{"id":"W2980087720","doi":"10.5864/d2019-020","title":"Prospects of leveraging an existing mosquito-borne disease surveillance system to monitor other emerging mosquito-borne diseases: a systematic review of West Nile Virus surveillance in Canada (2000–2016)","year":2019,"lang":"en","type":"review","venue":"Environmental Health Review","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":3,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto Metropolitan University","funders":"","keywords":"West Nile virus; Preparedness; Public health surveillance; Public health; Disease surveillance; Government (linguistics); Environmental health; Epidemiological surveillance; Geography; Medicine; Virology; Political science; Epidemiology; Virus","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"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":[0.008661095,0.0008577585,0.003388001,0.01359934,0.000789557,0.002535203,0.001586075,0.0009497635,0.002255657],"category_scores_gemma":[0.02964181,0.0005851536,0.003766564,0.01601976,0.0008421351,0.001530941,0.0009614845,0.001003923,0.0002290699],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.008243112,"about_ca_system_score_gemma":0.06062518,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.3760958,"about_ca_topic_score_gemma":0.6702489,"domain_scores_codex":[0.9961388,0.0009624422,0.001262994,0.0003243268,0.001090522,0.0002210119],"domain_scores_gemma":[0.9764276,0.01173411,0.003219028,0.0003389054,0.007706176,0.0005741495],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"systematic_review","study_design_gemma":"systematic_review","study_design_scores_codex":[0.0001653433,0.00002509912,0.00493355,0.7375748,0.005059984,0.0001695869,0.0005805135,0.0002631446,0.0003508354,0.0006964594,0.00853429,0.2416464],"study_design_scores_gemma":[0.0001043521,0.0001762971,0.02979559,0.7847971,0.03510548,0.0005201445,0.000885156,0.0002144209,0.0003847607,0.0004595371,0.1474663,0.0000908041],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0005285953,0.9980314,0.00006404844,0.0004101832,0.00006474605,0.00005046088,0.0005385942,0.000003905394,0.0003081161],"genre_scores_gemma":[0.007002977,0.9915503,0.0004561057,0.0004329228,0.00003131241,0.0000660579,0.0003665801,0.00000289914,0.00009078554],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.6239042,"threshold_uncertainty_score":0.7478133,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.02514711964503174,"score_gpt":0.3211590427296708,"score_spread":0.296011923084639,"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."}}