{"id":"W4391316602","doi":"10.3390/vaccines12020134","title":"Advances in Poultry Vaccines: Leveraging Biotechnology for Improving Vaccine Development, Stability, and Delivery","year":2024,"lang":"en","type":"article","venue":"Vaccines","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":35,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"National Institute of Food and Agriculture; Clemson University; U.S. Department of Agriculture","keywords":"Biotechnology; Poultry farming; Business; Immunogenicity; Biology; Immune system; Immunology","routes":{"ca_aff":true,"ca_fund":false,"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":[0.001771267,0.0004840816,0.0005214208,0.001184238,0.0002224694,0.001132117,0.0003853062,0.0009756716,0.001531251],"category_scores_gemma":[0.0009855683,0.0002534752,0.0004315965,0.000778576,0.0006300086,0.001756948,0.0006301065,0.001953912,0.00070716],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006327064,"about_ca_system_score_gemma":0.0009420675,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005697664,"about_ca_topic_score_gemma":0.001193609,"domain_scores_codex":[0.9995467,0.0001286826,0.00004274361,0.00005949691,0.0001740966,0.00004826186],"domain_scores_gemma":[0.99937,0.0003093765,0.0001082218,0.00002593809,0.0001390554,0.00004751139],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001351628,0.0002498561,0.001007177,0.008207983,0.00008301319,0.0003376204,0.0002707137,0.001894156,0.1351306,0.01898166,0.008150724,0.8255515],"study_design_scores_gemma":[0.00004056541,0.001228777,0.002188527,0.002151435,0.000144947,0.001551719,0.0002841348,0.001438601,0.06355955,0.01091945,0.9164322,0.00005999639],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.006362004,0.9746792,0.0088997,0.004527179,0.0006132922,0.0000336286,0.00004474756,0.00004072754,0.004799536],"genre_scores_gemma":[0.03057253,0.9565839,0.008971745,0.001227236,0.0005723384,0.00003206449,0.00007627277,0.00001133828,0.001952668],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.001771267,"threshold_uncertainty_score":0.009367466,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03051530032051828,"score_gpt":0.3158686289946629,"score_spread":0.2853533286741446,"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."}}