{"id":"W4411980170","doi":"10.1186/s12916-025-04244-2","title":"Enhancing protection against vector-borne diseases in forcibly displaced communities: evaluating the efficacy of spatial repellents for cutaneous leishmaniasis control in North-East Syria","year":2025,"lang":"en","type":"article","venue":"BMC Medicine","topic":"Research on Leishmaniasis Studies","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Grand Challenges Canada; Government of Canada","keywords":"Medicine; Leishmaniasis; Cutaneous leishmaniasis; Vector (molecular biology); 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":[0.002329953,0.0006471084,0.0006058543,0.0002532754,0.0003774231,0.0004079562,0.00054764,0.0007419434,0.002035205],"category_scores_gemma":[0.001532859,0.00027967,0.0006092402,0.0002080481,0.0009150251,0.0003970009,0.0004687379,0.0005165873,0.0001729595],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0009042072,"about_ca_system_score_gemma":0.002186397,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005159613,"about_ca_topic_score_gemma":0.01314495,"domain_scores_codex":[0.998984,0.0006341265,0.0000572752,0.0000778137,0.00008698265,0.000159764],"domain_scores_gemma":[0.9990095,0.0002814136,0.0002563385,0.00004627668,0.00009624527,0.0003103285],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"randomized_trial","study_design_gemma":"observational","study_design_scores_codex":[0.4123969,0.2305407,0.04812925,0.00833444,0.001448616,0.0005772619,0.005277356,0.00452992,0.06308074,0.0005431235,0.001293428,0.2238483],"study_design_scores_gemma":[0.05666803,0.8572466,0.08029852,0.0001284902,0.0003492224,0.00008582092,0.0006722552,0.000962013,0.0026972,0.00006517781,0.0008101162,0.00001650709],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9986365,0.000147541,0.00004143472,0.00005666816,0.000006855222,0.0009130656,0.00003032554,0.000003456803,0.0001641002],"genre_scores_gemma":[0.9977912,0.0002857099,0.0004978618,0.00007186764,0.00001683117,0.001033273,0.00003599417,7.489797e-7,0.0002665367],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005159613,"threshold_uncertainty_score":0.01232207,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05180896919219454,"score_gpt":0.3534219968455378,"score_spread":0.3016130276533432,"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."}}