{"id":"W2975478878","doi":"10.1101/781302","title":"Strain-dependent impact of G and SH deletions provide new insights for live-attenuated HMPV vaccine development","year":2019,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Respiratory viral infections research","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"Canadian Institutes of Health Research; Région Auvergne-Rhône-Alpes; Université Claude Bernard Lyon 1","keywords":"Human metapneumovirus; Virology; Immunogenicity; Biology; Strain (injury); Heterologous; Attenuated vaccine; Phenotype; Recombinant DNA; Metapneumovirus; Pathogen; Virus; Microbiology; Gene; Genetics; Respiratory system; Virulence; Respiratory tract infections; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002078728,0.0004209153,0.0002122422,0.0001512557,0.00006300626,0.0002460481,0.0001728876,0.0003127604,0.0009412384],"category_scores_gemma":[0.0001169928,0.00008529557,0.0002094744,0.00008515952,0.0001602564,0.0004333715,0.0001659158,0.0005169664,0.0002007542],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001385312,"about_ca_system_score_gemma":0.0001934491,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0004001826,"about_ca_topic_score_gemma":0.0004431139,"domain_scores_codex":[0.9999167,0.00002097842,0.000006360376,0.00001404155,0.00001846639,0.00002347756],"domain_scores_gemma":[0.9999195,0.00002287362,0.00002341971,0.000009139649,0.0000133758,0.00001170109],"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":[0.00006263446,0.0000287341,0.00099761,0.00006029152,0.000004581711,0.00004438717,0.00001042168,0.0002026577,0.9950134,0.0001474822,0.00004659398,0.003381142],"study_design_scores_gemma":[0.00002204531,0.001274344,0.02088955,0.00004133342,0.00006385572,0.0005713728,0.0001550896,0.003677649,0.9651873,0.0005778842,0.007526199,0.0000133283],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9824577,0.006345867,0.008546594,0.0003265966,0.00003147114,0.00006911634,0.0005392924,0.00009950874,0.001583842],"genre_scores_gemma":[0.9903627,0.002799382,0.005226083,0.0001323201,0.00001355168,0.00002499946,0.0005860641,0.00001767201,0.0008371295],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0009412384,"threshold_uncertainty_score":0.003148794,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04075080381483296,"score_gpt":0.3157360183140482,"score_spread":0.2749852144992153,"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."}}