{"id":"W4409052418","doi":"10.1016/j.prevetmed.2025.106523","title":"A scenario model to support freedom from African swine fever virus in Western Canada populated with data from Canada West Swine Health Intelligence Network and CanSpotASF","year":2025,"lang":"en","type":"article","venue":"Preventive Veterinary Medicine","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Research Manitoba; Health PEI; University of Prince Edward Island","funders":"","keywords":"Virology; African swine fever; Virus; Geography; Biology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003755337,0.0002631324,0.000564792,0.00002521098,0.0001303509,0.0000118708,0.0005554438,0.00004423357,0.0003314824],"category_scores_gemma":[0.00007915367,0.0001216287,0.00001439874,0.0004732482,0.00008697284,0.00009281882,0.0005545832,0.0001681865,0.000001588763],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002355616,"about_ca_system_score_gemma":0.0003441374,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9989116,"about_ca_topic_score_gemma":0.9997948,"domain_scores_codex":[0.9978303,0.0002268026,0.0005070955,0.0007196582,0.0002274137,0.0004886781],"domain_scores_gemma":[0.9990547,0.000258274,0.0001432403,0.0002120309,0.00003533907,0.0002964461],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002083675,0.0001741399,0.8682283,0.00006721254,0.0002977983,0.0007055609,0.0003446758,0.003009891,0.001936074,0.00005223899,0.09497338,0.02812711],"study_design_scores_gemma":[0.0003122775,0.0007994709,0.9734259,0.0003899117,0.00005361564,0.000002132443,0.0004249346,0.006271232,0.000002084769,0.0002084376,0.01787221,0.0002378107],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9800396,0.000786278,0.000305567,0.0168778,0.0001913455,0.0004796119,0.00115789,0.00002111844,0.0001407982],"genre_scores_gemma":[0.9910538,0.0001361853,0.0002360864,0.00554283,0.0001817181,0.0000212197,0.00243131,0.000002640286,0.0003942759],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1051976,"threshold_uncertainty_score":0.4959875,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.08394899988974967,"score_gpt":0.3028004489260693,"score_spread":0.2188514490363196,"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."}}