{"id":"W4414516165","doi":"10.3390/vaccines13100999","title":"Respiratory Efficacy of a Multivalent Marker Vaccine Against Bovine Viral Diarrhoea Virus Types 1 and 2, Infectious Bovine Rhinotracheitis Virus, Bovine Respiratory Syncytial Virus, and Bovine Parainfluenza-3 Virus in Young Calves","year":2025,"lang":"en","type":"article","venue":"Vaccines","topic":"Viral gastroenteritis research and epidemiology","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"SNC-Lavalin (Canada)","funders":"Generalitat de Catalunya","keywords":"Bovine respiratory disease; Viral shedding; Virus; Respiratory system; Vaccine efficacy; Inactivated vaccine; Viral load; Respiratory disease","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":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.001470946,0.0008612209,0.002013685,0.001237603,0.0002292199,0.00006621455,0.0003279563,0.0004912391,0.000146839],"category_scores_gemma":[0.002719509,0.0007686532,0.0002616949,0.0008080194,0.000306858,0.0004050299,0.0005239741,0.001047556,0.00001635073],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002695444,"about_ca_system_score_gemma":0.0002772754,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003756346,"about_ca_topic_score_gemma":0.009660401,"domain_scores_codex":[0.9944557,0.0007587047,0.001876084,0.001187176,0.0004616455,0.001260666],"domain_scores_gemma":[0.9974213,0.0004432654,0.0003651662,0.0008717627,0.0003073722,0.0005911153],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.01832623,0.00115563,0.6686235,0.00102257,0.0005948945,0.0004403248,0.0001480418,0.00003264815,0.2831177,0.0001091571,0.006664715,0.01976457],"study_design_scores_gemma":[0.01433985,0.004824355,0.9573325,0.000929118,0.000253827,0.00008487404,0.00004373868,0.001128897,0.01063503,0.0001305067,0.009705495,0.0005918011],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9753164,0.02088909,0.00008445094,0.0006500054,0.0003422772,0.0013818,0.000341149,0.0002087507,0.000786064],"genre_scores_gemma":[0.9901232,0.006036073,0.0003085411,0.00237891,0.0005033216,0.0001592435,0.00008063747,0.0001113503,0.0002987724],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.288709,"threshold_uncertainty_score":0.9994764,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01683292652626022,"score_gpt":0.3104053051317232,"score_spread":0.293572378605463,"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."}}