{"id":"W2971572922","doi":"10.1017/s0950268819001535","title":"Surveillance of congenital Zika syndrome in England and Wales: methods and results of laboratory, obstetric and paediatric surveillance","year":2019,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"Mosquito-borne diseases and control","field":"Medicine","cited_by":12,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Institute of Infection and Immunity; Public Health England; University College London","keywords":"Medicine; Epidemiological surveillance; Pediatrics; Zika virus; Medical emergency; Epidemiology; Virology; Pathology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.004935605,0.0003208157,0.0003030768,0.002335658,0.000304361,0.0007742129,0.0003882102,0.0003466613,0.000317855],"category_scores_gemma":[0.008697404,0.0002820553,0.0002173303,0.001141663,0.0004027026,0.0004618856,0.0009744225,0.0002993146,0.0001197583],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001204633,"about_ca_system_score_gemma":0.001604224,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.06563807,"about_ca_topic_score_gemma":0.06560076,"domain_scores_codex":[0.993531,0.003617623,0.0009702317,0.0003805411,0.001211333,0.0002891948],"domain_scores_gemma":[0.9944357,0.001388304,0.001069884,0.0003299831,0.002381891,0.0003941947],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.000133289,0.00002810611,0.9725288,0.0002720603,0.00003858794,0.0002152757,0.00162821,0.0001984526,0.002491528,0.00007109311,0.000217734,0.022177],"study_design_scores_gemma":[0.00001347924,0.0001932679,0.9950782,0.00009342438,0.00002657917,0.000701122,0.0007523273,0.000414867,0.0009736841,0.00001864429,0.001718759,0.00001571373],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9838735,0.006602372,0.003305394,0.0003591731,0.00003276709,0.0003908202,0.001062695,0.00002592066,0.00434737],"genre_scores_gemma":[0.988442,0.002946248,0.006629108,0.000124956,0.00002371256,0.0002028824,0.0008544014,0.000006591287,0.00077018],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.06563807,"threshold_uncertainty_score":0.130512,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01516887842609433,"score_gpt":0.31276439399642,"score_spread":0.2975955155703257,"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."}}