{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0001905135,0.00009940598,0.0002126162,0.00003395967,0.00007979352,0.00001773074,0.0001187667,0.00004536991,0.0001131415],"category_scores_gemma":[0.0004535439,0.0000523526,0.00009274529,0.00004416383,0.00003174841,0.00005085914,0.00003345128,0.00006081481,0.00007532509],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00004418865,"about_ca_system_score_gemma":0.00004498435,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00003250597,"about_ca_topic_score_gemma":0.0001564555,"domain_scores_codex":[0.9991152,0.00002167779,0.0001845437,0.0001881379,0.000191967,0.0002985126],"domain_scores_gemma":[0.999213,0.0002263017,0.00005228214,0.0003471224,0.00005669313,0.0001046332],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001620559,0.003794755,0.6324843,0.0005782652,0.001153246,0.00005139087,0.0004487468,0.000001726509,0.2054757,0.01276662,0.02165353,0.1199711],"study_design_scores_gemma":[0.01325711,0.0007086149,0.947089,0.002198353,0.0009774719,0.000006307809,0.0001822918,0.003590697,0.01463595,0.004312242,0.01258306,0.0004589658],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9848721,0.001335169,0.0008132271,0.009751881,0.00006590754,0.001051439,0.0000206621,0.00005528503,0.002034331],"genre_scores_gemma":[0.9889544,0.0001683509,0.0001646156,0.000322988,0.0003749328,0.0002472507,0.000005179581,0.00002427321,0.009737956],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.3146046,"threshold_uncertainty_score":0.2134877,"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."}}