{"id":"W4388646675","doi":"10.20944/preprints202311.0739.v1","title":"Intranasally Delivered Adenoviral Vector Protects Chickens against Newcastle Disease Virus: Vaccine Manufacturing and Stability Assessments for Liquid and Lyophilized Formulations","year":2023,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Newcastle disease; Virology; Vaccination; Nasal administration; Context (archaeology); Virus; Viral vector; Medicine; Recombinant DNA; Biology; Gene","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0004736274,0.0005318013,0.0007800287,0.0002071774,0.0002993998,0.00003230413,0.0002211535,0.0004001284,0.0001811877],"category_scores_gemma":[0.000812542,0.0005168953,0.0002518523,0.00008173216,0.0001400233,0.0001827241,0.001223624,0.0007676326,0.00005723193],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001535801,"about_ca_system_score_gemma":0.0003486109,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001045302,"about_ca_topic_score_gemma":0.0000879684,"domain_scores_codex":[0.9970218,0.0001526535,0.0006514114,0.001359454,0.0002956263,0.0005190491],"domain_scores_gemma":[0.9978018,0.000181298,0.0002722347,0.0009862784,0.0001563296,0.0006020814],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.03636764,0.001691519,0.8291405,0.009675611,0.002096659,0.0002034152,0.001328931,0.0002684515,0.1168886,0.0002106449,0.00008502812,0.002043035],"study_design_scores_gemma":[0.003818954,0.0003077377,0.9632484,0.0003992546,0.0006555376,0.00000415217,0.00005736821,0.001352176,0.02729245,0.002288153,0.0001310146,0.000444783],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9913775,0.0002805384,0.0003641526,0.001357686,0.0002532721,0.005032938,0.0009087788,0.0003516857,0.0000733901],"genre_scores_gemma":[0.9965051,0.000422259,0.000377814,0.0003393879,0.0002306275,0.001033999,0.000844978,0.0000926822,0.0001531046],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1341079,"threshold_uncertainty_score":0.9997283,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1632857880300499,"score_gpt":0.3891511355868725,"score_spread":0.2258653475568226,"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."}}