{"id":"W3212427639","doi":"10.3390/vaccines9111335","title":"Process Development for Newcastle Disease Virus-Vectored Vaccines in Serum-Free Vero Cell Suspension Cultures","year":2021,"lang":"en","type":"article","venue":"Vaccines","topic":"Virus-based gene therapy research","field":"Biochemistry, Genetics and Molecular Biology","cited_by":28,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; McGill University","funders":"Fonds de Recherche du Québec - Santé; National Research Council Canada; Mitacs; Canada Research Chairs","keywords":"Vero cell; Newcastle disease; Virology; Titer; Embryonated; Virus; Biology; Microbiology","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":[0.0001567206,0.0002293817,0.0001989679,0.00007318903,0.0001129638,0.00004179924,0.0003469991,0.0001121053,0.0001024151],"category_scores_gemma":[0.0002257122,0.0002038651,0.00008714583,0.000234202,0.00001012894,0.000009182452,0.0001920003,0.00008144851,0.00001229977],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000276688,"about_ca_system_score_gemma":0.0004443987,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000124621,"about_ca_topic_score_gemma":0.002736831,"domain_scores_codex":[0.9985409,0.00006491078,0.0002634216,0.0005479169,0.0001845465,0.0003982728],"domain_scores_gemma":[0.998907,0.0000219288,0.00005866616,0.0005337204,0.000318917,0.0001597723],"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":[0.003984453,0.0002894426,0.009002486,0.0002024752,0.00004052091,0.00002900504,0.0001535974,0.0003526459,0.9769647,0.000003547938,0.006301043,0.002676043],"study_design_scores_gemma":[0.002436469,0.0003040702,0.02235527,0.00002947026,0.00001214417,0.000003251278,0.0001177069,0.00006229632,0.9619687,0.0001441899,0.01228604,0.0002803958],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9951579,0.003443944,0.00005336779,0.0006275114,0.0001301607,0.0004311949,0.00004925207,0.00002087652,0.00008581894],"genre_scores_gemma":[0.9960016,0.0003214552,0.0004981578,0.0002982864,0.0003092728,0.0001586829,0.0003768321,0.00005123604,0.001984468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01499604,"threshold_uncertainty_score":0.8313377,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02041643112917704,"score_gpt":0.311851281551359,"score_spread":0.291434850422182,"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."}}