{"id":"W2564327018","doi":"10.12688/f1000research.8461.2","title":"Preliminary results on the control of Aedes spp. in a remote Guatemalan community vulnerable to dengue, chikungunya and Zika virus: community participation and use of low-cost ecological ovillantas for mosquito control","year":2016,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Grand Challenges Canada","keywords":"Chikungunya; Dengue fever; Zika virus; Aedes; Vector (molecular biology); Biology; Mosquito control; Socioeconomics; Environmental health; Medicine; Virology; Virus; Malaria; Immunology; Sociology","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":[0.002704741,0.0009210817,0.0004352248,0.0003538353,0.001262104,0.0004717069,0.0008832066,0.0008854277,0.006470644],"category_scores_gemma":[0.005087917,0.0001919711,0.0008370142,0.0003385591,0.0008523859,0.0005018237,0.001604434,0.0007431071,0.0002791473],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002050281,"about_ca_system_score_gemma":0.005552488,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06059306,"about_ca_topic_score_gemma":0.1220087,"domain_scores_codex":[0.9974371,0.00154017,0.000092284,0.0001765319,0.0001727356,0.0005810926],"domain_scores_gemma":[0.9970824,0.0008597251,0.0003250591,0.0001183559,0.0003808079,0.001233539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.02892472,0.1581808,0.1132733,0.0123201,0.001442998,0.001987347,0.02838167,0.004363097,0.02923124,0.001168837,0.008620111,0.6121057],"study_design_scores_gemma":[0.01478332,0.2198045,0.7330083,0.001068883,0.00156299,0.0002101225,0.007241814,0.002251169,0.006822881,0.0005780581,0.01257026,0.00009775488],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9915088,0.0002857707,0.0003673284,0.001622681,0.00004323829,0.003145844,0.0003091984,0.00003089232,0.002686143],"genre_scores_gemma":[0.9866034,0.0005991323,0.004088548,0.001302694,0.00004833136,0.00512393,0.0003565136,0.000007644858,0.001869806],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06059306,"threshold_uncertainty_score":0.1204808,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1006762546013147,"score_gpt":0.3812444381826319,"score_spread":0.2805681835813172,"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."}}