{"id":"W4413112199","doi":"10.1186/s13071-025-06984-9","title":"Ecological drivers of malaria vector habitat and transmission over 1 year of long-lasting insecticidal net intervention in Côte d’Ivoire","year":2025,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Malaria Research and Control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"Ottawa Public Health; University of Ottawa","funders":"Global Fund to Fight AIDS, Tuberculosis and Malaria","keywords":"Malaria; Vector (molecular biology); Anopheles; Ecology; Biology; Habitat; Mosquito control; Anopheles gambiae; Ecological niche; Population; Environmental health; Medicine","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":[0.0002930642,0.0001117462,0.000346942,0.0002466295,0.00002660465,0.000009182212,0.00006751282,0.0001138328,0.0003604201],"category_scores_gemma":[0.0003948665,0.00009244357,0.000105359,0.0002933762,0.0001023245,0.00006201555,0.00003820316,0.0002231138,0.000002176423],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005330377,"about_ca_system_score_gemma":0.00007280904,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0002169098,"about_ca_topic_score_gemma":0.000236531,"domain_scores_codex":[0.9989373,0.0001268598,0.0003262811,0.0002049356,0.0001898891,0.0002147215],"domain_scores_gemma":[0.9993873,0.0002666793,0.00008001735,0.0001144386,0.00006432745,0.00008728742],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0009302811,0.000285147,0.9542251,0.0003682827,0.00007740557,0.00003046496,0.0001649223,0.00001904067,0.03992908,0.0007199002,0.00005704516,0.003193346],"study_design_scores_gemma":[0.002512934,0.0006355188,0.9873701,0.0004187636,0.00006630382,0.000003373384,0.00007167686,0.001601531,0.007129008,0.00008230423,0.00004539991,0.00006313086],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9974295,0.0003562076,0.0005184097,0.0004469332,0.00006050444,0.0003715297,0.000004673222,0.00001512141,0.0007970886],"genre_scores_gemma":[0.9995068,0.00002956654,0.0002279624,0.00002664391,0.00001950452,0.00001269978,0.0000104518,0.000007223933,0.0001591375],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03314498,"threshold_uncertainty_score":0.3946347,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.008875266655906109,"score_gpt":0.290231124632961,"score_spread":0.2813558579770549,"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."}}