{"id":"W4402310735","doi":"10.1016/j.annepidem.2024.07.064","title":"Impacts of climate change on water-related mosquito-borne diseases in temperate regions: A systematic review of literature and meta-analysis","year":2024,"lang":"en","type":"review","venue":"Annals of Epidemiology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"Global Institute for Water Security; University of Calgary; University of Saskatchewan","funders":"","keywords":"Medicine; Meta-analysis; Temperate climate; Climate change; Environmental health; Ecology; Pathology","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":[0.008623432,0.002456692,0.01234882,0.005976635,0.0005270171,0.00291928,0.001867819,0.001996066,0.003550268],"category_scores_gemma":[0.02211181,0.00122556,0.02882934,0.008554415,0.0005956534,0.001678816,0.002076752,0.001666786,0.0002582321],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002042962,"about_ca_system_score_gemma":0.004391209,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01145109,"about_ca_topic_score_gemma":0.02956647,"domain_scores_codex":[0.9942709,0.001867957,0.002097492,0.0008382246,0.0006399509,0.0002855473],"domain_scores_gemma":[0.9879403,0.008650021,0.00209101,0.0003512078,0.0007992164,0.0001682504],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"meta_analysis","study_design_scores_codex":[0.0008873157,0.0000348801,0.009641421,0.5279367,0.4391229,0.0001714689,0.0001392642,0.0005193125,0.000265782,0.0001398381,0.0009528591,0.02018816],"study_design_scores_gemma":[0.0002338509,0.0001327323,0.01162473,0.05234583,0.9321138,0.0001452636,0.0001233238,0.0001288248,0.0001042681,0.0002101604,0.002796841,0.00004032553],"study_design_candidate":"meta_analysis","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.002420911,0.9965958,0.0002060534,0.0001103388,0.0000838516,0.0000712966,0.0004147463,0.000009181852,0.00008782571],"genre_scores_gemma":[0.06627699,0.9312955,0.000881114,0.000568772,0.0001463097,0.0002095418,0.0004993354,0.00001296292,0.0001095552],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01234882,"threshold_uncertainty_score":0.04560566,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2203655413754828,"score_gpt":0.4606920119885388,"score_spread":0.240326470613056,"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."}}