{"id":"W2563255845","doi":"10.1186/s13071-016-1917-3","title":"Spatio-temporal analysis of malaria vector density from baseline through intervention in a high transmission setting","year":2016,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":22,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"University of California, San Francisco; Queen's University Belfast; University of Southampton; National Institutes of Health; Queen's University; International Development Research Centre; Institute for Health Metrics and Evaluation; National Institute of Allergy and Infectious Diseases; London School of Hygiene and Tropical Medicine; Durham University; Wellcome Trust; Wellcome; University of Washington; Bill and Melinda Gates Foundation","keywords":"Indoor residual spraying; Malaria; Anopheles gambiae; Tropical medicine; Vector (molecular biology); Parasitology; Psychological intervention; Anopheles; Biology; Bendiocarb; Transmission (telecommunications); Environmental health; Mosquito control; Ecology; Artemisinin; Veterinary medicine; Medicine; Plasmodium falciparum; Permethrin; Immunology; Zoology; Pesticide","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":[0.003231815,0.0002442454,0.0003194067,0.0006349382,0.0002923877,0.00039119,0.0005633797,0.0003797977,0.001494387],"category_scores_gemma":[0.007523395,0.0002738543,0.0006770974,0.0009336598,0.0002447956,0.0003956708,0.0006767965,0.0004786418,0.0001811308],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0006971742,"about_ca_system_score_gemma":0.00053819,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02348797,"about_ca_topic_score_gemma":0.01575418,"domain_scores_codex":[0.9982985,0.001011737,0.00007856954,0.0003084879,0.0001294218,0.0001732781],"domain_scores_gemma":[0.9964164,0.001317294,0.001212525,0.0003387596,0.0004439039,0.0002710194],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0005804148,0.0001441418,0.9877122,0.00007596371,0.0003662635,0.0001025561,0.0002913373,0.002391249,0.0005053862,0.0001068719,0.0003435084,0.007380255],"study_design_scores_gemma":[0.00002036459,0.0004904068,0.9912231,0.00002727486,0.0001431377,0.0001489915,0.0002831087,0.007080618,0.0001886578,0.0001013723,0.0002828626,0.00001013166],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9975066,0.000206216,0.001209829,0.00005213922,0.000003383024,0.00002521372,0.0007414319,0.00001396743,0.0002413987],"genre_scores_gemma":[0.9989146,0.0000545383,0.0004939086,0.000009025451,0.000001831092,0.0000311418,0.0004272834,0.000001665114,0.00006604146],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02348797,"threshold_uncertainty_score":0.04670256,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01315147858977095,"score_gpt":0.2945931776879089,"score_spread":0.281441699098138,"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."}}