{"id":"W2982551060","doi":"10.3390/vaccines7040164","title":"Strain-Dependent Impact of G and SH Deletions Provide New Insights for Live-Attenuated HMPV Vaccine Development","year":2019,"lang":"en","type":"article","venue":"Vaccines","topic":"Respiratory viral infections research","field":"Medicine","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval; Centre hospitalier universitaire de Québec","funders":"Canadian Institutes of Health Research; Région Auvergne-Rhône-Alpes","keywords":"Human metapneumovirus; Virology; Immunogenicity; Biology; Strain (injury); Attenuated vaccine; Heterologous; Metapneumovirus; Phenotype; Recombinant DNA; Virus; Pathogen; Microbiology; Gene; Genetics; Virulence; Respiratory tract infections; Respiratory system; Immune system","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":[],"consensus_categories":[],"category_scores_codex":[0.0001673716,0.0001813868,0.0003732007,0.0003424951,0.00007622629,0.0000267596,0.0000859126,0.00009328635,0.0005235768],"category_scores_gemma":[0.0002031336,0.000130902,0.00009508899,0.0002837936,0.000009804092,0.0001487789,0.00006185045,0.0001398735,0.00007909341],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001304554,"about_ca_system_score_gemma":0.0006776506,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002798179,"about_ca_topic_score_gemma":0.0002090522,"domain_scores_codex":[0.9987781,0.00003289033,0.00040704,0.0002972957,0.0002141218,0.0002705196],"domain_scores_gemma":[0.9989058,0.0001156644,0.0001020657,0.0002942266,0.0003655495,0.0002166543],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00152213,0.0005597587,0.5178205,0.0006979067,0.0008207046,0.00001617816,0.001075634,0.000235659,0.3987809,0.0002149387,0.009339292,0.06891638],"study_design_scores_gemma":[0.00597917,0.002404174,0.9547773,0.000183345,0.00008433018,0.00005819492,0.0001316503,0.0006301383,0.02428138,0.000157485,0.01106912,0.0002437056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966565,0.0005037998,0.0004013809,0.00035526,0.00006100016,0.001679681,0.00001580896,0.00005198052,0.0002745524],"genre_scores_gemma":[0.9948127,0.00004980189,0.001203989,0.00007033667,0.0001152932,0.00006423415,0.0000428934,0.00003176367,0.003609029],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4369568,"threshold_uncertainty_score":0.5732799,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04457464336479283,"score_gpt":0.3612382559114281,"score_spread":0.3166636125466352,"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."}}