{"id":"W2999612210","doi":"10.1093/jtm/taaa008","title":"Pneumonia of unknown aetiology in Wuhan, China: potential for international spread via commercial air travel","year":2020,"lang":"en","type":"article","venue":"Journal of Travel Medicine","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":946,"is_retracted":false,"has_abstract":true,"ca_institutions":"BlueDot (Canada); St. Michael's Hospital; University of Toronto; University Health Network","funders":"","keywords":"Medicine; Outbreak; Etiology; Air travel; Pneumonia; China; Travel medicine; Intensive care medicine; Coronavirus disease 2019 (COVID-19); Disease; Environmental health; Infectious disease (medical specialty); Virology; Internal medicine; Pathology; Geography; Aviation","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":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001741624,0.0004685125,0.0003463063,0.001542818,0.00108721,0.0007109457,0.0005999563,0.0006573215,0.001070851],"category_scores_gemma":[0.002869464,0.0003007359,0.0003101548,0.001917071,0.0006776245,0.0009863417,0.0008809869,0.0005402914,0.00007424059],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.002101655,"about_ca_system_score_gemma":0.003592822,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.1129989,"about_ca_topic_score_gemma":0.1248885,"domain_scores_codex":[0.9988066,0.0003941099,0.00008908901,0.0001562282,0.0002216162,0.0003324284],"domain_scores_gemma":[0.9984126,0.0002431139,0.0004857824,0.0001306572,0.0003740712,0.0003537369],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0000435157,0.00005137113,0.9946417,0.0000478812,0.00008336982,0.0003981904,0.0006532487,0.0000697463,0.0003125723,0.0001930831,0.0001766483,0.003328754],"study_design_scores_gemma":[0.000005543868,0.00007189583,0.997154,0.00003443427,0.00003291735,0.000304717,0.001458003,0.0003611901,0.0000899322,0.0001102895,0.0003668574,0.00001019056],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9981607,0.0005539041,0.0001120953,0.0004215088,0.000008548624,0.00003915232,0.0001181499,0.000001734337,0.0005842301],"genre_scores_gemma":[0.9991874,0.0003171101,0.0001246364,0.00009502794,0.00001560659,0.00001615961,0.00009940861,7.97526e-7,0.000143892],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1129989,"threshold_uncertainty_score":0.2246822,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1513371275985901,"score_gpt":0.4100704013212995,"score_spread":0.2587332737227094,"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."}}