{"id":"W4365512203","doi":"10.3390/geographies3020014","title":"Spatial Evaluation of Dengue Transmission and Vector Abundance in the City of Dhaka, Bangladesh","year":2023,"lang":"en","type":"article","venue":"Geographies","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Winnipeg; University of Manitoba","funders":"International Development Research Centre","keywords":"Geography; Dengue fever; Transmission (telecommunications); Seroprevalence; Vector (molecular biology); Socioeconomics; Monsoon; Environmental health; Distribution (mathematics); Risk factor; Epidemiology; Veterinary medicine; Demography; Biology; Medicine; Serology; Virology; Immunology","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":[0.0005779231,0.00005969163,0.0001555124,0.000177775,0.00002690063,0.000004370237,0.00005184567,0.00003479715,0.00006548702],"category_scores_gemma":[0.00007067327,0.0000400504,0.00007370667,0.0005151049,0.00009424107,0.00002588171,0.000008525989,0.00005322718,5.753957e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.000002991705,"about_ca_system_score_gemma":0.0000303341,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0005359183,"about_ca_topic_score_gemma":0.0002123484,"domain_scores_codex":[0.9991803,0.00008042588,0.0001661012,0.0001089925,0.0003666489,0.00009751456],"domain_scores_gemma":[0.9996191,0.00006434232,0.00005196413,0.0001433079,0.00009329605,0.00002800748],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003444853,0.0001685531,0.7857987,0.0003259588,0.00006162497,0.000006305297,0.002046556,0.00001483987,0.007363269,0.0002714689,0.000316912,0.2032813],"study_design_scores_gemma":[0.001406407,0.0001056904,0.9944752,0.0001109341,0.0001718009,0.000001498931,0.0005377341,0.001716494,0.0006497015,0.000515473,0.0002722088,0.00003679207],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955655,0.00312844,0.00004083578,0.0006841486,0.00003987809,0.000361348,0.0000153455,0.0000118353,0.0001526508],"genre_scores_gemma":[0.9993644,0.0004746684,0.00001551185,0.0000401105,0.00003718773,0.00003366824,0.00001979854,0.000004150024,0.00001046835],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.2086765,"threshold_uncertainty_score":0.1633208,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02283319486024781,"score_gpt":0.2938436777334648,"score_spread":0.271010482873217,"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."}}