{"id":"W3126389963","doi":"10.12688/f1000research.8461.3","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":2017,"lang":"en","type":"preprint","venue":"F1000Research","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":9,"is_retracted":false,"has_abstract":true,"ca_institutions":"Laurentian University","funders":"Grand Challenges Canada","keywords":"Chikungunya; Zika virus; Dengue fever; Aedes; Socioeconomics; Biology; Environmental health; Medicine; Virology; Virus; 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":[0.002600279,0.0009056579,0.0004125922,0.0003549483,0.001236861,0.0004487474,0.0008504312,0.000856759,0.005954808],"category_scores_gemma":[0.004683243,0.0001916249,0.0008165466,0.0003266151,0.0008510569,0.0004878578,0.001570092,0.0007097539,0.0002589416],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00201234,"about_ca_system_score_gemma":0.005221173,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06181381,"about_ca_topic_score_gemma":0.1245707,"domain_scores_codex":[0.9975716,0.001460265,0.00008799457,0.000166914,0.0001643237,0.0005487575],"domain_scores_gemma":[0.9973165,0.0007578982,0.0003044079,0.0001105913,0.0003355056,0.001175059],"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":[0.02985321,0.1627195,0.1259653,0.0108197,0.001434255,0.002004792,0.02754181,0.004417401,0.02941676,0.001046754,0.007844871,0.5969356],"study_design_scores_gemma":[0.01387808,0.202288,0.7558501,0.0008466188,0.001367014,0.0001931751,0.006560104,0.002138367,0.006009702,0.0004578321,0.01032543,0.00008551085],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9928925,0.0002442926,0.0003074586,0.0013626,0.00003518096,0.002601126,0.000264238,0.00002588391,0.002266767],"genre_scores_gemma":[0.9888101,0.0005049382,0.003434365,0.001081007,0.00004303007,0.004152771,0.0003245564,0.000006411752,0.00164288],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06181381,"threshold_uncertainty_score":0.122908,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1281099491973519,"score_gpt":0.3997779526892,"score_spread":0.2716680034918481,"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."}}