{"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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003466495,0.0002459541,0.0001778002,0.001035534,0.0001652371,0.0003267518,0.0002098371,0.0001406416,0.0003342069],"category_scores_gemma":[0.00124884,0.0001076536,0.0003810377,0.0007273237,0.0001287217,0.0002732544,0.0003806828,0.0001257445,0.00008451241],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003968942,"about_ca_system_score_gemma":0.0004214843,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.04822488,"about_ca_topic_score_gemma":0.07749721,"domain_scores_codex":[0.9998602,0.000030599,0.00001467887,0.00004764907,0.00002231855,0.0000245695],"domain_scores_gemma":[0.9995825,0.0001009016,0.0001790503,0.00002987811,0.00008082629,0.00002683323],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00001960858,0.00001508385,0.9845369,0.00003707318,0.00003718004,0.00005721814,0.0002078001,0.006402255,0.001791319,0.0001075624,0.0001332833,0.006654506],"study_design_scores_gemma":[0.000003582833,0.00002575473,0.9593104,0.00003662906,0.00003829419,0.00007794868,0.0005484974,0.03840308,0.0005940588,0.0002010385,0.0007529716,0.000007873671],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967372,0.0001269854,0.001362586,0.00004090514,0.000001117753,0.0000122315,0.001178518,0.00002405212,0.0005165035],"genre_scores_gemma":[0.9976208,0.00007561192,0.001508517,0.00000366102,9.976509e-7,0.000009618708,0.0007211796,0.00000257035,0.00005703678],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04822488,"threshold_uncertainty_score":0.09588832,"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."}}