{"id":"W2810903052","doi":"10.1016/j.micinf.2018.06.004","title":"From hidden outbreaks to epidemic emergencies: the threat associated with neglecting emerging pathogens","year":2018,"lang":"en","type":"review","venue":"Microbes and Infection","topic":"Zoonotic diseases and public health","field":"Medicine","cited_by":8,"is_retracted":false,"has_abstract":false,"ca_institutions":"University of Guelph","funders":"","keywords":"Outbreak; Public health; Context (archaeology); Infectious disease (medical specialty); Environmental health; Epidemiology; Emerging infectious disease; Disease; Biology; Virology; Medicine","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":[0.0005152728,0.0003688295,0.001052433,0.000150561,0.0003626854,0.00007153046,0.00007726511,0.0002500935,0.0003847942],"category_scores_gemma":[0.0004280123,0.0002089017,0.0002648026,0.0005174647,0.00005362844,0.00007128555,0.0000770334,0.0003725679,0.00005421488],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002158141,"about_ca_system_score_gemma":0.0003200242,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.004124537,"about_ca_topic_score_gemma":0.0005203349,"domain_scores_codex":[0.9981764,0.0002143514,0.0005507398,0.0004895002,0.0001583576,0.0004106539],"domain_scores_gemma":[0.9986928,0.0002268823,0.0003256739,0.0003473275,0.0001475635,0.0002597591],"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":[0.00001330207,0.00006279464,0.0008982914,0.001765492,0.0004206666,0.000005189958,0.0005829419,2.714511e-7,0.000008550695,0.0000107092,0.009823514,0.9864083],"study_design_scores_gemma":[0.0002238655,0.0003304611,0.001093065,0.01198937,0.001802746,0.00005907371,0.0001902265,0.00001832089,0.000001291186,0.00003099681,0.9839996,0.0002610424],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0185615,0.9775543,0.0002245961,0.0003867714,0.000608788,0.001207707,0.0001233595,0.0001111176,0.001221834],"genre_scores_gemma":[0.0005550021,0.996484,0.0000942051,0.0005563482,0.001311438,0.00007274654,0.0003697186,0.00006689753,0.0004896839],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9861472,"threshold_uncertainty_score":0.8518763,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04797901327558385,"score_gpt":0.3433384607424874,"score_spread":0.2953594474669036,"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."}}