{"id":"W2792248008","doi":"10.1371/journal.pntd.0006283","title":"House screening with insecticide-treated netting provides sustained reductions in domestic populations of Aedes aegypti in Merida, Mexico","year":2018,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":41,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Centers for Disease Control and Prevention; Universidad Autónoma de Yucatán; Consejo Nacional de Ciencia y Tecnología; International Development Research Centre; Instituto de Seguriidad y Servicios Sociales de los Trabadores del Estado; Instituto Mexicano del Seguro Social; UNICEF; World Health Organization","keywords":"Aedes aegypti; Netting; Chikungunya; Mosquito control; Aedes; Dengue fever; Toxicology; Cluster randomised controlled trial; Cluster (spacecraft); Yellow fever; Outbreak; Biology; Environmental health; Transmission (telecommunications); Deltamethrin; Medicine; Randomized controlled trial; Malaria; Ecology; Virology; Larva; Pesticide; Virus; Surgery; Immunology","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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000007444611,0.000268184,0.000576915,0.0004838966,0.0001248542,0.00003626833,0.0001149196,0.00008648168,0.0001315389],"category_scores_gemma":[0.001631488,0.0002186488,0.0001198477,0.001392088,0.0002870887,0.0001843821,0.00003982022,0.0002167499,0.000004309555],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001210039,"about_ca_system_score_gemma":0.0002862539,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008727182,"about_ca_topic_score_gemma":0.000950352,"domain_scores_codex":[0.9979174,0.0001664478,0.0005874187,0.0004677864,0.000361009,0.0004999443],"domain_scores_gemma":[0.9986117,0.0001874531,0.0001593616,0.0003836541,0.0003402615,0.0003175352],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.004024241,0.002273291,0.9624848,0.0002441247,0.0002074233,0.0002866948,0.0002096551,0.0003716582,0.02688825,0.0005454047,0.00007672563,0.002387739],"study_design_scores_gemma":[0.003672498,0.001021062,0.984156,0.0007544562,0.0006797807,0.00001901799,0.000457925,0.008118444,0.000678302,0.0002179439,0.000008276307,0.0002163171],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9966781,0.0005898764,0.000565226,0.0007426473,0.00002739618,0.001030326,0.00003772913,0.000237418,0.0000912654],"genre_scores_gemma":[0.9981481,0.00001392232,0.001135018,0.0001410763,0.0001832607,0.0002047221,0.00007052684,0.00006315946,0.00004023893],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02620995,"threshold_uncertainty_score":0.8916238,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02091640773377543,"score_gpt":0.2804547490106395,"score_spread":0.2595383412768641,"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."}}