{"id":"W2783602050","doi":"10.2105/ajph.2017.304245","title":"Delays in Global Disease Outbreak Responses: Lessons from H1N1, Ebola, and Zika","year":2018,"lang":"en","type":"article","venue":"American Journal of Public Health","topic":"Viral Infections and Outbreaks Research","field":"Medicine","cited_by":170,"is_retracted":false,"has_abstract":true,"ca_institutions":"Centre for Global Health Research","funders":"","keywords":"Outbreak; Psychological intervention; Zika virus; Environmental health; Disease; Action (physics); Global health; Public health; Medicine; Development economics; Virology; Economics; Psychiatry","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":[0.008323761,0.0006022786,0.0005261851,0.001078806,0.001499501,0.002568111,0.001470867,0.001747293,0.003812175],"category_scores_gemma":[0.04602155,0.0004547577,0.001030921,0.001047333,0.002124626,0.00704147,0.003076995,0.003690461,0.0003441791],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003990102,"about_ca_system_score_gemma":0.005450763,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03516758,"about_ca_topic_score_gemma":0.05590425,"domain_scores_codex":[0.9968036,0.001838431,0.0001397708,0.0002805971,0.0002633259,0.0006742301],"domain_scores_gemma":[0.972133,0.01935161,0.002704357,0.001123638,0.002701352,0.001986057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002119981,0.001095731,0.4600141,0.00407645,0.0008381969,0.004083949,0.06985768,0.01618073,0.001084609,0.03739278,0.08537401,0.3178818],"study_design_scores_gemma":[0.0007370856,0.002057968,0.4875862,0.00594653,0.0008773107,0.002421878,0.2137737,0.01604405,0.002943148,0.16016,0.1069421,0.0005099326],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.7074091,0.02899621,0.006381763,0.2185602,0.001544469,0.0002924122,0.001753294,0.000132814,0.0349297],"genre_scores_gemma":[0.9793965,0.01046899,0.001914717,0.006342727,0.0003474308,0.0000758054,0.0002434533,0.00004377358,0.001166621],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03516758,"threshold_uncertainty_score":0.06992573,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0732729190120418,"score_gpt":0.4291151583232403,"score_spread":0.3558422393111985,"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."}}