{"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":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0005977671,0.0001629097,0.0005796432,0.0003353709,0.00003330679,0.00001228745,0.0001005119,0.0001106758,0.002740719],"category_scores_gemma":[0.0004617375,0.0001104206,0.0003164294,0.000719143,0.00004874825,0.0001428364,0.00002620789,0.0001502331,0.00001811941],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001026289,"about_ca_system_score_gemma":0.00006204565,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.009148393,"about_ca_topic_score_gemma":0.002323068,"domain_scores_codex":[0.9981744,0.000281076,0.0005185699,0.000351652,0.0003811288,0.0002931214],"domain_scores_gemma":[0.9988462,0.0004270891,0.0001623509,0.000302874,0.0001269741,0.0001345126],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001464034,0.0002794295,0.9361632,0.00004043998,0.0006941773,0.00004070573,0.0002093453,0.00001481072,0.0490582,0.0001983589,0.00008208874,0.01175515],"study_design_scores_gemma":[0.002741844,0.0002093517,0.9688339,0.0002929251,0.0007402292,0.000001066877,0.00003270553,0.004892011,0.02172946,0.0002105655,0.000197406,0.0001184913],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9647664,0.0002740481,0.03175995,0.002658611,0.0000461611,0.0003234045,0.00006521634,0.00003543951,0.00007081684],"genre_scores_gemma":[0.9971839,0.00003084384,0.002108575,0.0000532059,0.00007399244,0.00002050816,0.0003452995,0.00001487705,0.0001688054],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03267068,"threshold_uncertainty_score":0.9981709,"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."}}