{"id":"W4409645430","doi":"10.1002/puh2.70038","title":"Mosquito‐Borne Diseases in Canada: Integrated Perspectives on Disease Management and Influences of Environmental and Anthropogenic Factors Affecting the Transmission Cycle","year":2025,"lang":"en","type":"article","venue":"Public Health Challenges","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Agriculture and Agri-Food Canada; Université de Montréal; Public Health Agency of Canada","funders":"","keywords":"Transmission (telecommunications); Disease; Disease transmission; Environmental health; Environmental resource management; Environmental planning; Geography; Environmental science; Environmental protection; Biology; Virology; Medicine; Engineering; Telecommunications","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"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":[0.0006614654,0.0006064524,0.0004192063,0.001525322,0.002361756,0.002782876,0.0007416437,0.0003850464,0.002573956],"category_scores_gemma":[0.00120038,0.0001519259,0.0005138316,0.002614263,0.001032815,0.0007913332,0.00112195,0.0007851057,0.00009861658],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.03663251,"about_ca_system_score_gemma":0.07474139,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.9928893,"about_ca_topic_score_gemma":0.9958657,"domain_scores_codex":[0.9994076,0.0001083067,0.00001858933,0.00005934975,0.0001389034,0.0002672355],"domain_scores_gemma":[0.9991424,0.00008502267,0.00009113192,0.00001608302,0.0004776401,0.0001877102],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0003065913,0.0001961067,0.7194067,0.001478539,0.0005487002,0.000740843,0.006989581,0.01307598,0.004643591,0.02989274,0.02106953,0.2016511],"study_design_scores_gemma":[0.00002133139,0.0001231568,0.8969467,0.001280445,0.0004352296,0.0002102269,0.02251143,0.01158539,0.001318564,0.004863955,0.06056938,0.0001342227],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.764014,0.08646986,0.007017933,0.05375721,0.000457212,0.0002243913,0.009244489,0.0001500504,0.07866476],"genre_scores_gemma":[0.9665301,0.02498085,0.003189102,0.0009239927,0.00005284442,0.00002595977,0.0008157108,0.00001187317,0.003469468],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.03663251,"threshold_uncertainty_score":0.2657887,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01743528341739895,"score_gpt":0.2748059605459416,"score_spread":0.2573706771285426,"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."}}