{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000665004,0.0002041051,0.0004135985,0.0003534083,0.0001528159,0.00002043405,0.0001906456,0.0001471561,0.0001694231],"category_scores_gemma":[0.0008893663,0.0002009895,0.0001231886,0.0002447555,0.00009365581,0.0003112701,0.0001280985,0.0005926905,0.0000100205],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002440544,"about_ca_system_score_gemma":0.004966438,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.4883539,"about_ca_topic_score_gemma":0.8141797,"domain_scores_codex":[0.9981815,0.0001904885,0.0008930712,0.0002304188,0.0001296196,0.0003749487],"domain_scores_gemma":[0.9978274,0.001031142,0.0005127165,0.0001265779,0.000416811,0.00008537259],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.001324902,0.0001501058,0.0845897,0.00006034508,0.000218745,0.0001636699,0.007403005,0.0001009402,0.9037694,0.00001660398,0.0007507317,0.00145181],"study_design_scores_gemma":[0.002040655,0.001954388,0.8371234,0.0008311396,0.00008672393,0.0003503331,0.002471977,0.00001919211,0.1476679,0.00008459666,0.007079693,0.0002899989],"study_design_candidate":"bench_or_experimental","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9982463,0.0001129313,0.00006512518,0.0000715526,0.001000134,0.0003691448,0.00007672612,0.00001188718,0.00004619897],"genre_scores_gemma":[0.9985374,0.0000185035,0.001045359,0.00001935963,0.00006380519,0.0000578016,0.0001343074,0.00001904067,0.0001044604],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7561015,"threshold_uncertainty_score":0.8810248,"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."}}