{"id":"W7117121213","doi":"10.2460/javma.25.09.0575","title":"Toward One Health integrated companion animal health surveillance: barriers and solutions according to expert opinion","year":2025,"lang":"en","type":"article","venue":"Journal of the American Veterinary Medical Association","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Public health; Companion animal; Animal health; Public opinion; Expert opinion; One Health; Animal welfare","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":[0.07106476,0.0003403239,0.0003897918,0.001624038,0.006316288,0.00717972,0.001886735,0.003383515,0.002716831],"category_scores_gemma":[0.07912391,0.0004373476,0.0004188671,0.001620565,0.006909964,0.00423766,0.005943596,0.002729942,0.0002767079],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.01561952,"about_ca_system_score_gemma":0.03647124,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.05023105,"about_ca_topic_score_gemma":0.05495109,"domain_scores_codex":[0.940137,0.03604375,0.004635862,0.002896556,0.01030017,0.005986609],"domain_scores_gemma":[0.9155346,0.04830195,0.00783657,0.001559107,0.0215491,0.005218656],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"qualitative","study_design_gemma":"qualitative","study_design_scores_codex":[0.0001071436,0.00009003933,0.04637858,0.002149352,0.00005405104,0.002156853,0.8872605,0.0004384511,0.003800037,0.008962042,0.006666207,0.04193683],"study_design_scores_gemma":[0.00002070266,0.0001011881,0.01384995,0.001735113,0.00004108766,0.0006300361,0.9335467,0.001292202,0.0006516609,0.004575953,0.04348748,0.00006790089],"study_design_candidate":"qualitative","study_design_consensus":"qualitative","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7981577,0.002358398,0.02037142,0.1344907,0.0004070592,0.001426977,0.0002224646,0.00009483943,0.04247048],"genre_scores_gemma":[0.988001,0.000809493,0.005331042,0.004110121,0.0000327798,0.0002197273,0.00005112938,0.00001376851,0.00143096],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.07106476,"threshold_uncertainty_score":0.3758308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05592720551896897,"score_gpt":0.3842323085615855,"score_spread":0.3283051030426165,"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."}}