{"id":"W3040256307","doi":"10.1186/s12879-020-05172-7","title":"Epidemiology and genetic diversity of circulating dengue viruses in Medellin, Colombia: a fever surveillance study","year":2020,"lang":"en","type":"article","venue":"BMC Infectious Diseases","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":18,"is_retracted":false,"has_abstract":true,"ca_institutions":"McGill University","funders":"Bill and Melinda Gates Foundation","keywords":"Dengue fever; Chikungunya; Genotyping; Genotype; Virology; Serotype; Dengue virus; Epidemiology; Medicine; Medical microbiology; Biology; Internal medicine; Genetics","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":[0.0001452535,0.000160587,0.0006226291,0.00006929965,0.0001003474,0.000004852206,0.0000695339,0.00005815726,0.00006936646],"category_scores_gemma":[0.001835959,0.0001524,0.0001230012,0.0002235362,0.00009126308,0.00003954181,0.0001802891,0.00009931338,0.000004944118],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003666124,"about_ca_system_score_gemma":0.0001033405,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.001186704,"about_ca_topic_score_gemma":0.0009353951,"domain_scores_codex":[0.998484,0.000350743,0.0003924101,0.0003868106,0.0001437476,0.0002423137],"domain_scores_gemma":[0.9986846,0.0005883787,0.000155531,0.0001945817,0.00008894534,0.0002879316],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0002724645,0.0005296649,0.9968745,0.000254259,0.0001007931,0.0001019579,0.000263245,0.0005868592,0.00004747554,0.00002042186,0.00005562842,0.0008927234],"study_design_scores_gemma":[0.003810589,0.0004396094,0.9900679,0.00002939326,0.0002696651,0.00001110465,0.0003163849,0.004774478,0.000003263004,0.0001334232,0.00001251653,0.0001316702],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9945428,0.003878943,0.0005045404,0.00006850057,0.00005233446,0.000804865,0.00004419655,0.00006278534,0.00004102492],"genre_scores_gemma":[0.9987812,0.00007891386,0.00004106108,0.0009479109,0.0001014003,0.0000249003,0.000006847271,0.00001448939,0.000003273033],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.006806605,"threshold_uncertainty_score":0.6214692,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.04689634299701005,"score_gpt":0.3002791147178074,"score_spread":0.2533827717207974,"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."}}