{"id":"W2417227586","doi":"10.6525/teb.20151110.31(21).001","title":"Risk Assessment of Enterovirus D68 in Taiwan","year":2015,"lang":"en","type":"article","venue":"Epidemiology bulletin","topic":"Viral Infections and Immunology Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Epidemiology; Medicine; Enterovirus; Environmental health; Population; Myelitis; Pediatrics; Medical emergency; Virology; Virus; Spinal cord; Pathology","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":[0.001508656,0.0003547264,0.0002024832,0.001162186,0.0001793182,0.0007746528,0.0003102432,0.0003512412,0.000888498],"category_scores_gemma":[0.004602781,0.0001326461,0.001041745,0.0007820253,0.0001639445,0.0004036872,0.000944099,0.0003225549,0.00008206272],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007473567,"about_ca_system_score_gemma":0.0007518174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01101971,"about_ca_topic_score_gemma":0.004871981,"domain_scores_codex":[0.9992654,0.0003120949,0.0001172881,0.0001020308,0.0001225575,0.0000805931],"domain_scores_gemma":[0.9982987,0.0005561179,0.000649898,0.0001072621,0.0002981449,0.00008990433],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001859531,0.00004258512,0.9710608,0.00009663131,0.0001924426,0.000529188,0.0003241116,0.01349581,0.0003169652,0.0005956415,0.0004042561,0.0127556],"study_design_scores_gemma":[0.00006365876,0.0006657814,0.8458822,0.0003548217,0.0007097549,0.001866266,0.003152537,0.1354015,0.001803793,0.004534495,0.005490951,0.00007419517],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9926076,0.0006630237,0.004156366,0.0003505573,0.000008328017,0.00007682999,0.0005797439,0.00001976061,0.001537855],"genre_scores_gemma":[0.9976617,0.000300982,0.00115688,0.00002399943,0.000005413078,0.00003444749,0.0005544179,0.000003105317,0.0002590893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01101971,"threshold_uncertainty_score":0.02191114,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1042513384711682,"score_gpt":0.4275601780216505,"score_spread":0.3233088395504822,"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."}}