{"id":"W2990675504","doi":"10.3389/fvets.2019.00426","title":"Development of Reporting Guidelines for Animal Health Surveillance—AHSURED","year":2019,"lang":"en","type":"article","venue":"Frontiers in Veterinary Science","topic":"Animal Disease Management and Epidemiology","field":"Agricultural and Biological Sciences","cited_by":13,"is_retracted":false,"has_abstract":true,"ca_institutions":"Canadian Food Inspection Agency","funders":"Biotechnology and Biological Sciences Research Council; European Food Safety Authority","keywords":"Animal health; Environmental health; One Health; Medicine; Veterinary medicine; Public health; 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":[0.003487817,0.00009159073,0.0003002593,0.00005151146,0.0001366256,0.00001360408,0.0003394254,0.00002790567,0.00002308149],"category_scores_gemma":[0.0006264849,0.00004181846,0.00005342422,0.0005426586,0.0001155963,0.000143542,0.0001368191,0.0000351068,0.000002848698],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005272558,"about_ca_system_score_gemma":0.0000810725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003589096,"about_ca_topic_score_gemma":0.00002444658,"domain_scores_codex":[0.998143,0.00003929335,0.0009001764,0.0003669187,0.0001787669,0.0003718488],"domain_scores_gemma":[0.9990942,0.00004421822,0.0006136558,0.00006128349,0.0001166393,0.00006997684],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000267705,0.00005929753,0.6353364,0.00009843718,0.000007541691,0.00000297236,0.0001674955,0.00002238803,0.2572,0.000295217,0.005229618,0.101313],"study_design_scores_gemma":[0.0001017027,0.0007183433,0.9595168,0.00003582582,5.961273e-7,0.000001727488,0.0006595528,0.002158247,0.0000794181,0.00008900467,0.03652471,0.0001140667],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9973721,0.0002298231,0.0002585693,0.001095377,0.0004182447,0.0003300142,0.000006842823,0.00002023804,0.0002687928],"genre_scores_gemma":[0.9343784,0.00001851192,0.06518171,0.0002649323,0.00003750985,0.00001176396,0.00001448867,6.145801e-7,0.00009204448],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3241804,"threshold_uncertainty_score":0.1705308,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1714567806913296,"score_gpt":0.3683707309169502,"score_spread":0.1969139502256207,"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."}}