{"id":"W4406569101","doi":"10.1016/j.virol.2025.110412","title":"Towards developing multistrain PEDV vaccines: Integrating basic concepts and SARS-CoV-2 pan-sarbecovirus strategies","year":2025,"lang":"en","type":"review","venue":"Virology","topic":"Animal Virus Infections Studies","field":"Agricultural and Biological Sciences","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Saskatchewan","funders":"Government of Saskatchewan; Agriculture and Agri-Food Canada; Ministry of Agriculture - Saskatchewan; Natural Sciences and Engineering Research Council of Canada; Canada Foundation for Innovation; Innovation Saskatchewan","keywords":"Biology; Virology; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Coronavirus; Infectious disease (medical specialty); Outbreak; Disease; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008102526,0.0008384067,0.001057037,0.00182745,0.0001983262,0.001040273,0.0007717568,0.001433095,0.003031577],"category_scores_gemma":[0.0006118457,0.0003316721,0.0007449622,0.001147464,0.0003574074,0.00190181,0.000655757,0.00211481,0.001438358],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007005158,"about_ca_system_score_gemma":0.001351456,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001086604,"about_ca_topic_score_gemma":0.001465401,"domain_scores_codex":[0.9997914,0.00004236694,0.00002690163,0.00003178495,0.00007752313,0.0000300308],"domain_scores_gemma":[0.9997768,0.0001060215,0.00003073858,0.000007985023,0.00005940043,0.00001917617],"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":[0.0001011772,0.0001197989,0.0001416604,0.03328621,0.0001180803,0.0002108267,0.00009863416,0.0007713448,0.006827376,0.01025848,0.01831166,0.9297549],"study_design_scores_gemma":[0.00002466909,0.0001916713,0.0004573184,0.005667595,0.0001081764,0.0006583648,0.00006224537,0.0001521581,0.001494204,0.002612908,0.9885533,0.00001743176],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0002094369,0.9976807,0.0003450852,0.0003382958,0.000215008,0.00001441152,0.00002172481,0.000009369226,0.001166061],"genre_scores_gemma":[0.0009641737,0.9974651,0.000567464,0.0002600618,0.00009797369,0.00001694135,0.0000463556,0.000002220285,0.0005796714],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.003031577,"threshold_uncertainty_score":0.01014167,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08995539895813075,"score_gpt":0.3768689472089236,"score_spread":0.2869135482507928,"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."}}