{"id":"W4409118965","doi":"","title":"Stochastic modeling of the horse population and vaccination data indicates low annual vaccination coverage for West Nile virus in Canada (2016-2020).","year":2025,"lang":"en","type":"article","venue":"PubMed","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Cegep de Saint Hyacinthe","funders":"","keywords":"West Nile virus; Vaccination; Virology; Population; Geography; Virus; Environmental health; Medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.001549572,0.0003220408,0.0002858505,0.0004474121,0.0004342114,0.000775503,0.0007437497,0.000375605,0.001843546],"category_scores_gemma":[0.004056921,0.0002227595,0.0007574084,0.0007151803,0.0003532458,0.0003650662,0.0002999336,0.0005817342,0.0001638911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008394369,"about_ca_system_score_gemma":0.009627871,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9275302,"about_ca_topic_score_gemma":0.9252375,"domain_scores_codex":[0.9994779,0.0001806535,0.00002134568,0.0001002274,0.00008516176,0.0001346451],"domain_scores_gemma":[0.9988167,0.0005719492,0.0001767771,0.00005424188,0.0003153133,0.00006495252],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.0002735247,0.00007383784,0.242515,0.0001934016,0.0005465705,0.0001447695,0.0002097541,0.727232,0.001014561,0.006367722,0.00810359,0.01332523],"study_design_scores_gemma":[0.00004900757,0.000104032,0.1509906,0.00008077056,0.0001726979,0.00007128812,0.0003655916,0.8356307,0.0006154884,0.004242245,0.007631138,0.00004655591],"study_design_candidate":"simulation_or_modeling","study_design_consensus":"simulation_or_modeling","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9605026,0.000892325,0.01312434,0.001642002,0.0000546645,0.00007378106,0.01769185,0.0001898951,0.005828509],"genre_scores_gemma":[0.9918562,0.0002766707,0.001659777,0.0001042918,0.000006006546,0.00001616072,0.004601443,0.00001340768,0.001466021],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07246983,"threshold_uncertainty_score":0.1457932,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02354200687967604,"score_gpt":0.2256756602070289,"score_spread":0.2021336533273529,"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."}}