{"id":"W2762094615","doi":"10.1371/journal.pntd.0005938","title":"Lymphatic filariasis transmission on Mafia Islands, Tanzania: Evidence from xenomonitoring in mosquito vectors","year":2017,"lang":"en","type":"article","venue":"PLoS neglected tropical diseases","topic":"Parasitic Diseases Research and Treatment","field":"Medicine","cited_by":37,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada","keywords":"Lymphatic filariasis; Wuchereria bancrofti; Biology; Anopheles gambiae; Culex quinquefasciatus; Vector (molecular biology); Filariasis; Mass drug administration; Culex; Anopheles; Parasitology; Virology; Brugia malayi; Veterinary medicine; Malaria; Zoology; Immunology; Ecology; Population; Helminths; Medicine; Environmental health; Larva; Genetics; Aedes aegypti","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000271212,0.0002401274,0.00008377862,0.0005261523,0.0003764033,0.0002176311,0.0001737095,0.0001591601,0.001496559],"category_scores_gemma":[0.0004839794,0.0001442504,0.00008204371,0.0002776439,0.0003537384,0.0001821259,0.0002934892,0.0001410452,0.0001454594],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001886666,"about_ca_system_score_gemma":0.0002537005,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01228326,"about_ca_topic_score_gemma":0.01762816,"domain_scores_codex":[0.9998977,0.00003064927,0.000009469579,0.00001394947,0.00001562712,0.00003269269],"domain_scores_gemma":[0.9997223,0.00004789168,0.0001178026,0.00001246865,0.00005770694,0.00004185249],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00007584405,0.00003618533,0.9904543,0.00005982498,0.00001277585,0.0003835653,0.001185189,0.00001760143,0.003833899,0.00003621996,0.0001516208,0.003752908],"study_design_scores_gemma":[0.000003812937,0.0001202252,0.9984288,0.00001929652,0.0000106098,0.000349946,0.0006566264,0.00005068396,0.0001899135,0.000008569639,0.0001597326,0.000001787048],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994485,0.0001511957,0.00003380131,0.00002074871,0.000001843391,0.00001017878,0.00006576694,0.00000168427,0.0002663003],"genre_scores_gemma":[0.9996194,0.0001131348,0.0000856206,0.00001257083,0.000002354334,0.000007278334,0.00007364659,3.125207e-7,0.00008553336],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01228326,"threshold_uncertainty_score":0.02442354,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04470805073445909,"score_gpt":0.3358597750478725,"score_spread":0.2911517243134134,"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."}}