{"id":"W4309636893","doi":"10.1007/s11908-022-00789-y","title":"Chikungunya: An Emerging Public Health Concern","year":2022,"lang":"en","type":"review","venue":"Current Infectious Disease Reports","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":82,"is_retracted":false,"has_abstract":true,"ca_institutions":"Toronto General Hospital; University of Toronto; McMaster University; Hamilton Health Sciences","funders":"","keywords":"Chikungunya; Dengue fever; Public health; Transmission (telecommunications); Tropical disease; Arbovirus; Disease; Aedes; Outbreak; Medicine; Environmental health; Virology; Virus; Pathology","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":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.0009784568,0.0009156917,0.002955161,0.0005493612,0.0005594954,0.000185948,0.0002085359,0.0001512061,0.003780821],"category_scores_gemma":[0.0007320071,0.000817579,0.002085919,0.0007852448,0.00006230795,0.0002077397,0.0002605554,0.001177899,0.00005771344],"about_ca_system_candidate":true,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002080862,"about_ca_system_score_gemma":0.008620115,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00007056405,"about_ca_topic_score_gemma":0.000008503978,"domain_scores_codex":[0.9935769,0.0005926176,0.001878439,0.001580438,0.001212634,0.001158989],"domain_scores_gemma":[0.992229,0.0001017861,0.002229322,0.001988657,0.0001722604,0.003278915],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"not_applicable","study_design_scores_codex":[0.0000126673,0.001669364,0.00412615,0.02853537,0.0005520559,0.00190057,0.00003373271,0.000001322088,7.043387e-9,0.0001030166,0.005216534,0.9578492],"study_design_scores_gemma":[0.0004791605,0.0002346651,0.0002692381,0.004296386,0.003554842,0.001152355,0.00001618326,0.00002130891,3.104215e-9,0.00004977694,0.989261,0.0006650725],"study_design_candidate":"not_applicable","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.00009831017,0.9895799,0.00003308827,0.0001921113,0.005044953,0.003188996,0.000227342,0.0006478765,0.0009874634],"genre_scores_gemma":[0.001046845,0.9897353,0.000001748331,0.0003624009,0.00185771,0.001825793,0.004617767,0.0002115449,0.0003408752],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9840445,"threshold_uncertainty_score":0.9994275,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1703675984567574,"score_gpt":0.4357877818908073,"score_spread":0.2654201834340498,"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."}}