{"id":"W2045371199","doi":"10.1371/journal.pone.0071638","title":"Impact of Community-Based Larviciding on the Prevalence of Malaria Infection in Dar es Salaam, Tanzania","year":2013,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":115,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Graduate School, University of Maryland; Canadian Institutes of Health Research; President's Malaria Initiative; Bureau of Educational and Cultural Affairs; National Institutes of Health; National Institute of Allergy and Infectious Diseases; Bill and Melinda Gates Foundation; United States Agency for International Development; Wellcome Trust; U.S. Department of State","keywords":"Tanzania; Malaria; Environmental health; Logistic regression; Anopheles; Medicine; Odds ratio; Dar es salaam; Demography; Biology; Geography; 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":[0.001883213,0.0003393705,0.0002376509,0.0003697896,0.0003029569,0.0002450342,0.0003624988,0.0002556103,0.000849255],"category_scores_gemma":[0.003038629,0.0001386683,0.0002245555,0.0001792955,0.0004098281,0.0001671769,0.0005874232,0.0002878118,0.00006970546],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001163198,"about_ca_system_score_gemma":0.00192915,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02457168,"about_ca_topic_score_gemma":0.03700799,"domain_scores_codex":[0.9990336,0.000595178,0.00003003111,0.0000566829,0.00009054568,0.0001940876],"domain_scores_gemma":[0.998528,0.0003258807,0.00049334,0.00004663948,0.0001915615,0.0004144822],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.002986894,0.004941069,0.8815951,0.0006548106,0.0003694015,0.0006298075,0.001843142,0.002157121,0.01029369,0.0001885234,0.001679555,0.0926609],"study_design_scores_gemma":[0.0005003125,0.007610801,0.9881045,0.0001147562,0.0001509118,0.0001287792,0.0005867793,0.001791465,0.0004765294,0.00004500235,0.0004807003,0.000009427582],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9994136,0.0002145878,0.00003695961,0.00009924742,0.000004513978,0.0000370366,0.00003289109,0.000006057885,0.0001551765],"genre_scores_gemma":[0.999566,0.00008728343,0.0001733446,0.00004550312,0.00000334293,0.00003440835,0.00003796251,5.254071e-7,0.000051649],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02457168,"threshold_uncertainty_score":0.04885733,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05929262797584493,"score_gpt":0.297800521889407,"score_spread":0.2385078939135621,"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."}}