{"id":"W2000149099","doi":"10.1371/journal.pone.0025949","title":"Spatial Distribution of Bednet Coverage under Routine Distribution through the Public Health Sector in a Rural District in Kenya","year":2011,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":31,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto; Public Health Ontario","funders":"Wellcome Trust; Abbott Laboratories","keywords":"Environmental health; Population; Logistic regression; Public health; Distribution (mathematics); Psychological intervention; Malaria; Health facility; Medicine; Geography; Socioeconomics; Economics; Health services","routes":{"ca_aff":true,"ca_fund":false,"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":[0.0003628218,0.0002436983,0.0002290062,0.0009953713,0.0007223299,0.0005174078,0.0004533112,0.0002920679,0.001259211],"category_scores_gemma":[0.001379589,0.0003793194,0.0001730659,0.001624723,0.0008168521,0.0004544303,0.0006813182,0.0001604636,0.0001619415],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001174541,"about_ca_system_score_gemma":0.0007016673,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.09340639,"about_ca_topic_score_gemma":0.1512818,"domain_scores_codex":[0.9995342,0.0001751895,0.0000367034,0.00008350192,0.00004706988,0.0001232635],"domain_scores_gemma":[0.9991413,0.0002203541,0.0004203904,0.0000380827,0.00009118095,0.00008853985],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001212751,0.00007176265,0.992682,0.000053366,0.00003668481,0.0003960214,0.001229603,0.0006548265,0.001015056,0.0001152773,0.0001391295,0.003484778],"study_design_scores_gemma":[0.000009113256,0.00008444882,0.9966745,0.00001200069,0.00001511566,0.0002731366,0.001844895,0.0008172666,0.00009027529,0.00003107697,0.0001391062,0.000008972156],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9996315,0.00003696696,0.00003329397,0.00001478114,2.872447e-7,0.00000668743,0.0001182876,0.000001621109,0.0001565403],"genre_scores_gemma":[0.9996177,0.00005099289,0.0001050064,0.000004326928,9.002835e-7,0.000007954986,0.0001194829,5.516328e-7,0.00009300406],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.09340639,"threshold_uncertainty_score":0.1857254,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05542351636931149,"score_gpt":0.2548115228374269,"score_spread":0.1993880064681154,"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."}}