002711078],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.0003948546,0.0002980282,0.02422879,0.0007859572,0.0002072233,0.001348078,0.0002812085,0.00001943424,0.9531605,0.0001428587,0.003344138,0.01578894],"study_design_scores_gemma":[0.009718561,0.005049289,0.5082937,0.001975395,0.0002943144,0.0003422432,0.0003407116,0.002943535,0.4135322,0.0004077301,0.05568708,0.001415257],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9891462,0.00665171,0.00001327411,0.0006351563,0.0002742392,0.001529799,0.000017378,0.0003555076,0.001376709],"genre_scores_gemma":[0.9973484,0.0002900913,0.00005397668,0.0006138419,0.0006058066,0.00028737,0.00001678302,0.00009530236,0.0006884448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.5396283,"threshold_uncertainty_score":0.9999259,"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."}}