{"id":"W4378216051","doi":"10.20506/rst.42.3365","title":"Informatics progress of the Global Burden of Animal Diseases programme towards data for One Health","year":2023,"lang":"en","type":"article","venue":"Revue Scientifique et Technique de l OIE","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":5,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph","funders":"University of Liverpool; Bill and Melinda Gates Foundation","keywords":"Informatics; Animal health; Global health; Medicine; Data science; Environmental health; Computer science; Public health; Veterinary medicine; Political science; 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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.05099463,0.001262928,0.001216895,0.006948608,0.001457687,0.00884654,0.003663213,0.002329064,0.02573639],"category_scores_gemma":[0.06685919,0.0008177984,0.001547291,0.01092241,0.002953763,0.01160571,0.01018828,0.009010345,0.01202322],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006084946,"about_ca_system_score_gemma":0.02542353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02077677,"about_ca_topic_score_gemma":0.007854882,"domain_scores_codex":[0.972876,0.01418799,0.002100892,0.002172133,0.007570846,0.001092109],"domain_scores_gemma":[0.9147024,0.0361945,0.0031943,0.0119184,0.02596002,0.008030448],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0001057292,0.0001300943,0.006291903,0.0016759,0.00007451219,0.00006950441,0.002058934,0.0008818277,0.0006531307,0.0750594,0.6182771,0.2947219],"study_design_scores_gemma":[0.00002765856,0.00005473868,0.005285291,0.001104833,0.00002201502,0.00005304033,0.0006373542,0.0008173689,0.0003860109,0.01408695,0.9774965,0.00002823005],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.01394975,0.02491846,0.1258682,0.4304406,0.02005508,0.002990006,0.0914419,0.008159252,0.2821767],"genre_scores_gemma":[0.09072734,0.06437457,0.3942689,0.07388908,0.01013056,0.007429643,0.2663545,0.004008108,0.08881736],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.05099463,"threshold_uncertainty_score":0.2696886,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1353680123368479,"score_gpt":0.3502586826536929,"score_spread":0.214890670316845,"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."}}