{"id":"W2769853361","doi":"10.1186/s12936-017-2116-1","title":"Micro-spatial distribution of malaria cases and control strategies at ward level in Gwanda district, Matabeleland South, Zimbabwe","year":2017,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":27,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Medical Research Council; Inyuvesi Yakwazulu-Natali; International Development Research Centre","keywords":"Malaria; Poisson regression; Normalized Difference Vegetation Index; Indoor residual spraying; Altitude (triangle); Geography; Ecological study; Incidence (geometry); Environmental health; Public health; Spatial distribution; Medicine; Ecology; Mathematics; Plasmodium falciparum; Population; Climate change; Biology; Immunology","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":[0.0003535095,0.0002367948,0.0002147794,0.0008598746,0.0004026199,0.0005425717,0.0004454986,0.0002198412,0.001200238],"category_scores_gemma":[0.001631477,0.0002366727,0.0002893357,0.001142138,0.0004586164,0.0002724449,0.0007134828,0.0002345555,0.00009336718],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001086519,"about_ca_system_score_gemma":0.0007158424,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.08877904,"about_ca_topic_score_gemma":0.1173051,"domain_scores_codex":[0.9996065,0.0001305691,0.00002628973,0.00007581258,0.00003946834,0.0001212864],"domain_scores_gemma":[0.9995885,0.00009101685,0.0001917127,0.00003154579,0.00004938652,0.00004781919],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000518124,0.00002578971,0.9913259,0.0000422645,0.00007409479,0.0002787439,0.000966686,0.00089998,0.000730641,0.0002204442,0.0002230734,0.005160465],"study_design_scores_gemma":[0.000003449282,0.00002926767,0.9970201,0.00001522381,0.00001823531,0.0001182474,0.001021156,0.001426926,0.00005290045,0.00005612822,0.0002337231,0.000004587248],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9992136,0.0001183603,0.0001872091,0.00005031356,0.000001374283,0.00001982585,0.0002420005,0.000003291352,0.0001639674],"genre_scores_gemma":[0.9994549,0.00005943486,0.0001921813,0.000005108078,9.020241e-7,0.00001637971,0.0001684334,6.042472e-7,0.0001019296],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.08877904,"threshold_uncertainty_score":0.1765246,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02782392871215739,"score_gpt":0.2887024449917314,"score_spread":0.260878516279574,"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."}}