{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001376982,0.001025989,0.001042073,0.0005169511,0.0003865462,0.001215683,0.0007880176,0.0007797445,0.001628665],"category_scores_gemma":[0.0009818452,0.0004824593,0.0009506303,0.0006058479,0.0002654934,0.0007244615,0.0006952242,0.001858145,0.003225778],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005056476,"about_ca_system_score_gemma":0.0006050114,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00105448,"about_ca_topic_score_gemma":0.001418953,"domain_scores_codex":[0.9990175,0.0001285139,0.0001604854,0.0001985533,0.0003812028,0.0001136795],"domain_scores_gemma":[0.9995772,0.0001091797,0.00006038644,0.00006005122,0.0001509871,0.00004209747],"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":[0.0000483088,0.00008506586,0.000116798,0.0001674716,0.000009499277,0.000105907,0.00009838468,0.0004602044,0.9944536,0.0002434078,0.0001878992,0.004023435],"study_design_scores_gemma":[0.00001485084,0.0002733648,0.0003915475,0.00003138997,0.00002255443,0.00008945035,0.00004466646,0.002078219,0.9898779,0.0001619245,0.006992063,0.00002200558],"study_design_candidate":"bench_or_experimental","study_design_consensus":"bench_or_experimental","genre_codex":"methods","genre_gemma":"empirical","genre_scores_codex":[0.3299077,0.003287561,0.6392927,0.000464099,0.0008767594,0.005365629,0.005035115,0.003322634,0.0124478],"genre_scores_gemma":[0.4225818,0.006448555,0.5387693,0.0003552479,0.000137136,0.006075984,0.01324863,0.0008132132,0.01157017],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.001628665,"threshold_uncertainty_score":0.007282317,"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."}}