{"id":"W3153055151","doi":"10.1002/vetr.427","title":"Small animal disease surveillance 2020/21: SARS‐CoV‐2, syndromic surveillance and an outbreak of acute vomiting in UK dogs","year":2021,"lang":"en","type":"article","venue":"Veterinary Record","topic":"SARS-CoV-2 and COVID-19 Research","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Biotechnology and Biological Sciences Research Council; Directorate for Biological Sciences; Dogs Trust; University of Surrey; University of Liverpool","keywords":"Outbreak; Medicine; Coronavirus disease 2019 (COVID-19); Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Vomiting; Disease surveillance; 2019-20 coronavirus outbreak; Disease; Intensive care medicine; Emergency medicine; Pediatrics; Virology; Infectious disease (medical specialty); Internal medicine","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0005252465,0.0002718588,0.0006503114,0.000159041,0.00006101835,0.00004583178,0.0001992924,0.0001177035,0.00002260288],"category_scores_gemma":[0.0002099196,0.0002756509,0.0001221043,0.0004694578,0.0001435039,0.0001197341,0.0002919623,0.0003232851,0.00001718299],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00009629703,"about_ca_system_score_gemma":0.000334265,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006279818,"about_ca_topic_score_gemma":0.0006725328,"domain_scores_codex":[0.997686,0.0002962578,0.0004985929,0.0007095856,0.0002820933,0.0005274581],"domain_scores_gemma":[0.9988105,0.0002067301,0.0001221888,0.000615136,0.0001211481,0.0001243427],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002492085,0.0001615342,0.6722006,0.0002587482,0.00006226308,0.005560599,0.00006731806,8.911446e-8,0.3146788,0.000005076638,0.00007405474,0.004438914],"study_design_scores_gemma":[0.002491909,0.002076751,0.9783603,0.0002536062,0.00002831805,0.001218614,0.000066293,0.00110107,0.007810093,0.00005953976,0.006172589,0.0003609494],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.997424,0.0009351411,0.00001561219,0.0004061232,0.0001746131,0.0003129895,0.0001147709,0.00005406348,0.0005626504],"genre_scores_gemma":[0.9968516,0.0001590991,0.0005399591,0.002147924,0.0001361915,0.00003169263,0.00003745675,0.00004848449,0.00004763616],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3068687,"threshold_uncertainty_score":0.9999695,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06106125557171267,"score_gpt":0.3485774576909669,"score_spread":0.2875162021192543,"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."}}