{"id":"W3194877628","doi":"10.1016/j.epidem.2021.100491","title":"Zika virus outbreak in Brazil under current and future climate","year":2021,"lang":"en","type":"article","venue":"Epidemics","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Guelph; Université du Québec à Montréal; Public Health Agency of Canada","funders":"Public Health Agency of Canada","keywords":"Outbreak; Zika virus; Climate change; Representative Concentration Pathways; Downscaling; Aedes aegypti; Aedes; Geography; Climate model; Population; Climatology; Aedes albopictus; Radiative forcing; Environmental science; Biology; Demography; Ecology; Virology; Virus; Dengue fever","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":[0.0001965763,0.0001273168,0.0003310542,0.00004010819,0.00003663464,0.00001673192,0.00004220309,0.00008358263,0.0001645476],"category_scores_gemma":[0.0001374624,0.0001114222,0.00008638889,0.0001321915,0.00002680118,0.00004777179,0.00006611432,0.0002487994,0.00002449719],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004401148,"about_ca_system_score_gemma":0.0001027174,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00002578151,"about_ca_topic_score_gemma":0.0001174119,"domain_scores_codex":[0.9989725,0.00005837865,0.0002697635,0.0002818609,0.0001302715,0.0002872351],"domain_scores_gemma":[0.9993486,0.00009370903,0.0000528494,0.0002673944,0.00005429114,0.0001831384],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005410963,0.000704928,0.5210713,0.0006837198,0.0001261523,0.000484277,0.0003954152,0.00004395825,0.002483745,0.04060422,0.01527007,0.4175911],"study_design_scores_gemma":[0.003673531,0.00006513189,0.6549646,0.0002386346,0.0002171216,0.00008245141,0.0006221795,0.003094247,0.0001895388,0.002289375,0.334283,0.0002801642],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9041315,0.07183544,0.0002604632,0.01920058,0.001003801,0.0003188325,0.00009756336,0.00006830075,0.003083481],"genre_scores_gemma":[0.9596546,0.0245538,0.0003031748,0.0132041,0.001801623,0.00002964909,0.0001380778,0.00004030468,0.0002746453],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.417311,"threshold_uncertainty_score":0.4543667,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.015957446688074,"score_gpt":0.3201826780528723,"score_spread":0.3042252313647983,"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."}}