{"id":"W2552440979","doi":"10.1371/journal.pone.0166211","title":"The Driving Force for 2014 Dengue Outbreak in Guangdong, China","year":2016,"lang":"en","type":"article","venue":"PLoS ONE","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":54,"is_retracted":false,"has_abstract":true,"ca_institutions":"York University","funders":"Shanxi University; Fudan University; National Natural Science Foundation of China","keywords":"Outbreak; Dengue fever; Environmental health; Transmission (telecommunications); Quarantine; China; Mainland China; Chikungunya; Geography; Virology; Medicine","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":[0.0003160124,0.0003446807,0.0002061457,0.0002477114,0.0004653539,0.0005045028,0.0003174392,0.0003182552,0.001365381],"category_scores_gemma":[0.0005508668,0.0002231001,0.0005273405,0.0003019851,0.0001872589,0.0004302113,0.0005388285,0.0003514106,0.0001099655],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001538581,"about_ca_system_score_gemma":0.00190046,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1264063,"about_ca_topic_score_gemma":0.109481,"domain_scores_codex":[0.9998889,0.00002098176,0.000007540444,0.00002910722,0.0000230791,0.00003041771],"domain_scores_gemma":[0.9998963,0.00001851563,0.00002907389,0.000007698982,0.00002481363,0.0000236232],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002053614,0.0001541497,0.8073977,0.0001551084,0.0002748923,0.001658994,0.000454908,0.1622811,0.005667705,0.002231988,0.006347468,0.01317073],"study_design_scores_gemma":[0.00009674782,0.0002335282,0.6007473,0.00006037609,0.0002265538,0.0002994204,0.001339823,0.3895087,0.001099112,0.001546211,0.004776181,0.00006599742],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9955478,0.0001796118,0.0009385904,0.0005933024,0.00003193483,0.00003667409,0.000832367,0.00003440264,0.001805385],"genre_scores_gemma":[0.9984007,0.0001602173,0.0002729966,0.00003881476,0.000006495065,0.00001522155,0.000642724,0.00000261753,0.0004601033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1264063,"threshold_uncertainty_score":0.251341,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01739688096960807,"score_gpt":0.2432015218923581,"score_spread":0.22580464092275,"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."}}