{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.00025549,0.0001352792,0.0003090631,0.00005001652,0.0002257032,0.00008012349,0.0002614804,0.00006842407,0.0001124369],"category_scores_gemma":[0.000400255,0.00009170405,0.0001115829,0.00007004583,0.00005533566,0.000119279,0.00001762865,0.0001418271,0.00003705896],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003306221,"about_ca_system_score_gemma":0.00009092788,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001873512,"about_ca_topic_score_gemma":0.00001510778,"domain_scores_codex":[0.9988031,0.00003630213,0.0002316852,0.0002777315,0.0003878838,0.0002632907],"domain_scores_gemma":[0.9989013,0.00007982006,0.0001376407,0.0006731027,0.0001043508,0.0001037529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.008372585,0.01805695,0.03048553,0.001722159,0.0008945625,0.0001585438,0.003230956,0.000005391545,0.6514727,0.006274878,0.003096386,0.2762294],"study_design_scores_gemma":[0.02746779,0.006238151,0.7655473,0.002865134,0.004585415,0.00002480126,0.001197948,0.04585594,0.09490085,0.007085203,0.04316803,0.001063443],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9737709,0.0006704183,0.0005850188,0.01946874,0.00003264776,0.002601217,0.0000247187,0.00004674281,0.002799621],"genre_scores_gemma":[0.9955202,0.0001552292,0.0007056921,0.001641309,0.0003480877,0.0006291179,0.00004314352,0.00002493131,0.0009322622],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7350618,"threshold_uncertainty_score":0.3739583,"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."}}