{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0002942944,0.0001650026,0.0004602567,0.00003651086,0.00005378476,0.00001590512,0.0001289764,0.00008145847,0.0002161499],"category_scores_gemma":[0.0002229421,0.0001226963,0.00009662066,0.000415623,0.00007937058,0.000132453,0.00005143593,0.0002445898,0.000008664969],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003810654,"about_ca_system_score_gemma":0.0002472108,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005256934,"about_ca_topic_score_gemma":0.0009186583,"domain_scores_codex":[0.9982561,0.0001607209,0.0005220571,0.0002257858,0.0004071585,0.0004281353],"domain_scores_gemma":[0.9991478,0.00005957316,0.0002077951,0.0003563852,0.00009684196,0.0001315899],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002632921,0.01899072,0.9451796,0.000670607,0.0004648334,0.00004798353,0.002125077,0.000009425356,0.0011096,0.018759,0.0009174886,0.009092752],"study_design_scores_gemma":[0.00364162,0.0005203006,0.9926299,0.0002585608,0.00009910251,0.000002933984,0.0003226588,0.00146638,0.0003284338,0.0004706029,0.0001356226,0.0001239074],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.987296,0.0006272172,0.005728908,0.004227189,0.00005100392,0.0008975011,0.0009908028,0.00003086484,0.0001504792],"genre_scores_gemma":[0.9963561,0.0001708606,0.00001658699,0.000345794,0.0001220184,0.00007409304,0.002868924,0.00001440928,0.00003120583],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04745029,"threshold_uncertainty_score":0.7946947,"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."}}