{"id":"W4214653987","doi":"10.4269/ajtmh.21-0667","title":"Comparison of Different Sampling Methods to Catch Lymphatic Filariasis Vectors in a Sudan Savannah Area of Mali","year":2022,"lang":"en","type":"article","venue":"American Journal of Tropical Medicine and Hygiene","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Ottawa","funders":"World Health Organization","keywords":"Wuchereria bancrofti; Lymphatic filariasis; Biology; Plasmodium falciparum; Anopheles; Filariasis; Culex quinquefasciatus; Veterinary medicine; Malaria; Medicine; Immunology; Larva; Ecology; Helminths","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":[0.001453517,0.0003817999,0.00024199,0.001080413,0.000685112,0.0004614682,0.0002773357,0.0001796129,0.0003002987],"category_scores_gemma":[0.001531603,0.0001401655,0.0002435705,0.000773466,0.0002979923,0.0002788292,0.0004624437,0.0001505086,0.00006582841],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0005398261,"about_ca_system_score_gemma":0.0005798319,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.01334907,"about_ca_topic_score_gemma":0.04787141,"domain_scores_codex":[0.998978,0.0005229893,0.00007377206,0.00009438021,0.0002184629,0.0001124973],"domain_scores_gemma":[0.9993758,0.000149218,0.0002096757,0.00003029556,0.0001906101,0.00004448952],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003647301,0.0002724594,0.9233369,0.000272187,0.0002168249,0.0002260511,0.001843789,0.0009648146,0.01782872,0.0001867081,0.000305639,0.05418119],"study_design_scores_gemma":[0.00002564909,0.001554257,0.9879017,0.00007588212,0.0001236787,0.0002900969,0.002492235,0.002517021,0.003618466,0.00004840111,0.001332549,0.00002013981],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9984832,0.0003068039,0.0004616642,0.0000374905,0.00001009597,0.00006369202,0.00007235322,0.000004378285,0.000560388],"genre_scores_gemma":[0.9943026,0.0005326699,0.00444396,0.00006210377,0.00001017609,0.0001110762,0.0002119536,0.000002193457,0.0003232832],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01334907,"threshold_uncertainty_score":0.02654278,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.05266537882066887,"score_gpt":0.4022064928597601,"score_spread":0.3495411140390913,"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."}}