{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001851949,0.0001264232,0.0002013404,0.000007782577,0.0000596197,0.00001453914,0.00005885639,0.00003707355,0.00006735786],"category_scores_gemma":[0.0002506353,0.00008850391,0.00007499338,0.00005132742,0.00005971867,0.00003949383,0.00004631252,0.00002253314,0.00003209219],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001120446,"about_ca_system_score_gemma":0.00002387851,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00001946272,"about_ca_topic_score_gemma":0.00004224491,"domain_scores_codex":[0.9990267,0.00003587673,0.000169365,0.0003593764,0.0001493274,0.0002593578],"domain_scores_gemma":[0.9993348,0.00006441389,0.00004049375,0.0002874345,0.00002175248,0.000251073],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001144034,0.000147357,0.9444336,0.00003112324,0.0000230715,0.000005650689,0.00001150346,7.427415e-7,0.01010925,0.0002737688,0.01112383,0.03269603],"study_design_scores_gemma":[0.00212698,0.0002832301,0.9021872,0.00001529744,0.00001843431,0.00000941371,0.000005611265,0.0000446096,0.0002153277,0.00008858126,0.09489457,0.0001108015],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9845893,0.0007414741,0.005095794,0.002735486,0.0001648374,0.0006559573,0.005874194,0.00004687336,0.00009606258],"genre_scores_gemma":[0.9986321,0.00005570396,0.00004866905,0.000511151,0.0001984259,0.00005074103,0.0001546347,0.00001047648,0.0003380619],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08377074,"threshold_uncertainty_score":0.3609085,"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."}}