{"id":"W4410719395","doi":"10.1186/s12936-025-05422-6","title":"Impact of indoor residual spraying on malaria incidence in Ugandan prisons: an interrupted time series analysis","year":2025,"lang":"en","type":"article","venue":"Malaria Journal","topic":"Malaria Research and Control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Trent University; Nottingham Trent University","keywords":"Indoor residual spraying; Malaria; Residual; Incidence (geometry); Interrupted Time Series Analysis; Public health; Interrupted time series; Environmental health; Parasitology; Medicine; Tropical medicine; Time series; Geography; Statistics; Plasmodium falciparum; Mathematics; Immunology; Pathology; Psychological intervention","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":[0.005812066,0.0003740259,0.0007088066,0.001231405,0.000212405,0.0008224714,0.0007521137,0.0004564412,0.001153972],"category_scores_gemma":[0.01323687,0.0002861376,0.001463543,0.001622887,0.000299479,0.000429789,0.0004537528,0.0008098075,0.0001540826],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0008318166,"about_ca_system_score_gemma":0.0004849887,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01240399,"about_ca_topic_score_gemma":0.005419749,"domain_scores_codex":[0.9963502,0.002072624,0.0004044526,0.0003891168,0.0004015076,0.0003821877],"domain_scores_gemma":[0.989158,0.005412472,0.003748181,0.0006195168,0.0006620495,0.0003997057],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001648578,0.0002702561,0.9769536,0.0002478806,0.001357111,0.0005326073,0.0005015763,0.00655726,0.00054018,0.0002639722,0.0004135669,0.01071341],"study_design_scores_gemma":[0.00002580202,0.0009073669,0.9585703,0.00007969183,0.0005911625,0.0003001578,0.0005623005,0.03795283,0.0003054883,0.0001427197,0.0005340459,0.00002797788],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9967216,0.0005465311,0.001648176,0.00008188561,0.00001648679,0.00003402408,0.00064442,0.00001447968,0.0002923532],"genre_scores_gemma":[0.9981611,0.0002581343,0.0005445729,0.00001201609,0.00000968582,0.00003989886,0.0008085077,0.000003417314,0.0001628062],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01240399,"threshold_uncertainty_score":0.03073752,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01427585477134802,"score_gpt":0.3419672920468176,"score_spread":0.3276914372754696,"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."}}