{"id":"W2315423634","doi":"10.12688/f1000research.8461.1","title":"Control of Aedes aegypti in a remote Guatemalan community vulnerable to dengue, chikungunya and Zika virus: Prospective evaluation of an integrated intervention of web-based health worker training in vector control, low-cost ecological ovillantas, and community engagement","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Grand Challenges Canada","keywords":"Chikungunya; Mosquito control; Dengue fever; Medicine; Aedes aegypti; Public health; Community health; Aedes; Zika virus; Environmental health; Intervention (counseling); Vector (molecular biology); Nursing; Ecology; Virology; Biology; Virus; Immunology; Malaria","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002986396,0.00206833,0.001090951,0.0006531616,0.002247752,0.0007933374,0.001544464,0.00219041,0.003978984],"category_scores_gemma":[0.003260723,0.0008463254,0.001724687,0.0005433568,0.00166856,0.001234361,0.002192954,0.001811599,0.0003890034],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.003976946,"about_ca_system_score_gemma":0.007259427,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06319218,"about_ca_topic_score_gemma":0.09388452,"domain_scores_codex":[0.9965778,0.001609292,0.0001199413,0.000409405,0.0002282538,0.001055311],"domain_scores_gemma":[0.9977497,0.0002745674,0.0003907022,0.0001350401,0.0002344062,0.001215529],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"nonrandomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.1109956,0.6080785,0.1006951,0.003610529,0.002614332,0.0006657841,0.009212065,0.002641371,0.006771212,0.0004015568,0.003492058,0.1508219],"study_design_scores_gemma":[0.081828,0.5691071,0.3374611,0.0004537555,0.001261317,0.00009038483,0.003270765,0.00240396,0.001179617,0.0002560824,0.00257945,0.000108395],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9952902,0.0001423103,0.0001372174,0.0002487407,0.00003437174,0.003508707,0.0001799997,0.00002135173,0.0004370781],"genre_scores_gemma":[0.9836397,0.0003390594,0.001904153,0.0006943745,0.00005957563,0.01227394,0.000320473,0.000005644761,0.0007630842],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06319218,"threshold_uncertainty_score":0.1256487,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1089452247961308,"score_gpt":0.4127466419569297,"score_spread":0.3038014171607989,"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."}}