{"id":"W4391143877","doi":"10.1093/jme/tjae001","title":"Two decades of endemic dengue in Bangladesh (2000–2022): trends, seasonality, and impact of temperature and rainfall patterns on transmission dynamics","year":2024,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":30,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"European and Developing Countries Clinical Trials Partnership; National Institutes of Health; Ministry of Health and Family Welfare; National Institute for Health and Care Research; International Development Research Centre; World Health Organization","keywords":"Dengue fever; Seasonality; Poisson regression; Case fatality rate; Demography; Transmission (telecommunications); Incidence (geometry); Environmental science; Biology; Statistics; Mathematics; Population; Virology","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":[0.0006611415,0.0003577882,0.0002563327,0.0007906329,0.0002112165,0.0007268244,0.0001978734,0.0003855536,0.00120714],"category_scores_gemma":[0.001025871,0.000151427,0.0003367288,0.001506258,0.0001733103,0.000768792,0.0005284423,0.0003833583,0.0003192654],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0007827519,"about_ca_system_score_gemma":0.0005809441,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.03967332,"about_ca_topic_score_gemma":0.05206325,"domain_scores_codex":[0.9997285,0.00004563169,0.00004880448,0.00005909867,0.0000478159,0.00007013544],"domain_scores_gemma":[0.9994519,0.00004575274,0.000295738,0.00002717547,0.0001019854,0.00007743254],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000243846,0.00003160581,0.9917977,0.00006010326,0.00009646387,0.0001984663,0.0002552868,0.0003461542,0.0004842852,0.00006750583,0.000535154,0.005883527],"study_design_scores_gemma":[0.00000661067,0.0000488014,0.9978376,0.00002740352,0.00002390737,0.000233641,0.0004740243,0.0002367064,0.00008154425,0.00002673196,0.0009963398,0.000006699479],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9919367,0.001963675,0.0001639215,0.0002608104,0.00002153646,0.0000130418,0.004311378,0.000009355937,0.00131959],"genre_scores_gemma":[0.9953264,0.001054337,0.0000850588,0.00007759478,0.00001936895,0.00001588764,0.00307116,0.000002661663,0.0003475074],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03967332,"threshold_uncertainty_score":0.07888478,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008452283221780597,"score_gpt":0.3371285673425411,"score_spread":0.3286762841207605,"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."}}