{"id":"W2890713974","doi":"10.1007/s40609-018-0123-y","title":"The Politics of Disease Epidemics: a Comparative Analysis of the SARS, Zika, and Ebola Outbreaks","year":2018,"lang":"en","type":"article","venue":"Global Social Welfare","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":86,"is_retracted":false,"has_abstract":true,"ca_institutions":"McMaster University","funders":"Canadian Institutes of Health Research","keywords":"Outbreak; Zika virus; Virology; Coronavirus disease 2019 (COVID-19); 2019-20 coronavirus outbreak; Pandemic; Severe acute respiratory syndrome coronavirus 2 (SARS-CoV-2); Ebola virus; Disease; Geography; Medicine; Infectious disease (medical specialty); Pathology; Virus","routes":{"ca_aff":true,"ca_fund":true,"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":[0.0002022377,0.00008868211,0.0003353317,0.00003742064,0.0006538752,0.00001459593,0.0001112544,0.00006018306,0.00004529542],"category_scores_gemma":[0.0001504227,0.00004944784,0.0002429252,0.0007957003,0.0009891405,0.00002365262,0.0001252992,0.0001054719,0.000002022481],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00008621626,"about_ca_system_score_gemma":0.0000932098,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002037968,"about_ca_topic_score_gemma":0.0006296203,"domain_scores_codex":[0.998996,0.0001352546,0.0002440085,0.0001283687,0.0002818078,0.000214614],"domain_scores_gemma":[0.9991771,0.00004115161,0.00011574,0.0001936905,0.0003671137,0.0001052034],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008467702,0.0004053708,0.6376854,0.0001378612,0.004584504,0.000005353388,0.002857038,0.0000103115,0.0005534176,0.3236718,0.01389569,0.01534647],"study_design_scores_gemma":[0.0003549017,0.0001014373,0.9778256,0.00001384427,0.001056,0.000001426753,0.001324838,0.0005962921,0.0001602914,0.001131533,0.01737648,0.00005739878],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9776222,0.0003546885,0.00003922353,0.01179827,0.00008499384,0.0002643356,0.000635509,0.00001087717,0.009189933],"genre_scores_gemma":[0.9993787,0.00002153479,0.00001442372,0.0001575997,0.0001370192,0.000005015325,0.00001267165,0.000002989378,0.0002700675],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3401401,"threshold_uncertainty_score":0.5029145,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03234684667254217,"score_gpt":0.372541066554004,"score_spread":0.3401942198814619,"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."}}