{"id":"W3037532737","doi":"10.3390/vaccines8020338","title":"Establishing a Robust Manufacturing Platform for Recombinant Veterinary Vaccines: An Adenovirus-Vector Vaccine to Control Newcastle Disease Virus Infections of Poultry in Sub-Saharan Africa","year":2020,"lang":"en","type":"article","venue":"Vaccines","topic":"Virology and Viral Diseases","field":"Medicine","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"International Development Research Centre","keywords":"Newcastle disease; Virology; Vector (molecular biology); Veterinary medicine; Disease control; Disease; Virus; Recombinant DNA; Biology; Medicine","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0001714865,0.0003494887,0.0007079841,0.0003504038,0.0001490288,0.00003589253,0.00022111,0.0001420501,0.0001780789],"category_scores_gemma":[0.0008627342,0.0003046796,0.000208435,0.0004173117,0.0000111363,0.0005942575,0.0000855917,0.0002547806,0.00002496757],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006796268,"about_ca_system_score_gemma":0.0001332093,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001656283,"about_ca_topic_score_gemma":0.0001348398,"domain_scores_codex":[0.9980742,0.00006223868,0.000630497,0.0005707444,0.0001588961,0.0005033888],"domain_scores_gemma":[0.9983845,0.0002593506,0.000157562,0.0003896976,0.0001088459,0.0007000037],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.1217435,0.007475844,0.4680461,0.004545778,0.0008448685,0.0009847106,0.002582338,0.009282976,0.325043,0.0001592885,0.03893599,0.02035558],"study_design_scores_gemma":[0.01547038,0.007080232,0.9550715,0.0004383969,0.0006493526,0.00004394791,0.000398964,0.003638773,0.007657866,0.0002534737,0.008646442,0.0006506479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9924369,0.001164324,0.0008718701,0.003218678,0.0003077051,0.001521771,0.0002864081,0.0001538839,0.00003845909],"genre_scores_gemma":[0.9974262,0.0001544732,0.0002522354,0.001243996,0.0004372316,0.0002578163,0.0001167074,0.00006425477,0.0000470568],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4870254,"threshold_uncertainty_score":0.9999405,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06189518889366167,"score_gpt":0.2937360855160177,"score_spread":0.231840896622356,"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."}}