{"id":"W4387741822","doi":"10.3389/fvets.2023.1209597","title":"Development of a multivalent adjuvanted inactivated vaccine against variant arthrotropic avian reoviruses","year":2023,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; University of Saskatchewan","funders":"Natural Sciences and Engineering Research Council of Canada; Chicken Farmers of Saskatchewan; Ministry of Agriculture - Saskatchewan","keywords":"Heterologous; Broiler; Virology; Biology; Antigen; Genotype; Immunization; Antibody; Inactivated vaccine; Homologous chromosome; Virus; Veterinary medicine; Medicine; Immunology; Gene; Genetics; Animal science","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":[0.0009356089,0.0001519558,0.0004497885,0.001114634,0.0001245258,0.000009738066,0.0003106153,0.00005529463,0.00002009309],"category_scores_gemma":[0.0006926644,0.0001312785,0.00004950121,0.002005527,0.0003687776,0.0002157238,0.0002718976,0.0002223637,0.00002407743],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000266898,"about_ca_system_score_gemma":0.0004283577,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0000233456,"about_ca_topic_score_gemma":0.000005259013,"domain_scores_codex":[0.9977927,0.0001067337,0.0005126444,0.0004489893,0.0004177164,0.0007212035],"domain_scores_gemma":[0.9992333,0.00001614856,0.0001013632,0.0003158749,0.00009881188,0.0002345151],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001551704,0.0002571439,0.1562929,0.0001700863,0.00003801187,0.00146778,0.0008168529,0.00005646164,0.7867156,0.000011951,0.001562321,0.05105915],"study_design_scores_gemma":[0.0021879,0.001806495,0.9763988,0.0005378202,0.000004144936,0.0001211893,0.0008606961,0.007962837,0.004207849,0.00002944249,0.005734087,0.0001486861],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.996519,0.00008998741,0.001927597,0.0003080077,0.0004727437,0.0003818936,0.000007908989,0.00006943656,0.0002234736],"genre_scores_gemma":[0.9482086,0.0002344166,0.05116824,0.0001250766,0.00002327168,0.00003343774,0.00002097886,0.00001179516,0.0001741973],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.8201059,"threshold_uncertainty_score":0.535338,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05387107190258496,"score_gpt":0.3418170529191171,"score_spread":0.2879459810165322,"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."}}