{"id":"W1897405649","doi":"10.4236/health.2015.76080","title":"Interrelation between Climate and Dengue in Malaysia","year":2015,"lang":"en","type":"article","venue":"Health","topic":"Climate Change and Health Impacts","field":"Environmental Science","cited_by":15,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia; University of Alberta","funders":"","keywords":"Dengue fever; Transmission (telecommunications); Climate change; Geography; Climate model; Precipitation; Climatology; Socioeconomics; Environmental science; Ecology; Virology; Biology; Meteorology; Economics; Geology; Computer science","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":[],"consensus_categories":[],"category_scores_codex":[0.0006107373,0.00005357086,0.0001059136,0.00003138867,0.00003806444,0.000009137319,0.00003595755,0.00003424098,0.000128741],"category_scores_gemma":[0.00002434918,0.00005005823,0.000005651037,0.0001013168,0.00002463836,0.0001192996,0.00006988156,0.00008891986,0.0005638262],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0002571183,"about_ca_system_score_gemma":0.00001469991,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0007880224,"about_ca_topic_score_gemma":0.001246061,"domain_scores_codex":[0.9992605,0.00004901997,0.0001691373,0.0001258601,0.000100249,0.0002951772],"domain_scores_gemma":[0.9995407,0.00002309774,0.00005315198,0.00007715904,0.000001747528,0.0003041348],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000005075814,0.00001015075,0.9786448,0.00002274859,2.214313e-7,0.00000142513,0.002079344,0.00002109098,0.000003314025,0.00002776271,0.005953431,0.01323061],"study_design_scores_gemma":[0.0003372768,0.00009868596,0.9919338,0.00004448663,9.234313e-7,0.000004055706,0.000236032,0.0007028478,0.00000333545,0.0005093407,0.006072985,0.00005622348],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9900483,0.0001233888,0.0000324654,0.00523416,0.00005379275,0.0001649719,0.00000632324,0.00001823728,0.004318386],"genre_scores_gemma":[0.9980124,0.000256455,0.0002685283,0.001339209,0.00004353708,0.000004590944,0.00001805002,0.000006278218,0.00005096224],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.01328898,"threshold_uncertainty_score":0.7247033,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1273971510915381,"score_gpt":0.3681292023303415,"score_spread":0.2407320512388033,"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."}}