{"id":"W4412551695","doi":"10.1111/tmi.70012","title":"Burden of Chikungunya Fever and Its Economic and Social Impacts Worldwide: A Systematic Review","year":2025,"lang":"en","type":"review","venue":"Tropical Medicine & International Health","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":11,"is_retracted":false,"has_abstract":true,"ca_institutions":"AIDS Vancouver","funders":"","keywords":"Chikungunya; Disability-adjusted life year; Medicine; Population; Systematic review; Indirect costs; Quality of life (healthcare); MEDLINE; Grey literature; Environmental health; Disease burden; Geography; Demography; Political science; Business; Dengue fever; Virology","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":[0.01123061,0.001825235,0.007521205,0.01844002,0.0007996301,0.003904729,0.001500575,0.001928457,0.004377305],"category_scores_gemma":[0.03949581,0.001137238,0.007164487,0.01786767,0.0008940571,0.003009526,0.001590943,0.001187313,0.0003016755],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004108723,"about_ca_system_score_gemma":0.01961536,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007762475,"about_ca_topic_score_gemma":0.0227293,"domain_scores_codex":[0.9913628,0.002616316,0.003451398,0.0005778672,0.001686469,0.0003050724],"domain_scores_gemma":[0.9681697,0.02110542,0.006398191,0.000379615,0.003533912,0.0004132484],"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":[0.0001220581,0.00001672649,0.002367016,0.9351556,0.01112684,0.0001908183,0.0002649174,0.0001502631,0.0001391322,0.0003825703,0.002065707,0.04801834],"study_design_scores_gemma":[0.0001325162,0.0001443416,0.007286896,0.8995243,0.07192572,0.0006853312,0.0005217965,0.0001458927,0.0001443265,0.0005451066,0.01889615,0.00004764333],"study_design_candidate":"systematic_review","study_design_consensus":"systematic_review","genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.001249867,0.9968566,0.0001683359,0.0005769769,0.0001368658,0.0002298932,0.0004420182,0.000006180853,0.0003332324],"genre_scores_gemma":[0.01139995,0.9868596,0.0006039634,0.0004044665,0.0001141827,0.0003253698,0.0002001874,0.00000383267,0.00008831138],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.01844002,"threshold_uncertainty_score":0.05939382,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03038162995421416,"score_gpt":0.4088326245182898,"score_spread":0.3784509945640756,"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."}}