{"id":"W2800670911","doi":"10.1371/currents.outbreaks.ff0f6190d5431c2a2e824255eaeaf339","title":"Zika virus outbreak in Suriname, a report based on laboratory surveillance data","year":2018,"lang":"en","type":"article","venue":"PLoS Currents","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":6,"is_retracted":false,"has_abstract":true,"ca_institutions":"Université Laval","funders":"","keywords":"Outbreak; Zika virus; Chikungunya; Medicine; Geography; Environmental health; Socioeconomics; Demography; Pediatrics; Virology; Virus","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":[0.0003296942,0.0001848665,0.0003623889,0.0001150723,0.00004362964,0.00002314109,0.0002950993,0.00006616701,0.0003388085],"category_scores_gemma":[0.000704965,0.000163484,0.0000493141,0.0002959677,0.00006717009,0.0000916362,0.0001081501,0.0001827104,0.0002511805],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006458997,"about_ca_system_score_gemma":0.0002769725,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0001015773,"about_ca_topic_score_gemma":0.0001764493,"domain_scores_codex":[0.9981343,0.00008429907,0.0003584729,0.0006068748,0.0004851204,0.0003309739],"domain_scores_gemma":[0.9977728,0.00005826259,0.0001283968,0.001643129,0.0001889899,0.0002084466],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008709874,0.002126175,0.9809359,0.0001495523,0.00005712746,0.0007427466,0.00002895652,0.000001992859,0.0007507396,0.00001568521,0.008876734,0.005443444],"study_design_scores_gemma":[0.004551406,0.0004165686,0.9337457,0.0004901228,0.00009061716,0.00001022697,0.00001767681,0.02211667,0.0006748476,0.0000121537,0.03756774,0.0003062874],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9940166,0.0004627291,0.00003741946,0.0004466262,0.0006210999,0.0005532862,0.0008604982,0.00009757892,0.002904124],"genre_scores_gemma":[0.997788,0.00002068812,0.00004213765,0.0008096849,0.0005011701,0.00003835757,0.000636283,0.0000290475,0.0001346663],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.04719017,"threshold_uncertainty_score":0.6666685,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0443876928815035,"score_gpt":0.3292276629594491,"score_spread":0.2848399700779456,"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."}}