{"id":"W4205231073","doi":"10.1371/journal.pntd.0010019","title":"Mapping environmental suitability of Haemagogus and Sabethes spp. mosquitoes to understand sylvatic transmission risk of yellow fever virus in Brazil","year":2022,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":52,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Social Sciences and Humanities Research Council of Canada; Oxford Martin School, University of Oxford; Fundação de Amparo à Pesquisa do Estado de São Paulo; European Commission; Google; Wellcome Trust; Medical Research Council; Wellcome; Eidgenössische Technische Hochschule Zürich; Rockefeller Foundation","keywords":"Yellow fever; Vector (molecular biology); Transmission (telecommunications); Outbreak; Population; Geography; Ecology; Biology; Environmental health; Virology; Virus; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0000144304,0.0002099235,0.0006072005,0.0001689022,0.0001081208,0.000009651922,0.0001252922,0.00004971327,0.00103942],"category_scores_gemma":[0.0002514288,0.0001852957,0.0001850211,0.000333742,0.0001828631,0.00006117225,0.0001096147,0.0002033316,0.000001863244],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001522358,"about_ca_system_score_gemma":0.0001003812,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.000122966,"about_ca_topic_score_gemma":0.00002372902,"domain_scores_codex":[0.9979349,0.0002666989,0.0005076157,0.000435212,0.0005498281,0.0003057428],"domain_scores_gemma":[0.9988856,0.0002935774,0.0001211876,0.0003174328,0.00002322429,0.0003589246],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.003557516,0.0045961,0.5405111,0.0008311237,0.0003165067,0.00007055412,0.001336711,0.0001531505,0.4379163,0.00004669114,0.0001506599,0.01051354],"study_design_scores_gemma":[0.002823081,0.0007274427,0.9890028,0.00015794,0.0004933008,0.000003110614,0.001706966,0.001849873,0.00240443,0.0005647416,0.00009562234,0.0001706685],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945001,0.003389293,0.0001986902,0.0003125831,0.00002431094,0.0008488806,0.0006682461,0.00003180915,0.00002611312],"genre_scores_gemma":[0.9992212,0.0002496565,0.0001376566,0.0001894573,0.00002869937,0.00006361523,0.00005223909,0.0000252831,0.00003221385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4484917,"threshold_uncertainty_score":0.9998738,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01025850616846339,"score_gpt":0.2287196277122163,"score_spread":0.2184611215437529,"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."}}