{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001744329,0.0002719196,0.0002320304,0.001306622,0.0003944662,0.0017896,0.000448071,0.001129293,0.008597285],"category_scores_gemma":[0.00406996,0.0002195436,0.0003471816,0.001218947,0.0004056586,0.001282866,0.001676052,0.0006840035,0.002176008],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001803153,"about_ca_system_score_gemma":0.001849092,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03042179,"about_ca_topic_score_gemma":0.05101579,"domain_scores_codex":[0.9987406,0.0003266466,0.0001750677,0.0001139888,0.0004885455,0.0001552072],"domain_scores_gemma":[0.997709,0.0003613598,0.0008309033,0.00008460019,0.0004946892,0.0005193962],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"observational","study_design_scores_codex":[0.0006230927,0.0001154805,0.3126357,0.002157562,0.00008578787,0.003024078,0.002979544,0.0007384239,0.002806379,0.001915233,0.4656744,0.2072443],"study_design_scores_gemma":[0.00005561711,0.0004836332,0.7234219,0.001948643,0.0000516147,0.00308309,0.003833123,0.001306154,0.000646583,0.0008301495,0.2642873,0.00005223269],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.628762,0.05977186,0.005086841,0.1141264,0.005273818,0.0007656276,0.06661541,0.001569761,0.1180284],"genre_scores_gemma":[0.8660366,0.0321368,0.006935296,0.01179156,0.002443274,0.0003639733,0.05263494,0.000191694,0.02746594],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03042179,"threshold_uncertainty_score":0.06048942,"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."}}