{"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":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.002684349,0.000121716,0.0007231541,0.0001801411,0.0000235346,0.000002563313,0.00001652357,0.0001712607,0.000007598937],"category_scores_gemma":[0.004056262,0.0001004474,0.00002946086,0.0002455237,0.000161323,0.00006425504,0.00003159111,0.0001410796,4.841308e-7],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0000101274,"about_ca_system_score_gemma":0.0000275222,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003609408,"about_ca_topic_score_gemma":0.0001269035,"domain_scores_codex":[0.998184,0.0007783822,0.0005248248,0.0003072536,0.00004210344,0.000163468],"domain_scores_gemma":[0.9964448,0.002984904,0.0002544295,0.0001432421,0.00008228156,0.00009036275],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0004362269,0.00003341772,0.9849491,0.0002866396,0.00004656327,0.000003909461,0.00008543356,0.00000379431,0.00067098,0.0001191181,0.00001747207,0.01334738],"study_design_scores_gemma":[0.003942009,0.0007358422,0.9933309,0.00003106845,0.00003546395,0.00006943911,0.00002294962,0.0007837546,0.00003722123,0.0001760183,0.0007486491,0.00008671037],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9696792,0.02947838,0.00007308655,0.0001736136,0.0001523622,0.0002731085,0.00005507763,0.00001014292,0.0001050159],"genre_scores_gemma":[0.9913386,0.008269901,0.0002310321,0.00006931295,0.00003442823,0.0000075925,0.00001623707,0.000006589149,0.00002635136],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02165935,"threshold_uncertainty_score":0.4856018,"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."}}