{"id":"W4313316222","doi":"10.1371/journal.pone.0279464","title":"Measures of malaria transmission, infection, and disease in an area bordering two districts with and without sustained indoor residual spraying of insecticide in Uganda","year":2022,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Malaria Research and Control","field":"Medicine","cited_by":33,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"H2020 European Research Council; National Institute of Allergy and Infectious Diseases; International Development Research Centre; Fogarty International Center; National Institutes of Health; Foundation for the National Institutes of Health","keywords":"Malaria; Indoor residual spraying; Parasitemia; Gametocyte; Medicine; Epidemiology; Transmission (telecommunications); Incidence (geometry); Environmental health; Veterinary medicine; Demography; Biology; Plasmodium falciparum; Immunology; Internal medicine; Artemisinin","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":[0.0006090417,0.0005621018,0.0003016545,0.001299639,0.001298756,0.0006895777,0.0004616565,0.0003542415,0.0005007128],"category_scores_gemma":[0.001383361,0.0005249497,0.0002189048,0.001295583,0.0008768677,0.0005510595,0.0009138579,0.0003669941,0.0001331577],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00105058,"about_ca_system_score_gemma":0.0006916394,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02428507,"about_ca_topic_score_gemma":0.03865163,"domain_scores_codex":[0.9994418,0.0002461715,0.00005592059,0.00007391944,0.00005411312,0.000128174],"domain_scores_gemma":[0.9991716,0.00009386955,0.0004247027,0.00004090584,0.00009915262,0.0001698105],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0001228383,0.0001241966,0.9950996,0.00002635383,0.00002316995,0.0003554969,0.001818161,0.00008550401,0.0007108373,0.00002865378,0.00006153814,0.001543662],"study_design_scores_gemma":[0.00000719314,0.000241394,0.9970363,0.00000757107,0.000008793523,0.0002201469,0.002171814,0.00007496597,0.00008042705,0.000009724413,0.0001370427,0.000004599151],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9997671,0.00003982126,0.0000177437,0.000006065231,6.474369e-7,0.00001326055,0.00005368275,6.097172e-7,0.0001012099],"genre_scores_gemma":[0.9996062,0.0000512637,0.00009999616,0.000006574255,0.000001449025,0.00003855162,0.00009683858,3.46519e-7,0.00009883315],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02428507,"threshold_uncertainty_score":0.04828745,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03799881158267893,"score_gpt":0.2663197390772737,"score_spread":0.2283209274945948,"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."}}