{"id":"W1969353645","doi":"10.1016/j.jcv.2014.08.031","title":"Advances in the understanding, management, and prevention of dengue","year":2014,"lang":"en","type":"review","venue":"Journal of Clinical Virology","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":45,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"Canadian Institutes of Health Research; National Institutes of Health","keywords":"Dengue fever; Disease; Transmission (telecommunications); Medicine; Dengue vaccine; Environmental health; Epidemiology; Intensive care medicine; Disease control; Clinical trial; Epidemiologic Surveillance; Dengue virus; Immunology; Computer science","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002444068,0.0001315117,0.002089871,0.0001448788,0.0000138218,0.000005540924,0.0001837459,0.0002282724,0.00003739582],"category_scores_gemma":[0.000425513,0.00006961094,0.0007417074,0.00008759533,0.0001382504,0.00004134856,0.00003342253,0.0005739661,0.000001815643],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00001780587,"about_ca_system_score_gemma":0.00008608742,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":4.481404e-7,"about_ca_topic_score_gemma":0.000006403228,"domain_scores_codex":[0.9969156,0.0007607639,0.001865852,0.0001430061,0.0001921709,0.0001225507],"domain_scores_gemma":[0.996803,0.001120215,0.001774704,0.0001922977,0.0000332951,0.0000764752],"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":[0.0002301352,0.0001961215,0.0008321018,0.005710312,0.0002452746,0.00009788349,0.000006489548,3.048667e-7,1.513713e-8,0.003987408,0.0003441949,0.9883497],"study_design_scores_gemma":[0.002182531,0.001476307,0.003109031,0.005134244,0.003569671,0.0001999292,0.00005998108,0.000006046054,3.989613e-9,0.005996326,0.9782075,0.0000584587],"study_design_candidate":"design_other","study_design_consensus":null,"genre_codex":"review","genre_gemma":"review","genre_scores_codex":[0.0001555887,0.9962931,0.00133321,0.0002480471,0.0002702065,0.0003474578,0.000001680008,0.000001265011,0.001349395],"genre_scores_gemma":[0.004352836,0.994728,0.00009220807,0.0002932285,0.0004491594,0.000005763,0.00000271314,0.000009653501,0.00006640685],"genre_candidate":"review","genre_consensus":"review","teacher_disagreement_score":0.9882913,"threshold_uncertainty_score":0.2838652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1745113977023282,"score_gpt":0.5193306562024613,"score_spread":0.3448192585001332,"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."}}