{"id":"W2127681556","doi":"10.2310/7060.2003.2676","title":"Experience of Severe Acute Respiratory Syndrome in Singapore: Importation of Cases, and Defense Strategies at the Airport","year":2006,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":64,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"","keywords":"Outbreak; Medicine; Christian ministry; Transmission (telecommunications); Isolation (microbiology); Incidence (geometry); Environmental health; Coronavirus disease 2019 (COVID-19); Medical emergency; Disease; Infectious disease (medical specialty); Virology; Pathology","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001546662,0.0001172363,0.0006225249,0.00009393383,0.00004225914,0.000002407807,0.0001096803,0.00005972556,0.00002801018],"category_scores_gemma":[0.002386855,0.0000615309,0.00006078199,0.0001570524,0.0004525705,0.00008670869,0.00003325024,0.0001707221,9.825396e-8],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00006216588,"about_ca_system_score_gemma":0.00006870833,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003128902,"about_ca_topic_score_gemma":0.0003080958,"domain_scores_codex":[0.9981287,0.000104495,0.001190837,0.0001001726,0.0003490135,0.0001268463],"domain_scores_gemma":[0.9960822,0.002429116,0.001163848,0.000135218,0.0001496441,0.0000399467],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001367328,0.0006568561,0.8441902,0.001450634,0.0005328726,0.007205399,0.0203109,0.0004331744,0.08538909,0.02476951,0.01198466,0.00170932],"study_design_scores_gemma":[0.001297234,0.001124054,0.9552065,0.0005416913,0.0001712978,0.002006903,0.006512119,0.00001301398,0.0007005752,0.03218514,0.0001423949,0.00009913433],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9962631,0.002041559,0.0002410396,0.001087401,0.00005664847,0.0001154159,0.000005667175,0.000002873533,0.0001862841],"genre_scores_gemma":[0.9991103,0.0001741792,0.0004709809,0.0001474614,0.00004821544,0.000002368758,8.042688e-7,0.000006138759,0.00003958188],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1110162,"threshold_uncertainty_score":0.285746,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1488469002659716,"score_gpt":0.4066350245446085,"score_spread":0.2577881242786368,"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."}}