{"id":"W2470441134","doi":"10.2807/1560-7917.es.2016.21.20.30234","title":"Global distribution and environmental suitability for chikungunya virus, 1952 to 2015","year":2016,"lang":"en","type":"article","venue":"Eurosurveillance","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":208,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University; St. Michael's Hospital","funders":"U.S. National Library of Medicine; National Institute of Environmental Health Sciences; Enhancing Learning and Research for Humanitarian Assistance; National Institute of General Medical Sciences; Medical Research Council; National Institutes of Health; Department for International Development; Wellcome Trust; University of Oxford; World Health Organization; European Commission; Bill and Melinda Gates Foundation","keywords":"Chikungunya; Aedes aegypti; Transmission (telecommunications); Aedes; Dengue fever; Virology; Environmental health; Estimation; Population; Virus; Geography; Medicine; Biology; Ecology; Computer science; Larva","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":[0.000316224,0.0002791811,0.0001636386,0.001126867,0.0001275377,0.0004310908,0.0001224996,0.0001167746,0.002132396],"category_scores_gemma":[0.00097399,0.00009480074,0.000453157,0.001723913,0.0002033083,0.0003936641,0.0005507093,0.0001397901,0.000332853],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006062354,"about_ca_system_score_gemma":0.0003082123,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02549544,"about_ca_topic_score_gemma":0.02140519,"domain_scores_codex":[0.999864,0.00002491166,0.00001890096,0.00003983792,0.00002577519,0.0000265049],"domain_scores_gemma":[0.9996933,0.00004265592,0.0001222383,0.00003410919,0.00007546972,0.00003231479],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00008906508,0.00001327453,0.9710727,0.0001320953,0.0002918127,0.0001618327,0.0003442415,0.005966227,0.0009839098,0.0005119538,0.00229216,0.01814059],"study_design_scores_gemma":[0.000003340656,0.00001536423,0.9945381,0.00001965537,0.00002867675,0.0001426455,0.0001953538,0.001124575,0.0001158045,0.0001436694,0.003666212,0.000006528658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9653065,0.001786243,0.001664082,0.0001624439,0.00003222925,0.00002660201,0.02521483,0.00005975425,0.005747291],"genre_scores_gemma":[0.9890127,0.0005557983,0.0009090216,0.00001393115,0.000009274875,0.00001491549,0.009045352,0.000007537465,0.0004314409],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02549544,"threshold_uncertainty_score":0.05069411,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.00683308175756204,"score_gpt":0.2600142617287334,"score_spread":0.2531811799711714,"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."}}