{"id":"W4388213537","doi":"10.21203/rs.3.rs-3486319/v1","title":"New mucosal bivalent live-attenuated vaccine is protective against Human Metapneumovirus and Respiratory Syncytial Virus","year":2023,"lang":"en","type":"preprint","venue":"Research Square","topic":"Respiratory viral infections research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Région Auvergne-Rhône-Alpes; Canadian Institutes of Health Research; Association Nationale de la Recherche et de la Technologie; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Agence Nationale de la Recherche","keywords":"Human metapneumovirus; Virology; Bronchiolitis; Metapneumovirus; Bivalent (engine); Virus; Nasal administration; Biology; Human Parainfluenza Virus; Respiratory system; Immunology; Respiratory tract infections; 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":[0.0001684819,0.0004137986,0.0003195952,0.0001567015,0.000131793,0.0003055394,0.0002576478,0.000426152,0.002202882],"category_scores_gemma":[0.000154152,0.0001321957,0.0002409379,0.00009626806,0.0001701316,0.0001945384,0.0002493483,0.0006411285,0.0004418304],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001935982,"about_ca_system_score_gemma":0.0001418323,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003973877,"about_ca_topic_score_gemma":0.0003644467,"domain_scores_codex":[0.9999027,0.00001384501,0.000005028292,0.00002680443,0.00002018115,0.00003144503],"domain_scores_gemma":[0.9999561,0.000007059061,0.000007652432,0.000005878782,0.000008591774,0.00001473256],"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":[0.0004605449,0.0001614942,0.0006626785,0.00006049817,0.00001963723,0.0000499205,0.00001884072,0.000207029,0.9884081,0.0002066487,0.000334379,0.009410067],"study_design_scores_gemma":[0.0003137583,0.007062622,0.02050436,0.00003641918,0.0002296153,0.001251907,0.0001159074,0.006176665,0.9468138,0.0006193971,0.01686233,0.0000133228],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9899059,0.001543077,0.005256169,0.0002277557,0.0001572925,0.00006546565,0.0003759868,0.000116592,0.002351767],"genre_scores_gemma":[0.9902559,0.0005975527,0.003389775,0.0001447674,0.00004525366,0.00003280797,0.00107955,0.0000283916,0.004426101],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.002202882,"threshold_uncertainty_score":0.007369339,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1894063804997821,"score_gpt":0.468306253207447,"score_spread":0.2788998727076649,"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."}}