{"id":"W3208062949","doi":"10.1071/ma21045","title":"Surveillance for One Health and high consequence veterinary pathogens (Brucellosis, Coxiellosis and Foot and Mouth Disease) in Southeast Asia: Lao PDR and Cambodia in focus and the importance of international partnerships","year":2021,"lang":"en","type":"article","venue":"Microbiology Australia","topic":"Viral Infections and Vectors","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Carbon Engineering (Canada)","funders":"","keywords":"Foot-and-mouth disease; Seroprevalence; Outbreak; Disease surveillance; Brucellosis; Disease; Public health; Environmental health; Medicine; One Health; Epidemiology; Veterinary medicine; Immunology; Serology; Virology; Pathology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00033224,0.0001227304,0.0003659546,0.00006444535,0.00005166389,0.00001276474,0.00002535515,0.00008921519,0.000009740499],"category_scores_gemma":[0.00008923213,0.00009797238,0.00002126798,0.00007382733,0.0007090814,0.00003269914,0.00005588411,0.0001375179,1.209784e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000218946,"about_ca_system_score_gemma":0.00005315292,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007375462,"about_ca_topic_score_gemma":0.00219021,"domain_scores_codex":[0.9990717,0.0001512737,0.0002705605,0.0003013766,0.00002405287,0.0001810953],"domain_scores_gemma":[0.9995129,0.0001479089,0.00009817789,0.0001011731,0.00003930101,0.0001005605],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000476087,0.00005804527,0.9706985,0.0001534144,0.00004594778,0.00003213473,0.0002210768,5.04773e-7,0.02715131,0.001005896,0.00004079103,0.0001163338],"study_design_scores_gemma":[0.003427661,0.0002859175,0.9940007,0.000156454,0.00003174455,0.0003245041,0.0005551702,0.00003421669,0.000630499,0.0003077667,0.0001340316,0.000111321],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919189,0.003087512,0.000008873976,0.004187941,0.00005116922,0.0003440304,0.000390809,0.000005146388,0.000005665861],"genre_scores_gemma":[0.9983401,0.001180189,0.0001794127,0.00008343363,0.00001971202,0.00002837094,0.0000781601,0.000006984862,0.00008358916],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02652081,"threshold_uncertainty_score":0.3995198,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06878272026758155,"score_gpt":0.3139442273311094,"score_spread":0.2451615070635279,"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."}}