{"id":"W4386034452","doi":"10.1016/j.onehlt.2023.100617","title":"Developing One Health surveillance systems","year":2023,"lang":"en","type":"review","venue":"One Health","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":147,"is_retracted":false,"has_abstract":true,"ca_institutions":"International Development Research Centre","funders":"World Health Organization","keywords":"Wildlife; Disease surveillance; One Health; Wildlife disease; Disease; Pandemic; Ecosystem health; Sustainability; Environmental resource management; Biodiversity; Business; Outbreak; Environmental health; Human health; Global health; Environmental planning; Risk analysis (engineering); Infectious disease (medical specialty); Ecosystem; Public health; Ecosystem services; Coronavirus disease 2019 (COVID-19); Biology; Geography; Medicine; Ecology; Environmental science","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.004487859,0.0006418974,0.006214384,0.0005309024,0.0003679823,0.00008087706,0.0003064169,0.0003657485,0.00008861936],"category_scores_gemma":[0.0003545732,0.0005732029,0.0004551601,0.001488159,0.00005507351,0.00005623989,0.0001238278,0.0009678811,0.001103077],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003122014,"about_ca_system_score_gemma":0.04112434,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.008043676,"about_ca_topic_score_gemma":0.000327194,"domain_scores_codex":[0.9925805,0.001104038,0.002616812,0.001003781,0.0009706005,0.001724236],"domain_scores_gemma":[0.9946144,0.0004562871,0.001539862,0.0011354,0.0001837643,0.002070269],"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":[0.000006454475,0.0001332784,0.000008966265,0.3039822,0.0001983988,0.00001819735,0.00004989324,2.452683e-7,4.455607e-10,0.01055971,0.008876015,0.6761667],"study_design_scores_gemma":[0.0004040068,0.0003678864,0.000337713,0.1086826,0.00008362951,0.00009729715,0.00006425184,0.00001313371,8.574391e-10,0.00003249985,0.8895568,0.0003601789],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[8.664348e-7,0.9675685,0.0005377476,0.023774,0.001433176,0.004548655,0.0004167183,0.0005560407,0.001164265],"genre_scores_gemma":[0.000008571566,0.9878892,0.001019926,0.004498758,0.001544576,0.0002971758,0.001944575,0.0002557125,0.002541528],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.8806808,"threshold_uncertainty_score":0.9996747,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3628655485459908,"score_gpt":0.4762465402782115,"score_spread":0.1133809917322207,"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."}}