{"id":"W4411953434","doi":"10.1093/jme/tjaf080","title":"Interannual changes in the association between land use, abundance of <i>Culex quinquefasciatus</i> and <i>Culex tarsalis</i> (Diptera: Culicidae), and occurrence of arboviruses in Maricopa County, Arizona","year":2025,"lang":"en","type":"article","venue":"Journal of Medical Entomology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":1,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"","keywords":"Culex quinquefasciatus; Vector (molecular biology); Arbovirus; Culex; Biology; Abundance (ecology); Virology; Ecology; Virus; Larva; Aedes aegypti","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":[0.000426394,0.0001876176,0.0001165983,0.000655181,0.0002026777,0.000478755,0.0002866378,0.0003538658,0.0008528023],"category_scores_gemma":[0.0008598726,0.0001787061,0.0002782707,0.0005851156,0.0001995913,0.0002523635,0.0002465244,0.0002872559,0.0001201292],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004509036,"about_ca_system_score_gemma":0.0002445297,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06753842,"about_ca_topic_score_gemma":0.1211585,"domain_scores_codex":[0.9998128,0.00003770827,0.00001492261,0.00006774341,0.00002768661,0.00003928829],"domain_scores_gemma":[0.9991344,0.0001764944,0.0003744269,0.00006000888,0.0001319695,0.0001227789],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00004752574,0.00002052108,0.9979764,0.000005944461,0.00007342568,0.00002047883,0.00005403692,0.0002202055,0.0003795627,0.00001253936,0.0002523752,0.0009371561],"study_design_scores_gemma":[7.425458e-7,0.00000689953,0.9996042,0.000001305985,0.000008608176,0.000008267797,0.00004320077,0.0002487133,0.00002052701,0.000002749958,0.00005412077,7.058404e-7],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9987713,0.0001058788,0.0000690501,0.00003891213,0.0000081928,0.000003097427,0.0007798201,0.000007246094,0.000216468],"genre_scores_gemma":[0.9987528,0.00005825967,0.00007252538,0.00002165463,0.000009001228,0.000006269971,0.00087606,0.000001734423,0.0002016608],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06753842,"threshold_uncertainty_score":0.1342906,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01243964154262879,"score_gpt":0.3024108464262915,"score_spread":0.2899712048836627,"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."}}