{"id":"W7117101235","doi":"10.1186/s13071-025-07130-1","title":"Tracking pyrethroid resistance in arbovirus mosquito vectors: mutations I1532T and F1534C in Aedes albopictus across Europe","year":2025,"lang":"en","type":"article","venue":"Parasites & Vectors","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Steinbach Bible College","funders":"Fundação para a Ciência e a Tecnologia; Universitat de les Illes Balears; Institut National de Recherche pour l'Agriculture, l'Alimentation et l'Environnement; Université de Montpellier; Universidad de Zaragoza; Universidade de Lisboa; Universidad de Murcia; International Atomic Energy Agency; Universidad de Córdoba; Centre de Coopération Internationale en Recherche Agronomique pour le Développement; University of Cyprus; Ministero dell’Istruzione, dell’Università e della Ricerca; Universidad Complutense de Madrid; Directorate for Biological Sciences; Cyprus University of Technology; Universität Basel; City University of Hong Kong","keywords":"Arbovirus; Aedes albopictus; Knockdown resistance; Allele; Insecticide resistance; Aedes; Chikungunya; Pyrethroid","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":["metaepi_narrow"],"consensus_categories":[],"category_scores_codex":[0.0002679357,0.0002823821,0.0005194443,0.0002563834,0.0001306294,0.0001026216,0.0001496945,0.0001157477,0.00005536505],"category_scores_gemma":[0.0006414913,0.0002750437,0.00009855228,0.001035067,0.0001507235,0.0001279631,0.00005845148,0.000319519,0.00001845607],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0001368089,"about_ca_system_score_gemma":0.0001509353,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0006697215,"about_ca_topic_score_gemma":0.005108883,"domain_scores_codex":[0.9979678,0.0001186161,0.0005278391,0.0005862521,0.0002309318,0.0005685915],"domain_scores_gemma":[0.9989103,0.0003493018,0.00009801496,0.0003927649,0.00009582839,0.0001537909],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004686789,0.0002565233,0.9823092,0.0002335251,0.00006979337,0.0002209047,0.002123534,0.00009506498,0.007782105,0.0009978409,0.0001819003,0.00526096],"study_design_scores_gemma":[0.002103911,0.00007289166,0.991138,0.0005171372,0.00009059444,0.000004068656,0.0005034434,0.0003601503,0.001448353,0.0004284134,0.003095426,0.0002375467],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9842128,0.01138346,0.00004599952,0.0007856167,0.0001948651,0.0005543862,0.00002912957,0.00007989023,0.00271384],"genre_scores_gemma":[0.9980512,0.0002029103,0.0001154181,0.0005571242,0.0001071792,0.0001029113,0.00003012352,0.00003283873,0.0008002819],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.0138384,"threshold_uncertainty_score":0.9999702,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01093851179375276,"score_gpt":0.3256313501106127,"score_spread":0.31469283831686,"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."}}