{"id":"W4385607039","doi":"10.1177/10406387231190076","title":"Development of interactive dashboards for monitoring endemic animal pathogens in Ontario, Canada: Ontario interactive animal pathogen dashboards","year":2023,"lang":"en","type":"article","venue":"Journal of Veterinary Diagnostic Investigation","topic":"Microbial infections and disease research","field":"Immunology and Microbiology","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"","keywords":"Livestock; Animal health; Salmonella; Virology; Biology; Veterinary medicine; 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":[0.002197149,0.00145291,0.0004974624,0.002495194,0.00200268,0.002970918,0.001803407,0.0004452254,0.01193027],"category_scores_gemma":[0.005561071,0.0007930645,0.0008972919,0.004098057,0.0007025399,0.0014533,0.002275899,0.0007820935,0.002118649],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.009257187,"about_ca_system_score_gemma":0.02201075,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8705354,"about_ca_topic_score_gemma":0.899716,"domain_scores_codex":[0.998763,0.0001383546,0.00008617956,0.0002285864,0.0005435414,0.0002404418],"domain_scores_gemma":[0.9920649,0.001106955,0.000337232,0.00054678,0.004713824,0.001230247],"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":[0.002622868,0.0009126434,0.1670076,0.001910676,0.0003485517,0.001396201,0.0150467,0.0281784,0.04438693,0.005503981,0.2332794,0.4994062],"study_design_scores_gemma":[0.0006502544,0.0008708637,0.2207154,0.0009738606,0.0004624432,0.0002359824,0.0122749,0.1367554,0.03343936,0.00294929,0.589857,0.0008151729],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"software","genre_scores_codex":[0.5051874,0.001099743,0.2028227,0.003510133,0.0006684961,0.005881515,0.1127306,0.08071258,0.08738688],"genre_scores_gemma":[0.4648179,0.001902672,0.3880289,0.0005327902,0.00008260599,0.00385633,0.08055016,0.003658593,0.05656995],"genre_candidate":"software","genre_consensus":null,"teacher_disagreement_score":0.1294646,"threshold_uncertainty_score":0.260454,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05051709021669969,"score_gpt":0.3047024519900807,"score_spread":0.254185361773381,"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."}}