{"id":"W4408957578","doi":"10.1007/s10393-025-01706-0","title":"The Ecological, Biological, and Social Determinants of Dengue Epidemiology in Latin America and the Caribbean: A Scoping Review of the Literature","year":2025,"lang":"en","type":"review","venue":"EcoHealth","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Joseph’s Healthcare Hamilton; Impact; International Development Research Centre; McMaster University","funders":"International Development Research Centre","keywords":"Dengue fever; Animal ecology; Public health; Scopus; Latin Americans; Geography; Portuguese; Environmental health; Ecology; Political science; Medicine; MEDLINE; Biology; Virology","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":[0.001882966,0.0002542482,0.003239723,0.00004109858,0.000203937,0.000008410369,0.0002579296,0.0002689736,0.00002161254],"category_scores_gemma":[0.005166622,0.00008945579,0.0004315503,0.0003169757,0.000691745,0.00001023545,0.0002165906,0.0005484368,7.841634e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003630455,"about_ca_system_score_gemma":0.0006980622,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003976868,"about_ca_topic_score_gemma":0.00006499563,"domain_scores_codex":[0.99536,0.002580742,0.001316351,0.0003411017,0.00009109316,0.0003107562],"domain_scores_gemma":[0.9930677,0.005252155,0.001137233,0.0003973274,0.00008790731,0.00005769834],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"systematic_review","study_design_scores_codex":[0.00006788277,0.00004800336,0.00171625,0.2878366,0.00006051983,0.000004354725,0.00008422723,1.878533e-8,2.812827e-8,0.0004072671,0.0006843881,0.7090905],"study_design_scores_gemma":[0.001346357,0.0003069788,0.01206087,0.7433367,0.0009212366,0.00003021617,0.00005888909,0.00002237728,3.243796e-8,0.0002637604,0.2414725,0.0001800839],"study_design_candidate":"systematic_review","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0003651461,0.9926474,4.872489e-7,0.003291086,0.0001196391,0.003392654,0.00008622507,0.000004072351,0.00009329142],"genre_scores_gemma":[0.0005024587,0.9957914,0.00002315994,0.003219358,0.0001129599,0.0002735627,0.00002052363,0.000007920337,0.00004869623],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.7089104,"threshold_uncertainty_score":0.6185302,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.06204350511888887,"score_gpt":0.4243303195246755,"score_spread":0.3622868144057867,"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."}}