{"id":"W4317542714","doi":"10.5772/intechopen.109603","title":"Dengue Reduction through Vector Control","year":2023,"lang":"en","type":"book-chapter","venue":"Infectious diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Brock University","keywords":"Dengue fever; Vector (molecular biology); Aedes aegypti; Aedes albopictus; Transmission (telecommunications); Environmental health; Medicine; Hygiene; Population; Vector control; Virology; Biology; Ecology; Engineering","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":[0.0002723186,0.0007152716,0.0003507309,0.0007222497,0.0004361394,0.001730139,0.0007720363,0.0008082211,0.03316782],"category_scores_gemma":[0.0004134314,0.0001467889,0.0003372144,0.0005792069,0.0006775457,0.001861838,0.001104419,0.001721998,0.01298182],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008488419,"about_ca_system_score_gemma":0.0009548804,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008114738,"about_ca_topic_score_gemma":0.001778443,"domain_scores_codex":[0.9997525,0.00006223109,0.000008269317,0.00004191055,0.0001165793,0.00001856695],"domain_scores_gemma":[0.999912,0.00003103336,0.000008780509,0.000009234871,0.00002773186,0.00001106854],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.00003071399,0.0001546768,0.0001851754,0.001317745,0.00001678369,0.0001306511,0.0005902491,0.0006100426,0.003203131,0.1889253,0.3722683,0.4325671],"study_design_scores_gemma":[0.000003548911,0.00002140798,0.0001469217,0.0003243003,0.000004222474,0.0001547655,0.00006194345,0.0001104975,0.0004398065,0.01100455,0.9877244,0.000003636302],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.002089015,0.1026936,0.009241002,0.009648211,0.003514657,0.0001795857,0.0002599346,0.0003855497,0.8719884],"genre_scores_gemma":[0.02323776,0.1444491,0.01857576,0.007825258,0.001932321,0.0001687036,0.0004220251,0.0002092329,0.8031798],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.03316782,"threshold_uncertainty_score":0.1109574,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01379471794710893,"score_gpt":0.2582979146364638,"score_spread":0.2445031966893549,"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."}}