{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001790766,0.0001310754,0.0007363625,0.000283285,0.00001721705,0.00001820684,0.0002189587,0.0002199616,0.00002735386],"category_scores_gemma":[0.001588948,0.00008902224,0.00007221667,0.0003028836,0.0002120458,0.00008846323,0.00008315151,0.0005362587,1.844571e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006759911,"about_ca_system_score_gemma":0.0002546971,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007161581,"about_ca_topic_score_gemma":0.0009808777,"domain_scores_codex":[0.9978593,0.0003068368,0.000739607,0.0001600886,0.0007116166,0.0002225444],"domain_scores_gemma":[0.9979681,0.001101984,0.0005236923,0.0001214472,0.0001693954,0.0001154274],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004732334,0.0002755492,0.9878094,0.0002207352,0.0001391482,0.0001225506,0.0006607951,0.000001097021,0.0002423558,0.0004559117,0.001159837,0.008439342],"study_design_scores_gemma":[0.005212092,0.0006641262,0.9873564,0.0009600883,0.0002868768,0.00008749384,0.0002835233,0.0001039811,0.0001652315,0.000408452,0.004391446,0.00008033807],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9852635,0.004106353,0.00007757319,0.009995991,0.0002047002,0.0001800059,0.00006841528,0.000002617463,0.0001008184],"genre_scores_gemma":[0.9945064,0.002535906,0.00002368656,0.002776907,0.0001217179,0.000005529463,0.000008598554,0.000004248401,0.00001706988],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.009242811,"threshold_uncertainty_score":0.3630222,"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."}}