{"id":"W2620530503","doi":"10.1371/journal.pone.0178211","title":"Elevation as a proxy for mosquito-borne Zika virus transmission in the Americas","year":2017,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":51,"is_retracted":false,"has_abstract":true,"ca_institutions":"Public Health Ontario; University of Toronto; St. Michael's Hospital","funders":"Seventh Framework Programme; Canadian Institutes of Health Research; Science and Technology Directorate; Centers for Disease Control and Prevention; Wellcome Trust; U.S. Department of Homeland Security; Wellcome; European Commission; Bill and Melinda Gates Foundation; U.S. Department of Health and Human Services","keywords":"Aedes aegypti; Zika virus; Dengue fever; Geography; Population; Proxy (statistics); Transmission (telecommunications); Outbreak; Yellow fever; Aedes; Dengue virus; Demography; Virology; Socioeconomics; Environmental health; Biology; Ecology; Virus; Medicine","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":[0.0005892357,0.0003233628,0.0002103001,0.001141953,0.0001974081,0.0007636128,0.0002395612,0.0001588257,0.001170915],"category_scores_gemma":[0.001969837,0.0001485222,0.0003964149,0.002439469,0.0003468767,0.0004064549,0.0006655568,0.0002547923,0.0002029883],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004169555,"about_ca_system_score_gemma":0.0003643317,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02125308,"about_ca_topic_score_gemma":0.02286324,"domain_scores_codex":[0.9995091,0.0002150649,0.00005767961,0.0000733872,0.00008805632,0.0000566729],"domain_scores_gemma":[0.998466,0.0002886722,0.0008047462,0.0001015326,0.0002310609,0.0001080262],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001548039,0.000004879118,0.9974597,0.00001511106,0.00002886386,0.00001909148,0.0000685285,0.0008748582,0.0001586258,0.00005286103,0.00008300954,0.001219111],"study_design_scores_gemma":[0.00000174129,0.00002407386,0.9978339,0.00001038743,0.00001504498,0.00004294094,0.000245918,0.001352041,0.00006277996,0.00005764674,0.0003500349,0.000003448077],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9938803,0.0003574029,0.001599433,0.00006155847,0.000007388098,0.00002832107,0.002465097,0.00004396035,0.001556642],"genre_scores_gemma":[0.9981052,0.00009534489,0.0008545708,0.000005220761,0.000004570775,0.00001186688,0.0008516625,0.000003029722,0.00006865327],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02125308,"threshold_uncertainty_score":0.04225874,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05219306952001752,"score_gpt":0.3152358829791125,"score_spread":0.263042813459095,"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."}}