{"id":"W2972244539","doi":"10.1093/infdis/jiz453","title":"The Impact of Multiple Rounds of Indoor Residual Spraying on Malaria Incidence and Hemoglobin Levels in a High-Transmission Setting","year":2019,"lang":"en","type":"article","venue":"The Journal of Infectious Diseases","topic":"Malaria Research and Control","field":"Medicine","cited_by":17,"is_retracted":false,"has_abstract":true,"ca_institutions":"MD Precision (Canada); Université de Montréal","funders":"Fogarty International Center; National Institute of Allergy and Infectious Diseases","keywords":"Malaria; Incidence (geometry); Indoor residual spraying; Hemoglobin; Medicine; Cohort; Confidence interval; Rate ratio; Cohort study; Demography; Internal medicine; Plasmodium falciparum; Immunology; Artemisinin; Mathematics","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":[0.002896777,0.0003928864,0.0003077225,0.0003163193,0.0003670875,0.0005309739,0.0004891276,0.0003773378,0.0008327033],"category_scores_gemma":[0.007231856,0.0002836953,0.0004610048,0.000310969,0.0003321654,0.0003986713,0.0006973632,0.0005405716,0.0000753422],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008723597,"about_ca_system_score_gemma":0.0008789221,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00967768,"about_ca_topic_score_gemma":0.01422199,"domain_scores_codex":[0.9977707,0.001361269,0.00007468709,0.0002166378,0.000221998,0.0003548263],"domain_scores_gemma":[0.9949076,0.001739748,0.002220394,0.0002404935,0.0003300566,0.0005617735],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0007215979,0.0004143834,0.9865588,0.00006223031,0.0002268279,0.0001738029,0.0003607969,0.0004922896,0.0005304798,0.00002731216,0.0001119664,0.01031945],"study_design_scores_gemma":[0.00002606446,0.002527432,0.9956509,0.00002736118,0.00009905705,0.0002350942,0.0003794007,0.0006866499,0.0002051615,0.00002128086,0.0001359622,0.000005505823],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997155,0.000094856,0.00004422886,0.00002041936,0.000001400176,0.000007409437,0.00002294712,0.000001233849,0.00009184232],"genre_scores_gemma":[0.9996952,0.00005896311,0.0001620574,0.00001165757,0.000002242706,0.000008898593,0.00001815763,4.867707e-7,0.00004243815],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.00967768,"threshold_uncertainty_score":0.0192427,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008927836400633321,"score_gpt":0.288448312264755,"score_spread":0.2795204758641217,"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."}}