{"id":"W2620214388","doi":"10.1186/s12889-017-4302-z","title":"“Where we put little fish in the water there are no mosquitoes:” a cross-sectional study on biological control of the Aedes aegypti vector in 90 coastal-region communities of Guerrero, Mexico","year":2017,"lang":"en","type":"article","venue":"BMC Public Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":25,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"UBS Optimus Foundation; Consejo Nacional de Ciencia y Tecnología","keywords":"Dengue fever; Aedes aegypti; Aedes; Mosquito control; Biostatistics; Dengue virus; Environmental health; Aedes albopictus; Medicine; Cross-sectional study; Outbreak; Public health; Vector (molecular biology); Demography; Veterinary medicine; Larva; Ecology; Biology; Malaria; Virology; Immunology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0008160535,0.0003327705,0.0002638177,0.0004907306,0.0008596809,0.0005906313,0.0005042297,0.0006109902,0.001031158],"category_scores_gemma":[0.001445625,0.0004750116,0.0003721469,0.0006277514,0.0004964971,0.0004496186,0.0004822818,0.0004903182,0.0001581528],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00101393,"about_ca_system_score_gemma":0.0005585811,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08823136,"about_ca_topic_score_gemma":0.1262378,"domain_scores_codex":[0.9996583,0.00009442251,0.000031244,0.00008743438,0.00005304175,0.0000755496],"domain_scores_gemma":[0.9991371,0.0001011424,0.0005011373,0.00005159952,0.00008853956,0.0001205496],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004032237,0.00004933389,0.9985787,0.00001308971,0.00003982357,0.0000544574,0.0005847688,0.00000698171,0.0001090025,0.00000602155,0.00009223705,0.000425346],"study_design_scores_gemma":[0.000005331557,0.0000563387,0.999092,0.000007115426,0.00001298243,0.00005542189,0.000644699,0.00001516301,0.000009827355,0.000001907483,0.0000979677,0.000001225972],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9995267,0.00009945536,0.00001711372,0.00004947213,0.000002410531,0.00001151374,0.0001966047,8.783595e-7,0.00009585741],"genre_scores_gemma":[0.9991658,0.0002233919,0.00008448159,0.00007834617,0.00000500411,0.00002619972,0.0002438258,0.000001104652,0.0001719005],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08823136,"threshold_uncertainty_score":0.1754356,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1050372158588497,"score_gpt":0.352831975065409,"score_spread":0.2477947592065594,"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."}}