{"id":"W3112133931","doi":"10.1017/s0950268820002988","title":"Quarantine and the risk of COVID-19 importation","year":2020,"lang":"en","type":"article","venue":"Epidemiology and Infection","topic":"COVID-19 epidemiological studies","field":"Mathematics","cited_by":20,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of New Brunswick; University of Manitoba","funders":"","keywords":"Quarantine; Transmission (telecommunications); Social distance; Coronavirus disease 2019 (COVID-19); Outbreak; Transmission rate; Risk assessment; Business; Environmental health; Medicine; Virology; Computer security; Computer science; Telecommunications; Infectious disease (medical specialty); Disease","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":[0.002863207,0.0004134993,0.0004277701,0.0007750175,0.0003921229,0.001319282,0.0009110838,0.001010769,0.003800502],"category_scores_gemma":[0.01669614,0.0002190714,0.0005777701,0.0006310149,0.000806588,0.0008499702,0.001392534,0.001096868,0.0002361856],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.001059059,"about_ca_system_score_gemma":0.0006545216,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.005202392,"about_ca_topic_score_gemma":0.004627007,"domain_scores_codex":[0.9984915,0.0007182641,0.00008763801,0.0002072724,0.0002165195,0.0002788586],"domain_scores_gemma":[0.9770832,0.009658442,0.01088616,0.0008156998,0.0008484533,0.0007080795],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001019736,0.0006218672,0.5783018,0.0001831704,0.0005126666,0.001845309,0.0005851535,0.3573843,0.00276828,0.0346135,0.001700151,0.02046405],"study_design_scores_gemma":[0.0001369396,0.002681799,0.1806429,0.0001416204,0.0003002766,0.00170495,0.001888694,0.7652787,0.001723295,0.04314082,0.002263249,0.00009680119],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9793949,0.0005331342,0.01576959,0.0009047245,0.00002598476,0.00007138096,0.0002259502,0.0000420449,0.00303235],"genre_scores_gemma":[0.9986487,0.000137258,0.0005498793,0.00001997899,0.000007200857,0.00001014823,0.00006004919,0.00000189916,0.0005650166],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.005202392,"threshold_uncertainty_score":0.01514232,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.2251889201500559,"score_gpt":0.4340250836778254,"score_spread":0.2088361635277695,"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."}}