{"id":"W2904562047","doi":"10.1101/496901","title":"International travelers and genomics uncover a ‘hidden’ Zika outbreak","year":2018,"lang":"en","type":"preprint","venue":"bioRxiv (Cold Spring Harbor Laboratory)","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; St. Michael's Hospital","funders":"National Institute of Child Health and Human Development; National Institute of Allergy and Infectious Diseases; Defense Advanced Research Projects Agency; National Institutes of Health; Sorbonne Université; National Center for Advancing Translational Sciences; Nederlandse Organisatie voor Wetenschappelijk Onderzoek; Advanced Research Projects Agency; Hôpitaux Universitaires de Genève; KU Leuven; Eidgenössische Technische Hochschule Zürich; Public Health Agency; Centers for Disease Control and Prevention; European Centre for Disease Prevention and Control; Georgia Clinical and Translational Science Alliance; National Science Foundation; Public Health Agency of Canada; International Society of Travel Medicine","keywords":"Zika virus; Outbreak; Transmission (telecommunications); Herd immunity; Geography; Virology; Virus; Medicine; Vaccination; Telecommunications; Computer science","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0007219645,0.000257913,0.0002804141,0.0006818485,0.0007830256,0.001843301,0.0002376518,0.0004439667,0.002773556],"category_scores_gemma":[0.001605863,0.0001750902,0.0002477804,0.001028317,0.000393582,0.0006807535,0.0009730736,0.0009399331,0.0004330666],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008392191,"about_ca_system_score_gemma":0.0007471339,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01303748,"about_ca_topic_score_gemma":0.01506018,"domain_scores_codex":[0.9996572,0.00008282082,0.00001256474,0.0001183633,0.00003380994,0.00009526211],"domain_scores_gemma":[0.9993056,0.0001382829,0.0002278741,0.00008898557,0.0001055356,0.0001336411],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005277729,0.0002121679,0.8645709,0.0003562379,0.0003816819,0.001103367,0.006739262,0.002489522,0.03642485,0.009909707,0.02010645,0.05717811],"study_design_scores_gemma":[0.0000191471,0.00007582497,0.9260355,0.000227431,0.0001655854,0.0006031015,0.009022648,0.005142684,0.004177692,0.008415805,0.04606695,0.00004765944],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.97888,0.001546551,0.002698909,0.004221445,0.00009076257,0.00001893751,0.005357633,0.00009344242,0.007092379],"genre_scores_gemma":[0.9916888,0.0006015156,0.002088391,0.0007033692,0.00005427417,0.00001494521,0.003552218,0.00005666563,0.001239835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01303748,"threshold_uncertainty_score":0.02592319,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01125621912391485,"score_gpt":0.228822288966562,"score_spread":0.2175660698426471,"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."}}